---
OA_type: closed access
_id: '20868'
abstract:
- lang: eng
  text: Residents of low-latitude megacities face growing vulnerability to humid-heat
    stress under urbanization and global warming, yet limited research has assessed
    the morbidity burden of mental and behavioral disorders (MBDs) linked to humid-heat
    exposures in these cities. Here we quantify the hospital admissions of MBDs in
    Shanghai, a megacity of over 25 million inhabitants, attributable to humid heat,
    and project future burdens under various greenhouse gas (GHG)-emission and population
    scenarios. Humid heat drives a higher morbidity burden than high temperature alone,
    especially in humid-heat nights. Without population change, the humid-heat-related
    morbidity burden of MBDs would increase by 68.2% (95% empirical confidence interval
    56.7%–81.6%) under the highest-GHG-emission scenario by the 2090s, while 8,465
    (95% empirical confidence interval 6,928–10,053) cases would be avoided by reducing
    emissions to the lowest pathway. With projected population decline, the attributable
    hospital admissions will decrease toward century’s end. These findings highlight
    the benefit of GHG mitigation in reducing the growing MBD risks posed by extreme
    humid heat.
acknowledgement: 'This research was supported by the National Natural Science Foundation
  of China (grants 42288101 and 42175066) and Shanghai International Science and Technology
  Partnership Project (grant 21230780200). G.S. is supported by the China Brain Project
  (grant 2025ZD0215100), the National Natural Science Foundation of China (grant 82150710554),
  the Chinese National Key Project (grant 2023YFE0199700), the National Natural Science
  Foundation of China (grant W2541022) and the EC Horizon Europe: environMENTAL project.'
article_processing_charge: No
article_type: original
author:
- first_name: Chen
  full_name: Liang, Chen
  last_name: Liang
- first_name: Jiacan
  full_name: Yuan, Jiacan
  last_name: Yuan
- first_name: Renhe
  full_name: Zhang, Renhe
  last_name: Zhang
- first_name: Xu
  full_name: Tang, Xu
  last_name: Tang
- first_name: Gunter
  full_name: Schumann, Gunter
  last_name: Schumann
- first_name: Esther
  full_name: Hitchen, Esther
  last_name: Hitchen
- first_name: Elli
  full_name: Polemiti, Elli
  last_name: Polemiti
- first_name: Emin
  full_name: Serin, Emin
  last_name: Serin
- first_name: Hedi
  full_name: Kebir, Hedi
  last_name: Kebir
- first_name: Tristram A.
  full_name: Lett, Tristram A.
  last_name: Lett
- first_name: Nilakshi
  full_name: Vaidya, Nilakshi
  last_name: Vaidya
- first_name: Jean-Charles
  full_name: Roy, Jean-Charles
  last_name: Roy
- first_name: Henrik
  full_name: Walter, Henrik
  last_name: Walter
- first_name: Andreas
  full_name: Heinz, Andreas
  last_name: Heinz
- first_name: Markus
  full_name: Ralser, Markus
  last_name: Ralser
- first_name: Sven
  full_name: Twardziok, Sven
  last_name: Twardziok
- first_name: Roland
  full_name: Eils, Roland
  last_name: Eils
- first_name: Marcel
  full_name: Jentsch, Marcel
  last_name: Jentsch
- first_name: Ulrike-Helene
  full_name: Taron, Ulrike-Helene
  last_name: Taron
- first_name: Tatjana
  full_name: Schütz, Tatjana
  last_name: Schütz
- first_name: Kerstin
  full_name: Schepanski, Kerstin
  last_name: Schepanski
- first_name: Tobias
  full_name: Banaschewski, Tobias
  last_name: Banaschewski
- first_name: Maja
  full_name: Neidhart, Maja
  last_name: Neidhart
- first_name: Andreas
  full_name: Meyer-Lindenberg, Andreas
  last_name: Meyer-Lindenberg
- first_name: Heike
  full_name: Tost, Heike
  last_name: Tost
- first_name: Nathalie
  full_name: Holz, Nathalie
  last_name: Holz
- first_name: Emanuel
  full_name: Schwarz, Emanuel
  last_name: Schwarz
- first_name: Argyris
  full_name: Stringaris, Argyris
  last_name: Stringaris
- first_name: Nina
  full_name: Christmann, Nina
  last_name: Christmann
- first_name: Karina
  full_name: Janson, Karina
  last_name: Janson
- first_name: Frauke
  full_name: Nees, Frauke
  last_name: Nees
- first_name: Maja
  full_name: Neidhart, Maja
  last_name: Neidhart
- first_name: Beke
  full_name: Seefried, Beke
  last_name: Seefried
- first_name: Rieke
  full_name: Aden, Rieke
  last_name: Aden
- first_name: Ole A.
  full_name: Andreassen, Ole A.
  last_name: Andreassen
- first_name: Lars T.
  full_name: Westlye, Lars T.
  last_name: Westlye
- first_name: Dennis
  full_name: van der Meer, Dennis
  last_name: van der Meer
- first_name: Sara
  full_name: Fernández-Cabello, Sara
  last_name: Fernández-Cabello
- first_name: Rikka
  full_name: Kjelkenes, Rikka
  last_name: Kjelkenes
- first_name: Helga
  full_name: Ask, Helga
  last_name: Ask
- first_name: Michael
  full_name: Rapp, Michael
  last_name: Rapp
- first_name: Mira
  full_name: Tschorn, Mira
  last_name: Tschorn
- first_name: Sarah Jane
  full_name: Böttger, Sarah Jane
  last_name: Böttger
- first_name: Andre
  full_name: Marquand, Andre
  last_name: Marquand
- first_name: Antoine
  full_name: Bernas, Antoine
  last_name: Bernas
- first_name: Gaia
  full_name: Novarino, Gaia
  id: 3E57A680-F248-11E8-B48F-1D18A9856A87
  last_name: Novarino
  orcid: 0000-0002-7673-7178
- first_name: Mel
  full_name: Slater, Mel
  last_name: Slater
- first_name: Jaime
  full_name: Gallego, Jaime
  last_name: Gallego
- first_name: Álvaro
  full_name: Pastor, Álvaro
  last_name: Pastor
- first_name: Guillem
  full_name: Feixas, Guillem
  last_name: Feixas
- first_name: Francisco José
  full_name: Eiroa-Orosa, Francisco José
  last_name: Eiroa-Orosa
- first_name: Markus M.
  full_name: Nöthen, Markus M.
  last_name: Nöthen
- first_name: Andreas J.
  full_name: Forstner, Andreas J.
  last_name: Forstner
- first_name: Isabelle
  full_name: Claus, Isabelle
  last_name: Claus
- first_name: Carina
  full_name: Mathey, Carina
  last_name: Mathey
- first_name: Stefanie
  full_name: Heilmann-Heimbach, Stefanie
  last_name: Heilmann-Heimbach
- first_name: Per
  full_name: Hoffmann, Per
  last_name: Hoffmann
- first_name: Abigail
  full_name: Miller, Abigail
  last_name: Miller
- first_name: Peter
  full_name: Sommer, Peter
  last_name: Sommer
- first_name: Karen
  full_name: Schmitt, Karen
  last_name: Schmitt
- first_name: Johannes
  full_name: Wilbertz, Johannes
  last_name: Wilbertz
- first_name: Myrto
  full_name: Patraskaki, Myrto
  last_name: Patraskaki
- first_name: Viktor
  full_name: Jirsa, Viktor
  last_name: Jirsa
- first_name: Spase
  full_name: Petkoski, Spase
  last_name: Petkoski
- first_name: Anastasios-Polykarpos
  full_name: Athanasiadis, Anastasios-Polykarpos
  last_name: Athanasiadis
- first_name: Bernhard
  full_name: Spanlang, Bernhard
  last_name: Spanlang
- first_name: Charlie
  full_name: Pearmund, Charlie
  last_name: Pearmund
- first_name: Sören
  full_name: Hese, Sören
  last_name: Hese
- first_name: Paul
  full_name: Renner, Paul
  last_name: Renner
- first_name: Tianye
  full_name: Jia, Tianye
  last_name: Jia
- first_name: Xiao
  full_name: Chang, Xiao
  last_name: Chang
- first_name: Yuxiang
  full_name: Dai, Yuxiang
  last_name: Dai
- first_name: Yunman
  full_name: Xia, Yunman
  last_name: Xia
- first_name: Yuzhu
  full_name: Li, Yuzhu
  last_name: Li
- first_name: Yanqing
  full_name: Zhang, Yanqing
  last_name: Zhang
- first_name: Vince
  full_name: Calhoun, Vince
  last_name: Calhoun
- first_name: Paul
  full_name: Thompson, Paul
  last_name: Thompson
- first_name: Nicholas
  full_name: Clinton, Nicholas
  last_name: Clinton
- first_name: Sylvane
  full_name: Desrivières, Sylvane
  last_name: Desrivières
- first_name: Kofoworola
  full_name: Agunbiade, Kofoworola
  last_name: Agunbiade
- first_name: Xinyang
  full_name: Yu, Xinyang
  last_name: Yu
- first_name: Zuo
  full_name: Zhang, Zuo
  last_name: Zhang
- first_name: Di
  full_name: Chen, Di
  last_name: Chen
- first_name: Allan H.
  full_name: Young, Allan H.
  last_name: Young
- first_name: Ameli
  full_name: Schwalber, Ameli
  last_name: Schwalber
- first_name: Vanessa
  full_name: Köhler, Vanessa
  last_name: Köhler
- first_name: Bernd
  full_name: Stahl, Bernd
  last_name: Stahl
- first_name: George
  full_name: Ogoh, George
  last_name: Ogoh
- first_name: Tamara
  full_name: Schikowski, Tamara
  last_name: Schikowski
- first_name: Ragnhild
  full_name: Brandlistuen, Ragnhild
  last_name: Brandlistuen
citation:
  ama: Liang C, Yuan J, Zhang R, et al. Projecting the morbidity burden of mental
    and behavioral disorders associated with increasing humid heat in Shanghai. <i>Nature
    Mental Health</i>. 2025;3(12):1532-1544. doi:<a href="https://doi.org/10.1038/s44220-025-00519-y">10.1038/s44220-025-00519-y</a>
  apa: Liang, C., Yuan, J., Zhang, R., Tang, X., Schumann, G., Hitchen, E., … Brandlistuen,
    R. (2025). Projecting the morbidity burden of mental and behavioral disorders
    associated with increasing humid heat in Shanghai. <i>Nature Mental Health</i>.
    Springer Nature. <a href="https://doi.org/10.1038/s44220-025-00519-y">https://doi.org/10.1038/s44220-025-00519-y</a>
  chicago: Liang, Chen, Jiacan Yuan, Renhe Zhang, Xu Tang, Gunter Schumann, Esther
    Hitchen, Elli Polemiti, et al. “Projecting the Morbidity Burden of Mental and
    Behavioral Disorders Associated with Increasing Humid Heat in Shanghai.” <i>Nature
    Mental Health</i>. Springer Nature, 2025. <a href="https://doi.org/10.1038/s44220-025-00519-y">https://doi.org/10.1038/s44220-025-00519-y</a>.
  ieee: C. Liang <i>et al.</i>, “Projecting the morbidity burden of mental and behavioral
    disorders associated with increasing humid heat in Shanghai,” <i>Nature Mental
    Health</i>, vol. 3, no. 12. Springer Nature, pp. 1532–1544, 2025.
  ista: Liang C, Yuan J, Zhang R, Tang X, Schumann G, Hitchen E, Polemiti E, Serin
    E, Kebir H, Lett TA, Vaidya N, Roy J-C, Walter H, Heinz A, Ralser M, Twardziok
    S, Eils R, Jentsch M, Taron U-H, Schütz T, Schepanski K, Banaschewski T, Neidhart
    M, Meyer-Lindenberg A, Tost H, Holz N, Schwarz E, Stringaris A, Christmann N,
    Janson K, Nees F, Neidhart M, Seefried B, Aden R, Andreassen OA, Westlye LT, van
    der Meer D, Fernández-Cabello S, Kjelkenes R, Ask H, Rapp M, Tschorn M, Böttger
    SJ, Marquand A, Bernas A, Novarino G, Slater M, Gallego J, Pastor Á, Feixas G,
    Eiroa-Orosa FJ, Nöthen MM, Forstner AJ, Claus I, Mathey C, Heilmann-Heimbach S,
    Hoffmann P, Miller A, Sommer P, Schmitt K, Wilbertz J, Patraskaki M, Jirsa V,
    Petkoski S, Athanasiadis A-P, Spanlang B, Pearmund C, Hese S, Renner P, Jia T,
    Chang X, Dai Y, Xia Y, Li Y, Zhang Y, Calhoun V, Thompson P, Clinton N, Desrivières
    S, Agunbiade K, Yu X, Zhang Z, Chen D, Young AH, Schwalber A, Köhler V, Stahl
    B, Ogoh G, Schikowski T, Brandlistuen R. 2025. Projecting the morbidity burden
    of mental and behavioral disorders associated with increasing humid heat in Shanghai.
    Nature Mental Health. 3(12), 1532–1544.
  mla: Liang, Chen, et al. “Projecting the Morbidity Burden of Mental and Behavioral
    Disorders Associated with Increasing Humid Heat in Shanghai.” <i>Nature Mental
    Health</i>, vol. 3, no. 12, Springer Nature, 2025, pp. 1532–44, doi:<a href="https://doi.org/10.1038/s44220-025-00519-y">10.1038/s44220-025-00519-y</a>.
  short: C. Liang, J. Yuan, R. Zhang, X. Tang, G. Schumann, E. Hitchen, E. Polemiti,
    E. Serin, H. Kebir, T.A. Lett, N. Vaidya, J.-C. Roy, H. Walter, A. Heinz, M. Ralser,
    S. Twardziok, R. Eils, M. Jentsch, U.-H. Taron, T. Schütz, K. Schepanski, T. Banaschewski,
    M. Neidhart, A. Meyer-Lindenberg, H. Tost, N. Holz, E. Schwarz, A. Stringaris,
    N. Christmann, K. Janson, F. Nees, M. Neidhart, B. Seefried, R. Aden, O.A. Andreassen,
    L.T. Westlye, D. van der Meer, S. Fernández-Cabello, R. Kjelkenes, H. Ask, M.
    Rapp, M. Tschorn, S.J. Böttger, A. Marquand, A. Bernas, G. Novarino, M. Slater,
    J. Gallego, Á. Pastor, G. Feixas, F.J. Eiroa-Orosa, M.M. Nöthen, A.J. Forstner,
    I. Claus, C. Mathey, S. Heilmann-Heimbach, P. Hoffmann, A. Miller, P. Sommer,
    K. Schmitt, J. Wilbertz, M. Patraskaki, V. Jirsa, S. Petkoski, A.-P. Athanasiadis,
    B. Spanlang, C. Pearmund, S. Hese, P. Renner, T. Jia, X. Chang, Y. Dai, Y. Xia,
    Y. Li, Y. Zhang, V. Calhoun, P. Thompson, N. Clinton, S. Desrivières, K. Agunbiade,
    X. Yu, Z. Zhang, D. Chen, A.H. Young, A. Schwalber, V. Köhler, B. Stahl, G. Ogoh,
    T. Schikowski, R. Brandlistuen, Nature Mental Health 3 (2025) 1532–1544.
date_created: 2025-12-29T12:11:28Z
date_published: 2025-12-01T00:00:00Z
date_updated: 2026-01-05T12:02:29Z
day: '01'
department:
- _id: GaNo
doi: 10.1038/s44220-025-00519-y
intvolume: '         3'
issue: '12'
language:
- iso: eng
month: '12'
oa_version: None
page: 1532-1544
project:
- _id: 349d1832-11ca-11ed-8bc3-d79b574010e0
  grant_number: '101057429'
  name: Reducing the impact of major environmental challenges on mental health
publication: Nature Mental Health
publication_identifier:
  issn:
  - 2731-6076
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Projecting the morbidity burden of mental and behavioral disorders associated
  with increasing humid heat in Shanghai
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 3
year: '2025'
...
---
OA_place: publisher
OA_type: hybrid
_id: '15016'
abstract:
- lang: eng
  text: Amphibians, by virtue of their phylogenetic position, provide invaluable insights
    on nervous system evolution, development, and remodeling. The genetic toolkit
    for amphibians, however, remains limited. Recombinant adeno-associated viral vectors
    (AAVs) are a powerful alternative to transgenesis for labeling and manipulating
    neurons. Although successful in mammals, AAVs have never been shown to transduce
    amphibian cells efficiently. We screened AAVs in three amphibian species—the frogs
    Xenopus laevis and Pelophylax bedriagae and the salamander Pleurodeles waltl—and
    identified at least two AAV serotypes per species that transduce neurons. In developing
    amphibians, AAVs labeled groups of neurons generated at the same time during development.
    In the mature brain, AAVrg retrogradely traced long-range projections. Our study
    introduces AAVs as a tool for amphibian research, establishes a generalizable
    workflow for AAV screening in new species, and expands opportunities for cross-species
    comparisons of nervous system development, function, and evolution.
acknowledged_ssus:
- _id: PreCl
- _id: Bio
acknowledgement: 'We thank members of the Sweeney, Tosches, Shein-Idelson, Yamaguchi,
  Kelley, and Cline Labs for their contributions to this project, discussion, and
  support. We additionally thank the Beckman Institute CLOVER Center and Viviana Gradinaru
  (Caltech), Kimberly Ritola (UNC NeuroTools), and Flavia Gomez-Leite (ISTA Viral
  Core) for AAV production and consultation; Andras Simon and Alberto Joven (Karolinska
  Institute) for feedback; Elizabeth Bagnato-Cohen (Columbia) for project coordination;
  our animal care and imaging facilities; the amphibian stock centers (NXR, EXRC,
  and XenopusExpress); and our funding sources: NSF IOS 2110086 (D.B.K., L.B.S., M.A.T.,
  A.Y., and H.T.C.); US-Israel Binational Science Foundation (BSF) 2020702 (M.S.-I.);
  FTI Strategy Lower Austria Dissertation FT121-D-046 (D.V.); Horizon Europe ERC Starting
  Grant 101041551 and Special Research Programme (SFB) of the Austrian Science Fund
  (FWF) project F7814-B (L.B.S.); NIH grant R35GM146973, Rita Allen Foundation Award
  GA_032522_FE, and CZI Ben Barres Early Career Acceleration Award 2023-331758 (M.A.T.);
  EMBO Long-Term Fellowship ALTF 874-2021 (A.D.); and NSF GRFP DGE 2036197 (E.C.B.J.).'
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Eliza C.B.
  full_name: Jaeger, Eliza C.B.
  last_name: Jaeger
- first_name: David
  full_name: Vijatovic, David
  id: cf391e77-ec3c-11ea-a124-d69323410b58
  last_name: Vijatovic
- first_name: Astrid
  full_name: Deryckere, Astrid
  last_name: Deryckere
- first_name: Nikol
  full_name: Zorin, Nikol
  last_name: Zorin
- first_name: Akemi L.
  full_name: Nguyen, Akemi L.
  last_name: Nguyen
- first_name: Georgiy
  full_name: Ivanian, Georgiy
  id: eaf2b366-cfd1-11ee-bbdf-c8790f800a05
  last_name: Ivanian
- first_name: Jamie
  full_name: Woych, Jamie
  last_name: Woych
- first_name: Rebecca C
  full_name: Arnold, Rebecca C
  id: d6cce458-14c9-11ed-a755-c1c8fc6fde6f
  last_name: Arnold
- first_name: Alonso
  full_name: Ortega Gurrola, Alonso
  last_name: Ortega Gurrola
- first_name: Arik
  full_name: Shvartsman, Arik
  last_name: Shvartsman
- first_name: Francesca
  full_name: Barbieri, Francesca
  id: a9492887-8972-11ed-ae7b-bfae10998254
  last_name: Barbieri
- first_name: Florina-Alexandra
  full_name: Toma, Florina-Alexandra
  id: 85dd99f2-15b2-11ec-abd3-d1ae4d57f3b5
  last_name: Toma
- first_name: Gary J.
  full_name: Gorbsky, Gary J.
  last_name: Gorbsky
- first_name: Marko E.
  full_name: Horb, Marko E.
  last_name: Horb
- first_name: Hollis T.
  full_name: Cline, Hollis T.
  last_name: Cline
- first_name: Timothy F.
  full_name: Shay, Timothy F.
  last_name: Shay
- first_name: Darcy B.
  full_name: Kelley, Darcy B.
  last_name: Kelley
- first_name: Ayako
  full_name: Yamaguchi, Ayako
  last_name: Yamaguchi
- first_name: Mark
  full_name: Shein-Idelson, Mark
  last_name: Shein-Idelson
- first_name: Maria Antonietta
  full_name: Tosches, Maria Antonietta
  last_name: Tosches
- first_name: Lora Beatrice Jaeger
  full_name: Sweeney, Lora Beatrice Jaeger
  id: 56BE8254-C4F0-11E9-8E45-0B23E6697425
  last_name: Sweeney
  orcid: 0000-0001-9242-5601
citation:
  ama: Jaeger ECB, Vijatovic D, Deryckere A, et al. Adeno-associated viral tools to
    trace neural development and connectivity across amphibians. <i>Developmental
    Cell</i>. 2025;60(5):794-812.e6. doi:<a href="https://doi.org/10.1016/j.devcel.2024.10.025">10.1016/j.devcel.2024.10.025</a>
  apa: Jaeger, E. C. B., Vijatovic, D., Deryckere, A., Zorin, N., Nguyen, A. L., Ivanian,
    G., … Sweeney, L. B. (2025). Adeno-associated viral tools to trace neural development
    and connectivity across amphibians. <i>Developmental Cell</i>. Elsevier. <a href="https://doi.org/10.1016/j.devcel.2024.10.025">https://doi.org/10.1016/j.devcel.2024.10.025</a>
  chicago: Jaeger, Eliza C.B., David Vijatovic, Astrid Deryckere, Nikol Zorin, Akemi
    L. Nguyen, Georgiy Ivanian, Jamie Woych, et al. “Adeno-Associated Viral Tools
    to Trace Neural Development and Connectivity across Amphibians.” <i>Developmental
    Cell</i>. Elsevier, 2025. <a href="https://doi.org/10.1016/j.devcel.2024.10.025">https://doi.org/10.1016/j.devcel.2024.10.025</a>.
  ieee: E. C. B. Jaeger <i>et al.</i>, “Adeno-associated viral tools to trace neural
    development and connectivity across amphibians,” <i>Developmental Cell</i>, vol.
    60, no. 5. Elsevier, p. 794–812.e6, 2025.
  ista: Jaeger ECB, Vijatovic D, Deryckere A, Zorin N, Nguyen AL, Ivanian G, Woych
    J, Arnold RC, Ortega Gurrola A, Shvartsman A, Barbieri F, Toma F-A, Gorbsky GJ,
    Horb ME, Cline HT, Shay TF, Kelley DB, Yamaguchi A, Shein-Idelson M, Tosches MA,
    Sweeney LB. 2025. Adeno-associated viral tools to trace neural development and
    connectivity across amphibians. Developmental Cell. 60(5), 794–812.e6.
  mla: Jaeger, Eliza C. B., et al. “Adeno-Associated Viral Tools to Trace Neural Development
    and Connectivity across Amphibians.” <i>Developmental Cell</i>, vol. 60, no. 5,
    Elsevier, 2025, p. 794–812.e6, doi:<a href="https://doi.org/10.1016/j.devcel.2024.10.025">10.1016/j.devcel.2024.10.025</a>.
  short: E.C.B. Jaeger, D. Vijatovic, A. Deryckere, N. Zorin, A.L. Nguyen, G. Ivanian,
    J. Woych, R.C. Arnold, A. Ortega Gurrola, A. Shvartsman, F. Barbieri, F.-A. Toma,
    G.J. Gorbsky, M.E. Horb, H.T. Cline, T.F. Shay, D.B. Kelley, A. Yamaguchi, M.
    Shein-Idelson, M.A. Tosches, L.B. Sweeney, Developmental Cell 60 (2025) 794–812.e6.
corr_author: '1'
date_created: 2024-02-20T09:20:32Z
date_published: 2025-03-10T00:00:00Z
date_updated: 2025-09-30T10:00:55Z
day: '10'
ddc:
- '570'
department:
- _id: LoSw
- _id: MaDe
- _id: GaNo
doi: 10.1016/j.devcel.2024.10.025
external_id:
  isi:
  - '001444798600001'
  pmid:
  - '39603234'
file:
- access_level: open_access
  checksum: a83a4cb58f5941096d3ad91ca0172594
  content_type: application/pdf
  creator: dernst
  date_created: 2025-06-04T05:43:27Z
  date_updated: 2025-06-04T05:43:27Z
  file_id: '19790'
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file_date_updated: 2025-06-04T05:43:27Z
has_accepted_license: '1'
intvolume: '        60'
isi: 1
issue: '5'
language:
- iso: eng
month: '03'
oa: 1
oa_version: Published Version
page: 794-812.e6
pmid: 1
project:
- _id: bd73af52-d553-11ed-ba76-912049f0ac7a
  grant_number: FTI21-D-046
  name: Development of V1 interneuron diversity during swim-to-walk transition of
    Xenopus metamorphosis
- _id: ebb66355-77a9-11ec-83b8-b8ac210a4dae
  grant_number: '101041551'
  name: Development and Evolution of Tetrapod Motor Circuits
- _id: 8da85f50-16d5-11f0-9cad-eab8b0ff6c9e
  grant_number: F7814
  name: 'Stem Cell Modulation in Neural Development and Regeneration/ P14-Swim-to-limb
    transition: cell type to connection diversity'
publication: Developmental Cell
publication_identifier:
  eissn:
  - 1878-1551
  issn:
  - 1534-5807
publication_status: published
publisher: Elsevier
quality_controlled: '1'
scopus_import: '1'
status: public
title: Adeno-associated viral tools to trace neural development and connectivity across
  amphibians
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 60
year: '2025'
...
---
OA_type: closed access
_id: '19444'
abstract:
- lang: eng
  text: As the field of neural organoids and assembloids expands, there is an emergent
    need for guidance and advice on designing, conducting and reporting experiments
    to increase the reproducibility and utility of these models. In this Perspective,
    we present a framework for the experimental process that encompasses ensuring
    the quality and integrity of human pluripotent stem cells, characterizing and
    manipulating neural cells in vitro, transplantation techniques and considerations
    for modelling human development, evolution and disease. As with all scientific
    endeavours, we advocate for rigorous experimental designs tailored to explicit
    scientific questions as well as transparent methodologies and data sharing to
    provide useful knowledge for current research practices and for developing regulatory
    standards.
acknowledgement: The authors thank members of their laboratories who provided feedback
  on earlier versions of this manuscript, including A. Jourdon, V. Mariano, T. L.
  Li, N. Caporale, E. Villa and M. Sutcliffe.
article_processing_charge: No
article_type: original
author:
- first_name: Sergiu P.
  full_name: Pașca, Sergiu P.
  last_name: Pașca
- first_name: Paola
  full_name: Arlotta, Paola
  last_name: Arlotta
- first_name: Helen S.
  full_name: Bateup, Helen S.
  last_name: Bateup
- first_name: J. Gray
  full_name: Camp, J. Gray
  last_name: Camp
- first_name: Silvia
  full_name: Cappello, Silvia
  last_name: Cappello
- first_name: Fred H.
  full_name: Gage, Fred H.
  last_name: Gage
- first_name: Jürgen A.
  full_name: Knoblich, Jürgen A.
  last_name: Knoblich
- first_name: Arnold R.
  full_name: Kriegstein, Arnold R.
  last_name: Kriegstein
- first_name: Madeline A.
  full_name: Lancaster, Madeline A.
  last_name: Lancaster
- first_name: Guo Li
  full_name: Ming, Guo Li
  last_name: Ming
- first_name: Gaia
  full_name: Novarino, Gaia
  id: 3E57A680-F248-11E8-B48F-1D18A9856A87
  last_name: Novarino
  orcid: 0000-0002-7673-7178
- first_name: Hideyuki
  full_name: Okano, Hideyuki
  last_name: Okano
- first_name: Malin
  full_name: Parmar, Malin
  last_name: Parmar
- first_name: In Hyun
  full_name: Park, In Hyun
  last_name: Park
- first_name: Orly
  full_name: Reiner, Orly
  last_name: Reiner
- first_name: Hongjun
  full_name: Song, Hongjun
  last_name: Song
- first_name: Lorenz
  full_name: Studer, Lorenz
  last_name: Studer
- first_name: Jun
  full_name: Takahashi, Jun
  last_name: Takahashi
- first_name: Sally
  full_name: Temple, Sally
  last_name: Temple
- first_name: Giuseppe
  full_name: Testa, Giuseppe
  last_name: Testa
- first_name: Barbara
  full_name: Treutlein, Barbara
  last_name: Treutlein
- first_name: Flora M.
  full_name: Vaccarino, Flora M.
  last_name: Vaccarino
- first_name: Pierre
  full_name: Vanderhaeghen, Pierre
  last_name: Vanderhaeghen
- first_name: Tracy
  full_name: Young-Pearse, Tracy
  last_name: Young-Pearse
citation:
  ama: Pașca SP, Arlotta P, Bateup HS, et al. A framework for neural organoids, assembloids
    and transplantation studies. <i>Nature</i>. 2025;639(8054):315-320. doi:<a href="https://doi.org/10.1038/s41586-024-08487-6">10.1038/s41586-024-08487-6</a>
  apa: Pașca, S. P., Arlotta, P., Bateup, H. S., Camp, J. G., Cappello, S., Gage,
    F. H., … Young-Pearse, T. (2025). A framework for neural organoids, assembloids
    and transplantation studies. <i>Nature</i>. Springer Nature. <a href="https://doi.org/10.1038/s41586-024-08487-6">https://doi.org/10.1038/s41586-024-08487-6</a>
  chicago: Pașca, Sergiu P., Paola Arlotta, Helen S. Bateup, J. Gray Camp, Silvia
    Cappello, Fred H. Gage, Jürgen A. Knoblich, et al. “A Framework for Neural Organoids,
    Assembloids and Transplantation Studies.” <i>Nature</i>. Springer Nature, 2025.
    <a href="https://doi.org/10.1038/s41586-024-08487-6">https://doi.org/10.1038/s41586-024-08487-6</a>.
  ieee: S. P. Pașca <i>et al.</i>, “A framework for neural organoids, assembloids
    and transplantation studies,” <i>Nature</i>, vol. 639, no. 8054. Springer Nature,
    pp. 315–320, 2025.
  ista: Pașca SP, Arlotta P, Bateup HS, Camp JG, Cappello S, Gage FH, Knoblich JA,
    Kriegstein AR, Lancaster MA, Ming GL, Novarino G, Okano H, Parmar M, Park IH,
    Reiner O, Song H, Studer L, Takahashi J, Temple S, Testa G, Treutlein B, Vaccarino
    FM, Vanderhaeghen P, Young-Pearse T. 2025. A framework for neural organoids, assembloids
    and transplantation studies. Nature. 639(8054), 315–320.
  mla: Pașca, Sergiu P., et al. “A Framework for Neural Organoids, Assembloids and
    Transplantation Studies.” <i>Nature</i>, vol. 639, no. 8054, Springer Nature,
    2025, pp. 315–20, doi:<a href="https://doi.org/10.1038/s41586-024-08487-6">10.1038/s41586-024-08487-6</a>.
  short: S.P. Pașca, P. Arlotta, H.S. Bateup, J.G. Camp, S. Cappello, F.H. Gage, J.A.
    Knoblich, A.R. Kriegstein, M.A. Lancaster, G.L. Ming, G. Novarino, H. Okano, M.
    Parmar, I.H. Park, O. Reiner, H. Song, L. Studer, J. Takahashi, S. Temple, G.
    Testa, B. Treutlein, F.M. Vaccarino, P. Vanderhaeghen, T. Young-Pearse, Nature
    639 (2025) 315–320.
date_created: 2025-03-23T23:01:27Z
date_published: 2025-03-13T00:00:00Z
date_updated: 2025-09-30T11:13:47Z
day: '13'
department:
- _id: GaNo
doi: 10.1038/s41586-024-08487-6
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intvolume: '       639'
isi: 1
issue: '8054'
language:
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month: '03'
oa_version: None
page: 315-320
pmid: 1
publication: Nature
publication_identifier:
  eissn:
  - 1476-4687
  issn:
  - 0028-0836
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: A framework for neural organoids, assembloids and transplantation studies
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 639
year: '2025'
...
---
OA_place: publisher
_id: '19557'
acknowledged_ssus:
- _id: Bio
- _id: PreCl
- _id: ScienComp
acknowledgement: "The work presented in this doctoral thesis was performed at the
  Institute of Science\r\nand Technology (ISTA) and financially supported by a European
  Research Council\r\n(ERC) Consolidator Grant (PR1028ERC02), by SFARI (PR1028SIM02)
  and by the\r\nAustrian Science Fund (FWF) to Gaia Novarino (PE1028W1232). I am very
  thankful\r\nto the Doctoral Program “Molecular Drug Targets” (MolTag) for offering
  me financial\r\nsupport to perform essential experiments during my PhD studies and
  to participate in\r\ninternational conferences and courses."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Lena A
  full_name: Schwarz, Lena A
  id: 29A8453C-F248-11E8-B48F-1D18A9856A87
  last_name: Schwarz
citation:
  ama: Schwarz LA. Mapping developmental dynamics of autism spectrum disorder mouse
    models at single-cell resolution. 2025. doi:<a href="https://doi.org/10.15479/AT-ISTA-19557">10.15479/AT-ISTA-19557</a>
  apa: Schwarz, L. A. (2025). <i>Mapping developmental dynamics of autism spectrum
    disorder mouse models at single-cell resolution</i>. Institute of Science and
    Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-19557">https://doi.org/10.15479/AT-ISTA-19557</a>
  chicago: Schwarz, Lena A. “Mapping Developmental Dynamics of Autism Spectrum Disorder
    Mouse Models at Single-Cell Resolution.” Institute of Science and Technology Austria,
    2025. <a href="https://doi.org/10.15479/AT-ISTA-19557">https://doi.org/10.15479/AT-ISTA-19557</a>.
  ieee: L. A. Schwarz, “Mapping developmental dynamics of autism spectrum disorder
    mouse models at single-cell resolution,” Institute of Science and Technology Austria,
    2025.
  ista: Schwarz LA. 2025. Mapping developmental dynamics of autism spectrum disorder
    mouse models at single-cell resolution. Institute of Science and Technology Austria.
  mla: Schwarz, Lena A. <i>Mapping Developmental Dynamics of Autism Spectrum Disorder
    Mouse Models at Single-Cell Resolution</i>. Institute of Science and Technology
    Austria, 2025, doi:<a href="https://doi.org/10.15479/AT-ISTA-19557">10.15479/AT-ISTA-19557</a>.
  short: L.A. Schwarz, Mapping Developmental Dynamics of Autism Spectrum Disorder
    Mouse Models at Single-Cell Resolution, Institute of Science and Technology Austria,
    2025.
corr_author: '1'
date_created: 2025-04-14T06:59:06Z
date_published: 2025-04-14T00:00:00Z
date_updated: 2026-04-14T09:07:14Z
day: '14'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: GaNo
doi: 10.15479/AT-ISTA-19557
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  date_created: 2025-04-15T08:43:36Z
  date_updated: 2025-04-15T08:43:36Z
  file_id: '19561'
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  date_updated: 2026-03-27T13:15:08Z
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file_date_updated: 2026-03-27T13:15:08Z
has_accepted_license: '1'
language:
- iso: eng
month: '04'
oa_version: Published Version
page: '124'
project:
- _id: 9B91375C-BA93-11EA-9121-9846C619BF3A
  grant_number: '707964'
  name: Critical windows and reversibility of ASD associated with mutations in chromatin
    remodelers
- _id: 34ba8964-11ca-11ed-8bc3-e15864e7e9a6
  grant_number: '101044865'
  name: Toward an understanding of the brain interstitial system and the extracellular
    proteome in health and autism spectrum disorders
- _id: 2548AE96-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: W1232
  name: Molecular Drug Targets
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '12802'
    relation: part_of_dissertation
    status: public
  - id: '9429'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Gaia
  full_name: Novarino, Gaia
  id: 3E57A680-F248-11E8-B48F-1D18A9856A87
  last_name: Novarino
  orcid: 0000-0002-7673-7178
title: Mapping developmental dynamics of autism spectrum disorder mouse models at
  single-cell resolution
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2025'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '19704'
abstract:
- lang: eng
  text: The information-processing capability of the brain’s cellular network depends
    on the physical wiring pattern between neurons and their molecular and functional
    characteristics. Mapping neurons and resolving their individual synaptic connections
    can be achieved by volumetric imaging at nanoscale resolution1,2 with dense cellular
    labelling. Light microscopy is uniquely positioned to visualize specific molecules,
    but dense, synapse-level circuit reconstruction by light microscopy has been out
    of reach, owing to limitations in resolution, contrast and volumetric imaging
    capability. Here we describe light-microscopy-based connectomics (LICONN). We
    integrated specifically engineered hydrogel embedding and expansion with comprehensive
    deep-learning-based segmentation and analysis of connectivity, thereby directly
    incorporating molecular information into synapse-level reconstructions of brain
    tissue. LICONN will allow synapse-level phenotyping of brain tissue in biological
    experiments in a readily adoptable manner.
acknowledged_ssus:
- _id: Bio
- _id: LifeSc
- _id: ScienComp
- _id: PreCl
- _id: M-Shop
- _id: E-Lib
acknowledgement: 'We thank S. Dorkenwald and P. Li for critical reading of the manuscript,
  S. Loomba for discussions and E. Miguel for support with data handling. We acknowledge
  support from ISTA’s scientific service units: Imaging and Optics, Lab Support, Scientific
  Computing, the preclinical facility, the Miba Machine Shop and the library. We acknowledge
  funding from the following sources: Austrian Science Fund (FWF) grant DK W1232 (J.G.D.
  and M.R.T.); Austrian Academy of Sciences DOC fellowship 26137 (M.R.T.); Gesellschaft
  für Forschungsförderung NÖ (NFB) grant LSC18-022 (J.G.D.); the European Union’s
  Horizon 2020 research and innovation programme and Marie Skłodowska-Curie Actions
  Fellowship 665385 (J.L.); and the European Union’s Horizon 2020 research and innovation
  programme and European Research Council (ERC) grant 101044865 ‘SecretAutism’ (G.N.).Open
  access funding provided by Institute of Science and Technology (IST Austria).'
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Mojtaba
  full_name: Tavakoli, Mojtaba
  id: 3A0A06F4-F248-11E8-B48F-1D18A9856A87
  last_name: Tavakoli
  orcid: 0000-0002-7667-6854
- first_name: Julia
  full_name: Lyudchik, Julia
  id: 46E28B80-F248-11E8-B48F-1D18A9856A87
  last_name: Lyudchik
- first_name: Michał
  full_name: Januszewski, Michał
  last_name: Januszewski
- first_name: Vitali
  full_name: Vistunou, Vitali
  id: 7e146587-8972-11ed-ae7b-d7a32ea86a81
  last_name: Vistunou
- first_name: Nathalie
  full_name: Agudelo Duenas, Nathalie
  id: 40E7F008-F248-11E8-B48F-1D18A9856A87
  last_name: Agudelo Duenas
- first_name: Jakob
  full_name: Vorlaufer, Jakob
  id: 937696FA-C996-11E9-8C7C-CF13E6697425
  last_name: Vorlaufer
  orcid: 0009-0000-7590-3501
- first_name: Christoph M
  full_name: Sommer, Christoph M
  id: 4DF26D8C-F248-11E8-B48F-1D18A9856A87
  last_name: Sommer
  orcid: 0000-0003-1216-9105
- first_name: Caroline
  full_name: Kreuzinger, Caroline
  id: 382077BA-F248-11E8-B48F-1D18A9856A87
  last_name: Kreuzinger
- first_name: Bárbara
  full_name: Oliveira, Bárbara
  id: 3B03AA1A-F248-11E8-B48F-1D18A9856A87
  last_name: Oliveira
- first_name: Alban
  full_name: Cenameri, Alban
  id: 9ac8f577-2357-11eb-997a-e566c5550886
  last_name: Cenameri
- first_name: Gaia
  full_name: Novarino, Gaia
  id: 3E57A680-F248-11E8-B48F-1D18A9856A87
  last_name: Novarino
  orcid: 0000-0002-7673-7178
- first_name: Viren
  full_name: Jain, Viren
  last_name: Jain
- first_name: Johann G
  full_name: Danzl, Johann G
  id: 42EFD3B6-F248-11E8-B48F-1D18A9856A87
  last_name: Danzl
  orcid: 0000-0001-8559-3973
citation:
  ama: Tavakoli M, Lyudchik J, Januszewski M, et al. Light-microscopy-based connectomic
    reconstruction of mammalian brain tissue. <i>Nature</i>. 2025;642:398-410. doi:<a
    href="https://doi.org/10.1038/s41586-025-08985-1">10.1038/s41586-025-08985-1</a>
  apa: Tavakoli, M., Lyudchik, J., Januszewski, M., Vistunou, V., Agudelo Duenas,
    N., Vorlaufer, J., … Danzl, J. G. (2025). Light-microscopy-based connectomic reconstruction
    of mammalian brain tissue. <i>Nature</i>. Springer Nature. <a href="https://doi.org/10.1038/s41586-025-08985-1">https://doi.org/10.1038/s41586-025-08985-1</a>
  chicago: Tavakoli, Mojtaba, Julia Lyudchik, Michał Januszewski, Vitali Vistunou,
    Nathalie Agudelo Duenas, Jakob Vorlaufer, Christoph M Sommer, et al. “Light-Microscopy-Based
    Connectomic Reconstruction of Mammalian Brain Tissue.” <i>Nature</i>. Springer
    Nature, 2025. <a href="https://doi.org/10.1038/s41586-025-08985-1">https://doi.org/10.1038/s41586-025-08985-1</a>.
  ieee: M. Tavakoli <i>et al.</i>, “Light-microscopy-based connectomic reconstruction
    of mammalian brain tissue,” <i>Nature</i>, vol. 642. Springer Nature, pp. 398–410,
    2025.
  ista: Tavakoli M, Lyudchik J, Januszewski M, Vistunou V, Agudelo Duenas N, Vorlaufer
    J, Sommer CM, Kreuzinger C, Oliveira B, Cenameri A, Novarino G, Jain V, Danzl
    JG. 2025. Light-microscopy-based connectomic reconstruction of mammalian brain
    tissue. Nature. 642, 398–410.
  mla: Tavakoli, Mojtaba, et al. “Light-Microscopy-Based Connectomic Reconstruction
    of Mammalian Brain Tissue.” <i>Nature</i>, vol. 642, Springer Nature, 2025, pp.
    398–410, doi:<a href="https://doi.org/10.1038/s41586-025-08985-1">10.1038/s41586-025-08985-1</a>.
  short: M. Tavakoli, J. Lyudchik, M. Januszewski, V. Vistunou, N. Agudelo Duenas,
    J. Vorlaufer, C.M. Sommer, C. Kreuzinger, B. Oliveira, A. Cenameri, G. Novarino,
    V. Jain, J.G. Danzl, Nature 642 (2025) 398–410.
corr_author: '1'
date_created: 2025-05-18T22:02:51Z
date_published: 2025-06-12T00:00:00Z
date_updated: 2026-04-28T13:33:34Z
day: '12'
ddc:
- '570'
department:
- _id: JoDa
- _id: GradSch
- _id: Bio
- _id: GaNo
doi: 10.1038/s41586-025-08985-1
ec_funded: 1
external_id:
  isi:
  - '001483477000001'
  pmid:
  - '40335689'
file:
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  creator: dernst
  date_created: 2025-07-03T06:55:20Z
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  file_id: '19959'
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  file_size: 133201290
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  success: 1
file_date_updated: 2025-07-03T06:55:20Z
has_accepted_license: '1'
intvolume: '       642'
isi: 1
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
page: 398-410
pmid: 1
project:
- _id: 6285a163-2b32-11ec-9570-8e204ca2dba5
  grant_number: '26137'
  name: Studying Organelle Structure and Function at Nanoscale Resolution with Expansion
    Microscopy
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
- _id: 34ba8964-11ca-11ed-8bc3-e15864e7e9a6
  grant_number: '101044865'
  name: Toward an understanding of the brain interstitial system and the extracellular
    proteome in health and autism spectrum disorders
- _id: 26AA4EF2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: W1232-B24
  name: Molecular Drug Targets
publication: Nature
publication_identifier:
  eissn:
  - 1476-4687
  issn:
  - 0028-0836
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
  link:
  - description: News on ISTA website
    relation: press_release
    url: https://ista.ac.at/en/news/piecing-together-the-brain-puzzle/
  record:
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    status: public
  - id: '18697'
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scopus_import: '1'
status: public
title: Light-microscopy-based connectomic reconstruction of mammalian brain tissue
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
volume: 642
year: '2025'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
PlanS_conform: '1'
_id: '20662'
abstract:
- lang: eng
  text: Task-based functional magnetic resonance imaging (fMRI) reveals individual
    differences in neural correlates of cognition but faces scalability challenges
    due to cognitive demands, protocol variability, and limited task coverage in large
    datasets. Here, we propose DeepTaskGen, a deep-learning approach that synthesizes
    non-acquired task-based contrast maps from resting-state (rs-) fMRI. We validate
    this approach using the Human Connectome Project lifespan data, then generate
    47 contrast maps from 7 different cognitive tasks for over 20,000 individuals
    from UK Biobank. DeepTaskGen outperforms several benchmarks in generating synthetic
    task-contrast maps, achieving superior reconstruction performance while retaining
    inter-individual variation essential for biomarker development. We further show
    comparable or superior predictive performance of synthetic maps relative to actual
    maps and rs-connectomes across diverse demographic, cognitive, and clinical variables.
    This approach facilitates the study of individual differences and the generation
    of task-related biomarkers by enabling the generation of arbitrary functional
    cognitive tasks from readily available rs-fMRI data.
acknowledgement: 'Funded by the European Union (Grant agreement No 101057429). Complementary
  funding was received by UK Research and Innovation (UKRI) under the UK government’s
  Horizon Europe funding guarantee (10131373 and 10038599) and the National Key R&D
  Program of Ministry of Science and Technology of China (MOST 2023YFE0199700). Views
  and opinions expressed are however those of the author(s) only and do not necessarily
  reflect those of the European Union, the European Health and Digital Executive Agency
  (HADEA), UKRI or MOST. Neither the European Union nor HADEA nor UKRI nor MOST can
  be held responsible for them. This work has also been supported by a Grant from
  the German Research Foundation to the ENIGMA task-based fMRI Working Group (DFG
  ER 724/4–1, WA 1539/11–1). Data used in this study were provided in part by the
  Human Connectome Project, WU-Minn Consortium (principal investigators: D. Van Essen
  and K. Ugurbil; grant number 1U54MH091657), funded by the 16 National Institutes
  of Health (NIH) institutes and centers supporting the NIH Blueprint for Neuroscience
  Research, and by the McDonnell Center for Systems Neuroscience at Washington University.
  Additionally, this research utilized data obtained from UK Biobank, a large-scale
  biomedical database. Open Access funding enabled and organized by Projekt DEAL.'
article_number: '1572'
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Emin
  full_name: Serin, Emin
  last_name: Serin
- first_name: Kerstin
  full_name: Ritter, Kerstin
  last_name: Ritter
- first_name: Gunter
  full_name: Schumann, Gunter
  last_name: Schumann
- first_name: Tobias
  full_name: Banaschewski, Tobias
  last_name: Banaschewski
- first_name: Andre
  full_name: Marquand, Andre
  last_name: Marquand
- first_name: Henrik
  full_name: Walter, Henrik
  last_name: Walter
- first_name: George
  full_name: Ogoh, George
  last_name: Ogoh
- first_name: Bernd Carsten
  full_name: Stahl, Bernd Carsten
  last_name: Stahl
- first_name: Ragnhild
  full_name: Brandlistuen, Ragnhild
  last_name: Brandlistuen
- first_name: Tamara
  full_name: Schikowski, Tamara
  last_name: Schikowski
- first_name: Allan H.
  full_name: Young, Allan H.
  last_name: Young
- first_name: Yu
  full_name: Xinyang, Yu
  last_name: Xinyang
- first_name: Zuo
  full_name: Zhang, Zuo
  last_name: Zhang
- first_name: Kofoworola
  full_name: Agunbiade, Kofoworola
  last_name: Agunbiade
- first_name: Di
  full_name: Chen, Di
  last_name: Chen
- first_name: Sylvane
  full_name: Desrivières, Sylvane
  last_name: Desrivières
- first_name: Nicholas
  full_name: Clinton, Nicholas
  last_name: Clinton
- first_name: Paul
  full_name: Thompson, Paul
  last_name: Thompson
- first_name: Venessa
  full_name: Köhler, Venessa
  last_name: Köhler
- first_name: Ameli
  full_name: Schwalber, Ameli
  last_name: Schwalber
- first_name: Vince D.
  full_name: Calhoun, Vince D.
  last_name: Calhoun
- first_name: Xiao
  full_name: Chang, Xiao
  last_name: Chang
- first_name: Yanqing
  full_name: Zhang, Yanqing
  last_name: Zhang
- first_name: Yuzhu
  full_name: Li, Yuzhu
  last_name: Li
- first_name: Yuxiang
  full_name: Dai, Yuxiang
  last_name: Dai
- first_name: Jiacan
  full_name: Yuan, Jiacan
  last_name: Yuan
- first_name: Yunman
  full_name: Xia, Yunman
  last_name: Xia
- first_name: Tianye
  full_name: Jia, Tianye
  last_name: Jia
- first_name: Paul
  full_name: Renner, Paul
  last_name: Renner
- first_name: Sören
  full_name: Hese, Sören
  last_name: Hese
- first_name: Bernhard
  full_name: Spanlang, Bernhard
  last_name: Spanlang
- first_name: Charlie
  full_name: Pearmund, Charlie
  last_name: Pearmund
- first_name: Anastasios Polykarpos
  full_name: Athanasiadis, Anastasios Polykarpos
  last_name: Athanasiadis
- first_name: Spase
  full_name: Petkoski, Spase
  last_name: Petkoski
- first_name: Viktor
  full_name: Jirsa, Viktor
  last_name: Jirsa
- first_name: Karen
  full_name: Schmitt, Karen
  last_name: Schmitt
- first_name: Johannes H.
  full_name: Wilbertz, Johannes H.
  last_name: Wilbertz
- first_name: Myrto
  full_name: Patraskaki, Myrto
  last_name: Patraskaki
- first_name: Peter
  full_name: Sommer, Peter
  last_name: Sommer
- first_name: Stefanie
  full_name: Heilmann-Heimbach, Stefanie
  last_name: Heilmann-Heimbach
- first_name: Carina M.
  full_name: Mathey, Carina M.
  last_name: Mathey
- first_name: Abigail J.
  full_name: Miller, Abigail J.
  last_name: Miller
- first_name: Isabelle
  full_name: Claus, Isabelle
  last_name: Claus
- first_name: Markus M.
  full_name: Nöthen, Markus M.
  last_name: Nöthen
- first_name: Per
  full_name: Hoffmann, Per
  last_name: Hoffmann
- first_name: Andreas J.
  full_name: Forstner, Andreas J.
  last_name: Forstner
- first_name: Alvaro
  full_name: Pastor, Alvaro
  last_name: Pastor
- first_name: Jaime
  full_name: Gallego, Jaime
  last_name: Gallego
- first_name: Reiya
  full_name: Itatani, Reiya
  last_name: Itatani
- first_name: Francisco
  full_name: Eiroa-Orosa, Francisco
  last_name: Eiroa-Orosa
- first_name: Guillem
  full_name: Feixas, Guillem
  last_name: Feixas
- first_name: Mel
  full_name: Slater, Mel
  last_name: Slater
- first_name: Gaia
  full_name: Novarino, Gaia
  id: 3E57A680-F248-11E8-B48F-1D18A9856A87
  last_name: Novarino
  orcid: 0000-0002-7673-7178
- first_name: Sarah Jane
  full_name: Böttger, Sarah Jane
  last_name: Böttger
- first_name: Mira
  full_name: Tschorn, Mira
  last_name: Tschorn
- first_name: Michael
  full_name: Rapp, Michael
  last_name: Rapp
- first_name: Helga
  full_name: Ask, Helga
  last_name: Ask
- first_name: Rikka
  full_name: Kjelkenes, Rikka
  last_name: Kjelkenes
- first_name: Sara
  full_name: Fernandez, Sara
  last_name: Fernandez
- first_name: Dennis
  full_name: Van Der Meer, Dennis
  last_name: Van Der Meer
- first_name: Lars T.
  full_name: Westlye, Lars T.
  last_name: Westlye
- first_name: Ole A.
  full_name: Andreassen, Ole A.
  last_name: Andreassen
- first_name: Rieke
  full_name: Aden, Rieke
  last_name: Aden
- first_name: Beke
  full_name: Seefried, Beke
  last_name: Seefried
- first_name: Frauke
  full_name: Nees, Frauke
  last_name: Nees
- first_name: Maja
  full_name: Neidhart, Maja
  last_name: Neidhart
- first_name: Argyris
  full_name: Stringaris, Argyris
  last_name: Stringaris
- first_name: Emanuel
  full_name: Schwarz, Emanuel
  last_name: Schwarz
- first_name: Nathalie
  full_name: Holz, Nathalie
  last_name: Holz
- first_name: Heike
  full_name: Tost, Heike
  last_name: Tost
- first_name: Andreas
  full_name: Meyer-Lindenberg, Andreas
  last_name: Meyer-Lindenberg
- first_name: Nina
  full_name: Christmann, Nina
  last_name: Christmann
- first_name: Karina
  full_name: Janson, Karina
  last_name: Janson
- first_name: Kerstin
  full_name: Schepanski, Kerstin
  last_name: Schepanski
- first_name: Tatjana
  full_name: Schütz, Tatjana
  last_name: Schütz
- first_name: Ulrike Helene
  full_name: Taron, Ulrike Helene
  last_name: Taron
- first_name: Roland
  full_name: Eils, Roland
  last_name: Eils
- first_name: Jean Charles
  full_name: Roy, Jean Charles
  last_name: Roy
- first_name: Tristram A.
  full_name: Lett, Tristram A.
  last_name: Lett
- first_name: Hedi
  full_name: Kebir, Hedi
  last_name: Kebir
- first_name: Elli
  full_name: Polemiti, Elli
  last_name: Polemiti
- first_name: Esther
  full_name: Hitchen, Esther
  last_name: Hitchen
- first_name: Marcel
  full_name: Jentsch, Marcel
  last_name: Jentsch
- first_name: Emin
  full_name: Serin, Emin
  last_name: Serin
- first_name: Antoine
  full_name: Bernas, Antoine
  last_name: Bernas
- first_name: Nilakshi
  full_name: Vaidya, Nilakshi
  last_name: Vaidya
- first_name: Sven
  full_name: Twardziok, Sven
  last_name: Twardziok
- first_name: Markus
  full_name: Ralser, Markus
  last_name: Ralser
- first_name: Andreas
  full_name: Heinz, Andreas
  last_name: Heinz
- first_name: Gunter
  full_name: Schumann, Gunter
  last_name: Schumann
citation:
  ama: Serin E, Ritter K, Schumann G, et al. Generating synthetic task-based brain
    fingerprints for population neuroscience using deep learning. <i>Communications
    Biology</i>. 2025;8. doi:<a href="https://doi.org/10.1038/s42003-025-09158-6">10.1038/s42003-025-09158-6</a>
  apa: Serin, E., Ritter, K., Schumann, G., Banaschewski, T., Marquand, A., Walter,
    H., … Schumann, G. (2025). Generating synthetic task-based brain fingerprints
    for population neuroscience using deep learning. <i>Communications Biology</i>.
    Springer Nature. <a href="https://doi.org/10.1038/s42003-025-09158-6">https://doi.org/10.1038/s42003-025-09158-6</a>
  chicago: Serin, Emin, Kerstin Ritter, Gunter Schumann, Tobias Banaschewski, Andre
    Marquand, Henrik Walter, George Ogoh, et al. “Generating Synthetic Task-Based
    Brain Fingerprints for Population Neuroscience Using Deep Learning.” <i>Communications
    Biology</i>. Springer Nature, 2025. <a href="https://doi.org/10.1038/s42003-025-09158-6">https://doi.org/10.1038/s42003-025-09158-6</a>.
  ieee: E. Serin <i>et al.</i>, “Generating synthetic task-based brain fingerprints
    for population neuroscience using deep learning,” <i>Communications Biology</i>,
    vol. 8. Springer Nature, 2025.
  ista: Serin E, Ritter K, Schumann G, Banaschewski T, Marquand A, Walter H, Ogoh
    G, Stahl BC, Brandlistuen R, Schikowski T, Young AH, Xinyang Y, Zhang Z, Agunbiade
    K, Chen D, Desrivières S, Clinton N, Thompson P, Köhler V, Schwalber A, Calhoun
    VD, Chang X, Zhang Y, Li Y, Dai Y, Yuan J, Xia Y, Jia T, Renner P, Hese S, Spanlang
    B, Pearmund C, Athanasiadis AP, Petkoski S, Jirsa V, Schmitt K, Wilbertz JH, Patraskaki
    M, Sommer P, Heilmann-Heimbach S, Mathey CM, Miller AJ, Claus I, Nöthen MM, Hoffmann
    P, Forstner AJ, Pastor A, Gallego J, Itatani R, Eiroa-Orosa F, Feixas G, Slater
    M, Novarino G, Böttger SJ, Tschorn M, Rapp M, Ask H, Kjelkenes R, Fernandez S,
    Van Der Meer D, Westlye LT, Andreassen OA, Aden R, Seefried B, Nees F, Neidhart
    M, Stringaris A, Schwarz E, Holz N, Tost H, Meyer-Lindenberg A, Christmann N,
    Janson K, Schepanski K, Schütz T, Taron UH, Eils R, Roy JC, Lett TA, Kebir H,
    Polemiti E, Hitchen E, Jentsch M, Serin E, Bernas A, Vaidya N, Twardziok S, Ralser
    M, Heinz A, Schumann G. 2025. Generating synthetic task-based brain fingerprints
    for population neuroscience using deep learning. Communications Biology. 8, 1572.
  mla: Serin, Emin, et al. “Generating Synthetic Task-Based Brain Fingerprints for
    Population Neuroscience Using Deep Learning.” <i>Communications Biology</i>, vol.
    8, 1572, Springer Nature, 2025, doi:<a href="https://doi.org/10.1038/s42003-025-09158-6">10.1038/s42003-025-09158-6</a>.
  short: E. Serin, K. Ritter, G. Schumann, T. Banaschewski, A. Marquand, H. Walter,
    G. Ogoh, B.C. Stahl, R. Brandlistuen, T. Schikowski, A.H. Young, Y. Xinyang, Z.
    Zhang, K. Agunbiade, D. Chen, S. Desrivières, N. Clinton, P. Thompson, V. Köhler,
    A. Schwalber, V.D. Calhoun, X. Chang, Y. Zhang, Y. Li, Y. Dai, J. Yuan, Y. Xia,
    T. Jia, P. Renner, S. Hese, B. Spanlang, C. Pearmund, A.P. Athanasiadis, S. Petkoski,
    V. Jirsa, K. Schmitt, J.H. Wilbertz, M. Patraskaki, P. Sommer, S. Heilmann-Heimbach,
    C.M. Mathey, A.J. Miller, I. Claus, M.M. Nöthen, P. Hoffmann, A.J. Forstner, A.
    Pastor, J. Gallego, R. Itatani, F. Eiroa-Orosa, G. Feixas, M. Slater, G. Novarino,
    S.J. Böttger, M. Tschorn, M. Rapp, H. Ask, R. Kjelkenes, S. Fernandez, D. Van
    Der Meer, L.T. Westlye, O.A. Andreassen, R. Aden, B. Seefried, F. Nees, M. Neidhart,
    A. Stringaris, E. Schwarz, N. Holz, H. Tost, A. Meyer-Lindenberg, N. Christmann,
    K. Janson, K. Schepanski, T. Schütz, U.H. Taron, R. Eils, J.C. Roy, T.A. Lett,
    H. Kebir, E. Polemiti, E. Hitchen, M. Jentsch, E. Serin, A. Bernas, N. Vaidya,
    S. Twardziok, M. Ralser, A. Heinz, G. Schumann, Communications Biology 8 (2025).
date_created: 2025-11-23T23:01:38Z
date_published: 2025-12-01T00:00:00Z
date_updated: 2025-12-01T15:24:07Z
day: '01'
ddc:
- '570'
department:
- _id: GaNo
doi: 10.1038/s42003-025-09158-6
external_id:
  isi:
  - '001614464000001'
  pmid:
  - '41238730'
file:
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  checksum: b8b3c1abe7048a09b920082a37e786a5
  content_type: application/pdf
  creator: dernst
  date_created: 2025-11-24T09:12:19Z
  date_updated: 2025-11-24T09:12:19Z
  file_id: '20675'
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file_date_updated: 2025-11-24T09:12:19Z
has_accepted_license: '1'
intvolume: '         8'
isi: 1
language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
pmid: 1
publication: Communications Biology
publication_identifier:
  eissn:
  - 2399-3642
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Generating synthetic task-based brain fingerprints for population neuroscience
  using deep learning
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 8
year: '2025'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '20731'
abstract:
- lang: eng
  text: The adult human brain, under resting conditions, consumes approximately 20%
    of total body glucose, a demand that is even higher during the first decade of
    life. The brain metabolic landscape is intricately regulated throughout development,
    and each cell type exhibits distinct metabolic signatures at each specific stage.
    This picture becomes even more intricate when considering that metabolism is dynamically
    modulated to sustain critical biological processes, such as cell proliferation
    and differentiation and synaptic activity–dependent processes. The orchestration
    between metabolic regulation and the aforementioned physiological processes often
    relies on metabolism-dependent changes in the epigenetic landscape, which shape
    gene expression patterns to trigger selected downstream biological responses.
    Perturbations of brain metabolic pathways are frequently the cause of severe neurodevelopmental
    disorders. This review explores the latest insights into the regulation of brain
    metabolism in health and disease.
acknowledgement: Funding provided by the European Union (grant 101057429) to G.N.
article_processing_charge: Yes (in subscription journal)
article_type: review
author:
- first_name: Domenico
  full_name: Marano, Domenico
  id: 3b004c42-803f-11ed-ab7e-ecee8f08bd58
  last_name: Marano
- first_name: Vittoria
  full_name: Mariano, Vittoria
  id: ee829c33-edb3-11ed-b4fb-c020aaca4b01
  last_name: Mariano
- first_name: Gaia
  full_name: Novarino, Gaia
  id: 3E57A680-F248-11E8-B48F-1D18A9856A87
  last_name: Novarino
  orcid: 0000-0002-7673-7178
citation:
  ama: 'Marano D, Mariano V, Novarino G. Fueling the mind: Brain metabolism in health
    and neurodevelopmental disorders. <i>Annual Review of Genetics</i>. 2025;59:415-434.
    doi:<a href="https://doi.org/10.1146/annurev-genet-111523-102424">10.1146/annurev-genet-111523-102424</a>'
  apa: 'Marano, D., Mariano, V., &#38; Novarino, G. (2025). Fueling the mind: Brain
    metabolism in health and neurodevelopmental disorders. <i>Annual Review of Genetics</i>.
    Annual Reviews. <a href="https://doi.org/10.1146/annurev-genet-111523-102424">https://doi.org/10.1146/annurev-genet-111523-102424</a>'
  chicago: 'Marano, Domenico, Vittoria Mariano, and Gaia Novarino. “Fueling the Mind:
    Brain Metabolism in Health and Neurodevelopmental Disorders.” <i>Annual Review
    of Genetics</i>. Annual Reviews, 2025. <a href="https://doi.org/10.1146/annurev-genet-111523-102424">https://doi.org/10.1146/annurev-genet-111523-102424</a>.'
  ieee: 'D. Marano, V. Mariano, and G. Novarino, “Fueling the mind: Brain metabolism
    in health and neurodevelopmental disorders,” <i>Annual Review of Genetics</i>,
    vol. 59. Annual Reviews, pp. 415–434, 2025.'
  ista: 'Marano D, Mariano V, Novarino G. 2025. Fueling the mind: Brain metabolism
    in health and neurodevelopmental disorders. Annual Review of Genetics. 59, 415–434.'
  mla: 'Marano, Domenico, et al. “Fueling the Mind: Brain Metabolism in Health and
    Neurodevelopmental Disorders.” <i>Annual Review of Genetics</i>, vol. 59, Annual
    Reviews, 2025, pp. 415–34, doi:<a href="https://doi.org/10.1146/annurev-genet-111523-102424">10.1146/annurev-genet-111523-102424</a>.'
  short: D. Marano, V. Mariano, G. Novarino, Annual Review of Genetics 59 (2025) 415–434.
corr_author: '1'
date_created: 2025-12-07T23:02:01Z
date_published: 2025-11-03T00:00:00Z
date_updated: 2025-12-09T12:55:11Z
day: '03'
ddc:
- '570'
department:
- _id: GaNo
doi: 10.1146/annurev-genet-111523-102424
external_id:
  pmid:
  - '40902207'
file:
- access_level: open_access
  checksum: 1000228dc9aca3d48e92605607a99c41
  content_type: application/pdf
  creator: dernst
  date_created: 2025-12-09T12:53:09Z
  date_updated: 2025-12-09T12:53:09Z
  file_id: '20745'
  file_name: 2025_AnnualRevGenetics_Marano.pdf
  file_size: 3629986
  relation: main_file
  success: 1
file_date_updated: 2025-12-09T12:53:09Z
has_accepted_license: '1'
intvolume: '        59'
language:
- iso: eng
month: '11'
oa: 1
oa_version: Published Version
page: 415-434
pmid: 1
project:
- _id: 349d1832-11ca-11ed-8bc3-d79b574010e0
  grant_number: '101057429'
  name: Reducing the impact of major environmental challenges on mental health
publication: Annual Review of Genetics
publication_identifier:
  eissn:
  - 1545-2948
  issn:
  - 0066-4197
publication_status: published
publisher: Annual Reviews
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Fueling the mind: Brain metabolism in health and neurodevelopmental disorders'
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 59
year: '2025'
...
---
OA_place: publisher
OA_type: hybrid
_id: '14257'
abstract:
- lang: eng
  text: Mapping the complex and dense arrangement of cells and their connectivity
    in brain tissue demands nanoscale spatial resolution imaging. Super-resolution
    optical microscopy excels at visualizing specific molecules and individual cells
    but fails to provide tissue context. Here we developed Comprehensive Analysis
    of Tissues across Scales (CATS), a technology to densely map brain tissue architecture
    from millimeter regional to nanometer synaptic scales in diverse chemically fixed
    brain preparations, including rodent and human. CATS uses fixation-compatible
    extracellular labeling and optical imaging, including stimulated emission depletion
    or expansion microscopy, to comprehensively delineate cellular structures. It
    enables three-dimensional reconstruction of single synapses and mapping of synaptic
    connectivity by identification and analysis of putative synaptic cleft regions.
    Applying CATS to the mouse hippocampal mossy fiber circuitry, we reconstructed
    and quantified the synaptic input and output structure of identified neurons.
    We furthermore demonstrate applicability to clinically derived human tissue samples,
    including formalin-fixed paraffin-embedded routine diagnostic specimens, for visualizing
    the cellular architecture of brain tissue in health and disease.
acknowledged_ssus:
- _id: ScienComp
- _id: Bio
- _id: PreCl
- _id: LifeSc
- _id: M-Shop
- _id: E-Lib
acknowledgement: 'We thank J. Vorlaufer, N. Agudelo-Dueñas, W. Jahr and A. Wartak
  for microscope maintenance and troubleshooting; C. Kreuzinger, A. Freeman and I.
  Erber for technical assistance; and M. Tomschik for support with obtaining human
  samples. We gratefully acknowledge E. Miguel for setting up webKnossos and M. Šuplata
  for computational support and hardware control. We are grateful to R. Shigemoto
  and B. Bickel for generous support and M. Sixt and S. Boyd (Stanford University)
  for discussions and critical reading of the paper. PSD95-HaloTag mice were kindly
  provided by S. Grant (University of Edinburgh). We acknowledge expert support by
  Institute of Science and Technology Austria’s scientific computing, imaging and
  optics, preclinical and lab support facilities and by the Miba machine shop and
  library. We gratefully acknowledge funding by the following sources: Austrian Science
  Fund (FWF) grant I3600-B27 (J.G.D.); Austrian Science Fund (FWF) grant DK W1232
  (J.G.D. and J.M.M.); Austrian Science Fund (FWF) grant Z 312-B27, Wittgenstein award
  (P.J.); Austrian Science Fund (FWF) projects I4685-B, I6565-B (SYNABS) and DOC 33-B27
  (R.H.); Gesellschaft für Forschungsförderung NÖ (NFB) grant LSC18-022 (J.G.D.);
  European Union’s Horizon 2020 research and innovation programme, European Research
  Council (ERC) grant 715508 – REVERSEAUTISM (G.N.); European Union’s Horizon 2020
  research and innovation programme, European Research Council (ERC) grant 692692
  – GIANTSYN (P.J.); Marie Skłodowska-Curie Actions Fellowship GA no. 665385 under
  the EU Horizon 2020 program (J.M.M. and J.L.); and Marie Skłodowska-Curie Actions
  Individual Fellowship no. 101026635 under the EU Horizon 2020 program (J.F.W.).'
article_processing_charge: Yes (in subscription journal)
article_type: original
author:
- first_name: Julia M
  full_name: Michalska, Julia M
  id: 443DB6DE-F248-11E8-B48F-1D18A9856A87
  last_name: Michalska
  orcid: 0000-0003-3862-1235
- first_name: Julia
  full_name: Lyudchik, Julia
  id: 46E28B80-F248-11E8-B48F-1D18A9856A87
  last_name: Lyudchik
- first_name: Philipp
  full_name: Velicky, Philipp
  id: 39BDC62C-F248-11E8-B48F-1D18A9856A87
  last_name: Velicky
  orcid: 0000-0002-2340-7431
- first_name: Hana
  full_name: Korinkova, Hana
  id: ee3cb6ca-ec98-11ea-ae11-ff703e2254ed
  last_name: Korinkova
- first_name: Jake
  full_name: Watson, Jake
  id: 63836096-4690-11EA-BD4E-32803DDC885E
  last_name: Watson
  orcid: 0000-0002-8698-3823
- first_name: Alban
  full_name: Cenameri, Alban
  id: 9ac8f577-2357-11eb-997a-e566c5550886
  last_name: Cenameri
- first_name: Christoph M
  full_name: Sommer, Christoph M
  id: 4DF26D8C-F248-11E8-B48F-1D18A9856A87
  last_name: Sommer
  orcid: 0000-0003-1216-9105
- first_name: Nicole
  full_name: Amberg, Nicole
  id: 4CD6AAC6-F248-11E8-B48F-1D18A9856A87
  last_name: Amberg
  orcid: 0000-0002-3183-8207
- first_name: Alessandro
  full_name: Venturino, Alessandro
  id: 41CB84B2-F248-11E8-B48F-1D18A9856A87
  last_name: Venturino
  orcid: 0000-0003-2356-9403
- first_name: Karl
  full_name: Roessler, Karl
  last_name: Roessler
- first_name: Thomas
  full_name: Czech, Thomas
  last_name: Czech
- first_name: Romana
  full_name: Höftberger, Romana
  last_name: Höftberger
- first_name: Sandra
  full_name: Siegert, Sandra
  id: 36ACD32E-F248-11E8-B48F-1D18A9856A87
  last_name: Siegert
  orcid: 0000-0001-8635-0877
- first_name: Gaia
  full_name: Novarino, Gaia
  id: 3E57A680-F248-11E8-B48F-1D18A9856A87
  last_name: Novarino
  orcid: 0000-0002-7673-7178
- first_name: Peter M
  full_name: Jonas, Peter M
  id: 353C1B58-F248-11E8-B48F-1D18A9856A87
  last_name: Jonas
  orcid: 0000-0001-5001-4804
- first_name: Johann G
  full_name: Danzl, Johann G
  id: 42EFD3B6-F248-11E8-B48F-1D18A9856A87
  last_name: Danzl
  orcid: 0000-0001-8559-3973
citation:
  ama: Michalska JM, Lyudchik J, Velicky P, et al. Imaging brain tissue architecture
    across millimeter to nanometer scales. <i>Nature Biotechnology</i>. 2024;42:1051-1064.
    doi:<a href="https://doi.org/10.1038/s41587-023-01911-8">10.1038/s41587-023-01911-8</a>
  apa: Michalska, J. M., Lyudchik, J., Velicky, P., Korinkova, H., Watson, J., Cenameri,
    A., … Danzl, J. G. (2024). Imaging brain tissue architecture across millimeter
    to nanometer scales. <i>Nature Biotechnology</i>. Springer Nature. <a href="https://doi.org/10.1038/s41587-023-01911-8">https://doi.org/10.1038/s41587-023-01911-8</a>
  chicago: Michalska, Julia M, Julia Lyudchik, Philipp Velicky, Hana Korinkova, Jake
    Watson, Alban Cenameri, Christoph M Sommer, et al. “Imaging Brain Tissue Architecture
    across Millimeter to Nanometer Scales.” <i>Nature Biotechnology</i>. Springer
    Nature, 2024. <a href="https://doi.org/10.1038/s41587-023-01911-8">https://doi.org/10.1038/s41587-023-01911-8</a>.
  ieee: J. M. Michalska <i>et al.</i>, “Imaging brain tissue architecture across millimeter
    to nanometer scales,” <i>Nature Biotechnology</i>, vol. 42. Springer Nature, pp.
    1051–1064, 2024.
  ista: Michalska JM, Lyudchik J, Velicky P, Korinkova H, Watson J, Cenameri A, Sommer
    CM, Amberg N, Venturino A, Roessler K, Czech T, Höftberger R, Siegert S, Novarino
    G, Jonas PM, Danzl JG. 2024. Imaging brain tissue architecture across millimeter
    to nanometer scales. Nature Biotechnology. 42, 1051–1064.
  mla: Michalska, Julia M., et al. “Imaging Brain Tissue Architecture across Millimeter
    to Nanometer Scales.” <i>Nature Biotechnology</i>, vol. 42, Springer Nature, 2024,
    pp. 1051–64, doi:<a href="https://doi.org/10.1038/s41587-023-01911-8">10.1038/s41587-023-01911-8</a>.
  short: J.M. Michalska, J. Lyudchik, P. Velicky, H. Korinkova, J. Watson, A. Cenameri,
    C.M. Sommer, N. Amberg, A. Venturino, K. Roessler, T. Czech, R. Höftberger, S.
    Siegert, G. Novarino, P.M. Jonas, J.G. Danzl, Nature Biotechnology 42 (2024) 1051–1064.
corr_author: '1'
date_created: 2023-09-03T22:01:15Z
date_published: 2024-07-01T00:00:00Z
date_updated: 2026-04-14T08:34:35Z
day: '01'
ddc:
- '570'
department:
- _id: SaSi
- _id: GaNo
- _id: PeJo
- _id: JoDa
- _id: Bio
- _id: RySh
doi: 10.1038/s41587-023-01911-8
ec_funded: 1
external_id:
  isi:
  - '001065254200001'
  pmid:
  - '37653226'
file:
- access_level: open_access
  checksum: 57d5fafb16f02dcb9f7dddb1bd7e2a71
  content_type: application/pdf
  creator: dernst
  date_created: 2025-01-09T07:48:01Z
  date_updated: 2025-01-09T07:48:01Z
  file_id: '18784'
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  file_size: 26065165
  relation: main_file
  success: 1
file_date_updated: 2025-01-09T07:48:01Z
has_accepted_license: '1'
intvolume: '        42'
isi: 1
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: 1051-1064
pmid: 1
project:
- _id: 265CB4D0-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: I03600
  name: Optical control of synaptic function via adhesion molecules
- _id: 2548AE96-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: W1232
  name: Molecular Drug Targets
- _id: 25C5A090-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z00312
  name: Synaptic communication in neuronal microcircuits
- _id: 23889792-32DE-11EA-91FC-C7463DDC885E
  grant_number: LS18-022
  name: High content imaging to decode human immune cell interactions in health and
    allergic disease
- _id: 25444568-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '715508'
  name: Probing the Reversibility of Autism Spectrum Disorders by Employing in vivo
    and in vitro Models
- _id: 25B7EB9E-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '692692'
  name: Biophysics and circuit function of a giant cortical glutamatergic synapse
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
- _id: fc2be41b-9c52-11eb-aca3-faa90aa144e9
  call_identifier: H2020
  grant_number: '101026635'
  name: Synaptic computations of the hippocampal CA3 circuitry
publication: Nature Biotechnology
publication_identifier:
  eissn:
  - 1546-1696
  issn:
  - 1087-0156
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
  link:
  - relation: software
    url: https://github.com/danzllab/CATS
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    relation: dissertation_contains
    status: deleted
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    status: public
scopus_import: '1'
status: public
title: Imaging brain tissue architecture across millimeter to nanometer scales
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 42
year: '2024'
...
---
_id: '15385'
abstract:
- lang: eng
  text: "Relevant information about the data can be found in the 'Readme_Data.txt'
    file. \r\nA previous version of the publication can be found on BioRxiv: https://www.biorxiv.org/content/10.1101/2022.10.11.511691v4\r\nand
    published in Plos Biology (2024)"
acknowledged_ssus:
- _id: PreCl
- _id: M-Shop
- _id: LifeSc
- _id: Bio
acknowledgement: 'We thank Armel Nicolas, Bella Bruszel and Ewelina Dutkiewicz from
  the ISTA Mass Spectrometry Service (Lab Services Facilities) for all Proteomics
  work, including samples preparation, LC/MS data acquisition, searches and data evaluation.
  We thank Prof. Peter Jonas for his suggestion on the involvement of potassium channels
  and members of the Neuroethology group for their comments on the manuscript. Katalin
  Szigeti and Julie Murmann for experimental help. This research was supported by
  the Scientific Service Units of ISTA through resources provided by the Lab Support
  Facility, the Imaging and Optics Facility, the Machine Shop Unit and the Preclinical
  Facility, especially Freyja Langer and Michael Schunn. '
article_processing_charge: No
author:
- first_name: Laura
  full_name: Burnett, Laura
  id: 3B717F68-F248-11E8-B48F-1D18A9856A87
  last_name: Burnett
  orcid: 0000-0002-8937-410X
- first_name: Peter
  full_name: Koppensteiner, Peter
  id: 3B8B25A8-F248-11E8-B48F-1D18A9856A87
  last_name: Koppensteiner
  orcid: 0000-0002-3509-1948
- first_name: Olga
  full_name: Symonova, Olga
  id: 3C0C7BC6-F248-11E8-B48F-1D18A9856A87
  last_name: Symonova
  orcid: 0000-0003-2012-9947
- first_name: Tomas
  full_name: Masson, Tomas
  id: 93ac43e8-8599-11eb-9b86-f6efb0a4c207
  last_name: Masson
  orcid: 0000-0002-2634-6283
- first_name: Tomas A
  full_name: Vega Zuniga, Tomas A
  id: 2E7C4E78-F248-11E8-B48F-1D18A9856A87
  last_name: Vega Zuniga
- first_name: Ximena
  full_name: Contreras, Ximena
  id: 475990FE-F248-11E8-B48F-1D18A9856A87
  last_name: Contreras
- first_name: Thomas
  full_name: Rülicke, Thomas
  last_name: Rülicke
- first_name: Ryuichi
  full_name: Shigemoto, Ryuichi
  id: 499F3ABC-F248-11E8-B48F-1D18A9856A87
  last_name: Shigemoto
  orcid: 0000-0001-8761-9444
- first_name: Gaia
  full_name: Novarino, Gaia
  id: 3E57A680-F248-11E8-B48F-1D18A9856A87
  last_name: Novarino
  orcid: 0000-0002-7673-7178
- first_name: Maximilian A
  full_name: Jösch, Maximilian A
  id: 2BD278E6-F248-11E8-B48F-1D18A9856A87
  last_name: Jösch
  orcid: 0000-0002-3937-1330
citation:
  ama: Burnett L, Koppensteiner P, Symonova O, et al. Shared behavioural impairments
    in visual perception and place avoidance across different autism models are driven
    by periaqueductal grey hypoexcitability in Setd5 haploinsufficient mice. 2024.
    doi:<a href="https://doi.org/10.15479/AT:ISTA:15385">10.15479/AT:ISTA:15385</a>
  apa: Burnett, L., Koppensteiner, P., Symonova, O., Masson, T., Vega Zuniga, T. A.,
    Contreras, X., … Jösch, M. A. (2024). Shared behavioural impairments in visual
    perception and place avoidance across different autism models are driven by periaqueductal
    grey hypoexcitability in Setd5 haploinsufficient mice. Institute of Science and
    Technology Austria. <a href="https://doi.org/10.15479/AT:ISTA:15385">https://doi.org/10.15479/AT:ISTA:15385</a>
  chicago: Burnett, Laura, Peter Koppensteiner, Olga Symonova, Tomas Masson, Tomas
    A Vega Zuniga, Ximena Contreras, Thomas Rülicke, Ryuichi Shigemoto, Gaia Novarino,
    and Maximilian A Jösch. “Shared Behavioural Impairments in Visual Perception and
    Place Avoidance across Different Autism Models Are Driven by Periaqueductal Grey
    Hypoexcitability in Setd5 Haploinsufficient Mice.” Institute of Science and Technology
    Austria, 2024. <a href="https://doi.org/10.15479/AT:ISTA:15385">https://doi.org/10.15479/AT:ISTA:15385</a>.
  ieee: L. Burnett <i>et al.</i>, “Shared behavioural impairments in visual perception
    and place avoidance across different autism models are driven by periaqueductal
    grey hypoexcitability in Setd5 haploinsufficient mice.” Institute of Science and
    Technology Austria, 2024.
  ista: Burnett L, Koppensteiner P, Symonova O, Masson T, Vega Zuniga TA, Contreras
    X, Rülicke T, Shigemoto R, Novarino G, Jösch MA. 2024. Shared behavioural impairments
    in visual perception and place avoidance across different autism models are driven
    by periaqueductal grey hypoexcitability in Setd5 haploinsufficient mice, Institute
    of Science and Technology Austria, <a href="https://doi.org/10.15479/AT:ISTA:15385">10.15479/AT:ISTA:15385</a>.
  mla: Burnett, Laura, et al. <i>Shared Behavioural Impairments in Visual Perception
    and Place Avoidance across Different Autism Models Are Driven by Periaqueductal
    Grey Hypoexcitability in Setd5 Haploinsufficient Mice</i>. Institute of Science
    and Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/AT:ISTA:15385">10.15479/AT:ISTA:15385</a>.
  short: L. Burnett, P. Koppensteiner, O. Symonova, T. Masson, T.A. Vega Zuniga, X.
    Contreras, T. Rülicke, R. Shigemoto, G. Novarino, M.A. Jösch, (2024).
corr_author: '1'
date_created: 2024-05-13T15:04:04Z
date_published: 2024-05-15T00:00:00Z
date_updated: 2025-09-08T07:57:11Z
day: '15'
ddc:
- '570'
department:
- _id: MaJö
- _id: PreCl
- _id: SiHi
- _id: RySh
- _id: GaNo
doi: 10.15479/AT:ISTA:15385
file:
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  creator: mjoesch
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  file_id: '15400'
  file_name: Readme_Data.txt
  file_size: 18841
  relation: main_file
  success: 1
file_date_updated: 2024-05-16T09:08:20Z
has_accepted_license: '1'
keyword:
- ASD
- periaqueductal gray
- perception
- behavior
- potassium channels
month: '05'
oa: 1
oa_version: Published Version
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '17142'
    relation: used_in_publication
    status: public
status: public
title: Shared behavioural impairments in visual perception and place avoidance across
  different autism models are driven by periaqueductal grey hypoexcitability in Setd5
  haploinsufficient mice
tmp:
  image: /images/cc_by_nc.png
  legal_code_url: https://creativecommons.org/licenses/by-nc/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)
  short: CC BY-NC (4.0)
type: research_data
user_id: 68b8ca59-c5b3-11ee-8790-cd641c68093d
year: '2024'
...
---
_id: '17091'
abstract:
- lang: eng
  text: DNA sequences are connected to genes and functions in the developing and adult
    brain
article_processing_charge: No
article_type: letter_note
author:
- first_name: Gaia
  full_name: Novarino, Gaia
  id: 3E57A680-F248-11E8-B48F-1D18A9856A87
  last_name: Novarino
  orcid: 0000-0002-7673-7178
- first_name: Christoph
  full_name: Bock, Christoph
  last_name: Bock
citation:
  ama: Novarino G, Bock C. Mapping the brain’s gene-regulatory maze. <i>Science</i>.
    2024;384(6698):860-861. doi:<a href="https://doi.org/10.1126/science.adp4663">10.1126/science.adp4663</a>
  apa: Novarino, G., &#38; Bock, C. (2024). Mapping the brain’s gene-regulatory maze.
    <i>Science</i>. AAAS. <a href="https://doi.org/10.1126/science.adp4663">https://doi.org/10.1126/science.adp4663</a>
  chicago: Novarino, Gaia, and Christoph Bock. “Mapping the Brain’s Gene-Regulatory
    Maze.” <i>Science</i>. AAAS, 2024. <a href="https://doi.org/10.1126/science.adp4663">https://doi.org/10.1126/science.adp4663</a>.
  ieee: G. Novarino and C. Bock, “Mapping the brain’s gene-regulatory maze,” <i>Science</i>,
    vol. 384, no. 6698. AAAS, pp. 860–861, 2024.
  ista: Novarino G, Bock C. 2024. Mapping the brain’s gene-regulatory maze. Science.
    384(6698), 860–861.
  mla: Novarino, Gaia, and Christoph Bock. “Mapping the Brain’s Gene-Regulatory Maze.”
    <i>Science</i>, vol. 384, no. 6698, AAAS, 2024, pp. 860–61, doi:<a href="https://doi.org/10.1126/science.adp4663">10.1126/science.adp4663</a>.
  short: G. Novarino, C. Bock, Science 384 (2024) 860–861.
corr_author: '1'
date_created: 2024-06-02T22:00:57Z
date_published: 2024-05-24T00:00:00Z
date_updated: 2025-09-08T07:40:10Z
day: '24'
department:
- _id: GaNo
doi: 10.1126/science.adp4663
external_id:
  isi:
  - '001230076500007'
  pmid:
  - '38781359'
intvolume: '       384'
isi: 1
issue: '6698'
language:
- iso: eng
month: '05'
oa_version: None
page: 860-861
pmid: 1
publication: Science
publication_identifier:
  eissn:
  - 1095-9203
  issn:
  - 0036-8075
publication_status: published
publisher: AAAS
quality_controlled: '1'
scopus_import: '1'
status: public
title: Mapping the brain’s gene-regulatory maze
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 384
year: '2024'
...
---
APC_amount: 6081,83 EUR
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '17142'
abstract:
- lang: eng
  text: Despite the diverse genetic origins of autism spectrum disorders (ASDs), affected
    individuals share strikingly similar and correlated behavioural traits that include
    perceptual and sensory processing challenges. Notably, the severity of these sensory
    symptoms is often predictive of the expression of other autistic traits. However,
    the origin of these perceptual deficits remains largely elusive. Here, we show
    a recurrent impairment in visual threat perception that is similarly impaired
    in 3 independent mouse models of ASD with different molecular aetiologies. Interestingly,
    this deficit is associated with reduced avoidance of threatening environments—a
    nonperceptual trait. Focusing on a common cause of ASDs, the Setd5 gene mutation,
    we define the molecular mechanism. We show that the perceptual impairment is caused
    by a potassium channel (Kv1)-mediated hypoexcitability in a subcortical node essential
    for the initiation of escape responses, the dorsal periaqueductal grey (dPAG).
    Targeted pharmacological Kv1 blockade rescued both perceptual and place avoidance
    deficits, causally linking seemingly unrelated trait deficits to the dPAG. Furthermore,
    we show that different molecular mechanisms converge on similar behavioural phenotypes
    by demonstrating that the autism models Cul3 and Ptchd1, despite having similar
    behavioural phenotypes, differ in their functional and molecular alteration. Our
    findings reveal a link between rapid perception controlled by subcortical pathways
    and appropriate learned interactions with the environment and define a nondevelopmental
    source of such deficits in ASD.
acknowledgement: 'This work was supported by a European Research Council Starting
  Grant 756502 (MJ). '
article_number: e3002668
article_processing_charge: Yes
article_type: original
author:
- first_name: Laura
  full_name: Burnett, Laura
  id: 3B717F68-F248-11E8-B48F-1D18A9856A87
  last_name: Burnett
  orcid: 0000-0002-8937-410X
- first_name: Peter
  full_name: Koppensteiner, Peter
  id: 3B8B25A8-F248-11E8-B48F-1D18A9856A87
  last_name: Koppensteiner
  orcid: 0000-0002-3509-1948
- first_name: Olga
  full_name: Symonova, Olga
  id: 3C0C7BC6-F248-11E8-B48F-1D18A9856A87
  last_name: Symonova
  orcid: 0000-0003-2012-9947
- first_name: Tomas
  full_name: Masson, Tomas
  id: 93ac43e8-8599-11eb-9b86-f6efb0a4c207
  last_name: Masson
  orcid: 0000-0002-2634-6283
- first_name: Tomas A
  full_name: Vega Zuniga, Tomas A
  id: 2E7C4E78-F248-11E8-B48F-1D18A9856A87
  last_name: Vega Zuniga
- first_name: Ximena
  full_name: Contreras, Ximena
  id: 475990FE-F248-11E8-B48F-1D18A9856A87
  last_name: Contreras
- first_name: Thomas
  full_name: Rülicke, Thomas
  last_name: Rülicke
- first_name: Ryuichi
  full_name: Shigemoto, Ryuichi
  id: 499F3ABC-F248-11E8-B48F-1D18A9856A87
  last_name: Shigemoto
  orcid: 0000-0001-8761-9444
- first_name: Gaia
  full_name: Novarino, Gaia
  id: 3E57A680-F248-11E8-B48F-1D18A9856A87
  last_name: Novarino
  orcid: 0000-0002-7673-7178
- first_name: Maximilian A
  full_name: Jösch, Maximilian A
  id: 2BD278E6-F248-11E8-B48F-1D18A9856A87
  last_name: Jösch
  orcid: 0000-0002-3937-1330
citation:
  ama: Burnett L, Koppensteiner P, Symonova O, et al. Shared behavioural impairments
    in visual perception and place avoidance across different autism models are driven
    by periaqueductal grey hypoexcitability in Setd5 haploinsufficient mice. <i>PLoS
    Biology</i>. 2024;22. doi:<a href="https://doi.org/10.1371/journal.pbio.3002668">10.1371/journal.pbio.3002668</a>
  apa: Burnett, L., Koppensteiner, P., Symonova, O., Masson, T., Vega Zuniga, T. A.,
    Contreras, X., … Jösch, M. A. (2024). Shared behavioural impairments in visual
    perception and place avoidance across different autism models are driven by periaqueductal
    grey hypoexcitability in Setd5 haploinsufficient mice. <i>PLoS Biology</i>. Public
    Library of Science. <a href="https://doi.org/10.1371/journal.pbio.3002668">https://doi.org/10.1371/journal.pbio.3002668</a>
  chicago: Burnett, Laura, Peter Koppensteiner, Olga Symonova, Tomas Masson, Tomas
    A Vega Zuniga, Ximena Contreras, Thomas Rülicke, Ryuichi Shigemoto, Gaia Novarino,
    and Maximilian A Jösch. “Shared Behavioural Impairments in Visual Perception and
    Place Avoidance across Different Autism Models Are Driven by Periaqueductal Grey
    Hypoexcitability in Setd5 Haploinsufficient Mice.” <i>PLoS Biology</i>. Public
    Library of Science, 2024. <a href="https://doi.org/10.1371/journal.pbio.3002668">https://doi.org/10.1371/journal.pbio.3002668</a>.
  ieee: L. Burnett <i>et al.</i>, “Shared behavioural impairments in visual perception
    and place avoidance across different autism models are driven by periaqueductal
    grey hypoexcitability in Setd5 haploinsufficient mice,” <i>PLoS Biology</i>, vol.
    22. Public Library of Science, 2024.
  ista: Burnett L, Koppensteiner P, Symonova O, Masson T, Vega Zuniga TA, Contreras
    X, Rülicke T, Shigemoto R, Novarino G, Jösch MA. 2024. Shared behavioural impairments
    in visual perception and place avoidance across different autism models are driven
    by periaqueductal grey hypoexcitability in Setd5 haploinsufficient mice. PLoS
    Biology. 22, e3002668.
  mla: Burnett, Laura, et al. “Shared Behavioural Impairments in Visual Perception
    and Place Avoidance across Different Autism Models Are Driven by Periaqueductal
    Grey Hypoexcitability in Setd5 Haploinsufficient Mice.” <i>PLoS Biology</i>, vol.
    22, e3002668, Public Library of Science, 2024, doi:<a href="https://doi.org/10.1371/journal.pbio.3002668">10.1371/journal.pbio.3002668</a>.
  short: L. Burnett, P. Koppensteiner, O. Symonova, T. Masson, T.A. Vega Zuniga, X.
    Contreras, T. Rülicke, R. Shigemoto, G. Novarino, M.A. Jösch, PLoS Biology 22
    (2024).
corr_author: '1'
date_created: 2024-06-16T22:01:05Z
date_published: 2024-06-10T00:00:00Z
date_updated: 2025-09-08T07:57:11Z
day: '10'
ddc:
- '570'
department:
- _id: RySh
- _id: GaNo
- _id: MaJö
doi: 10.1371/journal.pbio.3002668
ec_funded: 1
external_id:
  isi:
  - '001246176800003'
  pmid:
  - '38857283'
file:
- access_level: open_access
  checksum: 496e1aa4fd5b92b7e4087ecc2c964133
  content_type: application/pdf
  creator: dernst
  date_created: 2025-01-09T10:39:41Z
  date_updated: 2025-01-09T10:39:41Z
  file_id: '18805'
  file_name: 2024_PloS_Burnett.pdf
  file_size: 4016568
  relation: main_file
  success: 1
file_date_updated: 2025-01-09T10:39:41Z
has_accepted_license: '1'
intvolume: '        22'
isi: 1
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
pmid: 1
project:
- _id: 2634E9D2-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '756502'
  name: Circuits of Visual Attention
publication: PLoS Biology
publication_identifier:
  eissn:
  - 1545-7885
  issn:
  - 1544-9173
publication_status: published
publisher: Public Library of Science
quality_controlled: '1'
related_material:
  link:
  - relation: software
    url: https://doi.org/10.5281/zenodo.11130587
  record:
  - id: '15385'
    relation: research_data
    status: public
scopus_import: '1'
status: public
title: Shared behavioural impairments in visual perception and place avoidance across
  different autism models are driven by periaqueductal grey hypoexcitability in Setd5
  haploinsufficient mice
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 22
year: '2024'
...
---
OA_place: repository
_id: '18677'
abstract:
- lang: eng
  text: The information-processing capability of the brain’s cellular network depends
    on the physical wiring pattern between neurons and their molecular and functional
    characteristics. Mapping neurons and resolving their individual synaptic connections
    can be achieved by volumetric imaging at nanoscale resolution with dense cellular
    labeling. Light microscopy is uniquely positioned to visualize specific molecules
    but dense, synapse-level circuit reconstruction by light microscopy has been out
    of reach due to limitations in resolution, contrast, and volumetric imaging capability.
    Here we developed light-microscopy based connectomics (LICONN). We integrated
    specifically engineered hydrogel embedding and expansion with comprehensive deep-learning
    based segmentation and analysis of connectivity, thus directly incorporating molecular
    information in synapse-level brain tissue reconstructions. LICONN will allow synapse-level
    brain tissue phenotyping in biological experiments in a readily adoptable manner.
acknowledged_ssus:
- _id: E-Lib
- _id: M-Shop
- _id: LifeSc
- _id: Bio
- _id: ScienComp
acknowledgement: "We thank Sven Dorkenwald and Peter Li for critical reading of the\r\nmanuscript.
  We acknowledge expert support by ISTA’s scientific service units: Imaging and\r\nOptics,
  Lab Support, Scientific Computing, Preclinical Facility, Miba Machine Shop, and
  Library.\r\nWe gratefully acknowledge funding by the following sources:\r\nAustrian
  Science Fund (FWF) grant DK W1232 (JGD, MRT)\r\nAustrian Academy of Sciences DOC
  fellowship 26137 (MRT)\r\nEU Horizon 2020 program, Marie Skłodowska-Curie Actions
  Fellowship 665385 (JL)\r\nGesellschaft für Forschungsförderung NÖ (NFB) grant LSC18-022
  (JGD)\r\nEuropean Union’s Horizon 2020 research and innovation programme, European
  Research\r\nCouncil (ERC) grant 101044865 “SecretAutism.”\r\n"
article_processing_charge: No
author:
- first_name: Mojtaba
  full_name: Tavakoli, Mojtaba
  id: 3A0A06F4-F248-11E8-B48F-1D18A9856A87
  last_name: Tavakoli
  orcid: 0000-0002-7667-6854
- first_name: Julia
  full_name: Lyudchik, Julia
  id: 46E28B80-F248-11E8-B48F-1D18A9856A87
  last_name: Lyudchik
- first_name: Michał
  full_name: Januszewski, Michał
  last_name: Januszewski
- first_name: Vitali
  full_name: Vistunou, Vitali
  id: 7e146587-8972-11ed-ae7b-d7a32ea86a81
  last_name: Vistunou
- first_name: Nathalie
  full_name: Agudelo Duenas, Nathalie
  id: 40E7F008-F248-11E8-B48F-1D18A9856A87
  last_name: Agudelo Duenas
- first_name: Jakob
  full_name: Vorlaufer, Jakob
  id: 937696FA-C996-11E9-8C7C-CF13E6697425
  last_name: Vorlaufer
  orcid: 0009-0000-7590-3501
- first_name: Christoph M
  full_name: Sommer, Christoph M
  id: 4DF26D8C-F248-11E8-B48F-1D18A9856A87
  last_name: Sommer
  orcid: 0000-0003-1216-9105
- first_name: Caroline
  full_name: Kreuzinger, Caroline
  id: 382077BA-F248-11E8-B48F-1D18A9856A87
  last_name: Kreuzinger
- first_name: Bárbara
  full_name: Oliveira, Bárbara
  id: 3B03AA1A-F248-11E8-B48F-1D18A9856A87
  last_name: Oliveira
- first_name: Alban
  full_name: Cenameri, Alban
  id: 9ac8f577-2357-11eb-997a-e566c5550886
  last_name: Cenameri
- first_name: Gaia
  full_name: Novarino, Gaia
  id: 3E57A680-F248-11E8-B48F-1D18A9856A87
  last_name: Novarino
  orcid: 0000-0002-7673-7178
- first_name: Viren
  full_name: Jain, Viren
  last_name: Jain
- first_name: Johann G
  full_name: Danzl, Johann G
  id: 42EFD3B6-F248-11E8-B48F-1D18A9856A87
  last_name: Danzl
  orcid: 0000-0001-8559-3973
citation:
  ama: Tavakoli M, Lyudchik J, Januszewski M, et al. Light-microscopy based dense
    connectomic reconstruction of mammalian brain tissue. <i>bioRxiv</i>. doi:<a href="https://doi.org/10.1101/2024.03.01.582884">10.1101/2024.03.01.582884</a>
  apa: Tavakoli, M., Lyudchik, J., Januszewski, M., Vistunou, V., Agudelo Duenas,
    N., Vorlaufer, J., … Danzl, J. G. (n.d.). Light-microscopy based dense connectomic
    reconstruction of mammalian brain tissue. <i>bioRxiv</i>. <a href="https://doi.org/10.1101/2024.03.01.582884">https://doi.org/10.1101/2024.03.01.582884</a>
  chicago: Tavakoli, Mojtaba, Julia Lyudchik, Michał Januszewski, Vitali Vistunou,
    Nathalie Agudelo Duenas, Jakob Vorlaufer, Christoph M Sommer, et al. “Light-Microscopy
    Based Dense Connectomic Reconstruction of Mammalian Brain Tissue.” <i>BioRxiv</i>,
    n.d. <a href="https://doi.org/10.1101/2024.03.01.582884">https://doi.org/10.1101/2024.03.01.582884</a>.
  ieee: M. Tavakoli <i>et al.</i>, “Light-microscopy based dense connectomic reconstruction
    of mammalian brain tissue,” <i>bioRxiv</i>. .
  ista: Tavakoli M, Lyudchik J, Januszewski M, Vistunou V, Agudelo Duenas N, Vorlaufer
    J, Sommer CM, Kreuzinger C, Oliveira B, Cenameri A, Novarino G, Jain V, Danzl
    JG. Light-microscopy based dense connectomic reconstruction of mammalian brain
    tissue. bioRxiv, <a href="https://doi.org/10.1101/2024.03.01.582884">10.1101/2024.03.01.582884</a>.
  mla: Tavakoli, Mojtaba, et al. “Light-Microscopy Based Dense Connectomic Reconstruction
    of Mammalian Brain Tissue.” <i>BioRxiv</i>, doi:<a href="https://doi.org/10.1101/2024.03.01.582884">10.1101/2024.03.01.582884</a>.
  short: M. Tavakoli, J. Lyudchik, M. Januszewski, V. Vistunou, N. Agudelo Duenas,
    J. Vorlaufer, C.M. Sommer, C. Kreuzinger, B. Oliveira, A. Cenameri, G. Novarino,
    V. Jain, J.G. Danzl, BioRxiv (n.d.).
corr_author: '1'
date_created: 2024-12-18T14:48:24Z
date_published: 2024-07-08T00:00:00Z
date_updated: 2026-04-28T13:33:34Z
day: '08'
department:
- _id: GaNo
- _id: JoDa
doi: 10.1101/2024.03.01.582884
ec_funded: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1101/2024.03.01.582884
month: '07'
oa: 1
oa_version: Preprint
project:
- _id: 6285a163-2b32-11ec-9570-8e204ca2dba5
  grant_number: '26137'
  name: Studying Organelle Structure and Function at Nanoscale Resolution with Expansion
    Microscopy
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
- _id: 34ba8964-11ca-11ed-8bc3-e15864e7e9a6
  grant_number: '101044865'
  name: Toward an understanding of the brain interstitial system and the extracellular
    proteome in health and autism spectrum disorders
- _id: 26AA4EF2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: W1232-B24
  name: Molecular Drug Targets
publication: bioRxiv
publication_status: draft
related_material:
  record:
  - id: '18681'
    relation: dissertation_contains
    status: public
  - id: '18674'
    relation: dissertation_contains
    status: public
  - id: '19704'
    relation: later_version
    status: public
status: public
title: Light-microscopy based dense connectomic reconstruction of mammalian brain
  tissue
tmp:
  image: /images/cc_by_nc_nd.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
    (CC BY-NC-ND 4.0)
  short: CC BY-NC-ND (4.0)
type: preprint
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2024'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '18779'
abstract:
- lang: eng
  text: Unsupervised segmentation in biological and non-biological images is only
    partially resolved. Segmentation either requires arbitrary thresholds or large
    teaching datasets. Here, we propose a spatial autocorrelation method based on
    Local Moran’s <jats:italic>I</jats:italic> coefficient to differentiate signal,
    background, and noise in any type of image. The method, originally described for
    geoinformatics, does not require a predefined intensity threshold or teaching
    algorithm for image segmentation and allows quantitative comparison of samples
    obtained in different conditions. It utilizes relative intensity as well as spatial
    information of neighboring elements to select spatially contiguous groups of pixels.
    We demonstrate that Moran’s method outperforms threshold-based method in both
    artificially generated as well as in natural images especially when background
    noise is substantial. This superior performance can be attributed to the exclusion
    of false positive pixels resulting from isolated, high intensity pixels in high
    noise conditions. To test the method’s power in real situation, we used high power
    confocal images of the somatosensory thalamus immunostained for Kv4.2 and Kv4.3
    (A-type) voltage-gated potassium channels in mice. Moran’s method identified high-intensity
    Kv4.2 and Kv4.3 ion channel clusters in the thalamic neuropil. Spatial distribution
    of these clusters displayed strong correlation with large sensory axon terminals
    of subcortical origin. The unique association of the special presynaptic terminals
    and a postsynaptic voltage-gated ion channel cluster was confirmed with electron
    microscopy. These data demonstrate that Moran’s method is a rapid, simple image
    segmentation method optimal for variable and high noise conditions.
acknowledgement: "This research was supported by the Wellcome Trust (ZN, LA). In addition,
  LA was supported by an ERC Advanced Grant (FRONTHAL, 742595) and the European Union
  project RRF-2.3.1-\r\n21-2022-00004 within the framework of the Artificial Intelligence
  National Laboratory and Lendület_2023_90. ZN is the recipient of a Hungarian Academy
  of Sciences Momentum Grant (Lendület, LP2012-29) and an ERC Advanced Grant (293681).
  We thank the Light Microscopy Center at Institute of Experimental Medicine for kindly
  providing microscopy support. Authors would like to express their deepest gratitude
  to Prof Luc Anselin (Center for Spatial Data Science, University of Chicago) and
  Dr Szabolcs Káli (Instiute of Experimental Medicine, Budapest) for the valuable
  discussion about analysis of spatial association, and to Krisztina Faddi for the
  excellent technical assistance. "
article_number: '89361'
article_processing_charge: Yes
article_type: original
author:
- first_name: Csaba
  full_name: Dávid, Csaba
  last_name: Dávid
- first_name: Kristóf
  full_name: Giber, Kristóf
  last_name: Giber
- first_name: Margit Katalin
  full_name: Szigeti, Margit Katalin
  id: 44F4BDC0-F248-11E8-B48F-1D18A9856A87
  last_name: Szigeti
  orcid: 0000-0001-9500-8758
- first_name: Mihály
  full_name: Köllő, Mihály
  last_name: Köllő
- first_name: Zoltan
  full_name: Nusser, Zoltan
  last_name: Nusser
- first_name: Laszlo
  full_name: Acsady, Laszlo
  last_name: Acsady
citation:
  ama: Dávid C, Giber K, Szigeti MK, Köllő M, Nusser Z, Acsady L. A novel image segmentation
    method based on spatial autocorrelation identifies A-type potassium channel clusters
    in the thalamus. <i>eLife</i>. 2024;12. doi:<a href="https://doi.org/10.7554/elife.89361">10.7554/elife.89361</a>
  apa: Dávid, C., Giber, K., Szigeti, M. K., Köllő, M., Nusser, Z., &#38; Acsady,
    L. (2024). A novel image segmentation method based on spatial autocorrelation
    identifies A-type potassium channel clusters in the thalamus. <i>ELife</i>. eLife
    Sciences Publications. <a href="https://doi.org/10.7554/elife.89361">https://doi.org/10.7554/elife.89361</a>
  chicago: Dávid, Csaba, Kristóf Giber, Margit Katalin Szigeti, Mihály Köllő, Zoltan
    Nusser, and Laszlo Acsady. “A Novel Image Segmentation Method Based on Spatial
    Autocorrelation Identifies A-Type Potassium Channel Clusters in the Thalamus.”
    <i>ELife</i>. eLife Sciences Publications, 2024. <a href="https://doi.org/10.7554/elife.89361">https://doi.org/10.7554/elife.89361</a>.
  ieee: C. Dávid, K. Giber, M. K. Szigeti, M. Köllő, Z. Nusser, and L. Acsady, “A
    novel image segmentation method based on spatial autocorrelation identifies A-type
    potassium channel clusters in the thalamus,” <i>eLife</i>, vol. 12. eLife Sciences
    Publications, 2024.
  ista: Dávid C, Giber K, Szigeti MK, Köllő M, Nusser Z, Acsady L. 2024. A novel image
    segmentation method based on spatial autocorrelation identifies A-type potassium
    channel clusters in the thalamus. eLife. 12, 89361.
  mla: Dávid, Csaba, et al. “A Novel Image Segmentation Method Based on Spatial Autocorrelation
    Identifies A-Type Potassium Channel Clusters in the Thalamus.” <i>ELife</i>, vol.
    12, 89361, eLife Sciences Publications, 2024, doi:<a href="https://doi.org/10.7554/elife.89361">10.7554/elife.89361</a>.
  short: C. Dávid, K. Giber, M.K. Szigeti, M. Köllő, Z. Nusser, L. Acsady, ELife 12
    (2024).
date_created: 2025-01-08T13:25:45Z
date_published: 2024-12-10T00:00:00Z
date_updated: 2025-01-08T13:37:04Z
day: '10'
ddc:
- '570'
department:
- _id: GaNo
doi: 10.7554/elife.89361
file:
- access_level: open_access
  checksum: 1d64265f62a3bf14550b4f5c684f1782
  content_type: application/pdf
  creator: dernst
  date_created: 2025-01-08T13:33:05Z
  date_updated: 2025-01-08T13:33:05Z
  file_id: '18780'
  file_name: 2024_eLife_David.pdf
  file_size: 9992462
  relation: main_file
  success: 1
file_date_updated: 2025-01-08T13:33:05Z
has_accepted_license: '1'
intvolume: '        12'
language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
publication: eLife
publication_identifier:
  issn:
  - 2050-084X
publication_status: published
publisher: eLife Sciences Publications
quality_controlled: '1'
scopus_import: '1'
status: public
title: A novel image segmentation method based on spatial autocorrelation identifies
  A-type potassium channel clusters in the thalamus
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 12
year: '2024'
...
---
OA_type: closed access
_id: '19446'
abstract:
- lang: eng
  text: This Comment explores new approaches to enrich large-scale population data,
    including incorporating macro-environmental and digital health measures.
acknowledgement: Funded by the European Union. Complementary funding was received
  by the UK Research and Innovation (UKRI) under the UK government’s Horizon Europe
  funding guarantee (10041392 and 10038599). Views and opinions expressed are however
  those of the author(s) only and do not necessarily reflect those of the European
  Union, the European Health and Digital Executive Agency (HADEA) or UKRI. The European
  Union, HADEA and UKRI cannot be held responsible for them. This work received also
  support from Chinese Ministry for Science and Technology (MOST), the Horizon 2020-funded
  European Research Council Advanced Grant ‘STRATIFY’ (695313), the German Research
  Foundation (COPE; 675346; NE 1383/15-1 (CoviDrug)) and the National Natural Science
  Foundation of China grant 82150710554.
article_processing_charge: No
article_type: letter_note
author:
- first_name: Frauke
  full_name: Nees, Frauke
  last_name: Nees
- first_name: Paul
  full_name: Renner, Paul
  last_name: Renner
- first_name: Nathalie E.
  full_name: Holz, Nathalie E.
  last_name: Holz
- first_name: Elli
  full_name: Polemiti, Elli
  last_name: Polemiti
- first_name: Sebastian
  full_name: Siehl, Sebastian
  last_name: Siehl
- first_name: Sören
  full_name: Hese, Sören
  last_name: Hese
- first_name: Kerstin
  full_name: Schepanski, Kerstin
  last_name: Schepanski
- first_name: Gunter
  full_name: Schumann, Gunter
  last_name: Schumann
- first_name: Henrik
  full_name: Walter, Henrik
  last_name: Walter
- first_name: Andreas
  full_name: Heinz, Andreas
  last_name: Heinz
- first_name: Markus
  full_name: Ralser, Markus
  last_name: Ralser
- first_name: Sven
  full_name: Twardziok, Sven
  last_name: Twardziok
- first_name: Nilakshi
  full_name: Vaidya, Nilakshi
  last_name: Vaidya
- first_name: Antoine
  full_name: Bernas, Antoine
  last_name: Bernas
- first_name: Emin
  full_name: Serin, Emin
  last_name: Serin
- first_name: Marcel
  full_name: Jentsch, Marcel
  last_name: Jentsch
- first_name: Esther
  full_name: Hitchen, Esther
  last_name: Hitchen
- first_name: Hedi
  full_name: Kebir, Hedi
  last_name: Kebir
- first_name: Tristram A.
  full_name: Lett, Tristram A.
  last_name: Lett
- first_name: Jean Charles
  full_name: Roy, Jean Charles
  last_name: Roy
- first_name: Roland
  full_name: Eils, Roland
  last_name: Eils
- first_name: Ulrike Helene
  full_name: Taron, Ulrike Helene
  last_name: Taron
- first_name: Tatjana
  full_name: Schütz, Tatjana
  last_name: Schütz
- first_name: Jamie
  full_name: Banks, Jamie
  last_name: Banks
- first_name: Tobias
  full_name: Banaschewski, Tobias
  last_name: Banaschewski
- first_name: Karina
  full_name: Jansone, Karina
  last_name: Jansone
- first_name: Nina
  full_name: Christmann, Nina
  last_name: Christmann
- first_name: Andreas
  full_name: Meyer-Lindenberg, Andreas
  last_name: Meyer-Lindenberg
- first_name: Heike
  full_name: Tost, Heike
  last_name: Tost
- first_name: Nathalie
  full_name: Holz, Nathalie
  last_name: Holz
- first_name: Emanuel
  full_name: Schwarz, Emanuel
  last_name: Schwarz
- first_name: Argyris
  full_name: Stringaris, Argyris
  last_name: Stringaris
- first_name: Maja
  full_name: Neidhart, Maja
  last_name: Neidhart
- first_name: Beke
  full_name: Seefried, Beke
  last_name: Seefried
- first_name: Rieke
  full_name: Aden, Rieke
  last_name: Aden
- first_name: Ole A.
  full_name: Andreassen, Ole A.
  last_name: Andreassen
- first_name: Lars T.
  full_name: Westlye, Lars T.
  last_name: Westlye
- first_name: Dennis
  full_name: Van Der Meer, Dennis
  last_name: Van Der Meer
- first_name: Sara
  full_name: Fernandez, Sara
  last_name: Fernandez
- first_name: Rikka
  full_name: Kjelkenes, Rikka
  last_name: Kjelkenes
- first_name: Helga
  full_name: Ask, Helga
  last_name: Ask
- first_name: Michael
  full_name: Rapp, Michael
  last_name: Rapp
- first_name: Mira
  full_name: Tschorn, Mira
  last_name: Tschorn
- first_name: Sarah Jane
  full_name: Böttger, Sarah Jane
  last_name: Böttger
- first_name: Andre
  full_name: Marquand, Andre
  last_name: Marquand
- first_name: Gaia
  full_name: Novarino, Gaia
  id: 3E57A680-F248-11E8-B48F-1D18A9856A87
  last_name: Novarino
  orcid: 0000-0002-7673-7178
- first_name: Lena
  full_name: Marr, Lena
  id: 4406F586-F248-11E8-B48F-1D18A9856A87
  last_name: Marr
- first_name: Mel
  full_name: Slater, Mel
  last_name: Slater
- first_name: Guillem Feixas
  full_name: Viapiana, Guillem Feixas
  last_name: Viapiana
- first_name: Francisco Eiroa
  full_name: Orosa, Francisco Eiroa
  last_name: Orosa
- first_name: Jaime
  full_name: Gallego, Jaime
  last_name: Gallego
- first_name: Alvaro
  full_name: Pastor, Alvaro
  last_name: Pastor
- first_name: Andreas J.
  full_name: Forstner, Andreas J.
  last_name: Forstner
- first_name: Per
  full_name: Hoffmann, Per
  last_name: Hoffmann
- first_name: Markus M.
  full_name: Nöthen, Markus M.
  last_name: Nöthen
- first_name: Isabelle
  full_name: Claus, Isabelle
  last_name: Claus
- first_name: Abigail
  full_name: Miller, Abigail
  last_name: Miller
- first_name: Carina M.
  full_name: Mathey, Carina M.
  last_name: Mathey
- first_name: Stefanie
  full_name: Heilmann-Heimbach, Stefanie
  last_name: Heilmann-Heimbach
- first_name: Peter
  full_name: Sommer, Peter
  last_name: Sommer
- first_name: Myrto
  full_name: Patraskaki, Myrto
  last_name: Patraskaki
- first_name: Johannes
  full_name: Wilbertz, Johannes
  last_name: Wilbertz
- first_name: Karen
  full_name: Schmitt, Karen
  last_name: Schmitt
- first_name: Viktor
  full_name: Jirsa, Viktor
  last_name: Jirsa
- first_name: Spase
  full_name: Petkoski, Spase
  last_name: Petkoski
- first_name: Séverine
  full_name: Pitel, Séverine
  last_name: Pitel
- first_name: Lisa
  full_name: Otten, Lisa
  last_name: Otten
- first_name: Anastasios Polykarpos
  full_name: Athanasiadis, Anastasios Polykarpos
  last_name: Athanasiadis
- first_name: Charlie
  full_name: Pearmund, Charlie
  last_name: Pearmund
- first_name: Bernhard
  full_name: Spanlang, Bernhard
  last_name: Spanlang
- first_name: Elena
  full_name: Alvarez, Elena
  last_name: Alvarez
- first_name: Mavi
  full_name: Sanchez, Mavi
  last_name: Sanchez
- first_name: Arantxa
  full_name: Giner, Arantxa
  last_name: Giner
- first_name: Tianye
  full_name: Jia, Tianye
  last_name: Jia
- first_name: Yanting
  full_name: Gong, Yanting
  last_name: Gong
- first_name: Yunman
  full_name: Xia, Yunman
  last_name: Xia
- first_name: Xiao
  full_name: Chang, Xiao
  last_name: Chang
- first_name: Vince
  full_name: Calhoun, Vince
  last_name: Calhoun
- first_name: Jingyu
  full_name: Liu, Jingyu
  last_name: Liu
- first_name: Ameli
  full_name: Schwalber, Ameli
  last_name: Schwalber
- first_name: Paul
  full_name: Thompson, Paul
  last_name: Thompson
- first_name: Nicholas
  full_name: Clinton, Nicholas
  last_name: Clinton
- first_name: Sylvane
  full_name: Desrivières, Sylvane
  last_name: Desrivières
- first_name: Allan H.
  full_name: Young, Allan H.
  last_name: Young
- first_name: Bernd
  full_name: Stahl, Bernd
  last_name: Stahl
- first_name: George
  full_name: Ogoh, George
  last_name: Ogoh
citation:
  ama: Nees F, Renner P, Holz NE, et al. Large-scale population data enrichment in
    mental health research. <i>Nature Mental Health</i>. 2024;2(10):1124-1127. doi:<a
    href="https://doi.org/10.1038/s44220-024-00316-z">10.1038/s44220-024-00316-z</a>
  apa: Nees, F., Renner, P., Holz, N. E., Polemiti, E., Siehl, S., Hese, S., … Ogoh,
    G. (2024). Large-scale population data enrichment in mental health research. <i>Nature
    Mental Health</i>. Springer Nature. <a href="https://doi.org/10.1038/s44220-024-00316-z">https://doi.org/10.1038/s44220-024-00316-z</a>
  chicago: Nees, Frauke, Paul Renner, Nathalie E. Holz, Elli Polemiti, Sebastian Siehl,
    Sören Hese, Kerstin Schepanski, et al. “Large-Scale Population Data Enrichment
    in Mental Health Research.” <i>Nature Mental Health</i>. Springer Nature, 2024.
    <a href="https://doi.org/10.1038/s44220-024-00316-z">https://doi.org/10.1038/s44220-024-00316-z</a>.
  ieee: F. Nees <i>et al.</i>, “Large-scale population data enrichment in mental health
    research,” <i>Nature Mental Health</i>, vol. 2, no. 10. Springer Nature, pp. 1124–1127,
    2024.
  ista: Nees F, Renner P, Holz NE, Polemiti E, Siehl S, Hese S, Schepanski K, Schumann
    G, Walter H, Heinz A, Ralser M, Twardziok S, Vaidya N, Bernas A, Serin E, Jentsch
    M, Hitchen E, Kebir H, Lett TA, Roy JC, Eils R, Taron UH, Schütz T, Banks J, Banaschewski
    T, Jansone K, Christmann N, Meyer-Lindenberg A, Tost H, Holz N, Schwarz E, Stringaris
    A, Neidhart M, Seefried B, Aden R, Andreassen OA, Westlye LT, Van Der Meer D,
    Fernandez S, Kjelkenes R, Ask H, Rapp M, Tschorn M, Böttger SJ, Marquand A, Novarino
    G, Marr L, Slater M, Viapiana GF, Orosa FE, Gallego J, Pastor A, Forstner AJ,
    Hoffmann P, Nöthen MM, Claus I, Miller A, Mathey CM, Heilmann-Heimbach S, Sommer
    P, Patraskaki M, Wilbertz J, Schmitt K, Jirsa V, Petkoski S, Pitel S, Otten L,
    Athanasiadis AP, Pearmund C, Spanlang B, Alvarez E, Sanchez M, Giner A, Jia T,
    Gong Y, Xia Y, Chang X, Calhoun V, Liu J, Schwalber A, Thompson P, Clinton N,
    Desrivières S, Young AH, Stahl B, Ogoh G. 2024. Large-scale population data enrichment
    in mental health research. Nature Mental Health. 2(10), 1124–1127.
  mla: Nees, Frauke, et al. “Large-Scale Population Data Enrichment in Mental Health
    Research.” <i>Nature Mental Health</i>, vol. 2, no. 10, Springer Nature, 2024,
    pp. 1124–27, doi:<a href="https://doi.org/10.1038/s44220-024-00316-z">10.1038/s44220-024-00316-z</a>.
  short: F. Nees, P. Renner, N.E. Holz, E. Polemiti, S. Siehl, S. Hese, K. Schepanski,
    G. Schumann, H. Walter, A. Heinz, M. Ralser, S. Twardziok, N. Vaidya, A. Bernas,
    E. Serin, M. Jentsch, E. Hitchen, H. Kebir, T.A. Lett, J.C. Roy, R. Eils, U.H.
    Taron, T. Schütz, J. Banks, T. Banaschewski, K. Jansone, N. Christmann, A. Meyer-Lindenberg,
    H. Tost, N. Holz, E. Schwarz, A. Stringaris, M. Neidhart, B. Seefried, R. Aden,
    O.A. Andreassen, L.T. Westlye, D. Van Der Meer, S. Fernandez, R. Kjelkenes, H.
    Ask, M. Rapp, M. Tschorn, S.J. Böttger, A. Marquand, G. Novarino, L. Marr, M.
    Slater, G.F. Viapiana, F.E. Orosa, J. Gallego, A. Pastor, A.J. Forstner, P. Hoffmann,
    M.M. Nöthen, I. Claus, A. Miller, C.M. Mathey, S. Heilmann-Heimbach, P. Sommer,
    M. Patraskaki, J. Wilbertz, K. Schmitt, V. Jirsa, S. Petkoski, S. Pitel, L. Otten,
    A.P. Athanasiadis, C. Pearmund, B. Spanlang, E. Alvarez, M. Sanchez, A. Giner,
    T. Jia, Y. Gong, Y. Xia, X. Chang, V. Calhoun, J. Liu, A. Schwalber, P. Thompson,
    N. Clinton, S. Desrivières, A.H. Young, B. Stahl, G. Ogoh, Nature Mental Health
    2 (2024) 1124–1127.
date_created: 2025-03-23T23:01:28Z
date_published: 2024-10-01T00:00:00Z
date_updated: 2025-03-25T08:28:39Z
day: '01'
department:
- _id: GaNo
doi: 10.1038/s44220-024-00316-z
intvolume: '         2'
issue: '10'
language:
- iso: eng
month: '10'
oa_version: None
page: 1124-1127
publication: Nature Mental Health
publication_identifier:
  eissn:
  - 2731-6076
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Large-scale population data enrichment in mental health research
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 2
year: '2024'
...
---
OA_type: closed access
_id: '20039'
abstract:
- lang: eng
  text: This Comment presents a high-level protocol for data harmonization within
    large cohorts, in which it postulates four main steps including (1) expert review,
    (2) pre-statistical harmonization, (3) statistical harmonization, and (4) validation.
acknowledgement: Funded by the European Union. Complementary funding was received
  by UK Research and Innovation (UKRI) under the UK government’s Horizon Europe funding
  guarantee (10041392 and 10038599). Views and opinions expressed are however those
  of the author(s) only and do not necessarily reflect those of the European Union,
  the European Health and Digital Executive Agency (HADEA) or UKRI. The European Union,
  HADEA or UKRI cannot be held responsible for them. This work received support from
  the Chinese Ministry for Science and Technology (MOST), the Horizon 2020-funded
  European Research Council advanced grant ‘STRATIFY’ (695313); the German Research
  Foundation (COPE; 675346; NE 1383/15-1 and BA 2088/7-1 (CoviDrug)), the National
  Natural Science Foundation of China grant 82150710554, the Hector II foundation
  and the German Center for Mental Health (DZPG) (01EE2301A, 01EE2304A, 01EE2301D).
article_processing_charge: No
article_type: comment
author:
- first_name: Maja
  full_name: Neidhart, Maja
  last_name: Neidhart
- first_name: Rikka
  full_name: Kjelkenes, Rikka
  last_name: Kjelkenes
- first_name: Karina
  full_name: Jansone, Karina
  last_name: Jansone
- first_name: Barbora
  full_name: Rehák Bučková, Barbora
  last_name: Rehák Bučková
- first_name: Nathalie
  full_name: Holz, Nathalie
  last_name: Holz
- first_name: Frauke
  full_name: Nees, Frauke
  last_name: Nees
- first_name: Henrik
  full_name: Walter, Henrik
  last_name: Walter
- first_name: Gunter
  full_name: Schumann, Gunter
  last_name: Schumann
- first_name: Michael A.
  full_name: Rapp, Michael A.
  last_name: Rapp
- first_name: Tobias
  full_name: Banaschewski, Tobias
  last_name: Banaschewski
- first_name: Emanuel
  full_name: Schwarz, Emanuel
  last_name: Schwarz
- first_name: Andre
  full_name: Marquand, Andre
  last_name: Marquand
- first_name: George
  full_name: Ogoh, George
  last_name: Ogoh
- first_name: Bernd
  full_name: Stahl, Bernd
  last_name: Stahl
- first_name: Allan H.
  full_name: Young, Allan H.
  last_name: Young
- first_name: Sylvane
  full_name: Desrivières, Sylvane
  last_name: Desrivières
- first_name: Nicholas
  full_name: Clinton, Nicholas
  last_name: Clinton
- first_name: Paul
  full_name: Thompson, Paul
  last_name: Thompson
- first_name: Ameli
  full_name: Schwalber, Ameli
  last_name: Schwalber
- first_name: Jingyu
  full_name: Liu, Jingyu
  last_name: Liu
- first_name: Vince
  full_name: Calhoun, Vince
  last_name: Calhoun
- first_name: Xiao
  full_name: Chang, Xiao
  last_name: Chang
- first_name: Yunman
  full_name: Xia, Yunman
  last_name: Xia
- first_name: Yanting
  full_name: Gong, Yanting
  last_name: Gong
- first_name: Tianye
  full_name: Jia, Tianye
  last_name: Jia
- first_name: Paul
  full_name: Renner, Paul
  last_name: Renner
- first_name: Sören
  full_name: Hese, Sören
  last_name: Hese
- first_name: Arantxa
  full_name: Giner, Arantxa
  last_name: Giner
- first_name: Mavi
  full_name: Sanchez, Mavi
  last_name: Sanchez
- first_name: Elena
  full_name: Alvarez, Elena
  last_name: Alvarez
- first_name: Bernhard
  full_name: Spanlang, Bernhard
  last_name: Spanlang
- first_name: Charlie
  full_name: Pearmund, Charlie
  last_name: Pearmund
- first_name: Anastasios Polykarpos
  full_name: Athanasiadis, Anastasios Polykarpos
  last_name: Athanasiadis
- first_name: Lisa
  full_name: Otten, Lisa
  last_name: Otten
- first_name: Séverine
  full_name: Pitel, Séverine
  last_name: Pitel
- first_name: Spase
  full_name: Petkoski, Spase
  last_name: Petkoski
- first_name: Viktor
  full_name: Jirsa, Viktor
  last_name: Jirsa
- first_name: Karen
  full_name: Schmitt, Karen
  last_name: Schmitt
- first_name: Johannes
  full_name: Wilbertz, Johannes
  last_name: Wilbertz
- first_name: Myrto
  full_name: Patraskaki, Myrto
  last_name: Patraskaki
- first_name: Peter
  full_name: Sommer, Peter
  last_name: Sommer
- first_name: Stefanie
  full_name: Heilmann-Heimbach, Stefanie
  last_name: Heilmann-Heimbach
- first_name: Carina M.
  full_name: Mathey, Carina M.
  last_name: Mathey
- first_name: Abigail
  full_name: Miller, Abigail
  last_name: Miller
- first_name: Isabelle
  full_name: Claus, Isabelle
  last_name: Claus
- first_name: Markus M.
  full_name: Nöthen, Markus M.
  last_name: Nöthen
- first_name: Per
  full_name: Hoffmann, Per
  last_name: Hoffmann
- first_name: Andreas J.
  full_name: Forstner, Andreas J.
  last_name: Forstner
- first_name: Alvaro
  full_name: Pastor, Alvaro
  last_name: Pastor
- first_name: Jaime
  full_name: Gallego, Jaime
  last_name: Gallego
- first_name: Francisco Eiroa
  full_name: Orosa, Francisco Eiroa
  last_name: Orosa
- first_name: Guillem Feixas
  full_name: Viapiana, Guillem Feixas
  last_name: Viapiana
- first_name: Mel
  full_name: Slater, Mel
  last_name: Slater
- first_name: Lena
  full_name: Marr, Lena
  id: 4406F586-F248-11E8-B48F-1D18A9856A87
  last_name: Marr
- first_name: Gaia
  full_name: Novarino, Gaia
  id: 3E57A680-F248-11E8-B48F-1D18A9856A87
  last_name: Novarino
  orcid: 0000-0002-7673-7178
- first_name: Sarah Jane
  full_name: Böttger, Sarah Jane
  last_name: Böttger
- first_name: Mira
  full_name: Tschorn, Mira
  last_name: Tschorn
- first_name: Michael
  full_name: Rapp, Michael
  last_name: Rapp
- first_name: Helga
  full_name: Ask, Helga
  last_name: Ask
- first_name: Sara
  full_name: Fernandez, Sara
  last_name: Fernandez
- first_name: Dennis
  full_name: Van Der Meer, Dennis
  last_name: Van Der Meer
- first_name: Lars T.
  full_name: Westlye, Lars T.
  last_name: Westlye
- first_name: Ole A.
  full_name: Andreassen, Ole A.
  last_name: Andreassen
- first_name: Rieke
  full_name: Aden, Rieke
  last_name: Aden
- first_name: Beke
  full_name: Seefried, Beke
  last_name: Seefried
- first_name: Sebastian
  full_name: Siehl, Sebastian
  last_name: Siehl
- first_name: Frauke
  full_name: Nees, Frauke
  last_name: Nees
- first_name: Argyris
  full_name: Stringaris, Argyris
  last_name: Stringaris
- first_name: Heike
  full_name: Tost, Heike
  last_name: Tost
- first_name: Andreas
  full_name: Meyer-Lindenberg, Andreas
  last_name: Meyer-Lindenberg
- first_name: Nina
  full_name: Christmann, Nina
  last_name: Christmann
- first_name: Jamie
  full_name: Banks, Jamie
  last_name: Banks
- first_name: Kerstin
  full_name: Schepanski, Kerstin
  last_name: Schepanski
- first_name: Tatjana
  full_name: Schütz, Tatjana
  last_name: Schütz
- first_name: Ulrike Helene
  full_name: Taron, Ulrike Helene
  last_name: Taron
- first_name: Roland
  full_name: Eils, Roland
  last_name: Eils
- first_name: Jean Charles
  full_name: Roy, Jean Charles
  last_name: Roy
- first_name: Tristram A.
  full_name: Lett, Tristram A.
  last_name: Lett
- first_name: Hedi
  full_name: Kebir, Hedi
  last_name: Kebir
- first_name: Elli
  full_name: Polemiti, Elli
  last_name: Polemiti
- first_name: Esther
  full_name: Hitchen, Esther
  last_name: Hitchen
- first_name: Marcel
  full_name: Jentsch, Marcel
  last_name: Jentsch
- first_name: Emin
  full_name: Serin, Emin
  last_name: Serin
- first_name: Antoine
  full_name: Bernas, Antoine
  last_name: Bernas
- first_name: Nilakshi
  full_name: Vaidya, Nilakshi
  last_name: Vaidya
- first_name: Sven
  full_name: Twardziok, Sven
  last_name: Twardziok
- first_name: Markus
  full_name: Ralser, Markus
  last_name: Ralser
- first_name: Andreas
  full_name: Heinz, Andreas
  last_name: Heinz
citation:
  ama: Neidhart M, Kjelkenes R, Jansone K, et al. A protocol for data harmonization
    in large cohorts. <i>Nature Mental Health</i>. 2024;2(10):1134-1137. doi:<a href="https://doi.org/10.1038/s44220-024-00315-0">10.1038/s44220-024-00315-0</a>
  apa: Neidhart, M., Kjelkenes, R., Jansone, K., Rehák Bučková, B., Holz, N., Nees,
    F., … Heinz, A. (2024). A protocol for data harmonization in large cohorts. <i>Nature
    Mental Health</i>. Springer Nature. <a href="https://doi.org/10.1038/s44220-024-00315-0">https://doi.org/10.1038/s44220-024-00315-0</a>
  chicago: Neidhart, Maja, Rikka Kjelkenes, Karina Jansone, Barbora Rehák Bučková,
    Nathalie Holz, Frauke Nees, Henrik Walter, et al. “A Protocol for Data Harmonization
    in Large Cohorts.” <i>Nature Mental Health</i>. Springer Nature, 2024. <a href="https://doi.org/10.1038/s44220-024-00315-0">https://doi.org/10.1038/s44220-024-00315-0</a>.
  ieee: M. Neidhart <i>et al.</i>, “A protocol for data harmonization in large cohorts,”
    <i>Nature Mental Health</i>, vol. 2, no. 10. Springer Nature, pp. 1134–1137, 2024.
  ista: Neidhart M, Kjelkenes R, Jansone K, Rehák Bučková B, Holz N, Nees F, Walter
    H, Schumann G, Rapp MA, Banaschewski T, Schwarz E, Marquand A, Ogoh G, Stahl B,
    Young AH, Desrivières S, Clinton N, Thompson P, Schwalber A, Liu J, Calhoun V,
    Chang X, Xia Y, Gong Y, Jia T, Renner P, Hese S, Giner A, Sanchez M, Alvarez E,
    Spanlang B, Pearmund C, Athanasiadis AP, Otten L, Pitel S, Petkoski S, Jirsa V,
    Schmitt K, Wilbertz J, Patraskaki M, Sommer P, Heilmann-Heimbach S, Mathey CM,
    Miller A, Claus I, Nöthen MM, Hoffmann P, Forstner AJ, Pastor A, Gallego J, Orosa
    FE, Viapiana GF, Slater M, Marr L, Novarino G, Böttger SJ, Tschorn M, Rapp M,
    Ask H, Fernandez S, Van Der Meer D, Westlye LT, Andreassen OA, Aden R, Seefried
    B, Siehl S, Nees F, Stringaris A, Tost H, Meyer-Lindenberg A, Christmann N, Banks
    J, Schepanski K, Schütz T, Taron UH, Eils R, Roy JC, Lett TA, Kebir H, Polemiti
    E, Hitchen E, Jentsch M, Serin E, Bernas A, Vaidya N, Twardziok S, Ralser M, Heinz
    A. 2024. A protocol for data harmonization in large cohorts. Nature Mental Health.
    2(10), 1134–1137.
  mla: Neidhart, Maja, et al. “A Protocol for Data Harmonization in Large Cohorts.”
    <i>Nature Mental Health</i>, vol. 2, no. 10, Springer Nature, 2024, pp. 1134–37,
    doi:<a href="https://doi.org/10.1038/s44220-024-00315-0">10.1038/s44220-024-00315-0</a>.
  short: M. Neidhart, R. Kjelkenes, K. Jansone, B. Rehák Bučková, N. Holz, F. Nees,
    H. Walter, G. Schumann, M.A. Rapp, T. Banaschewski, E. Schwarz, A. Marquand, G.
    Ogoh, B. Stahl, A.H. Young, S. Desrivières, N. Clinton, P. Thompson, A. Schwalber,
    J. Liu, V. Calhoun, X. Chang, Y. Xia, Y. Gong, T. Jia, P. Renner, S. Hese, A.
    Giner, M. Sanchez, E. Alvarez, B. Spanlang, C. Pearmund, A.P. Athanasiadis, L.
    Otten, S. Pitel, S. Petkoski, V. Jirsa, K. Schmitt, J. Wilbertz, M. Patraskaki,
    P. Sommer, S. Heilmann-Heimbach, C.M. Mathey, A. Miller, I. Claus, M.M. Nöthen,
    P. Hoffmann, A.J. Forstner, A. Pastor, J. Gallego, F.E. Orosa, G.F. Viapiana,
    M. Slater, L. Marr, G. Novarino, S.J. Böttger, M. Tschorn, M. Rapp, H. Ask, S.
    Fernandez, D. Van Der Meer, L.T. Westlye, O.A. Andreassen, R. Aden, B. Seefried,
    S. Siehl, F. Nees, A. Stringaris, H. Tost, A. Meyer-Lindenberg, N. Christmann,
    J. Banks, K. Schepanski, T. Schütz, U.H. Taron, R. Eils, J.C. Roy, T.A. Lett,
    H. Kebir, E. Polemiti, E. Hitchen, M. Jentsch, E. Serin, A. Bernas, N. Vaidya,
    S. Twardziok, M. Ralser, A. Heinz, Nature Mental Health 2 (2024) 1134–1137.
date_created: 2025-07-20T22:02:04Z
date_published: 2024-10-01T00:00:00Z
date_updated: 2025-07-22T08:59:10Z
day: '01'
department:
- _id: GaNo
doi: 10.1038/s44220-024-00315-0
intvolume: '         2'
issue: '10'
language:
- iso: eng
month: '10'
oa_version: None
page: 1134-1137
publication: Nature Mental Health
publication_identifier:
  eissn:
  - 2731-6076
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: A protocol for data harmonization in large cohorts
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 2
year: '2024'
...
---
OA_type: closed access
_id: '20156'
abstract:
- lang: eng
  text: Integrative analyses that incorporate different levels of ‘-omics’ data represent
    a powerful tool for deciphering the biological mechanisms that underlie environmental
    influences on mental health and disease. This Comment highlights various aspects
    of such multi-omics approaches, using the example of the EU-funded environMENTAL
    project.
acknowledgement: 'This work was supported by the Horizon 2021 (grant 101057429) and
  UK Research and Innovation (grants 10038599 and 10041392)-funded project environMENTAL.
  Other funding included the Medical Research Council and Medical Research Foundation
  (MR/R00465X/, MRF-058-0004-RG-DESRI, ‘ESTRA’- Neurobiological underpinning of eating
  disorders: integrative biopsychosocial longitudinal analyses in adolescents; and
  MR/S020306/1, MRF-058-0009-RG-DESR-C0759 ‘ESTRA’-Establishing causal relationships
  between biopsychosocial predictors and correlates of eating disorders and their
  mediation by neural pathways), the EU-funded FP6 Integrated Project IMAGEN (reinforcement-related
  behavior in normal brain function and psychopathology; LSHM-CT- 2007-037286), the
  Horizon 2020-funded European Research Council advanced grant for STRATIFY (brain
  network-based stratification of reinforcement-related disorders; 695313) and the
  National Institute for Health Research (NIHR) Biomedical Research Centre at South
  London and Maudsley NHS Foundation Trust and King’s College London. This paper represents
  independent research, partly funded by the NIHR Maudsley Biomedical Research Centre
  at South London and Maudsley NHS Foundation Trust and King’s College London. The
  views expressed are those of the authors and not necessarily those of the NIHR or
  the Department of Health and Social Care. The authors thank C. Schmäl for proofreading
  the manuscript.'
article_processing_charge: No
article_type: comment
author:
- first_name: Sylvane
  full_name: Desrivières, Sylvane
  last_name: Desrivières
- first_name: Abigail
  full_name: Miller, Abigail
  last_name: Miller
- first_name: Carina M.
  full_name: Mathey, Carina M.
  last_name: Mathey
- first_name: Xinyang
  full_name: Yu, Xinyang
  last_name: Yu
- first_name: Di
  full_name: Chen, Di
  last_name: Chen
- first_name: Kofoworola
  full_name: Agunbiade, Kofoworola
  last_name: Agunbiade
- first_name: Stefanie
  full_name: Heilmann-Heimbach, Stefanie
  last_name: Heilmann-Heimbach
- first_name: Andreas J.
  full_name: Forstner, Andreas J.
  last_name: Forstner
- first_name: Gunter
  full_name: Schumann, Gunter
  last_name: Schumann
- first_name: Per
  full_name: Hoffmann, Per
  last_name: Hoffmann
- first_name: Markus M.
  full_name: Nöthen, Markus M.
  last_name: Nöthen
- first_name: George
  full_name: Ogoh, George
  last_name: Ogoh
- first_name: Bernd
  full_name: Stahl, Bernd
  last_name: Stahl
- first_name: Allan H.
  full_name: Young, Allan H.
  last_name: Young
- first_name: Nicholas
  full_name: Clinton, Nicholas
  last_name: Clinton
- first_name: Paul
  full_name: Thompson, Paul
  last_name: Thompson
- first_name: Ameli
  full_name: Schwalber, Ameli
  last_name: Schwalber
- first_name: Jingyu
  full_name: Liu, Jingyu
  last_name: Liu
- first_name: Vince
  full_name: Calhoun, Vince
  last_name: Calhoun
- first_name: Xiao
  full_name: Chang, Xiao
  last_name: Chang
- first_name: Yunman
  full_name: Xia, Yunman
  last_name: Xia
- first_name: Yanting
  full_name: Gong, Yanting
  last_name: Gong
- first_name: Tianye
  full_name: Jia, Tianye
  last_name: Jia
- first_name: Paul
  full_name: Renner, Paul
  last_name: Renner
- first_name: Sören
  full_name: Hese, Sören
  last_name: Hese
- first_name: Arantxa
  full_name: Giner, Arantxa
  last_name: Giner
- first_name: Mavi
  full_name: Sanchez, Mavi
  last_name: Sanchez
- first_name: Elena
  full_name: Alvarez, Elena
  last_name: Alvarez
- first_name: Bernhard
  full_name: Spanlang, Bernhard
  last_name: Spanlang
- first_name: Charlie
  full_name: Pearmund, Charlie
  last_name: Pearmund
- first_name: Anastasios Polykarpos
  full_name: Athanasiadis, Anastasios Polykarpos
  last_name: Athanasiadis
- first_name: Lisa
  full_name: Otten, Lisa
  last_name: Otten
- first_name: Séverine
  full_name: Pitel, Séverine
  last_name: Pitel
- first_name: Spase
  full_name: Petkoski, Spase
  last_name: Petkoski
- first_name: Viktor
  full_name: Jirsa, Viktor
  last_name: Jirsa
- first_name: Karen
  full_name: Schmitt, Karen
  last_name: Schmitt
- first_name: Johannes
  full_name: Wilbertz, Johannes
  last_name: Wilbertz
- first_name: Myrto
  full_name: Patraskaki, Myrto
  last_name: Patraskaki
- first_name: Peter
  full_name: Sommer, Peter
  last_name: Sommer
- first_name: Isabelle
  full_name: Claus, Isabelle
  last_name: Claus
- first_name: Alvaro
  full_name: Pastor, Alvaro
  last_name: Pastor
- first_name: Jaime
  full_name: Gallego, Jaime
  last_name: Gallego
- first_name: Francisco Eiroa
  full_name: Orosa, Francisco Eiroa
  last_name: Orosa
- first_name: Guillem Feixas
  full_name: Viapiana, Guillem Feixas
  last_name: Viapiana
- first_name: Mel
  full_name: Slater, Mel
  last_name: Slater
- first_name: Lena
  full_name: Marr, Lena
  id: 4406F586-F248-11E8-B48F-1D18A9856A87
  last_name: Marr
- first_name: Gaia
  full_name: Novarino, Gaia
  id: 3E57A680-F248-11E8-B48F-1D18A9856A87
  last_name: Novarino
  orcid: 0000-0002-7673-7178
- first_name: Andre
  full_name: Marquand, Andre
  last_name: Marquand
- first_name: Sarah Jane
  full_name: Böttger, Sarah Jane
  last_name: Böttger
- first_name: Mira
  full_name: Tschorn, Mira
  last_name: Tschorn
- first_name: Michael
  full_name: Rapp, Michael
  last_name: Rapp
- first_name: Helga
  full_name: Ask, Helga
  last_name: Ask
- first_name: Rikka
  full_name: Kjelkenes, Rikka
  last_name: Kjelkenes
- first_name: Sara
  full_name: Fernandez, Sara
  last_name: Fernandez
- first_name: Dennis
  full_name: Van Der Meer, Dennis
  last_name: Van Der Meer
- first_name: Lars T.
  full_name: Westlye, Lars T.
  last_name: Westlye
- first_name: Ole A.
  full_name: Andreassen, Ole A.
  last_name: Andreassen
- first_name: Rieke
  full_name: Aden, Rieke
  last_name: Aden
- first_name: Beke
  full_name: Seefried, Beke
  last_name: Seefried
- first_name: Sebastian
  full_name: Siehl, Sebastian
  last_name: Siehl
- first_name: Frauke
  full_name: Nees, Frauke
  last_name: Nees
- first_name: Maja
  full_name: Neidhart, Maja
  last_name: Neidhart
- first_name: Argyris
  full_name: Stringaris, Argyris
  last_name: Stringaris
- first_name: Emanuel
  full_name: Schwarz, Emanuel
  last_name: Schwarz
- first_name: Nathalie
  full_name: Holz, Nathalie
  last_name: Holz
- first_name: Heike
  full_name: Tost, Heike
  last_name: Tost
- first_name: Andreas
  full_name: Meyer-Lindenberg, Andreas
  last_name: Meyer-Lindenberg
- first_name: Nina
  full_name: Christmann, Nina
  last_name: Christmann
- first_name: Karina
  full_name: Jansone, Karina
  last_name: Jansone
- first_name: Tobias
  full_name: Banaschewski, Tobias
  last_name: Banaschewski
- first_name: Jamie
  full_name: Banks, Jamie
  last_name: Banks
- first_name: Kerstin
  full_name: Schepanski, Kerstin
  last_name: Schepanski
- first_name: Tatjana
  full_name: Schütz, Tatjana
  last_name: Schütz
- first_name: Ulrike Helene
  full_name: Taron, Ulrike Helene
  last_name: Taron
- first_name: Roland
  full_name: Eils, Roland
  last_name: Eils
- first_name: Jean Charles
  full_name: Roy, Jean Charles
  last_name: Roy
- first_name: Tristram A.
  full_name: Lett, Tristram A.
  last_name: Lett
- first_name: Hedi
  full_name: Kebir, Hedi
  last_name: Kebir
- first_name: Elli
  full_name: Polemiti, Elli
  last_name: Polemiti
- first_name: Esther
  full_name: Hitchen, Esther
  last_name: Hitchen
- first_name: Marcel
  full_name: Jentsch, Marcel
  last_name: Jentsch
- first_name: Emin
  full_name: Serin, Emin
  last_name: Serin
- first_name: Antoine
  full_name: Bernas, Antoine
  last_name: Bernas
- first_name: Nilakshi
  full_name: Vaidya, Nilakshi
  last_name: Vaidya
- first_name: Sven
  full_name: Twardziok, Sven
  last_name: Twardziok
- first_name: Markus
  full_name: Ralser, Markus
  last_name: Ralser
- first_name: Andreas
  full_name: Heinz, Andreas
  last_name: Heinz
- first_name: Henrik
  full_name: Walter, Henrik
  last_name: Walter
citation:
  ama: Desrivières S, Miller A, Mathey CM, et al. Multi-omics analyses of the environMENTAL
    project provide insights into mental health and disease. <i>Nature Mental Health</i>.
    2024;2(10):1131-1133. doi:<a href="https://doi.org/10.1038/s44220-024-00317-y">10.1038/s44220-024-00317-y</a>
  apa: Desrivières, S., Miller, A., Mathey, C. M., Yu, X., Chen, D., Agunbiade, K.,
    … Walter, H. (2024). Multi-omics analyses of the environMENTAL project provide
    insights into mental health and disease. <i>Nature Mental Health</i>. Springer
    Nature. <a href="https://doi.org/10.1038/s44220-024-00317-y">https://doi.org/10.1038/s44220-024-00317-y</a>
  chicago: Desrivières, Sylvane, Abigail Miller, Carina M. Mathey, Xinyang Yu, Di
    Chen, Kofoworola Agunbiade, Stefanie Heilmann-Heimbach, et al. “Multi-Omics Analyses
    of the EnvironMENTAL Project Provide Insights into Mental Health and Disease.”
    <i>Nature Mental Health</i>. Springer Nature, 2024. <a href="https://doi.org/10.1038/s44220-024-00317-y">https://doi.org/10.1038/s44220-024-00317-y</a>.
  ieee: S. Desrivières <i>et al.</i>, “Multi-omics analyses of the environMENTAL project
    provide insights into mental health and disease,” <i>Nature Mental Health</i>,
    vol. 2, no. 10. Springer Nature, pp. 1131–1133, 2024.
  ista: Desrivières S, Miller A, Mathey CM, Yu X, Chen D, Agunbiade K, Heilmann-Heimbach
    S, Forstner AJ, Schumann G, Hoffmann P, Nöthen MM, Ogoh G, Stahl B, Young AH,
    Clinton N, Thompson P, Schwalber A, Liu J, Calhoun V, Chang X, Xia Y, Gong Y,
    Jia T, Renner P, Hese S, Giner A, Sanchez M, Alvarez E, Spanlang B, Pearmund C,
    Athanasiadis AP, Otten L, Pitel S, Petkoski S, Jirsa V, Schmitt K, Wilbertz J,
    Patraskaki M, Sommer P, Claus I, Pastor A, Gallego J, Orosa FE, Viapiana GF, Slater
    M, Marr L, Novarino G, Marquand A, Böttger SJ, Tschorn M, Rapp M, Ask H, Kjelkenes
    R, Fernandez S, Van Der Meer D, Westlye LT, Andreassen OA, Aden R, Seefried B,
    Siehl S, Nees F, Neidhart M, Stringaris A, Schwarz E, Holz N, Tost H, Meyer-Lindenberg
    A, Christmann N, Jansone K, Banaschewski T, Banks J, Schepanski K, Schütz T, Taron
    UH, Eils R, Roy JC, Lett TA, Kebir H, Polemiti E, Hitchen E, Jentsch M, Serin
    E, Bernas A, Vaidya N, Twardziok S, Ralser M, Heinz A, Walter H. 2024. Multi-omics
    analyses of the environMENTAL project provide insights into mental health and
    disease. Nature Mental Health. 2(10), 1131–1133.
  mla: Desrivières, Sylvane, et al. “Multi-Omics Analyses of the EnvironMENTAL Project
    Provide Insights into Mental Health and Disease.” <i>Nature Mental Health</i>,
    vol. 2, no. 10, Springer Nature, 2024, pp. 1131–33, doi:<a href="https://doi.org/10.1038/s44220-024-00317-y">10.1038/s44220-024-00317-y</a>.
  short: S. Desrivières, A. Miller, C.M. Mathey, X. Yu, D. Chen, K. Agunbiade, S.
    Heilmann-Heimbach, A.J. Forstner, G. Schumann, P. Hoffmann, M.M. Nöthen, G. Ogoh,
    B. Stahl, A.H. Young, N. Clinton, P. Thompson, A. Schwalber, J. Liu, V. Calhoun,
    X. Chang, Y. Xia, Y. Gong, T. Jia, P. Renner, S. Hese, A. Giner, M. Sanchez, E.
    Alvarez, B. Spanlang, C. Pearmund, A.P. Athanasiadis, L. Otten, S. Pitel, S. Petkoski,
    V. Jirsa, K. Schmitt, J. Wilbertz, M. Patraskaki, P. Sommer, I. Claus, A. Pastor,
    J. Gallego, F.E. Orosa, G.F. Viapiana, M. Slater, L. Marr, G. Novarino, A. Marquand,
    S.J. Böttger, M. Tschorn, M. Rapp, H. Ask, R. Kjelkenes, S. Fernandez, D. Van
    Der Meer, L.T. Westlye, O.A. Andreassen, R. Aden, B. Seefried, S. Siehl, F. Nees,
    M. Neidhart, A. Stringaris, E. Schwarz, N. Holz, H. Tost, A. Meyer-Lindenberg,
    N. Christmann, K. Jansone, T. Banaschewski, J. Banks, K. Schepanski, T. Schütz,
    U.H. Taron, R. Eils, J.C. Roy, T.A. Lett, H. Kebir, E. Polemiti, E. Hitchen, M.
    Jentsch, E. Serin, A. Bernas, N. Vaidya, S. Twardziok, M. Ralser, A. Heinz, H.
    Walter, Nature Mental Health 2 (2024) 1131–1133.
date_created: 2025-08-10T22:01:30Z
date_published: 2024-10-01T00:00:00Z
date_updated: 2025-08-11T06:44:03Z
day: '01'
department:
- _id: GaNo
doi: 10.1038/s44220-024-00317-y
intvolume: '         2'
issue: '10'
language:
- iso: eng
month: '10'
oa_version: None
page: 1131-1133
publication: Nature Mental Health
publication_identifier:
  eissn:
  - 2731-6076
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Multi-omics analyses of the environMENTAL project provide insights into mental
  health and disease
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 2
year: '2024'
...
---
OA_type: closed access
_id: '20157'
abstract:
- lang: eng
  text: The focus of much of contemporary research ethics is on compliance with established
    protocols. However, large data-driven neuroscience research raises new ethical
    concerns that have no agreed-upon solution. Here we reflect on these challenges
    and propose better integration of public and patient involvement in this evolving
    landscape.
acknowledgement: Funded provided by the European Union. Complementary funding was
  received by UK Research and Innovation (UKRI) under the UK government’s Horizon
  Europe funding guarantee (10131373and 10038599) and Ministry of Science and Technology
  of China (MOST) National Key Project of ‘Inter-governmental International Scientific
  and Technological Innovation Cooperation’ (2023YFE0199700).
article_number: 1128-1130
article_processing_charge: No
article_type: comment
author:
- first_name: Bernd
  full_name: Stahl, Bernd
  last_name: Stahl
- first_name: George
  full_name: Ogoh, George
  last_name: Ogoh
- first_name: Gunter
  full_name: Schumann, Gunter
  last_name: Schumann
- first_name: Henrik
  full_name: Walter, Henrik
  last_name: Walter
- first_name: Bernd
  full_name: Stahl, Bernd
  last_name: Stahl
- first_name: Allan H.
  full_name: Young, Allan H.
  last_name: Young
- first_name: Sylvane
  full_name: Desrivières, Sylvane
  last_name: Desrivières
- first_name: Nicholas
  full_name: Clinton, Nicholas
  last_name: Clinton
- first_name: Paul
  full_name: Thompson, Paul
  last_name: Thompson
- first_name: Ameli
  full_name: Schwalber, Ameli
  last_name: Schwalber
- first_name: Jingyu
  full_name: Liu, Jingyu
  last_name: Liu
- first_name: Vince
  full_name: Calhoun, Vince
  last_name: Calhoun
- first_name: Xiao
  full_name: Chang, Xiao
  last_name: Chang
- first_name: Yunman
  full_name: Xia, Yunman
  last_name: Xia
- first_name: Yanting
  full_name: Gong, Yanting
  last_name: Gong
- first_name: Tianye
  full_name: Jia, Tianye
  last_name: Jia
- first_name: Paul
  full_name: Renner, Paul
  last_name: Renner
- first_name: Sören
  full_name: Hese, Sören
  last_name: Hese
- first_name: Arantxa
  full_name: Giner, Arantxa
  last_name: Giner
- first_name: Mavi
  full_name: Sanchez, Mavi
  last_name: Sanchez
- first_name: Elena
  full_name: Alvarez, Elena
  last_name: Alvarez
- first_name: Bernhard
  full_name: Spanlang, Bernhard
  last_name: Spanlang
- first_name: Charlie
  full_name: Pearmund, Charlie
  last_name: Pearmund
- first_name: Anastasios Polykarpos
  full_name: Athanasiadis, Anastasios Polykarpos
  last_name: Athanasiadis
- first_name: Lisa
  full_name: Otten, Lisa
  last_name: Otten
- first_name: Séverine
  full_name: Pitel, Séverine
  last_name: Pitel
- first_name: Spase
  full_name: Petkoski, Spase
  last_name: Petkoski
- first_name: Viktor
  full_name: Jirsa, Viktor
  last_name: Jirsa
- first_name: Karen
  full_name: Schmitt, Karen
  last_name: Schmitt
- first_name: Johannes
  full_name: Wilbertz, Johannes
  last_name: Wilbertz
- first_name: Myrto
  full_name: Patraskaki, Myrto
  last_name: Patraskaki
- first_name: Peter
  full_name: Sommer, Peter
  last_name: Sommer
- first_name: Stefanie
  full_name: Heilmann-Heimbach, Stefanie
  last_name: Heilmann-Heimbach
- first_name: Carina M.
  full_name: Mathey, Carina M.
  last_name: Mathey
- first_name: Abigail
  full_name: Miller, Abigail
  last_name: Miller
- first_name: Isabelle
  full_name: Claus, Isabelle
  last_name: Claus
- first_name: Markus M.
  full_name: Nöthen, Markus M.
  last_name: Nöthen
- first_name: Per
  full_name: Hoffmann, Per
  last_name: Hoffmann
- first_name: Andreas J.
  full_name: Forstner, Andreas J.
  last_name: Forstner
- first_name: Alvaro
  full_name: Pastor, Alvaro
  last_name: Pastor
- first_name: Jaime
  full_name: Gallego, Jaime
  last_name: Gallego
- first_name: Francisco Eiroa
  full_name: Orosa, Francisco Eiroa
  last_name: Orosa
- first_name: Guillem Feixas
  full_name: Viapiana, Guillem Feixas
  last_name: Viapiana
- first_name: Mel
  full_name: Slater, Mel
  last_name: Slater
- first_name: Lena
  full_name: Marr, Lena
  id: 4406F586-F248-11E8-B48F-1D18A9856A87
  last_name: Marr
- first_name: Gaia
  full_name: Novarino, Gaia
  id: 3E57A680-F248-11E8-B48F-1D18A9856A87
  last_name: Novarino
  orcid: 0000-0002-7673-7178
- first_name: Andre
  full_name: Marquand, Andre
  last_name: Marquand
- first_name: Sarah Jane
  full_name: Böttger, Sarah Jane
  last_name: Böttger
- first_name: Mira
  full_name: Tschorn, Mira
  last_name: Tschorn
- first_name: Michael
  full_name: Rapp, Michael
  last_name: Rapp
- first_name: Helga
  full_name: Ask, Helga
  last_name: Ask
- first_name: Rikka
  full_name: Kjelkenes, Rikka
  last_name: Kjelkenes
- first_name: Sara
  full_name: Fernandez, Sara
  last_name: Fernandez
- first_name: Dennis
  full_name: Van Der Meer, Dennis
  last_name: Van Der Meer
- first_name: Lars T.
  full_name: Westlye, Lars T.
  last_name: Westlye
- first_name: Ole A.
  full_name: Andreassen, Ole A.
  last_name: Andreassen
- first_name: Rieke
  full_name: Aden, Rieke
  last_name: Aden
- first_name: Beke
  full_name: Seefried, Beke
  last_name: Seefried
- first_name: Sebastian
  full_name: Siehl, Sebastian
  last_name: Siehl
- first_name: Frauke
  full_name: Nees, Frauke
  last_name: Nees
- first_name: Maja
  full_name: Neidhart, Maja
  last_name: Neidhart
- first_name: Argyris
  full_name: Stringaris, Argyris
  last_name: Stringaris
- first_name: Emanuel
  full_name: Schwarz, Emanuel
  last_name: Schwarz
- first_name: Nathalie
  full_name: Holz, Nathalie
  last_name: Holz
- first_name: Heike
  full_name: Tost, Heike
  last_name: Tost
- first_name: Andreas
  full_name: Meyer-Lindenberg, Andreas
  last_name: Meyer-Lindenberg
- first_name: Nina
  full_name: Christmann, Nina
  last_name: Christmann
- first_name: Karina
  full_name: Jansone, Karina
  last_name: Jansone
- first_name: Tobias
  full_name: Banaschewski, Tobias
  last_name: Banaschewski
- first_name: Jamie
  full_name: Banks, Jamie
  last_name: Banks
- first_name: Kerstin
  full_name: Schepanski, Kerstin
  last_name: Schepanski
- first_name: Tatjana
  full_name: Schütz, Tatjana
  last_name: Schütz
- first_name: Ulrike Helene
  full_name: Taron, Ulrike Helene
  last_name: Taron
- first_name: Roland
  full_name: Eils, Roland
  last_name: Eils
- first_name: Jean Charles
  full_name: Roy, Jean Charles
  last_name: Roy
- first_name: Tristram A.
  full_name: Lett, Tristram A.
  last_name: Lett
- first_name: Hedi
  full_name: Kebir, Hedi
  last_name: Kebir
- first_name: Elli
  full_name: Polemiti, Elli
  last_name: Polemiti
- first_name: Esther
  full_name: Hitchen, Esther
  last_name: Hitchen
- first_name: Marcel
  full_name: Jentsch, Marcel
  last_name: Jentsch
- first_name: Emin
  full_name: Serin, Emin
  last_name: Serin
- first_name: Antoine
  full_name: Bernas, Antoine
  last_name: Bernas
- first_name: Nilakshi
  full_name: Vaidya, Nilakshi
  last_name: Vaidya
- first_name: Sven
  full_name: Twardziok, Sven
  last_name: Twardziok
- first_name: Markus
  full_name: Ralser, Markus
  last_name: Ralser
- first_name: Andreas
  full_name: Heinz, Andreas
  last_name: Heinz
- first_name: Henrik
  full_name: Walter, Henrik
  last_name: Walter
citation:
  ama: Stahl B, Ogoh G, Schumann G, et al. Rethinking ethics in interdisciplinary
    and big data-driven neuroscience projects. <i>Nature Mental Health</i>. 2024;2(10).
    doi:<a href="https://doi.org/10.1038/s44220-024-00320-3">10.1038/s44220-024-00320-3</a>
  apa: Stahl, B., Ogoh, G., Schumann, G., Walter, H., Stahl, B., Young, A. H., … Walter,
    H. (2024). Rethinking ethics in interdisciplinary and big data-driven neuroscience
    projects. <i>Nature Mental Health</i>. Springer Nature. <a href="https://doi.org/10.1038/s44220-024-00320-3">https://doi.org/10.1038/s44220-024-00320-3</a>
  chicago: Stahl, Bernd, George Ogoh, Gunter Schumann, Henrik Walter, Bernd Stahl,
    Allan H. Young, Sylvane Desrivières, et al. “Rethinking Ethics in Interdisciplinary
    and Big Data-Driven Neuroscience Projects.” <i>Nature Mental Health</i>. Springer
    Nature, 2024. <a href="https://doi.org/10.1038/s44220-024-00320-3">https://doi.org/10.1038/s44220-024-00320-3</a>.
  ieee: B. Stahl <i>et al.</i>, “Rethinking ethics in interdisciplinary and big data-driven
    neuroscience projects,” <i>Nature Mental Health</i>, vol. 2, no. 10. Springer
    Nature, 2024.
  ista: Stahl B, Ogoh G, Schumann G, Walter H, Stahl B, Young AH, Desrivières S, Clinton
    N, Thompson P, Schwalber A, Liu J, Calhoun V, Chang X, Xia Y, Gong Y, Jia T, Renner
    P, Hese S, Giner A, Sanchez M, Alvarez E, Spanlang B, Pearmund C, Athanasiadis
    AP, Otten L, Pitel S, Petkoski S, Jirsa V, Schmitt K, Wilbertz J, Patraskaki M,
    Sommer P, Heilmann-Heimbach S, Mathey CM, Miller A, Claus I, Nöthen MM, Hoffmann
    P, Forstner AJ, Pastor A, Gallego J, Orosa FE, Viapiana GF, Slater M, Marr L,
    Novarino G, Marquand A, Böttger SJ, Tschorn M, Rapp M, Ask H, Kjelkenes R, Fernandez
    S, Van Der Meer D, Westlye LT, Andreassen OA, Aden R, Seefried B, Siehl S, Nees
    F, Neidhart M, Stringaris A, Schwarz E, Holz N, Tost H, Meyer-Lindenberg A, Christmann
    N, Jansone K, Banaschewski T, Banks J, Schepanski K, Schütz T, Taron UH, Eils
    R, Roy JC, Lett TA, Kebir H, Polemiti E, Hitchen E, Jentsch M, Serin E, Bernas
    A, Vaidya N, Twardziok S, Ralser M, Heinz A, Walter H. 2024. Rethinking ethics
    in interdisciplinary and big data-driven neuroscience projects. Nature Mental
    Health. 2(10), 1128–1130.
  mla: Stahl, Bernd, et al. “Rethinking Ethics in Interdisciplinary and Big Data-Driven
    Neuroscience Projects.” <i>Nature Mental Health</i>, vol. 2, no. 10, 1128–1130,
    Springer Nature, 2024, doi:<a href="https://doi.org/10.1038/s44220-024-00320-3">10.1038/s44220-024-00320-3</a>.
  short: B. Stahl, G. Ogoh, G. Schumann, H. Walter, B. Stahl, A.H. Young, S. Desrivières,
    N. Clinton, P. Thompson, A. Schwalber, J. Liu, V. Calhoun, X. Chang, Y. Xia, Y.
    Gong, T. Jia, P. Renner, S. Hese, A. Giner, M. Sanchez, E. Alvarez, B. Spanlang,
    C. Pearmund, A.P. Athanasiadis, L. Otten, S. Pitel, S. Petkoski, V. Jirsa, K.
    Schmitt, J. Wilbertz, M. Patraskaki, P. Sommer, S. Heilmann-Heimbach, C.M. Mathey,
    A. Miller, I. Claus, M.M. Nöthen, P. Hoffmann, A.J. Forstner, A. Pastor, J. Gallego,
    F.E. Orosa, G.F. Viapiana, M. Slater, L. Marr, G. Novarino, A. Marquand, S.J.
    Böttger, M. Tschorn, M. Rapp, H. Ask, R. Kjelkenes, S. Fernandez, D. Van Der Meer,
    L.T. Westlye, O.A. Andreassen, R. Aden, B. Seefried, S. Siehl, F. Nees, M. Neidhart,
    A. Stringaris, E. Schwarz, N. Holz, H. Tost, A. Meyer-Lindenberg, N. Christmann,
    K. Jansone, T. Banaschewski, J. Banks, K. Schepanski, T. Schütz, U.H. Taron, R.
    Eils, J.C. Roy, T.A. Lett, H. Kebir, E. Polemiti, E. Hitchen, M. Jentsch, E. Serin,
    A. Bernas, N. Vaidya, S. Twardziok, M. Ralser, A. Heinz, H. Walter, Nature Mental
    Health 2 (2024).
date_created: 2025-08-10T22:01:30Z
date_published: 2024-10-01T00:00:00Z
date_updated: 2025-08-11T06:53:55Z
day: '01'
department:
- _id: GaNo
doi: 10.1038/s44220-024-00320-3
intvolume: '         2'
issue: '10'
language:
- iso: eng
month: '10'
oa_version: None
publication: Nature Mental Health
publication_identifier:
  eissn:
  - 2731-6076
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Rethinking ethics in interdisciplinary and big data-driven neuroscience projects
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 2
year: '2024'
...
---
OA_place: repository
OA_type: green
_id: '17331'
abstract:
- lang: eng
  text: Amyloidosis are a group of diseases in which soluble proteins aggregate and
    deposit in fibrillar conformation extracellularly in tissues. The effectiveness
    of therapeutic strategies depends on the specific protein involved, being crucial
    to accurately determine its nature. Moreover, following the diagnosis, the search
    for the mutation within relatives allows the clinical advice. Here we report the
    precise diagnosis and explored the possible reasons of the structural pathogenicity
    for a renal amyloidosis related to a fibrinogen Aα-chain variant. Whole-exome
    sequencing and GATK calling pipeline were leveraged to characterize the protein
    variant present in a patient with kidney failure. Bioinformatics strategies were
    applied to suggest potential explanations of the variants aggregation. Our pipeline
    allowed the identification of a single-point variant of fibrinogen Aα-chain, which
    opened the possibility of curative transplantation. In silico structural analysis
    suggested that the pathogenicity of the variant may be attributed to a heightened
    susceptibility to yield a peptide prone to deposit as an oligomer with a β-sheet
    structure. Exploiting the comprehensive coverage of whole-genome sequencing, we
    managed to fill a vacant stage in the diagnosis of hereditary amyloidosis and
    to stimulate the advancement in biomedicine.
acknowledgement: The authors acknowledge Rosana del Cid for her help with English
  corrections, Mario Ramos for the figure editions, and Gabriela Finarelli for technical
  assistance. S.A. Rosú, N.A. Ramella, and M.A. Tricerri acknowledge support from
  Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET) (Grant PIP
  11220200102381), Agencia Nacional de Promoción Científica y Tecnológica (PICT 2019-03592),
  Universidad Nacional de La Plata (UNLP) (Grants M234 and PPID M014), and Fundación
  Florencio Fiorini. The authors warmly thank M.P. for her willingness to conduct
  these studies.
article_processing_charge: No
article_type: original
author:
- first_name: Elizabeth R
  full_name: Cattaneo, Elizabeth R
  last_name: Cattaneo
- first_name: Romina A
  full_name: Gisonno, Romina A
  id: a9e08d76-6a98-11ec-8f7b-c777fe5ca519
  last_name: Gisonno
- first_name: Martín C
  full_name: Abba, Martín C
  last_name: Abba
- first_name: Marianela
  full_name: Santana, Marianela
  last_name: Santana
- first_name: Silvana A
  full_name: Rosú, Silvana A
  last_name: Rosú
- first_name: Elsa
  full_name: Nucifora, Elsa
  last_name: Nucifora
- first_name: María A
  full_name: Aguirre, María A
  last_name: Aguirre
- first_name: María C
  full_name: Giordani, María C
  last_name: Giordani
- first_name: M. Alejandra
  full_name: Tricerri, M. Alejandra
  last_name: Tricerri
- first_name: Nahuel A
  full_name: Ramella, Nahuel A
  last_name: Ramella
citation:
  ama: 'Cattaneo ER, Gisonno RA, Abba MC, et al. Hereditary amyloidosis: Insights
    into a fibrinogen A variant protein. <i>Proteins: Structure, Function and Bioinformatics</i>.
    2024;92(12):1366-1374. doi:<a href="https://doi.org/10.1002/prot.26732">10.1002/prot.26732</a>'
  apa: 'Cattaneo, E. R., Gisonno, R. A., Abba, M. C., Santana, M., Rosú, S. A., Nucifora,
    E., … Ramella, N. A. (2024). Hereditary amyloidosis: Insights into a fibrinogen
    A variant protein. <i>Proteins: Structure, Function and Bioinformatics</i>. Wiley.
    <a href="https://doi.org/10.1002/prot.26732">https://doi.org/10.1002/prot.26732</a>'
  chicago: 'Cattaneo, Elizabeth R, Romina A Gisonno, Martín C Abba, Marianela Santana,
    Silvana A Rosú, Elsa Nucifora, María A Aguirre, María C Giordani, M. Alejandra
    Tricerri, and Nahuel A Ramella. “Hereditary Amyloidosis: Insights into a Fibrinogen
    A Variant Protein.” <i>Proteins: Structure, Function and Bioinformatics</i>. Wiley,
    2024. <a href="https://doi.org/10.1002/prot.26732">https://doi.org/10.1002/prot.26732</a>.'
  ieee: 'E. R. Cattaneo <i>et al.</i>, “Hereditary amyloidosis: Insights into a fibrinogen
    A variant protein,” <i>Proteins: Structure, Function and Bioinformatics</i>, vol.
    92, no. 12. Wiley, pp. 1366–1374, 2024.'
  ista: 'Cattaneo ER, Gisonno RA, Abba MC, Santana M, Rosú SA, Nucifora E, Aguirre
    MA, Giordani MC, Tricerri MA, Ramella NA. 2024. Hereditary amyloidosis: Insights
    into a fibrinogen A variant protein. Proteins: Structure, Function and Bioinformatics.
    92(12), 1366–1374.'
  mla: 'Cattaneo, Elizabeth R., et al. “Hereditary Amyloidosis: Insights into a Fibrinogen
    A Variant Protein.” <i>Proteins: Structure, Function and Bioinformatics</i>, vol.
    92, no. 12, Wiley, 2024, pp. 1366–74, doi:<a href="https://doi.org/10.1002/prot.26732">10.1002/prot.26732</a>.'
  short: 'E.R. Cattaneo, R.A. Gisonno, M.C. Abba, M. Santana, S.A. Rosú, E. Nucifora,
    M.A. Aguirre, M.C. Giordani, M.A. Tricerri, N.A. Ramella, Proteins: Structure,
    Function and Bioinformatics 92 (2024) 1366–1374.'
date_created: 2024-07-28T22:01:10Z
date_published: 2024-12-01T00:00:00Z
date_updated: 2025-09-08T08:33:53Z
day: '01'
department:
- _id: GaNo
doi: 10.1002/prot.26732
external_id:
  isi:
  - '001272128100001'
  pmid:
  - '39031927'
intvolume: '        92'
isi: 1
issue: '12'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.22541/au.171804763.37967262/v1
month: '12'
oa: 1
oa_version: Preprint
page: 1366-1374
pmid: 1
publication: 'Proteins: Structure, Function and Bioinformatics'
publication_identifier:
  eissn:
  - 1097-0134
  issn:
  - 0887-3585
publication_status: published
publisher: Wiley
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Hereditary amyloidosis: Insights into a fibrinogen A variant protein'
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 92
year: '2024'
...
---
_id: '12802'
abstract:
- lang: eng
  text: Little is known about the critical metabolic changes that neural cells have
    to undergo during development and how temporary shifts in this program can influence
    brain circuitries and behavior. Inspired by the discovery that mutations in SLC7A5,
    a transporter of metabolically essential large neutral amino acids (LNAAs), lead
    to autism, we employed metabolomic profiling to study the metabolic states of
    the cerebral cortex across different developmental stages. We found that the forebrain
    undergoes significant metabolic remodeling throughout development, with certain
    groups of metabolites showing stage-specific changes, but what are the consequences
    of perturbing this metabolic program? By manipulating Slc7a5 expression in neural
    cells, we found that the metabolism of LNAAs and lipids are interconnected in
    the cortex. Deletion of Slc7a5 in neurons affects the postnatal metabolic state,
    leading to a shift in lipid metabolism. Additionally, it causes stage- and cell-type-specific
    alterations in neuronal activity patterns, resulting in a long-term circuit dysfunction.
acknowledged_ssus:
- _id: PreCl
- _id: EM-Fac
- _id: Bio
- _id: LifeSc
acknowledgement: We thank A. Freeman and V. Voronin for technical assistance, S. Deixler,
  A. Stichelberger, M. Schunn, and the Preclinical Facility for managing our animal
  colony. We thank L. Andersen and J. Sonntag, who were involved in generating the
  MADM lines. We thank the ISTA LSF Mass Spectrometry Core Facility for assistance
  with the proteomic analysis, as well as the ISTA electron microscopy and Imaging
  and Optics facility for technical support. Metabolomics LC-MS/MS analysis was performed
  by the Metabolomics Facility at Vienna BioCenter Core Facilities (VBCF). We acknowledge
  the support of the EMBL Metabolomics Core Facility (MCF) for lipidomics and intracellular
  metabolomics mass spectrometry data acquisition and analysis. RNA sequencing was
  performed by the Next Generation Sequencing Facility at VBCF. Schematics were generated
  using Biorender.com. This work was supported by the Austrian Science Fund (FWF,
  DK W1232-B24) and by the European Union’s Horizon 2020 research and innovation program
  (ERC) grant 725780 (LinPro) to S.H. and 715508 (REVERSEAUTISM) to G.N.
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Lisa
  full_name: Knaus, Lisa
  id: 3B2ABCF4-F248-11E8-B48F-1D18A9856A87
  last_name: Knaus
- first_name: Bernadette
  full_name: Basilico, Bernadette
  id: 36035796-5ACA-11E9-A75E-7AF2E5697425
  last_name: Basilico
  orcid: 0000-0003-1843-3173
- first_name: Daniel
  full_name: Malzl, Daniel
  last_name: Malzl
- first_name: Maria
  full_name: Gerykova Bujalkova, Maria
  last_name: Gerykova Bujalkova
- first_name: Mateja
  full_name: Smogavec, Mateja
  last_name: Smogavec
- first_name: Lena A.
  full_name: Schwarz, Lena A.
  last_name: Schwarz
- first_name: Sarah
  full_name: Gorkiewicz, Sarah
  id: f141a35d-15a9-11ec-9fb2-fef6becc7b6f
  last_name: Gorkiewicz
- first_name: Nicole
  full_name: Amberg, Nicole
  id: 4CD6AAC6-F248-11E8-B48F-1D18A9856A87
  last_name: Amberg
  orcid: 0000-0002-3183-8207
- first_name: Florian
  full_name: Pauler, Florian
  id: 48EA0138-F248-11E8-B48F-1D18A9856A87
  last_name: Pauler
  orcid: 0000-0002-7462-0048
- first_name: Christian
  full_name: Knittl-Frank, Christian
  last_name: Knittl-Frank
- first_name: Marianna
  full_name: Tassinari, Marianna
  id: 7af593f1-d44a-11ed-bf94-a3646a6bb35e
  last_name: Tassinari
- first_name: Nuno
  full_name: Maulide, Nuno
  last_name: Maulide
- first_name: Thomas
  full_name: Rülicke, Thomas
  last_name: Rülicke
- first_name: Jörg
  full_name: Menche, Jörg
  last_name: Menche
- first_name: Simon
  full_name: Hippenmeyer, Simon
  id: 37B36620-F248-11E8-B48F-1D18A9856A87
  last_name: Hippenmeyer
  orcid: 0000-0003-2279-1061
- first_name: Gaia
  full_name: Novarino, Gaia
  id: 3E57A680-F248-11E8-B48F-1D18A9856A87
  last_name: Novarino
  orcid: 0000-0002-7673-7178
citation:
  ama: Knaus L, Basilico B, Malzl D, et al. Large neutral amino acid levels tune perinatal
    neuronal excitability and survival. <i>Cell</i>. 2023;186(9):1950-1967.e25. doi:<a
    href="https://doi.org/10.1016/j.cell.2023.02.037">10.1016/j.cell.2023.02.037</a>
  apa: Knaus, L., Basilico, B., Malzl, D., Gerykova Bujalkova, M., Smogavec, M., Schwarz,
    L. A., … Novarino, G. (2023). Large neutral amino acid levels tune perinatal neuronal
    excitability and survival. <i>Cell</i>. Elsevier. <a href="https://doi.org/10.1016/j.cell.2023.02.037">https://doi.org/10.1016/j.cell.2023.02.037</a>
  chicago: Knaus, Lisa, Bernadette Basilico, Daniel Malzl, Maria Gerykova Bujalkova,
    Mateja Smogavec, Lena A. Schwarz, Sarah Gorkiewicz, et al. “Large Neutral Amino
    Acid Levels Tune Perinatal Neuronal Excitability and Survival.” <i>Cell</i>. Elsevier,
    2023. <a href="https://doi.org/10.1016/j.cell.2023.02.037">https://doi.org/10.1016/j.cell.2023.02.037</a>.
  ieee: L. Knaus <i>et al.</i>, “Large neutral amino acid levels tune perinatal neuronal
    excitability and survival,” <i>Cell</i>, vol. 186, no. 9. Elsevier, p. 1950–1967.e25,
    2023.
  ista: Knaus L, Basilico B, Malzl D, Gerykova Bujalkova M, Smogavec M, Schwarz LA,
    Gorkiewicz S, Amberg N, Pauler F, Knittl-Frank C, Tassinari M, Maulide N, Rülicke
    T, Menche J, Hippenmeyer S, Novarino G. 2023. Large neutral amino acid levels
    tune perinatal neuronal excitability and survival. Cell. 186(9), 1950–1967.e25.
  mla: Knaus, Lisa, et al. “Large Neutral Amino Acid Levels Tune Perinatal Neuronal
    Excitability and Survival.” <i>Cell</i>, vol. 186, no. 9, Elsevier, 2023, p. 1950–1967.e25,
    doi:<a href="https://doi.org/10.1016/j.cell.2023.02.037">10.1016/j.cell.2023.02.037</a>.
  short: L. Knaus, B. Basilico, D. Malzl, M. Gerykova Bujalkova, M. Smogavec, L.A.
    Schwarz, S. Gorkiewicz, N. Amberg, F. Pauler, C. Knittl-Frank, M. Tassinari, N.
    Maulide, T. Rülicke, J. Menche, S. Hippenmeyer, G. Novarino, Cell 186 (2023) 1950–1967.e25.
corr_author: '1'
date_created: 2023-04-05T08:15:40Z
date_published: 2023-04-27T00:00:00Z
date_updated: 2026-04-14T08:34:36Z
day: '27'
ddc:
- '570'
department:
- _id: SiHi
- _id: GaNo
doi: 10.1016/j.cell.2023.02.037
ec_funded: 1
external_id:
  isi:
  - '000991468700001'
  pmid:
  - '36996814'
file:
- access_level: open_access
  checksum: 47e94fbe19e86505b429cb7a5b503ce6
  content_type: application/pdf
  creator: dernst
  date_created: 2023-05-02T09:26:21Z
  date_updated: 2023-05-02T09:26:21Z
  file_id: '12889'
  file_name: 2023_Cell_Knaus.pdf
  file_size: 15712841
  relation: main_file
  success: 1
file_date_updated: 2023-05-02T09:26:21Z
has_accepted_license: '1'
intvolume: '       186'
isi: 1
issue: '9'
keyword:
- General Biochemistry
- Genetics and Molecular Biology
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
page: 1950-1967.e25
pmid: 1
project:
- _id: 2548AE96-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: W1232
  name: Molecular Drug Targets
- _id: 260018B0-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '725780'
  name: Principles of Neural Stem Cell Lineage Progression in Cerebral Cortex Development
- _id: 25444568-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '715508'
  name: Probing the Reversibility of Autism Spectrum Disorders by Employing in vivo
    and in vitro Models
publication: Cell
publication_identifier:
  issn:
  - 0092-8674
publication_status: published
publisher: Elsevier
quality_controlled: '1'
related_material:
  link:
  - description: News on ISTA Website
    relation: press_release
    url: https://ista.ac.at/en/news/feed-them-or-lose-them/
  record:
  - id: '19557'
    relation: dissertation_contains
    status: public
  - id: '13107'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Large neutral amino acid levels tune perinatal neuronal excitability and survival
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 186
year: '2023'
...
---
OA_place: publisher
_id: '13107'
abstract:
- lang: eng
  text: "Within the human body, the brain exhibits the highest rate of energy consumption
    amongst all organs, with the majority of generated ATP being utilized to sustain
    neuronal activity. Therefore, the metabolism of the mature cerebral cortex is
    geared towards preserving metabolic homeostasis whilst generating significant
    amounts of energy. This requires a precise interplay between diverse metabolic
    pathways, spanning from a tissue-wide scale to the level of individual neurons.
    Disturbances to this delicate metabolic equilibrium, such as those resulting from
    maternal malnutrition\r\nor mutations affecting metabolic enzymes, often result
    in neuropathological variants of neurodevelopment. For instance, mutations in
    SLC7A5, a transporter of metabolically essential large neutral amino acids (LNAAs),
    have been associated with autism and microcephaly. However, despite recent progress
    in the field, the extent of metabolic restructuring that occurs within the developing
    brain and the corresponding alterations in nutrient demands during various critical
    periods remain largely unknown. To investigate this, we performed metabolomic
    profiling of the murine cerebral cortex to characterize the metabolic state of
    the forebrain at different developmental stages. We found that the developing
    cortex undergoes substantial metabolic reprogramming, with specific sets of metabolites
    displaying stage-specific changes. According to our observations, we determined
    a distinct temporal period in postnatal development during which the cortex displays
    heightened reliance on LNAAs. Hence, using a conditional knock-out mouse model,
    we deleted Slc7a5 in neural cells, allowing us to monitor the impact of a perturbed
    neuronal metabolic state across multiple developmental stages of corticogenesis.
    We found that manipulating the levels of essential LNAAs in cortical neurons in
    vivo affects one particular perinatal developmental period critical for cortical
    network refinement. Abnormally low intracellular LNAA levels result in cell-autonomous
    alterations in neuronal lipid metabolism, excitability, and survival during this
    particular time window. Although most of the effects of Slc7a5 deletion on neuronal
    physiology are transient, derailment of these processes during this brief but
    crucial window leads to long-term circuit dysfunction in mice. In conclusion,
    out data indicate that the cerebral cortex undergoes significant metabolic reorganization
    during development. This process involves the intricate integration of multiple
    metabolic pathways to ensure optimal neuronal function throughout different developmental
    stages. Our findings offer a paradigm for understanding how neurons synchronize
    the expression of nutrient-related genes with their activity to allow proper brain
    maturation. Further, our results demonstrate that disruptions in these precisely
    calibrated metabolic processes during critical periods of brain development may
    result in neuropathological outcomes in mice and in humans."
acknowledged_ssus:
- _id: PreCl
- _id: Bio
- _id: EM-Fac
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Lisa
  full_name: Knaus, Lisa
  id: 3B2ABCF4-F248-11E8-B48F-1D18A9856A87
  last_name: Knaus
citation:
  ama: 'Knaus L. The metabolism of the developing brain : How large neutral amino
    acids modulate perinatal neuronal excitability and survival. 2023. doi:<a href="https://doi.org/10.15479/at:ista:13107">10.15479/at:ista:13107</a>'
  apa: 'Knaus, L. (2023). <i>The metabolism of the developing brain : How large neutral
    amino acids modulate perinatal neuronal excitability and survival</i>. Institute
    of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:13107">https://doi.org/10.15479/at:ista:13107</a>'
  chicago: 'Knaus, Lisa. “The Metabolism of the Developing Brain : How Large Neutral
    Amino Acids Modulate Perinatal Neuronal Excitability and Survival.” Institute
    of Science and Technology Austria, 2023. <a href="https://doi.org/10.15479/at:ista:13107">https://doi.org/10.15479/at:ista:13107</a>.'
  ieee: 'L. Knaus, “The metabolism of the developing brain : How large neutral amino
    acids modulate perinatal neuronal excitability and survival,” Institute of Science
    and Technology Austria, 2023.'
  ista: 'Knaus L. 2023. The metabolism of the developing brain : How large neutral
    amino acids modulate perinatal neuronal excitability and survival. Institute of
    Science and Technology Austria.'
  mla: 'Knaus, Lisa. <i>The Metabolism of the Developing Brain : How Large Neutral
    Amino Acids Modulate Perinatal Neuronal Excitability and Survival</i>. Institute
    of Science and Technology Austria, 2023, doi:<a href="https://doi.org/10.15479/at:ista:13107">10.15479/at:ista:13107</a>.'
  short: 'L. Knaus, The Metabolism of the Developing Brain : How Large Neutral Amino
    Acids Modulate Perinatal Neuronal Excitability and Survival, Institute of Science
    and Technology Austria, 2023.'
corr_author: '1'
date_created: 2023-06-01T09:05:24Z
date_published: 2023-05-31T00:00:00Z
date_updated: 2026-04-14T08:34:36Z
day: '31'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: GaNo
doi: 10.15479/at:ista:13107
ec_funded: 1
file:
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  date_updated: 2023-06-01T13:48:41Z
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file_date_updated: 2023-06-07T08:41:49Z
has_accepted_license: '1'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
page: '147'
project:
- _id: 25444568-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '715508'
  name: Probing the Reversibility of Autism Spectrum Disorders by Employing in vivo
    and in vitro Models
- _id: 2548AE96-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: W1232
  name: Molecular Drug Targets
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '12802'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Gaia
  full_name: Novarino, Gaia
  id: 3E57A680-F248-11E8-B48F-1D18A9856A87
  last_name: Novarino
  orcid: 0000-0002-7673-7178
title: 'The metabolism of the developing brain : How large neutral amino acids modulate
  perinatal neuronal excitability and survival'
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2023'
...
