---
APC_amount: 2933,65 EUR
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '14980'
abstract:
- lang: eng
  text: Precision sensing and manipulation of milligram-scale mechanical oscillators
    has attracted growing interest in the fields of table-top explorations of gravity
    and tests of quantum mechanics at macroscopic scales. Torsional oscillators present
    an opportunity in this regard due to their remarked isolation from environmental
    noise. For torsional motion, an effective employment of optical cavities to enhance
    optomechanical interactions—as already established for linear oscillators—so far
    faced certain challenges. Here, we propose a concept for sensing and manipulating
    torsional motion, where exclusively the torsional rotations of a pendulum are
    mapped onto the path length of a single two-mirror optical cavity. The concept
    inherently alleviates many limitations of previous approaches. A proof-of-principle
    experiment is conducted with a rigidly controlled pendulum to explore the sensing
    aspects of the concept and to identify practical limitations in a potential state-of-the
    art setup. Based on this study, we anticipate development of precision torque
    sensors utilizing torsional pendulums that can support sensitivities below 10−19Nm/√Hz,
    while the motion of the pendulums are dominated by quantum radiation pressure
    noise at sub-microwatts of incoming laser power. These developments will provide
    horizons for experiments at the interface of quantum mechanics and gravity.
acknowledgement: "We thank Pere Rosselló for his contributions to the initial modeling
  of the presented sensing technique. This work was supported by Institute of Science
  and Technology Austria, and\r\nthe European Research Council under Grant No. 101087907
  (ERC CoG QuHAMP)."
article_number: '013141'
article_processing_charge: Yes
article_type: original
arxiv: 1
author:
- first_name: Sofya
  full_name: Agafonova, Sofya
  id: 09501ff6-dca7-11ea-a8ae-b3e0b9166e80
  last_name: Agafonova
  orcid: 0000-0003-0582-2946
- first_name: Umang
  full_name: Mishra, Umang
  id: 4328fa4c-f128-11eb-9611-c107b0fe4d51
  last_name: Mishra
- first_name: Fritz R
  full_name: Diorico, Fritz R
  id: 2E054C4C-F248-11E8-B48F-1D18A9856A87
  last_name: Diorico
  orcid: 0000-0002-4947-8924
- first_name: Onur
  full_name: Hosten, Onur
  id: 4C02D85E-F248-11E8-B48F-1D18A9856A87
  last_name: Hosten
  orcid: 0000-0002-2031-204X
citation:
  ama: Agafonova S, Mishra U, Diorico FR, Hosten O. Zigzag optical cavity for sensing
    and controlling torsional motion. <i>Physical Review Research</i>. 2024;6(1).
    doi:<a href="https://doi.org/10.1103/physrevresearch.6.013141">10.1103/physrevresearch.6.013141</a>
  apa: Agafonova, S., Mishra, U., Diorico, F. R., &#38; Hosten, O. (2024). Zigzag
    optical cavity for sensing and controlling torsional motion. <i>Physical Review
    Research</i>. American Physical Society. <a href="https://doi.org/10.1103/physrevresearch.6.013141">https://doi.org/10.1103/physrevresearch.6.013141</a>
  chicago: Agafonova, Sofia, Umang Mishra, Fritz R Diorico, and Onur Hosten. “Zigzag
    Optical Cavity for Sensing and Controlling Torsional Motion.” <i>Physical Review
    Research</i>. American Physical Society, 2024. <a href="https://doi.org/10.1103/physrevresearch.6.013141">https://doi.org/10.1103/physrevresearch.6.013141</a>.
  ieee: S. Agafonova, U. Mishra, F. R. Diorico, and O. Hosten, “Zigzag optical cavity
    for sensing and controlling torsional motion,” <i>Physical Review Research</i>,
    vol. 6, no. 1. American Physical Society, 2024.
  ista: Agafonova S, Mishra U, Diorico FR, Hosten O. 2024. Zigzag optical cavity for
    sensing and controlling torsional motion. Physical Review Research. 6(1), 013141.
  mla: Agafonova, Sofia, et al. “Zigzag Optical Cavity for Sensing and Controlling
    Torsional Motion.” <i>Physical Review Research</i>, vol. 6, no. 1, 013141, American
    Physical Society, 2024, doi:<a href="https://doi.org/10.1103/physrevresearch.6.013141">10.1103/physrevresearch.6.013141</a>.
  short: S. Agafonova, U. Mishra, F.R. Diorico, O. Hosten, Physical Review Research
    6 (2024).
corr_author: '1'
das_tickbox: '0'
date_created: 2024-02-12T11:42:18Z
date_published: 2024-02-05T00:00:00Z
date_updated: 2026-07-08T07:52:51Z
day: '05'
ddc:
- '530'
department:
- _id: OnHo
doi: 10.1103/physrevresearch.6.013141
external_id:
  arxiv:
  - '2306.12804'
file:
- access_level: open_access
  checksum: 3a39ebffb24c1cc1dd0b547a726dc52d
  content_type: application/pdf
  creator: dernst
  date_created: 2024-02-12T11:46:50Z
  date_updated: 2024-02-12T11:46:50Z
  file_id: '14981'
  file_name: 2024_PhysicalRevResearch_Agafonova.pdf
  file_size: 1437167
  relation: main_file
  success: 1
file_date_updated: 2024-02-12T11:46:50Z
has_accepted_license: '1'
intvolume: '         6'
issue: '1'
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
project:
- _id: bdb2a702-d553-11ed-ba76-f12e3e5a3bc6
  grant_number: '101087907'
  name: 'A quantum hybrid of atoms and milligram-scale pendulums: towards gravitational
    quantum mechanics'
publication: Physical Review Research
publication_identifier:
  eissn:
  - 2643-1564
publication_status: published
publisher: American Physical Society
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: no
title: Zigzag optical cavity for sensing and controlling torsional motion
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: 68b8ca59-c5b3-11ee-8790-cd641c68093d
volume: 6
year: '2024'
...
---
APC_amount: 3393,38 EUR
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '14802'
abstract:
- lang: eng
  text: Frequency-stable lasers form the back bone of precision measurements in science
    and technology. Such lasers typically attain their stability through frequency
    locking to reference cavities. State-of-the-art locking performances to date had
    been achieved using frequency modulation based methods, complemented with active
    drift cancellation systems. We demonstrate an all passive, modulation-free laser-cavity
    locking technique (squash locking) that utilizes changes in spatial beam ellipticity
    for error signal generation, and a coherent polarization post-selection for noise
    resilience. By comparing two identically built proof-of-principle systems, we
    show a frequency locking instability of 5×10<jats:sup>−7</jats:sup> relative to
    the cavity linewidth at 10 s averaging. The results surpass the demonstrated performances
    of methods engineered over the last five decades, potentially enabling an advancement
    in the precision control of lasers, while creating avenues for bridging the performance
    gaps between industrial grade lasers with scientific ones due to the afforded
    simplicity and scalability.
acknowledgement: We thank Rishabh Sahu and Sebastian Wald for technical contributions
  to the experiment. Funding by Institute of Science and Technology Austria.
article_processing_charge: Yes
article_type: original
author:
- first_name: Fritz R
  full_name: Diorico, Fritz R
  id: 2E054C4C-F248-11E8-B48F-1D18A9856A87
  last_name: Diorico
  orcid: 0000-0002-4947-8924
- first_name: Artem
  full_name: Zhutov, Artem
  id: 0f02ed6a-b514-11ee-b891-8379c5f19cb7
  last_name: Zhutov
- first_name: Onur
  full_name: Hosten, Onur
  id: 4C02D85E-F248-11E8-B48F-1D18A9856A87
  last_name: Hosten
  orcid: 0000-0002-2031-204X
citation:
  ama: 'Diorico FR, Zhutov A, Hosten O. Laser-cavity locking utilizing beam ellipticity:
    accessing the 10<sup>−7</sup> instability scale relative to cavity linewidth.
    <i>Optica</i>. 2024;11(1):26-31. doi:<a href="https://doi.org/10.1364/optica.507451">10.1364/optica.507451</a>'
  apa: 'Diorico, F. R., Zhutov, A., &#38; Hosten, O. (2024). Laser-cavity locking
    utilizing beam ellipticity: accessing the 10<sup>−7</sup> instability scale relative
    to cavity linewidth. <i>Optica</i>. Optica Publishing Group. <a href="https://doi.org/10.1364/optica.507451">https://doi.org/10.1364/optica.507451</a>'
  chicago: 'Diorico, Fritz R, Artem Zhutov, and Onur Hosten. “Laser-Cavity Locking
    Utilizing Beam Ellipticity: Accessing the 10<sup>−7</sup> Instability Scale Relative
    to Cavity Linewidth.” <i>Optica</i>. Optica Publishing Group, 2024. <a href="https://doi.org/10.1364/optica.507451">https://doi.org/10.1364/optica.507451</a>.'
  ieee: 'F. R. Diorico, A. Zhutov, and O. Hosten, “Laser-cavity locking utilizing
    beam ellipticity: accessing the 10<sup>−7</sup> instability scale relative to
    cavity linewidth,” <i>Optica</i>, vol. 11, no. 1. Optica Publishing Group, pp.
    26–31, 2024.'
  ista: 'Diorico FR, Zhutov A, Hosten O. 2024. Laser-cavity locking utilizing beam
    ellipticity: accessing the 10<sup>−7</sup> instability scale relative to cavity linewidth.
    Optica. 11(1), 26–31.'
  mla: 'Diorico, Fritz R., et al. “Laser-Cavity Locking Utilizing Beam Ellipticity:
    Accessing the 10<sup>−7</sup> Instability Scale Relative to Cavity Linewidth.”
    <i>Optica</i>, vol. 11, no. 1, Optica Publishing Group, 2024, pp. 26–31, doi:<a
    href="https://doi.org/10.1364/optica.507451">10.1364/optica.507451</a>.'
  short: F.R. Diorico, A. Zhutov, O. Hosten, Optica 11 (2024) 26–31.
corr_author: '1'
das_tickbox: '1'
dataavailabilitystatement: Data underlying the results presented in this paper are
  not publicly available at this time but may be obtained from the authors upon reasonable
  request.
date_created: 2024-01-15T10:25:38Z
date_published: 2024-01-20T00:00:00Z
date_updated: 2026-07-08T08:25:12Z
day: '20'
ddc:
- '530'
department:
- _id: OnHo
doi: 10.1364/optica.507451
external_id:
  isi:
  - '001202817000004'
file:
- access_level: open_access
  checksum: eb99ca7d0fe73e22f121875175546ed7
  content_type: application/pdf
  creator: dernst
  date_created: 2024-01-17T08:53:16Z
  date_updated: 2024-01-17T08:53:16Z
  file_id: '14824'
  file_name: 2023_Optica_Diorico.pdf
  file_size: 4558986
  relation: main_file
  success: 1
file_date_updated: 2024-01-17T08:53:16Z
has_accepted_license: '1'
intvolume: '        11'
isi: 1
issue: '1'
keyword:
- Atomic and Molecular Physics
- and Optics
- Electronic
- Optical and Magnetic Materials
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
page: 26-31
publication: Optica
publication_identifier:
  issn:
  - 2334-2536
publication_status: published
publisher: Optica Publishing Group
quality_controlled: '1'
researchdata_availability: upon request
scopus_import: '1'
status: public
supplementarymaterial: no
title: 'Laser-cavity locking utilizing beam ellipticity: accessing the 10<sup>−7</sup>
  instability scale relative to cavity linewidth'
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: 68b8ca59-c5b3-11ee-8790-cd641c68093d
volume: 11
year: '2024'
...
---
OA_place: publisher
_id: '17225'
abstract:
- lang: eng
  text: "This thesis describes the development of an atom interferometer designed
    to exploit the\r\nadvantages of utilizing quantum entanglement for enhanced precision
    measurements beyond\r\nthe standard quantum limit. While the project remains ongoing,
    significant progress has been\r\nmade.\r\nA key contribution of this work is the
    development of Quantrol, an experimental control\r\nsystem leveraging the ARTIQ
    framework. This software enables precise timing and control\r\nwithout requiring
    prior knowledge of ARTIQ’s implementation details or coding experience.\r\nThe
    interface offers user friendly visual comprehension of the experimental sequence
    and\r\nextended capabilities, allowing researchers to scan variables with a simple
    click of a mouse.\r\nThe main proposed project is to implement atom interferometric
    sequence with squeezed input\r\nstates inside of a dipole trap generated by a
    high finesse cavity. The presence of the dipole\r\ntrap allows one dimensional
    atomic cloud split while maintaining relatively strong confinement\r\nin other
    directions.\r\nWe are currently able to trap and cool 87Rb atoms to few micro
    kelvin temperatures, load\r\nthem into the dipole trap and state prepare them
    to be used for squeezing and interferometric\r\nsequence."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Vyacheslav
  full_name: Li, Vyacheslav
  id: 3A4FAA92-F248-11E8-B48F-1D18A9856A87
  last_name: Li
citation:
  ama: Li V. Towards a quantum entanglement enhanced atom interferomter. 2024. doi:<a
    href="https://doi.org/10.15479/at:ista:17225">10.15479/at:ista:17225</a>
  apa: Li, V. (2024). <i>Towards a quantum entanglement enhanced atom interferomter</i>.
    Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:17225">https://doi.org/10.15479/at:ista:17225</a>
  chicago: Li, Vyacheslav. “Towards a Quantum Entanglement Enhanced Atom Interferomter.”
    Institute of Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:17225">https://doi.org/10.15479/at:ista:17225</a>.
  ieee: V. Li, “Towards a quantum entanglement enhanced atom interferomter,” Institute
    of Science and Technology Austria, 2024.
  ista: Li V. 2024. Towards a quantum entanglement enhanced atom interferomter. Institute
    of Science and Technology Austria.
  mla: Li, Vyacheslav. <i>Towards a Quantum Entanglement Enhanced Atom Interferomter</i>.
    Institute of Science and Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:17225">10.15479/at:ista:17225</a>.
  short: V. Li, Towards a Quantum Entanglement Enhanced Atom Interferomter, Institute
    of Science and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-07-11T09:46:48Z
date_published: 2024-07-11T00:00:00Z
date_updated: 2026-07-08T08:50:57Z
day: '11'
ddc:
- '530'
degree_awarded: PhD
department:
- _id: GradSch
- _id: OnHo
doi: 10.15479/at:ista:17225
file:
- access_level: open_access
  checksum: 15b2dbe8d2c9ed7ca5dd413827928077
  content_type: application/pdf
  creator: vli
  date_created: 2024-07-11T10:26:22Z
  date_updated: 2024-07-11T10:26:22Z
  file_id: '17228'
  file_name: PhD_Thesis_Vyacheslav_Li_no_signatures_PDFA.pdf
  file_size: 6729761
  relation: main_file
  success: 1
- access_level: closed
  checksum: 16e904a11d8d0ebb167cb654ddfc7fe5
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  creator: vli
  date_created: 2024-07-11T10:26:22Z
  date_updated: 2024-07-11T10:26:22Z
  file_id: '17229'
  file_name: PhD Thesis Vyacheslav Li.zip
  file_size: 9542859
  relation: source_file
file_date_updated: 2024-07-11T10:26:22Z
has_accepted_license: '1'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-sa/4.0/
month: '07'
oa: 1
oa_version: Published Version
page: '79'
project:
- _id: bdb2a702-d553-11ed-ba76-f12e3e5a3bc6
  grant_number: '101087907'
  name: 'A quantum hybrid of atoms and milligram-scale pendulums: towards gravitational
    quantum mechanics'
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '11438'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Onur
  full_name: Hosten, Onur
  id: 4C02D85E-F248-11E8-B48F-1D18A9856A87
  last_name: Hosten
  orcid: 0000-0002-2031-204X
title: Towards a quantum entanglement enhanced atom interferomter
tmp:
  image: /images/cc_by_nc_sa.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC
    BY-NC-SA 4.0)
  short: CC BY-NC-SA (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: repository
_id: '19550'
abstract:
- lang: eng
  text: "We introduce a multi-band BCS free energy functional and prove that for a\r\nmulti-band
    superconductor the effect of inter-band coupling can only increase\r\nthe critical
    temperature, irrespective of its attractive or repulsive nature\r\nand its strength.
    Further, for weak coupling and weaker inter-band coupling, we\r\nprove that the
    dependence of the increase in critical temperature on the\r\ninter-band coupling
    is (1) linear, if there are two or more equally strongly\r\nsuperconducting bands,
    or (2) quadratic, if there is only one dominating band."
article_processing_charge: No
arxiv: 1
author:
- first_name: Sven Joscha
  full_name: Henheik, Sven Joscha
  id: 31d731d7-d235-11ea-ad11-b50331c8d7fb
  last_name: Henheik
  orcid: 0000-0003-1106-327X
- first_name: Edwin
  full_name: Langmann, Edwin
  last_name: Langmann
- first_name: Asbjørn Bækgaard
  full_name: Lauritsen, Asbjørn Bækgaard
  id: e1a2682f-dc8d-11ea-abe3-81da9ac728f1
  last_name: Lauritsen
  orcid: 0000-0003-4476-2288
citation:
  ama: Henheik SJ, Langmann E, Lauritsen AB. Multi-band superconductors have enhanced
    critical temperatures. <i>arXiv</i>. doi:<a href="https://doi.org/10.48550/arXiv.2409.17297">10.48550/arXiv.2409.17297</a>
  apa: Henheik, S. J., Langmann, E., &#38; Lauritsen, A. B. (n.d.). Multi-band superconductors
    have enhanced critical temperatures. <i>arXiv</i>. <a href="https://doi.org/10.48550/arXiv.2409.17297">https://doi.org/10.48550/arXiv.2409.17297</a>
  chicago: Henheik, Sven Joscha, Edwin Langmann, and Asbjørn Bækgaard Lauritsen. “Multi-Band
    Superconductors Have Enhanced Critical Temperatures.” <i>ArXiv</i>, n.d. <a href="https://doi.org/10.48550/arXiv.2409.17297">https://doi.org/10.48550/arXiv.2409.17297</a>.
  ieee: S. J. Henheik, E. Langmann, and A. B. Lauritsen, “Multi-band superconductors
    have enhanced critical temperatures,” <i>arXiv</i>. .
  ista: Henheik SJ, Langmann E, Lauritsen AB. Multi-band superconductors have enhanced
    critical temperatures. arXiv, <a href="https://doi.org/10.48550/arXiv.2409.17297">10.48550/arXiv.2409.17297</a>.
  mla: Henheik, Sven Joscha, et al. “Multi-Band Superconductors Have Enhanced Critical
    Temperatures.” <i>ArXiv</i>, doi:<a href="https://doi.org/10.48550/arXiv.2409.17297">10.48550/arXiv.2409.17297</a>.
  short: S.J. Henheik, E. Langmann, A.B. Lauritsen, ArXiv (n.d.).
corr_author: '1'
date_created: 2025-04-11T11:43:58Z
date_published: 2024-10-21T00:00:00Z
date_updated: 2026-07-13T11:34:07Z
day: '21'
department:
- _id: LaEr
- _id: RoSe
doi: 10.48550/arXiv.2409.17297
external_id:
  arxiv:
  - '2409.17297'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2409.17297
month: '10'
oa: 1
oa_version: Preprint
publication: arXiv
publication_status: draft
related_material:
  record:
  - id: '19540'
    relation: dissertation_contains
    status: public
  - id: '22290'
    relation: later_version
    status: public
status: public
title: Multi-band superconductors have enhanced critical temperatures
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: preprint
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2024'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '15169'
abstract:
- lang: eng
  text: Interpretation of extracellular recordings can be challenging due to the long
    range of electric field. This challenge can be mitigated by estimating the current
    source density (CSD). Here we introduce kCSD-python, an open Python package implementing
    Kernel Current Source Density (kCSD) method and related tools to facilitate CSD
    analysis of experimental data and the interpretation of results. We show how to
    counter the limitations imposed by noise and assumptions in the method itself.
    kCSD-python allows CSD estimation for an arbitrary distribution of electrodes
    in 1D, 2D, and 3D, assuming distributions of sources in tissue, a slice, or in
    a single cell, and includes a range of diagnostic aids. We demonstrate its features
    in a Jupyter Notebook tutorial which illustrates a typical analytical workflow
    and main functionalities useful in validating analysis results.
acknowledgement: 'The Python implementation of kCSD was started by Grzegorz Parka
  during Google Summer of Code project through the International Neuroinformatics
  Coordinating Facility. Jan Mąka implemented the first Python version of skCSD class.
  This work was supported by the Polish National Science Centre (2013/08/W/NZ4/00691
  to DKW; 2015/17/B/ST7/04123 to DKW). '
article_number: e1011941
article_processing_charge: Yes
article_type: original
author:
- first_name: Chaitanya
  full_name: Chintaluri, Chaitanya
  id: BA06AFEE-A4BA-11EA-AE5C-14673DDC885E
  last_name: Chintaluri
  orcid: 0000-0003-4252-1608
- first_name: Marta
  full_name: Bejtka, Marta
  last_name: Bejtka
- first_name: Wladyslaw
  full_name: Sredniawa, Wladyslaw
  last_name: Sredniawa
- first_name: Michal
  full_name: Czerwinski, Michal
  last_name: Czerwinski
- first_name: Jakub M.
  full_name: Dzik, Jakub M.
  last_name: Dzik
- first_name: Joanna
  full_name: Jedrzejewska-Szmek, Joanna
  last_name: Jedrzejewska-Szmek
- first_name: Daniel K.
  full_name: Wojciki, Daniel K.
  last_name: Wojciki
citation:
  ama: Chintaluri C, Bejtka M, Sredniawa W, et al. kCSD-python, reliable current source
    density estimation with quality control. <i>PLoS Computational Biology</i>. 2024;20(3).
    doi:<a href="https://doi.org/10.1371/journal.pcbi.1011941">10.1371/journal.pcbi.1011941</a>
  apa: Chintaluri, C., Bejtka, M., Sredniawa, W., Czerwinski, M., Dzik, J. M., Jedrzejewska-Szmek,
    J., &#38; Wojciki, D. K. (2024). kCSD-python, reliable current source density
    estimation with quality control. <i>PLoS Computational Biology</i>. Public Library
    of Science. <a href="https://doi.org/10.1371/journal.pcbi.1011941">https://doi.org/10.1371/journal.pcbi.1011941</a>
  chicago: Chintaluri, Chaitanya, Marta Bejtka, Wladyslaw Sredniawa, Michal Czerwinski,
    Jakub M. Dzik, Joanna Jedrzejewska-Szmek, and Daniel K. Wojciki. “KCSD-Python,
    Reliable Current Source Density Estimation with Quality Control.” <i>PLoS Computational
    Biology</i>. Public Library of Science, 2024. <a href="https://doi.org/10.1371/journal.pcbi.1011941">https://doi.org/10.1371/journal.pcbi.1011941</a>.
  ieee: C. Chintaluri <i>et al.</i>, “kCSD-python, reliable current source density
    estimation with quality control,” <i>PLoS Computational Biology</i>, vol. 20,
    no. 3. Public Library of Science, 2024.
  ista: Chintaluri C, Bejtka M, Sredniawa W, Czerwinski M, Dzik JM, Jedrzejewska-Szmek
    J, Wojciki DK. 2024. kCSD-python, reliable current source density estimation with
    quality control. PLoS Computational Biology. 20(3), e1011941.
  mla: Chintaluri, Chaitanya, et al. “KCSD-Python, Reliable Current Source Density
    Estimation with Quality Control.” <i>PLoS Computational Biology</i>, vol. 20,
    no. 3, e1011941, Public Library of Science, 2024, doi:<a href="https://doi.org/10.1371/journal.pcbi.1011941">10.1371/journal.pcbi.1011941</a>.
  short: C. Chintaluri, M. Bejtka, W. Sredniawa, M. Czerwinski, J.M. Dzik, J. Jedrzejewska-Szmek,
    D.K. Wojciki, PLoS Computational Biology 20 (2024).
corr_author: '1'
das_tickbox: '1'
date_created: 2024-03-24T23:00:59Z
date_published: 2024-03-14T00:00:00Z
date_updated: 2026-07-13T12:30:33Z
day: '14'
ddc:
- '000'
- '570'
department:
- _id: TiVo
doi: 10.1371/journal.pcbi.1011941
external_id:
  isi:
  - '001190689800001'
  pmid:
  - '38484020'
file:
- access_level: open_access
  checksum: c09718d0d09614642d877d0716ce32e8
  content_type: application/pdf
  creator: dernst
  date_created: 2025-06-25T05:47:36Z
  date_updated: 2025-06-25T05:47:36Z
  file_id: '19897'
  file_name: 2024_PLoSCompBio_Chintaluri.pdf
  file_size: 2540277
  relation: main_file
  success: 1
file_date_updated: 2025-06-25T05:47:36Z
has_accepted_license: '1'
intvolume: '        20'
isi: 1
issue: '3'
language:
- iso: eng
month: '03'
oa: 1
oa_version: Published Version
pmid: 1
publication: PLoS Computational Biology
publication_identifier:
  eissn:
  - 1553-7358
  issn:
  - 1553-734X
publication_status: published
publisher: Public Library of Science
quality_controlled: '1'
related_material:
  link:
  - relation: software
    url: https://github.com/Neuroinflab/kCSD-python
scopus_import: '1'
status: public
title: kCSD-python, reliable current source density estimation with quality control
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: 20
year: '2024'
...
---
OA_place: repository
OA_type: green
_id: '17147'
abstract:
- lang: eng
  text: Efficient utilization of large-scale biobank data is crucial for inferring
    the genetic basis of disease and predicting health outcomes from the DNA. Yet
    we lack efficient, accurate methods that scale to data where electronic health
    records are linked to whole genome sequence information. To address this issue,
    our paper develops a new algorithmic paradigm based on Approximate Message Passing
    (AMP), which is specifically tailored for genomic prediction and association testing.
    Our method yields comparable out-of-sample prediction accuracy to the state of
    the art on UK Biobank traits, whilst dramatically improving computational complexity,
    with a 8x-speed up in the run time. In addition, AMP theory provides a joint association
    testing framework, which outperforms the currently used REGENIE method, in roughly
    a third of the compute time. This first, truly large-scale application of the
    AMP framework lays the foundations for a far wider range of statistical analyses
    for hundreds of millions of variables measured on millions of people.
acknowledged_ssus:
- _id: ScienComp
acknowledgement: "This work was supported by a Lopez-Loreta Prize to MM, an SNSF Eccellenza
  Grant to MRR (PCEGP3-181181), and core funding from ISTA. The authors thank Philip
  Schniter, Matthew Stephens and Pragya Sur for valuable suggestions on an early version
  of the work. The authors acknowledge the participants and investigators of the UK
  Biobank study. High-performance\r\ncomputing was supported by the Scientific Service
  Units (SSU) of IST Austria through resources provided by Scientific Computing (SciComp)."
article_processing_charge: No
author:
- first_name: Al
  full_name: Depope, Al
  id: 0b77531d-dbcd-11ea-9d1d-a8eee0bf3830
  last_name: Depope
- first_name: Marco
  full_name: Mondelli, Marco
  id: 27EB676C-8706-11E9-9510-7717E6697425
  last_name: Mondelli
  orcid: 0000-0002-3242-7020
- first_name: Matthew Richard
  full_name: Robinson, Matthew Richard
  id: E5D42276-F5DA-11E9-8E24-6303E6697425
  last_name: Robinson
  orcid: 0000-0001-8982-8813
citation:
  ama: 'Depope A, Mondelli M, Robinson MR. Inference of genetic effects via approximate
    message passing. In: <i>2024 IEEE International Conference on Acoustics, Speech,
    and Signal Processing</i>. IEEE; 2024:13151-13155. doi:<a href="https://doi.org/10.1109/ICASSP48485.2024.10447198">10.1109/ICASSP48485.2024.10447198</a>'
  apa: 'Depope, A., Mondelli, M., &#38; Robinson, M. R. (2024). Inference of genetic
    effects via approximate message passing. In <i>2024 IEEE International Conference
    on Acoustics, Speech, and Signal Processing</i> (pp. 13151–13155). Seoul, Korea:
    IEEE. <a href="https://doi.org/10.1109/ICASSP48485.2024.10447198">https://doi.org/10.1109/ICASSP48485.2024.10447198</a>'
  chicago: Depope, Al, Marco Mondelli, and Matthew Richard Robinson. “Inference of
    Genetic Effects via Approximate Message Passing.” In <i>2024 IEEE International
    Conference on Acoustics, Speech, and Signal Processing</i>, 13151–55. IEEE, 2024.
    <a href="https://doi.org/10.1109/ICASSP48485.2024.10447198">https://doi.org/10.1109/ICASSP48485.2024.10447198</a>.
  ieee: A. Depope, M. Mondelli, and M. R. Robinson, “Inference of genetic effects
    via approximate message passing,” in <i>2024 IEEE International Conference on
    Acoustics, Speech, and Signal Processing</i>, Seoul, Korea, 2024, pp. 13151–13155.
  ista: 'Depope A, Mondelli M, Robinson MR. 2024. Inference of genetic effects via
    approximate message passing. 2024 IEEE International Conference on Acoustics,
    Speech, and Signal Processing. ICASSP: International Conference on Acoustics,
    Speech and Signal Processing, 13151–13155.'
  mla: Depope, Al, et al. “Inference of Genetic Effects via Approximate Message Passing.”
    <i>2024 IEEE International Conference on Acoustics, Speech, and Signal Processing</i>,
    IEEE, 2024, pp. 13151–55, doi:<a href="https://doi.org/10.1109/ICASSP48485.2024.10447198">10.1109/ICASSP48485.2024.10447198</a>.
  short: A. Depope, M. Mondelli, M.R. Robinson, in:, 2024 IEEE International Conference
    on Acoustics, Speech, and Signal Processing, IEEE, 2024, pp. 13151–13155.
conference:
  end_date: 2024-04-19
  location: Seoul, Korea
  name: 'ICASSP: International Conference on Acoustics, Speech and Signal Processing'
  start_date: 2024-04-14
corr_author: '1'
date_created: 2024-06-16T22:01:07Z
date_published: 2024-04-19T00:00:00Z
date_updated: 2026-07-13T14:57:55Z
day: '19'
department:
- _id: MaMo
- _id: MaRo
doi: 10.1109/ICASSP48485.2024.10447198
external_id:
  isi:
  - '001396233806078'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://openreview.net/forum?id=aQYCDxfZV0
month: '04'
oa: 1
oa_version: Submitted Version
page: 13151-13155
project:
- _id: 059876FA-7A3F-11EA-A408-12923DDC885E
  name: Prix Lopez-Loretta 2019 - Marco Mondelli
- _id: 9B8D11D6-BA93-11EA-9121-9846C619BF3A
  grant_number: PCEGP3_181181
  name: Improving estimation and prediction of common complex disease risk
publication: 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing
publication_identifier:
  isbn:
  - '9798350344851'
  issn:
  - 1520-6149
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: '1'
status: public
title: Inference of genetic effects via approximate message passing
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2024'
...
---
_id: '15182'
abstract:
- lang: eng
  text: Thermoelectric materials convert heat into electricity, with a broad range
    of applications near room temperature (RT). However, the library of RT high-performance
    materials is limited. Traditional high-temperature synthetic methods constrain
    the range of materials achievable, hindering the ability to surpass crystal structure
    limitations and engineer defects. Here, a solution-based synthetic approach is
    introduced, enabling RT synthesis of powders and exploration of densification
    at lower temperatures to influence the material's microstructure. The approach
    is exemplified by Ag2Se, an n-type alternative to bismuth telluride. It is demonstrated
    that the concentration of Ag interstitials, grain boundaries, and dislocations
    are directly correlated to the sintering temperature, and achieve a figure of
    merit of 1.1 from RT to 100 °C after optimization. Moreover, insights into and
    resolve Ag2Se's challenges are provided, including stoichiometry issues leading
    to irreproducible performances. This work highlights the potential of RT solution
    synthesis in expanding the repertoire of high-performance thermoelectric materials
    for practical applications.
acknowledged_ssus:
- _id: EM-Fac
- _id: LifeSc
- _id: NanoFab
acknowledgement: This work was supported by the Scientific Service Units (SSU) of
  ISTA through resources provided by the Electron Microscopy Facility (EMF), the Lab
  Support Facility (LSF), and the Nanofabrication Facility (NNF). This work was financially
  supported by ISTA and the Werner Siemens Foundation. The USTEM Service Unit of the
  Technical University of Vienna is acknowledged for EBSD sample preparation and analysis.
  R.L.B. acknowledges the National Science Foundation for funding the mass spectrometry
  analysis under award DMR 1904719. J.L. is a Serra Húnter Fellow and is grateful
  to the ICREA Academia program and projects MICINN/FEDER PID2021-124572OB-C31 and
  GC 2021 SGR 01061.
article_number: '2400408'
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Tobias
  full_name: Kleinhanns, Tobias
  id: 8BD9DE16-AB3C-11E9-9C8C-2A03E6697425
  last_name: Kleinhanns
  orcid: 0000-0003-1537-7436
- first_name: Francesco
  full_name: Milillo, Francesco
  id: 38b830db-ea88-11ee-bf9b-929beaf79054
  last_name: Milillo
- first_name: Mariano
  full_name: Calcabrini, Mariano
  id: 45D7531A-F248-11E8-B48F-1D18A9856A87
  last_name: Calcabrini
  orcid: 0000-0003-4566-5877
- first_name: Christine
  full_name: Fiedler, Christine
  id: bd3fceba-dc74-11ea-a0a7-c17f71817366
  last_name: Fiedler
- first_name: Sharona
  full_name: Horta, Sharona
  id: 03a7e858-01b1-11ec-8b71-99ae6c4a05bc
  last_name: Horta
- first_name: Daniel
  full_name: Balazs, Daniel
  id: 302BADF6-85FC-11EA-9E3B-B9493DDC885E
  last_name: Balazs
  orcid: 0000-0001-7597-043X
- first_name: Marissa J.
  full_name: Strumolo, Marissa J.
  last_name: Strumolo
- first_name: Roger
  full_name: Hasler, Roger
  last_name: Hasler
- first_name: Jordi
  full_name: Llorca, Jordi
  last_name: Llorca
- first_name: Michael
  full_name: Tkadletz, Michael
  last_name: Tkadletz
- first_name: Richard L.
  full_name: Brutchey, Richard L.
  last_name: Brutchey
- first_name: Maria
  full_name: Ibáñez, Maria
  id: 43C61214-F248-11E8-B48F-1D18A9856A87
  last_name: Ibáñez
  orcid: 0000-0001-5013-2843
citation:
  ama: 'Kleinhanns T, Milillo F, Calcabrini M, et al. A route to high thermoelectric
    performance: Solution‐based control of microstructure and composition in Ag2Se.
    <i>Advanced Energy Materials</i>. 2024;14(22). doi:<a href="https://doi.org/10.1002/aenm.202400408">10.1002/aenm.202400408</a>'
  apa: 'Kleinhanns, T., Milillo, F., Calcabrini, M., Fiedler, C., Horta, S., Balazs,
    D., … Ibáñez, M. (2024). A route to high thermoelectric performance: Solution‐based
    control of microstructure and composition in Ag2Se. <i>Advanced Energy Materials</i>.
    Wiley. <a href="https://doi.org/10.1002/aenm.202400408">https://doi.org/10.1002/aenm.202400408</a>'
  chicago: 'Kleinhanns, Tobias, Francesco Milillo, Mariano Calcabrini, Christine Fiedler,
    Sharona Horta, Daniel Balazs, Marissa J. Strumolo, et al. “A Route to High Thermoelectric
    Performance: Solution‐based Control of Microstructure and Composition in Ag2Se.”
    <i>Advanced Energy Materials</i>. Wiley, 2024. <a href="https://doi.org/10.1002/aenm.202400408">https://doi.org/10.1002/aenm.202400408</a>.'
  ieee: 'T. Kleinhanns <i>et al.</i>, “A route to high thermoelectric performance:
    Solution‐based control of microstructure and composition in Ag2Se,” <i>Advanced
    Energy Materials</i>, vol. 14, no. 22. Wiley, 2024.'
  ista: 'Kleinhanns T, Milillo F, Calcabrini M, Fiedler C, Horta S, Balazs D, Strumolo
    MJ, Hasler R, Llorca J, Tkadletz M, Brutchey RL, Ibáñez M. 2024. A route to high
    thermoelectric performance: Solution‐based control of microstructure and composition
    in Ag2Se. Advanced Energy Materials. 14(22), 2400408.'
  mla: 'Kleinhanns, Tobias, et al. “A Route to High Thermoelectric Performance: Solution‐based
    Control of Microstructure and Composition in Ag2Se.” <i>Advanced Energy Materials</i>,
    vol. 14, no. 22, 2400408, Wiley, 2024, doi:<a href="https://doi.org/10.1002/aenm.202400408">10.1002/aenm.202400408</a>.'
  short: T. Kleinhanns, F. Milillo, M. Calcabrini, C. Fiedler, S. Horta, D. Balazs,
    M.J. Strumolo, R. Hasler, J. Llorca, M. Tkadletz, R.L. Brutchey, M. Ibáñez, Advanced
    Energy Materials 14 (2024).
corr_author: '1'
date_created: 2024-03-25T08:57:40Z
date_published: 2024-06-12T00:00:00Z
date_updated: 2026-07-14T08:43:40Z
day: '12'
ddc:
- '530'
department:
- _id: MaIb
- _id: LifeSc
doi: 10.1002/aenm.202400408
external_id:
  isi:
  - '001184300200001'
file:
- access_level: open_access
  checksum: 86b26430e00d5f43ea19e9b610692ab7
  content_type: application/pdf
  creator: dernst
  date_created: 2024-07-22T12:07:56Z
  date_updated: 2024-07-22T12:07:56Z
  file_id: '17314'
  file_name: 2024_AdvancedEnergyMaterials_Kleinhanns.pdf
  file_size: 8824301
  relation: main_file
  success: 1
file_date_updated: 2024-07-22T12:07:56Z
has_accepted_license: '1'
intvolume: '        14'
isi: 1
issue: '22'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-nd/4.0/
month: '06'
oa: 1
oa_version: Published Version
project:
- _id: 9B8F7476-BA93-11EA-9121-9846C619BF3A
  name: 'HighTE: The Werner Siemens Laboratory for the High Throughput Discovery of
    Semiconductors for Waste Heat Recovery'
publication: Advanced Energy Materials
publication_identifier:
  eissn:
  - 1614-6840
  issn:
  - 1614-6832
publication_status: published
publisher: Wiley
quality_controlled: '1'
related_material:
  record:
  - id: '22017'
    relation: dissertation_contains
    status: for_moderation
scopus_import: '1'
status: public
title: 'A route to high thermoelectric performance: Solution‐based control of microstructure
  and composition in Ag2Se'
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: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 14
year: '2024'
...
---
OA_place: publisher
OA_type: gold
_id: '18557'
abstract:
- lang: eng
  text: Broadcast and Consensus are most fundamental tasks in distributed computing.
    These tasks are particularly challenging in dynamic networks where communication
    across the network links may be unreliable, e.g., due to mobility or failures.
    Over the last years, researchers have derived several impossibility results and
    high time complexity lower bounds for these tasks. Specifically for the setting
    where in each round of communication the adversary is allowed to choose one rooted
    tree along which the information is disseminated, there is a lower as well as
    an upper bound that is linear in the number n of nodes for Broadcast and for n
    ≥ 3 the adversary can guarantee that Consensus never happens. This setting is
    called the oblivious message adversary for rooted trees. Also note that if the
    adversary is allowed to choose a graph that does not contain a rooted tree, then
    it can guarantee that Broadcast and Consensus will never happen. However, such
    deterministic adversarial models may be overly pessimistic, as many processes
    in real-world settings are stochastic in nature rather than worst-case. This paper
    studies Broadcast on stochastic dynamic networks and shows that the situation
    is very different to the deterministic case. In particular, we show that if information
    dissemination occurs along random rooted trees and directed Erdős–Rényi graphs,
    Broadcast completes in O(log n) rounds of communication with high probability.
    The fundamental insight in our analysis is that key variables are mutually independent.
    We then study two adversarial models, (a) one with Byzantine nodes and (b) one
    where an adversary controls the edges. (a) Our techniques without Byzantine nodes
    are general enough so that they can be extended to Byzantine nodes. (b) In the
    spirit of smoothed analysis, we introduce the notion of randomized oblivious message
    adversary, where in each round, an adversary picks k ≤ 2n/3 edges to appear in
    the communication network, and then a graph (e.g. rooted tree or directed Erdős–Rényi
    graph) is chosen uniformly at random among the set of all such graphs that include
    these edges. We show that Broadcast completes in a finite number of rounds, which
    is, e.g., O(k+log n) rounds in rooted trees. We then extend these results to All-to-All
    Broadcast, and Consensus, and give lower bounds that show that most of our upper
    bounds are tight.
acknowledgement: "Antoine El-Hayek: This project has received funding from the Austrian
  Science Fund\r\n(FWF) grant DOI 10.55776/P33775 with additional funding from the
  netidee SCIENCE Stiftung,\r\n2020–2024.\r\nMonika Henzinger: This project has received
  funding from the European Research Council (ERC)\r\nunder the European Union’s Horizon
  2020 research and innovation programme (MoDynStruct,\r\nNo. 101019564) and the Austrian
  Science Fund (FWF) grant DOI 10.55776/Z422, grant DOI\r\n10.55776/I5982, and grant
  DOI 10.55776/P33775 with additional funding from the netidee SCIENCE\r\nStiftung,
  2020–2024.\r\nStefan Schmid: This project has received funding from the German Research
  Foundation (DFG),\r\nSPP 2378 (project ReNO), 2023-2027."
alternative_title:
- LIPIcs
article_number: '21'
article_processing_charge: Yes
arxiv: 1
author:
- first_name: Antoine
  full_name: El-Hayek, Antoine
  id: 888a098e-fcac-11ee-aff7-d347be57b725
  last_name: El-Hayek
  orcid: 0000-0003-4268-7368
- first_name: Monika H
  full_name: Henzinger, Monika H
  id: 540c9bbd-f2de-11ec-812d-d04a5be85630
  last_name: Henzinger
  orcid: 0000-0002-5008-6530
- first_name: Stefan
  full_name: Schmid, Stefan
  last_name: Schmid
citation:
  ama: 'El-Hayek A, Henzinger M, Schmid S. Broadcast and Consensus in stochastic dynamic
    networks with Byzantine nodes and adversarial edges. In: <i>38th International
    Symposium on Distributed Computing</i>. Vol 319. Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik; 2024. doi:<a href="https://doi.org/10.4230/LIPIcs.DISC.2024.21">10.4230/LIPIcs.DISC.2024.21</a>'
  apa: 'El-Hayek, A., Henzinger, M., &#38; Schmid, S. (2024). Broadcast and Consensus
    in stochastic dynamic networks with Byzantine nodes and adversarial edges. In
    <i>38th International Symposium on Distributed Computing</i> (Vol. 319). Madrid,
    Spain: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.DISC.2024.21">https://doi.org/10.4230/LIPIcs.DISC.2024.21</a>'
  chicago: El-Hayek, Antoine, Monika Henzinger, and Stefan Schmid. “Broadcast and
    Consensus in Stochastic Dynamic Networks with Byzantine Nodes and Adversarial
    Edges.” In <i>38th International Symposium on Distributed Computing</i>, Vol.
    319. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024. <a href="https://doi.org/10.4230/LIPIcs.DISC.2024.21">https://doi.org/10.4230/LIPIcs.DISC.2024.21</a>.
  ieee: A. El-Hayek, M. Henzinger, and S. Schmid, “Broadcast and Consensus in stochastic
    dynamic networks with Byzantine nodes and adversarial edges,” in <i>38th International
    Symposium on Distributed Computing</i>, Madrid, Spain, 2024, vol. 319.
  ista: 'El-Hayek A, Henzinger M, Schmid S. 2024. Broadcast and Consensus in stochastic
    dynamic networks with Byzantine nodes and adversarial edges. 38th International
    Symposium on Distributed Computing. DISC: Symposium on Distributed Computing,
    LIPIcs, vol. 319, 21.'
  mla: El-Hayek, Antoine, et al. “Broadcast and Consensus in Stochastic Dynamic Networks
    with Byzantine Nodes and Adversarial Edges.” <i>38th International Symposium on
    Distributed Computing</i>, vol. 319, 21, Schloss Dagstuhl - Leibniz-Zentrum für
    Informatik, 2024, doi:<a href="https://doi.org/10.4230/LIPIcs.DISC.2024.21">10.4230/LIPIcs.DISC.2024.21</a>.
  short: A. El-Hayek, M. Henzinger, S. Schmid, in:, 38th International Symposium on
    Distributed Computing, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024.
conference:
  end_date: 2024-11-01
  location: Madrid, Spain
  name: 'DISC: Symposium on Distributed Computing'
  start_date: 2024-10-28
corr_author: '1'
date_created: 2024-11-17T23:01:47Z
date_published: 2024-10-24T00:00:00Z
date_updated: 2026-07-15T09:01:38Z
day: '24'
ddc:
- '000'
department:
- _id: MoHe
doi: 10.4230/LIPIcs.DISC.2024.21
ec_funded: 1
external_id:
  arxiv:
  - '2302.11988'
  isi:
  - '001542467600021'
file:
- access_level: open_access
  checksum: d6c8277331cafa188c33ba1717206cf4
  content_type: application/pdf
  creator: dernst
  date_created: 2024-11-18T08:02:45Z
  date_updated: 2024-11-18T08:02:45Z
  file_id: '18561'
  file_name: 2024_LIPIcs_ElHayek.pdf
  file_size: 809666
  relation: main_file
  success: 1
file_date_updated: 2024-11-18T08:02:45Z
has_accepted_license: '1'
intvolume: '       319'
isi: 1
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
project:
- _id: bd9e3a2e-d553-11ed-ba76-8aa684ce17fe
  grant_number: P33775
  name: Fast Algorithms for a Reactive Network Layer
- _id: bd9ca328-d553-11ed-ba76-dc4f890cfe62
  call_identifier: H2020
  grant_number: '101019564'
  name: The design and evaluation of modern fully dynamic data structures
- _id: 34def286-11ca-11ed-8bc3-da5948e1613c
  grant_number: Z00422
  name: Efficient algorithms
- _id: bda196b2-d553-11ed-ba76-8e8ee6c21103
  grant_number: I05982
  name: Static and Dynamic Hierarchical Graph Decompositions
publication: 38th International Symposium on Distributed Computing
publication_identifier:
  isbn:
  - '9783959773522'
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
related_material:
  record:
  - id: '22281'
    relation: dissertation_contains
    status: for_moderation
scopus_import: '1'
status: public
title: Broadcast and Consensus in stochastic dynamic networks with Byzantine nodes
  and adversarial edges
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: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 319
year: '2024'
...
---
OA_place: publisher
_id: '17119'
abstract:
- lang: eng
  text: "Genomes are shaped by natural selection at the level of the organism, as
    genomic variants that\r\nhave a beneficial effect on the viability or fecundity
    of their carriers are on average expected\r\nto be passed on to more offspring
    than less beneficial alleles. However, selection also favors\r\ngenomic variants
    that drive their own transmission to the next generation above the mendelian\r\nexpectation
    of 50 percent in heterozygotes, even if these self-promoting variants are less\r\nbeneficial
    to the organism than other variants at the same locus. Such variants, called meiotic\r\ndrivers,
    are found in diverse taxa, and often impose fitness costs on their host organisms.
    As\r\nmeiotic drivers often require multiple genes and sequences for transmission
    ratio distortion,\r\nthey are often found in regions of low recombination, such
    as inversions, which prevent their\r\nrecombination with the non-driving homologous
    regions. Reduced recombination rates are\r\nexpected to lead to the accumulation
    of deleterious mutations, which may affect hundreds\r\nof genes trapped in the
    inversions of meiotic drivers. Although the observed fitness costs of\r\nself-promoting
    haplotypes are thought to possibly reflect sequence degeneration, no study has\r\nsystematically
    investigated the level of degeneration on a meiotic driver. Further, the low\r\nrates
    of recombination between driving and non-driving haplotypes have limited the power
    of\r\ntraditional genetic studies in uncovering the gene content of meiotic drivers,
    and made the\r\nthe identification of the genes causing transmission ratio distortion
    difficult.\r\nAfter an introduction to meiotic drivers in Chapter 1, this thesis
    presents three studies that\r\nmake use of next generation sequencing data to
    characterize the sequence and expression\r\nevolution of genes on the t-haplotype,
    a large and ancient meiotic driver in house mice that is\r\ntransmitted to up
    to 100% of the offspring in males heterozygous for it. Chapter 2 presents\r\na
    comprehensive assessment of the t-haplotype’s sequence evolution, which shows
    signs of\r\nsequence degeneration counteracted by occasional recombination with
    the non-driving homolog\r\nover large parts of the meiotic driver, proposing an
    explanation for its long-term survival.\r\nChapter 3 investigates the sequence
    and expression evolution of genes on the t-haplotype,\r\nand finds widespread
    expression and copy number changes and signs of less efficient purifying\r\nselection
    compared to the genes on the non-driving homolog. Further, this chapter finds\r\ncandidates
    for involvment in drive: two positively selected genes on the t-haplotype, and\r\nthe
    discovery of a t-specific gene duplicate, which was gained from another chromosome,\r\nand
    which acquired novel sequence and testis-specific expression on the t-haplotype.
    Finally,\r\nChapter 4 provides unprecedented insights into the gene expression
    landscape in testes of\r\nt-carrier mice, using single nucleus sequencing. Cell-resolved
    RNA-sequencing allows the\r\ncomparison of expression in spermatids carrying or
    not carrying the t-haplotype as well as the\r\ntiming of t-haplotype-induced expression
    changes along spermatogenesis. This study shows\r\nthe timing of previously found
    drive-associated genes, and uncovers novel candidate genes and\r\nbiological processes
    that may underlie the complex biology of transmission ratio distortion of\r\nthe
    t-haplotype. Chapter 5 synthesizes the findings of the three studies, and discusses
    them in\r\nthe context of the current state of meiotic drive research."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Réka K
  full_name: Kelemen, Réka K
  id: 48D3F8DE-F248-11E8-B48F-1D18A9856A87
  last_name: Kelemen
  orcid: 0000-0002-8489-9281
citation:
  ama: Kelemen RK. Characterizing the sequence and expression evolution of the t-haplotype,
    a model meiotic driver. 2024. doi:<a href="https://doi.org/10.15479/at:ista:17119">10.15479/at:ista:17119</a>
  apa: Kelemen, R. K. (2024). <i>Characterizing the sequence and expression evolution
    of the t-haplotype, a model meiotic driver</i>. Institute of Science and Technology
    Austria. <a href="https://doi.org/10.15479/at:ista:17119">https://doi.org/10.15479/at:ista:17119</a>
  chicago: Kelemen, Réka K. “Characterizing the Sequence and Expression Evolution
    of the T-Haplotype, a Model Meiotic Driver.” Institute of Science and Technology
    Austria, 2024. <a href="https://doi.org/10.15479/at:ista:17119">https://doi.org/10.15479/at:ista:17119</a>.
  ieee: R. K. Kelemen, “Characterizing the sequence and expression evolution of the
    t-haplotype, a model meiotic driver,” Institute of Science and Technology Austria,
    2024.
  ista: Kelemen RK. 2024. Characterizing the sequence and expression evolution of
    the t-haplotype, a model meiotic driver. Institute of Science and Technology Austria.
  mla: Kelemen, Réka K. <i>Characterizing the Sequence and Expression Evolution of
    the T-Haplotype, a Model Meiotic Driver</i>. Institute of Science and Technology
    Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:17119">10.15479/at:ista:17119</a>.
  short: R.K. Kelemen, Characterizing the Sequence and Expression Evolution of the
    T-Haplotype, a Model Meiotic Driver, Institute of Science and Technology Austria,
    2024.
corr_author: '1'
date_created: 2024-06-07T16:14:13Z
date_published: 2024-06-20T00:00:00Z
date_updated: 2026-04-07T13:21:37Z
day: '20'
ddc:
- '576'
degree_awarded: PhD
department:
- _id: GradSch
- _id: BeVi
doi: 10.15479/at:ista:17119
ec_funded: 1
file:
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  checksum: fab59146e3b3dc2e5d214576984a2a63
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  creator: rkelemen
  date_created: 2024-06-07T16:09:17Z
  date_updated: 2025-01-10T23:30:10Z
  embargo_to: open_access
  file_id: '17121'
  file_name: thesis.zip
  file_size: 180557931
  relation: source_file
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  creator: rkelemen
  date_created: 2024-07-10T08:00:20Z
  date_updated: 2025-01-10T23:30:10Z
  embargo: 2025-01-10
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  file_size: 19405484
  relation: main_file
file_date_updated: 2025-01-10T23:30:10Z
has_accepted_license: '1'
keyword:
- meiotic driver
- neofunctionalization
- single nucleus sequencing
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
page: '105'
project:
- _id: 250BDE62-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '715257'
  name: Prevalence and Influence of Sexual Antagonism on Genome Evolution
- _id: 34ae1506-11ca-11ed-8bc3-c14f4c474396
  grant_number: F8810
  name: The highjacking of meiosis for asexual reproduction
publication_identifier:
  isbn:
  - 978-3-99078-039-8
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '542'
    relation: part_of_dissertation
    status: public
  - id: '10767'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Beatriz
  full_name: Vicoso, Beatriz
  id: 49E1C5C6-F248-11E8-B48F-1D18A9856A87
  last_name: Vicoso
  orcid: 0000-0002-4579-8306
title: Characterizing the sequence and expression evolution of the t-haplotype, a
  model meiotic driver
tmp:
  image: /images/cc_by_nc_sa.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC
    BY-NC-SA 4.0)
  short: CC BY-NC-SA (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: publisher
_id: '18477'
abstract:
- lang: eng
  text: "ADAR1 is broadly expressed across various tissues and is vital in regulating
    pathways\r\nassociated with innate immune responses. ADAR1 marks double-stranded
    RNA as \"self\"\r\nthrough its A-to-I editing activity, effectively repressing
    autoimmunity and maintaining\r\nimmune tolerance. This editing process has been
    detected at millions of sites across the\r\nhuman genome. However, the mechanism
    underlying ADAR1's substrate selectivity\r\nproperties remains largely unclear,
    with much of the current knowledge derived from\r\ncomparisons to its more extensively
    studied homolog, ADAR2. By studying ADAR1 in complex\r\nwith its RNA substrates
    and applying a combination of biochemical techniques and structural\r\nstudies
    using CryoEM, we aim to gain a more comprehensive understanding of the substrate\r\nselectivity
    characteristics of ADAR1.\r\nIn this thesis, the purification protocol for ADAR1
    was successfully optimized, resulting in the\r\nfirst report in the literature
    to achieve high protein purity and activity. This advancement\r\nenabled the investigation
    of complex formation between ADAR1 and various RNA substrates,\r\nleading to the
    identification of optimal conditions for preparing the cryoEM sample. However,\r\ndespite
    comprehensive optimization of the cryo-EM conditions, the resulting data lacked
    the\r\ndesired quality, highlighting the need for similar rigorous optimization
    of the RNA substrates\r\nto facilitate structural studies of the ADAR1-RNA complex.
    The study was complemented by\r\nAlphaFold predictions, which provided some insights
    into this mechanism.\r\nMoreover, during this project I established a collaboration
    with a research group focused on\r\nstudying ADAR homologs. Notably ADAR homologs
    were identified in bivalve species, and it\r\nwas further demonstrated that ADAR
    and its A-to-I editing activity are upregulated in Pacific\r\noysters during infections
    with Ostreid herpesvirus-1—a highly infectious virus that leads to\r\nsignificant
    losses in oyster populations globally. I successfully purified oyster ADAR and\r\nprepared
    in vitro edited RNA for nanopore sequencing—a direct sequencing technology\r\ncapable
    of detecting modified nucleotides without the need for reverse transcription.
    The\r\ncollaborators initiated optimization of this nanopore-based approach. However,
    current\r\ntechnological limitations still constrain the reliable detection of
    modified nucleotides.\r\nThe project also examined the impact of RNA editing on
    RNA binding and filament formation\r\nby MDA5, a key cytosolic dsRNA sensor that
    triggers an interferon response. A primary target\r\nof ADAR1's editing activity
    is RNA derived from repetitive elements present in the genome,\r\nparticularly
    Alu elements forming double-stranded RNA. When unedited, these RNA\r\nsequences
    are recognized by MDA5. However, the mechanisms by which MDA5 interacts with\r\nAlu
    RNAs, as well as the role of A-to-I editing in influencing this binding, are still
    not well\r\nunderstood.\r\nThe interaction between MDA5 and Alu elements, was
    successfully established. This was\r\nachieved through the testing of different
    RNA variants and the evaluation of filament\r\nformation using binding techniques
    and electron microscopy imaging. This groundwork has\r\nset the conditions for
    further evaluation using CryoEM. Furthermore, the effects of A-to-I\r\nediting
    on the binding properties of MDA5 with Alu RNA were investigated. Given the recent\r\nresearch
    that has provided new insights into MDA5's interaction with dsRNA, it is essential
    to\r\nrevise the experimental setup to integrate these findings before moving
    forward with the\r\nCryoEM sample analysis."
acknowledged_ssus:
- _id: EM-Fac
- _id: LifeSc
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Beata M
  full_name: Kaczmarek, Beata M
  id: 36FA4AFA-F248-11E8-B48F-1D18A9856A87
  last_name: Kaczmarek
citation:
  ama: Kaczmarek BM. Biochemical and structural insights into ADAR1 RNA editing. 2024.
    doi:<a href="https://doi.org/10.15479/at:ista:18477">10.15479/at:ista:18477</a>
  apa: Kaczmarek, B. M. (2024). <i>Biochemical and structural insights into ADAR1
    RNA editing</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:18477">https://doi.org/10.15479/at:ista:18477</a>
  chicago: Kaczmarek, Beata M. “Biochemical and Structural Insights into ADAR1 RNA
    Editing.” Institute of Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:18477">https://doi.org/10.15479/at:ista:18477</a>.
  ieee: B. M. Kaczmarek, “Biochemical and structural insights into ADAR1 RNA editing,”
    Institute of Science and Technology Austria, 2024.
  ista: Kaczmarek BM. 2024. Biochemical and structural insights into ADAR1 RNA editing.
    Institute of Science and Technology Austria.
  mla: Kaczmarek, Beata M. <i>Biochemical and Structural Insights into ADAR1 RNA Editing</i>.
    Institute of Science and Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:18477">10.15479/at:ista:18477</a>.
  short: B.M. Kaczmarek, Biochemical and Structural Insights into ADAR1 RNA Editing,
    Institute of Science and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-10-27T07:35:13Z
date_published: 2024-10-29T00:00:00Z
date_updated: 2026-04-07T13:23:59Z
day: '29'
ddc:
- '572'
degree_awarded: PhD
department:
- _id: GradSch
- _id: CaBe
doi: 10.15479/at:ista:18477
file:
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  date_created: 2024-10-29T11:56:36Z
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  file_size: 23136626
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file_date_updated: 2025-10-29T23:30:02Z
has_accepted_license: '1'
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
page: '124'
publication_identifier:
  isbn:
  - 978-3-99078-045-9
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Carrie A
  full_name: Bernecky, Carrie A
  id: 2CB9DFE2-F248-11E8-B48F-1D18A9856A87
  last_name: Bernecky
  orcid: 0000-0003-0893-7036
title: Biochemical and structural insights into ADAR1 RNA editing
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: '2024'
...
---
OA_place: publisher
_id: '15352'
abstract:
- lang: eng
  text: "Epilepsy affects about 50 to 65 million people globally. It summarizes a
    spectrum of neurological\r\ndisorders that have in common a hyperactivity of the
    neuronal network resulting in seizures. A common\r\nassumption is that an imbalance
    between neuronal excitation and inhibition is a key mechanism in\r\nseizure generation
    and epileptogeneisis. In at least one-third of the patients, current therapies
    have\r\nproven unsuccessful in treating seizure progression. One potential reason
    could be that the therapies\r\nonly focus on neurons. Recent studies suggest that
    neuronal hyperactivity causes a microglial\r\nresponse, which reinstates brain
    homeostasis. Additionally, interactions between microglia and neurons\r\nhave
    been shown to inhibit neuronal firing and dampen seizure activity. However, the
    exact relationship\r\nbetween microglia and seizure progression in epilepsy is
    yet to be elucidated. A main bottleneck is that\r\nseveral studies investigate
    microglia dynamics in ex vivo slice models, which can severely affect the\r\nmicroglia
    dynamics due to their rapid response to environmental changes. On the other hand,
    in vivo\r\nstudies focus mostly on behavior characterization of the epileptic
    seizure phenotype and their long-term\r\nconsequences on microglia activity leaving
    out the direct consequences of acute seizure activity on\r\nmicroglia dynamics.\r\nHere,
    we perform a pilot study to combine electroencephalography (EEG) and in vivo live
    imaging to\r\ndirectly monitor and correlate the onset of seizure activity with
    microglia response. To induce seizures,\r\nwe take advantage of the kainic acid
    (KA) model, which represents similar neuropathological and\r\nelectroencephalographic
    features seen in human patients with temporal lobe epilepsy (TLE). After\r\nconfirmation
    of induction of the seizure and microglia activity in the hippocampus as a focal
    point, we\r\ninvestigated whether these changes also reached the primary visual
    cortex (V1) as a secondary\r\ngeneralized seizure activity. Indeed, we found that
    microglia changed their morphology at high doses\r\nof KA in the V1. Next, we
    optimized each of the two methodological components: for the EEG recording,\r\nour
    initial attempts under the microscope suffered from extensive electrical noise,
    which overlaid the\r\nactual signal. Thus, we built a customized Faraday-cage
    and confirmed that the signal-to-noise ratio\r\nwas sufficiently reduced to be
    able to record brain oscillatory activity. For the in vivo live imaging of\r\nmicroglia,
    we had to optimize the imaging parameters, so that we would be able to detect
    microglial\r\nprocesses in a sufficient resolution to track their process changes.
    Finally, we combined both\r\nmethodologies with the KA model. We confirmed that
    KA induced seizure activity and found first\r\nindication that those correlate
    with microglia volume changes.\r\nOverall, we have developed a first methodological
    approach, which allows the analysis of the acute\r\neffects of seizure onset on
    microglia. Future studies will have to continue to optimize the drift during\r\nimaging
    recording and the post-image analysis. "
acknowledged_ssus:
- _id: Bio
- _id: LifeSc
- _id: PreCl
alternative_title:
- ISTA Master's Thesis
article_processing_charge: No
author:
- first_name: Julie Stefanie
  full_name: Murmann, Julie Stefanie
  id: 1d390868-f128-11eb-9611-a0ca5f7833b5
  last_name: Murmann
citation:
  ama: 'Murmann JS. Investigating acute microglia response to seizure activity in
    vivo: Combining 2-Photon imaging and EEG recording. 2024. doi:<a href="https://doi.org/10.15479/at:ista:15352">10.15479/at:ista:15352</a>'
  apa: 'Murmann, J. S. (2024). <i>Investigating acute microglia response to seizure
    activity in vivo: Combining 2-Photon imaging and EEG recording</i>. Institute
    of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:15352">https://doi.org/10.15479/at:ista:15352</a>'
  chicago: 'Murmann, Julie Stefanie. “Investigating Acute Microglia Response to Seizure
    Activity in Vivo: Combining 2-Photon Imaging and EEG Recording.” Institute of
    Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:15352">https://doi.org/10.15479/at:ista:15352</a>.'
  ieee: 'J. S. Murmann, “Investigating acute microglia response to seizure activity
    in vivo: Combining 2-Photon imaging and EEG recording,” Institute of Science and
    Technology Austria, 2024.'
  ista: 'Murmann JS. 2024. Investigating acute microglia response to seizure activity
    in vivo: Combining 2-Photon imaging and EEG recording. Institute of Science and
    Technology Austria.'
  mla: 'Murmann, Julie Stefanie. <i>Investigating Acute Microglia Response to Seizure
    Activity in Vivo: Combining 2-Photon Imaging and EEG Recording</i>. Institute
    of Science and Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:15352">10.15479/at:ista:15352</a>.'
  short: 'J.S. Murmann, Investigating Acute Microglia Response to Seizure Activity
    in Vivo: Combining 2-Photon Imaging and EEG Recording, Institute of Science and
    Technology Austria, 2024.'
corr_author: '1'
date_created: 2024-05-02T08:31:38Z
date_published: 2024-05-02T00:00:00Z
date_updated: 2026-04-07T13:05:00Z
day: '02'
ddc:
- '570'
degree_awarded: MS
department:
- _id: SaSi
- _id: GradSch
doi: 10.15479/at:ista:15352
file:
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  date_created: 2024-05-02T12:26:13Z
  date_updated: 2025-05-02T22:30:04Z
  embargo: 2025-05-02
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  file_name: Murmann_Thesis_final_2024_2.pdf
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  checksum: 43b632255372973a437ac87739cfd4db
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  date_updated: 2025-05-02T22:30:04Z
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file_date_updated: 2025-05-02T22:30:04Z
has_accepted_license: '1'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
page: '54'
publication_identifier:
  issn:
  - 2791-4585
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Sandra
  full_name: Siegert, Sandra
  id: 36ACD32E-F248-11E8-B48F-1D18A9856A87
  last_name: Siegert
  orcid: 0000-0001-8635-0877
title: 'Investigating acute microglia response to seizure activity in vivo: Combining
  2-Photon imaging and EEG recording'
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: '2024'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '14843'
abstract:
- lang: eng
  text: The coupling between Ca2+ channels and release sensors is a key factor defining
    the signaling properties of a synapse. However, the coupling nanotopography at
    many synapses remains unknown, and it is unclear how it changes during development.
    To address these questions, we examined coupling at the cerebellar inhibitory
    basket cell (BC)-Purkinje cell (PC) synapse. Biophysical analysis of transmission
    by paired recording and intracellular pipette perfusion revealed that the effects
    of exogenous Ca2+ chelators decreased during development, despite constant reliance
    of release on P/Q-type Ca2+ channels. Structural analysis by freeze-fracture replica
    labeling (FRL) and transmission electron microscopy (EM) indicated that presynaptic
    P/Q-type Ca2+ channels formed nanoclusters throughout development, whereas docked
    vesicles were only clustered at later developmental stages. Modeling suggested
    a developmental transformation from a more random to a more clustered coupling
    nanotopography. Thus, presynaptic signaling developmentally approaches a point-to-point
    configuration, optimizing speed, reliability, and energy efficiency of synaptic
    transmission.
acknowledged_ssus:
- _id: EM-Fac
- _id: PreCl
- _id: M-Shop
acknowledgement: We thank Drs. David DiGregorio and Erwin Neher for critically reading
  an earlier version of the manuscript, Ralf Schneggenburger for helpful discussions,
  Benjamin Suter and Katharina Lichter for support with image analysis, Chris Wojtan
  for advice on numerical solution of partial differential equations, Maria Reva for
  help with Ripley analysis, Alois Schlögl for programming, and Akari Hagiwara and
  Toshihisa Ohtsuka for anti-ELKS antibody. We are grateful to Florian Marr, Christina
  Altmutter, and Vanessa Zheden for excellent technical assistance and to Eleftheria
  Kralli-Beller for manuscript editing. This research was supported by the Scientific
  Services Units (SSUs) of ISTA (Electron Microscopy Facility, Preclinical Facility,
  and Machine Shop). The project received funding from the European Research Council
  (ERC) under the European Union’s Horizon 2020 research and innovation program (grant
  agreement no. 692692), the Fonds zur Förderung der Wissenschaftlichen Forschung
  (Z 312-B27, Wittgenstein award; P 36232-B), all to P.J., and a DOC fellowship of
  the Austrian Academy of Sciences to J.-J.C.
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: JingJing
  full_name: Chen, JingJing
  id: 2C4E65C8-F248-11E8-B48F-1D18A9856A87
  last_name: Chen
- first_name: Walter
  full_name: Kaufmann, Walter
  id: 3F99E422-F248-11E8-B48F-1D18A9856A87
  last_name: Kaufmann
  orcid: 0000-0001-9735-5315
- first_name: Chong
  full_name: Chen, Chong
  id: 3DFD581A-F248-11E8-B48F-1D18A9856A87
  last_name: Chen
- first_name: Itaru
  full_name: Arai, Itaru
  id: 32A73F6C-F248-11E8-B48F-1D18A9856A87
  last_name: Arai
- first_name: Olena
  full_name: Kim, Olena
  id: 3F8ABDDA-F248-11E8-B48F-1D18A9856A87
  last_name: Kim
  orcid: 0000-0003-2344-1039
- first_name: Ryuichi
  full_name: Shigemoto, Ryuichi
  id: 499F3ABC-F248-11E8-B48F-1D18A9856A87
  last_name: Shigemoto
  orcid: 0000-0001-8761-9444
- first_name: Peter M
  full_name: Jonas, Peter M
  id: 353C1B58-F248-11E8-B48F-1D18A9856A87
  last_name: Jonas
  orcid: 0000-0001-5001-4804
citation:
  ama: Chen J, Kaufmann W, Chen C, et al. Developmental transformation of Ca2+ channel-vesicle
    nanotopography at a central GABAergic synapse. <i>Neuron</i>. 2024;112(5):755-771.e9.
    doi:<a href="https://doi.org/10.1016/j.neuron.2023.12.002">10.1016/j.neuron.2023.12.002</a>
  apa: Chen, J., Kaufmann, W., Chen, C., Arai,  itaru, Kim, O., Shigemoto, R., &#38;
    Jonas, P. M. (2024). Developmental transformation of Ca2+ channel-vesicle nanotopography
    at a central GABAergic synapse. <i>Neuron</i>. Elsevier. <a href="https://doi.org/10.1016/j.neuron.2023.12.002">https://doi.org/10.1016/j.neuron.2023.12.002</a>
  chicago: Chen, JingJing, Walter Kaufmann, Chong Chen, itaru Arai, Olena Kim, Ryuichi
    Shigemoto, and Peter M Jonas. “Developmental Transformation of Ca2+ Channel-Vesicle
    Nanotopography at a Central GABAergic Synapse.” <i>Neuron</i>. Elsevier, 2024.
    <a href="https://doi.org/10.1016/j.neuron.2023.12.002">https://doi.org/10.1016/j.neuron.2023.12.002</a>.
  ieee: J. Chen <i>et al.</i>, “Developmental transformation of Ca2+ channel-vesicle
    nanotopography at a central GABAergic synapse,” <i>Neuron</i>, vol. 112, no. 5.
    Elsevier, p. 755–771.e9, 2024.
  ista: Chen J, Kaufmann W, Chen C, Arai  itaru, Kim O, Shigemoto R, Jonas PM. 2024.
    Developmental transformation of Ca2+ channel-vesicle nanotopography at a central
    GABAergic synapse. Neuron. 112(5), 755–771.e9.
  mla: Chen, JingJing, et al. “Developmental Transformation of Ca2+ Channel-Vesicle
    Nanotopography at a Central GABAergic Synapse.” <i>Neuron</i>, vol. 112, no. 5,
    Elsevier, 2024, p. 755–771.e9, doi:<a href="https://doi.org/10.1016/j.neuron.2023.12.002">10.1016/j.neuron.2023.12.002</a>.
  short: J. Chen, W. Kaufmann, C. Chen,  itaru Arai, O. Kim, R. Shigemoto, P.M. Jonas,
    Neuron 112 (2024) 755–771.e9.
corr_author: '1'
date_created: 2024-01-21T23:00:56Z
date_published: 2024-03-06T00:00:00Z
date_updated: 2026-07-16T22:30:20Z
day: '06'
ddc:
- '570'
department:
- _id: PeJo
- _id: EM-Fac
- _id: RySh
doi: 10.1016/j.neuron.2023.12.002
ec_funded: 1
external_id:
  isi:
  - '001202925700001'
  pmid:
  - '38215739'
file:
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oa: 1
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page: 755-771.e9
pmid: 1
project:
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  call_identifier: H2020
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  name: Biophysics and circuit function of a giant cortical glutamatergic synapse
- _id: 25C5A090-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z00312
  name: Synaptic communication in neuronal microcircuits
- _id: bd88be38-d553-11ed-ba76-81d5a70a6ef5
  grant_number: P36232
  name: Mechanisms of GABA release in hippocampal circuits
- _id: 26B66A3E-B435-11E9-9278-68D0E5697425
  grant_number: '25383'
  name: Development of nanodomain coupling between Ca2+ channels and release sensors
    at a central inhibitory synapse
publication: Neuron
publication_identifier:
  eissn:
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  issn:
  - 0896-6273
publication_status: published
publisher: Elsevier
quality_controlled: '1'
related_material:
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    relation: press_release
    url: https://ista.ac.at/en/news/synapses-brought-to-the-point/
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scopus_import: '1'
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title: Developmental transformation of Ca2+ channel-vesicle nanotopography at a central
  GABAergic synapse
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: 112
year: '2024'
...
---
OA_place: publisher
_id: '14821'
abstract:
- lang: eng
  text: "The hippocampus is central to memory formation, storage and retrieval over
    many\r\ntimescales. Neurons in this brain area are highly selective to spatial
    position as well as to many\r\nother variables of the environment. It is believed
    that the selectivity patterns of hippocampal\r\nneurons reflect the structure
    of tasks an animal performs. However, especially at timescales\r\nlonger than
    a few minutes or hours it is not fully known how these representations evolve,
    nor\r\nhow they map to behaviour in the process. In this thesis, I monitored the
    evolution of\r\nhippocampal representations in a novel spatial-associative memory
    task for rats. Reward\r\nlocations were associated with global sensory cues (i.e.
    context); animals had to remember the\r\nassociations and dig for food in those
    locations only. I used in vivo electrophysiology to record\r\nthe activity of
    the hippocampus dorsal CA1 neurons during the learning period of a few days.\r\nI
    report here a novel and simple method to classify behaviour performance to account\r\nfor
    individual variability in learning speed and spurious performance unrelated to
    true task rule\r\nlearning. Using this classification I was then able to investigate
    neural responses on different\r\nstages of learning matched across animals. On
    the first day of learning, I observed a fast\r\nformation of single-cell selectivity
    to task variables which remained stable over days. I also\r\nobserved that reward
    tuning was not a single process but dependent on task-related cognitive\r\nload.
    At the population level, a linear decoding approach revealed a hierarchy in the\r\nrepresentation
    of task variables that changed with learning. In the high-dimensional space of\r\npopulation
    activity, the representation of contexts was specific to each position in the
    maze, and\r\ncould thus be better decoded if the position was known. The decoding
    of position did not improve\r\nwith knowledge of other variables. As learning
    progressed, the hippocampal code underwent a\r\nreorganisation of high-variance
    directions in population activity, identified by principal\r\ncomponent analysis.
    I found that dominant dimensions started carrying increasing amounts of\r\ninformation
    about task context specifically at those positions where it mattered for task\r\nperformance.
    When I contrasted this with variables less relevant to task performance (e.g.\r\nmovement
    direction), I did not observe differences in decoding quality over positions nor
    a\r\nreduction of dimensionality with learning.\r\nOverall, the largest changes
    in CA1 neural response with task learning happened in a\r\nmatter of a few trials;
    over days, changes undetectable in single-cell statistics were responsible\r\nfor
    re-structuring the hierarchy of neural representations at the population level;
    these changes\r\nwere task-specific and reflected different stages of learning.
    This indicates that complex task\r\nlearning may involve different magnitudes
    of response modulation in CA1, which happen at\r\nspecific time scales linked
    to behaviour."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Heloisa
  full_name: Chiossi, Heloisa
  id: 2BBA502C-F248-11E8-B48F-1D18A9856A87
  last_name: Chiossi
  orcid: 0009-0004-2973-278X
citation:
  ama: Chiossi HSC. Adaptive hierarchical representations in the hippocampus. 2024.
    doi:<a href="https://doi.org/10.15479/at:ista:14821">10.15479/at:ista:14821</a>
  apa: Chiossi, H. S. C. (2024). <i>Adaptive hierarchical representations in the hippocampus</i>.
    Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:14821">https://doi.org/10.15479/at:ista:14821</a>
  chicago: Chiossi, Heloisa S. C. “Adaptive Hierarchical Representations in the Hippocampus.”
    Institute of Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:14821">https://doi.org/10.15479/at:ista:14821</a>.
  ieee: H. S. C. Chiossi, “Adaptive hierarchical representations in the hippocampus,”
    Institute of Science and Technology Austria, 2024.
  ista: Chiossi HSC. 2024. Adaptive hierarchical representations in the hippocampus.
    Institute of Science and Technology Austria.
  mla: Chiossi, Heloisa S. C. <i>Adaptive Hierarchical Representations in the Hippocampus</i>.
    Institute of Science and Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:14821">10.15479/at:ista:14821</a>.
  short: H.S.C. Chiossi, Adaptive Hierarchical Representations in the Hippocampus,
    Institute of Science and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-01-16T14:25:21Z
date_published: 2024-01-19T00:00:00Z
date_updated: 2026-04-07T13:21:56Z
day: '19'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: JoCs
doi: 10.15479/at:ista:14821
ec_funded: 1
file:
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language:
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month: '01'
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oa_version: Published Version
page: '89'
project:
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Jozsef L
  full_name: Csicsvari, Jozsef L
  id: 3FA14672-F248-11E8-B48F-1D18A9856A87
  last_name: Csicsvari
  orcid: 0000-0002-5193-4036
title: Adaptive hierarchical representations in the hippocampus
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: publisher
_id: '15101'
abstract:
- lang: eng
  text: "The coupling between presynaptic Ca2+ channels and release sensors is a key
    factor that\r\ndetermines speed and efficacy of synapse transmission. At some
    excitatory synapses,\r\nchannel–sensor coupling becomes tighter during development,
    and tightening is often\r\nassociated with a switch in the reliance on different
    Ca2+ channel subtypes. However, the\r\ncoupling topography at many synapses remains
    unknown, and it is unclear how it changes\r\nduring development. To address this
    question, we analyzed the coupling configuration at the\r\ncerebellar basket cell
    (BC) to Purkinje cell (PC) synapse at different developmental stages,\r\ncombining
    biophysical analysis, structural analysis, and modeling.\r\nQuantal analysis of
    BC–PC indicated that release probability decreased, while the\r\nnumber of functional
    sites increased during development. Although transmitter release\r\npersistently
    relied on P/Q-type Ca2+ channels in the time period postnatal day 7–23, effects\r\nof
    the Ca2+ chelator EGTA and BAPTA applied by intracellular pipette perfusion decreased\r\nduring
    development, indicative of tightening of source-sensor coupling. Furthermore,\r\npresynaptic
    action potentials became shorter during development, suggesting reduced\r\nefficacy
    of Ca2+ channel activation.\r\nStructural analysis by freeze-fracture replica
    labeling (FRL) and transmission electron\r\nmicroscopy (EM) indicated that presynaptic
    P/Q-type Ca2+ channels formed nanoclusters\r\nthroughout development, whereas
    docked vesicles were only clustered at later\r\ndevelopmental stages. The number
    of functional release sites correlated better with the AZ\r\nnumber early in development,
    but match better with the Ca2+ channel cluster number at later\r\nstages.\r\nModeling
    suggested a developmental transformation from a more random to a more\r\nclustered
    coupling nanotopography. Thus, presynaptic signaling developmentally approaches\r\na
    point-to-point configuration, optimizing speed, reliability, and energy efficiency
    of synaptic\r\ntransmission."
acknowledged_ssus:
- _id: EM-Fac
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: JingJing
  full_name: Chen, JingJing
  id: 2C4E65C8-F248-11E8-B48F-1D18A9856A87
  last_name: Chen
citation:
  ama: Chen J. Developmental transformation of nanodomain coupling between Ca2+ channels
    and release sensors at a central GABAergic synapse. 2024. doi:<a href="https://doi.org/10.15479/at:ista:15101">10.15479/at:ista:15101</a>
  apa: Chen, J. (2024). <i>Developmental transformation of nanodomain coupling between
    Ca2+ channels and release sensors at a central GABAergic synapse</i>. Institute
    of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:15101">https://doi.org/10.15479/at:ista:15101</a>
  chicago: Chen, JingJing. “Developmental Transformation of Nanodomain Coupling between
    Ca2+ Channels and Release Sensors at a Central GABAergic Synapse.” Institute of
    Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:15101">https://doi.org/10.15479/at:ista:15101</a>.
  ieee: J. Chen, “Developmental transformation of nanodomain coupling between Ca2+
    channels and release sensors at a central GABAergic synapse,” Institute of Science
    and Technology Austria, 2024.
  ista: Chen J. 2024. Developmental transformation of nanodomain coupling between
    Ca2+ channels and release sensors at a central GABAergic synapse. Institute of
    Science and Technology Austria.
  mla: Chen, JingJing. <i>Developmental Transformation of Nanodomain Coupling between
    Ca2+ Channels and Release Sensors at a Central GABAergic Synapse</i>. Institute
    of Science and Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:15101">10.15479/at:ista:15101</a>.
  short: J. Chen, Developmental Transformation of Nanodomain Coupling between Ca2+
    Channels and Release Sensors at a Central GABAergic Synapse, Institute of Science
    and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-03-11T10:09:54Z
date_published: 2024-03-11T00:00:00Z
date_updated: 2026-04-07T13:24:22Z
day: '11'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: PeJo
doi: 10.15479/at:ista:15101
ec_funded: 1
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language:
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month: '03'
oa: 1
oa_version: Published Version
page: '84'
project:
- _id: 25B7EB9E-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '692692'
  name: Biophysics and circuit function of a giant cortical glutamatergic synapse
- _id: 25C5A090-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z00312
  name: Synaptic communication in neuronal microcircuits
- _id: bd88be38-d553-11ed-ba76-81d5a70a6ef5
  grant_number: P36232
  name: Mechanisms of GABA release in hippocampal circuits
- _id: 26B66A3E-B435-11E9-9278-68D0E5697425
  grant_number: '25383'
  name: Development of nanodomain coupling between Ca2+ channels and release sensors
    at a central inhibitory synapse
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '14843'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Peter M
  full_name: Jonas, Peter M
  id: 353C1B58-F248-11E8-B48F-1D18A9856A87
  last_name: Jonas
  orcid: 0000-0001-5001-4804
title: Developmental transformation of nanodomain coupling between Ca2+ channels and
  release sensors at a central GABAergic synapse
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: '2024'
...
---
OA_place: publisher
_id: '18471'
abstract:
- lang: eng
  text: "Spatial omics technologies are enriching our understanding of complex biological
    samples, by\r\nallowing us to study their molecular composition while preserving
    the spatial relationships\r\nbetween molecules in their native context. As the
    field continues to advance, there are\r\ntechnical challenges that need to be
    addressed in order to take full advantage of the spatial\r\ncapabilities of these
    methods. In this work, I present two technical developments that I\r\nestablished
    for multiplexed error robust FISH (MERFISH) throughout my PhD: (1) pushing the\r\nspatial
    resolution limits to the nanoscale, and (2) adding rich tissue context to the
    mouse brain\r\ntranscriptome. To achieve nanoscale resolution with MERFISH in
    cultured cells, I combined it\r\nwith stimulated emission depletion (STED) and
    expansion microscopy (ExM) to achieve a\r\nspatial resolution as low as ~20 nm,
    and explored the compatibility of MERFISH with singlemolecule localization microscopy
    (SMLM) techniques. To visualize targeted mRNAs in mouse\r\nbrain tissue, I applied
    the comprehensive analysis of tissues across scales (CATS) toolbox, which\r\nprovides
    an unbiased morphological readout by labeling the extracellular domain. I\r\nsuccessfully
    established this method, which we call CATS-MERFISH-ExM, to work with thick\r\nmouse
    brain slices, being able to extract transcriptomics information with 3D tissue
    context.\r\nCATS-MERFISH-ExM enabled us to identify cell types and further visualize
    the subcellular\r\ndistribution of transcripts in mouse brain tissue, shedding
    light on the neuropil-specific\r\ntranscriptome. This method provides integrated
    information on cellular structure and\r\ntranscriptomes in situ, and could potentially
    be applied with other modalities, opening new\r\navenues for scientific discovery. "
acknowledged_ssus:
- _id: Bio
- _id: LifeSc
- _id: PreCl
- _id: M-Shop
- _id: ScienComp
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Nathalie
  full_name: Agudelo Duenas, Nathalie
  id: 40E7F008-F248-11E8-B48F-1D18A9856A87
  last_name: Agudelo Duenas
citation:
  ama: Agudelo Duenas N. Visualizing the neuronal transcriptional landscape with tissue
    context. 2024. doi:<a href="https://doi.org/10.15479/at:ista:18471">10.15479/at:ista:18471</a>
  apa: Agudelo Duenas, N. (2024). <i>Visualizing the neuronal transcriptional landscape
    with tissue context</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:18471">https://doi.org/10.15479/at:ista:18471</a>
  chicago: Agudelo Duenas, Nathalie. “Visualizing the Neuronal Transcriptional Landscape
    with Tissue Context.” Institute of Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:18471">https://doi.org/10.15479/at:ista:18471</a>.
  ieee: N. Agudelo Duenas, “Visualizing the neuronal transcriptional landscape with
    tissue context,” Institute of Science and Technology Austria, 2024.
  ista: Agudelo Duenas N. 2024. Visualizing the neuronal transcriptional landscape
    with tissue context. Institute of Science and Technology Austria.
  mla: Agudelo Duenas, Nathalie. <i>Visualizing the Neuronal Transcriptional Landscape
    with Tissue Context</i>. Institute of Science and Technology Austria, 2024, doi:<a
    href="https://doi.org/10.15479/at:ista:18471">10.15479/at:ista:18471</a>.
  short: N. Agudelo Duenas, Visualizing the Neuronal Transcriptional Landscape with
    Tissue Context, Institute of Science and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-10-26T20:02:42Z
date_published: 2024-10-28T00:00:00Z
date_updated: 2026-04-14T08:34:37Z
day: '28'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: JoDa
doi: 10.15479/at:ista:18471
ec_funded: 1
file:
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  date_updated: 2025-05-05T22:30:04Z
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  date_updated: 2025-05-05T22:30:04Z
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  file_id: '18476'
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  relation: main_file
file_date_updated: 2025-05-05T22:30:04Z
has_accepted_license: '1'
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
page: '97'
project:
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
- _id: 2548AE96-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: W1232
  name: Molecular Drug Targets
publication_identifier:
  isbn:
  - 978-3-99078-044-2
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
status: public
supervisor:
- first_name: Johann G
  full_name: Danzl, Johann G
  id: 42EFD3B6-F248-11E8-B48F-1D18A9856A87
  last_name: Danzl
  orcid: 0000-0001-8559-3973
title: Visualizing the neuronal transcriptional landscape with tissue context
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: '2024'
...
---
OA_embargo: '12'
OA_place: publisher
_id: '18574'
abstract:
- lang: eng
  text: "Biological vision is unlike a camera; rather than transmitting light information
    faithfully, early\r\nvisual circuits process the visual scene to convey only the
    relevant information in an efficient\r\nmanner. Consequentially, the nature of
    this visual processing then depends on what is the\r\nrelevant information in
    a scene and on the notion of efficiency. In this work, I study how visual\r\nprocessing
    is modulated by two different variations in the visual scene. First, I discovered
    that\r\nin the mouse (Mus musculus) retina, Retinal Ganglion Cells in the upper
    and lower visual\r\nfield have differences in the center surround structure of
    their receptive fields. Comparison\r\nwith models of efficient coding show that
    this adaptation likely evolved to cope with the\r\nbrightness gradient from the
    sky to the ground that is pervasive in natural scenes. In the\r\nsecond project,
    I study how the downstream neurons in the Superior Colliculus dynamically\r\nchange
    their temporal selectivity depending on the ambient luminance and behavioral state.\r\nAs
    the scene gets darker or when the animal is is less aroused, the neuronal responses
    get\r\nlaggier, while still maintaining their relative timing with respect to
    the population. Overall, this\r\nwork emphasises the need to understand visual
    processing in the context of specific demands\r\nof the animal in its the environment.
    The adaptive changes in the visual system, from the\r\nretinal ganglion cells
    to the superior colliculus, highlight the intricate ways in which biological\r\nvision
    optimizes the processing of visual information.\r\n"
acknowledged_ssus:
- _id: Bio
- _id: ScienComp
- _id: PreCl
- _id: LifeSc
- _id: M-Shop
- _id: E-Lib
acknowledgement: "This work would have been impossible without the Scientific Service
  Units of IST Austria. The resources and expertise provided by Scientific Computing
  (especially Alois Schlögl), the MIBA Machine Shop (especially Todor Asenov), the
  Preclinical Facility (especially Freyja Langer), the Library, the Lab Support Facility
  and the Imaging and Optics Facility were the essential bedrock I could build upon.
  I would also like to thank IT support at ISTA for powering through remote work and
  a cyberattack.\r\nI am grateful for having been funded initially by the European
  Union Horizon 2020 Marie Skłodowska-Curie grant 665385 and later by Prof. Maximilian
  Joesch's the European Research Council Starting (756502) and Consolidator (101086580)
  Grants."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Divyansh
  full_name: Gupta, Divyansh
  id: 2A485EBE-F248-11E8-B48F-1D18A9856A87
  last_name: Gupta
  orcid: 0000-0001-7400-6665
citation:
  ama: Gupta D. Visual adaptations to natural statistics. 2024. doi:<a href="https://doi.org/10.15479/at:ista:18574">10.15479/at:ista:18574</a>
  apa: Gupta, D. (2024). <i>Visual adaptations to natural statistics</i>. Institute
    of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:18574">https://doi.org/10.15479/at:ista:18574</a>
  chicago: Gupta, Divyansh. “Visual Adaptations to Natural Statistics.” Institute
    of Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:18574">https://doi.org/10.15479/at:ista:18574</a>.
  ieee: D. Gupta, “Visual adaptations to natural statistics,” Institute of Science
    and Technology Austria, 2024.
  ista: Gupta D. 2024. Visual adaptations to natural statistics. Institute of Science
    and Technology Austria.
  mla: Gupta, Divyansh. <i>Visual Adaptations to Natural Statistics</i>. Institute
    of Science and Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:18574">10.15479/at:ista:18574</a>.
  short: D. Gupta, Visual Adaptations to Natural Statistics, Institute of Science
    and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-11-20T21:30:44Z
date_published: 2024-11-22T00:00:00Z
date_updated: 2026-04-07T13:24:48Z
day: '22'
ddc:
- '573'
degree_awarded: PhD
department:
- _id: GradSch
- _id: MaJö
doi: 10.15479/at:ista:18574
ec_funded: 1
file:
- access_level: closed
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  date_created: 2024-11-25T14:44:03Z
  date_updated: 2025-11-11T23:30:02Z
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  file_id: '18589'
  file_name: PhD Thesis - Divyansh Gupta.zip
  file_size: 75512262
  relation: source_file
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  creator: dgupta
  date_created: 2024-11-26T11:43:19Z
  date_updated: 2025-11-11T23:30:02Z
  embargo: 2025-11-11
  file_id: '18591'
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  file_size: 6412619
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file_date_updated: 2025-11-11T23:30:02Z
has_accepted_license: '1'
language:
- iso: eng
month: '11'
oa: 1
oa_version: Published Version
page: '86'
project:
- _id: bdaf81a8-d553-11ed-ba76-c95961984540
  grant_number: '101086580'
  name: 'Action Selection in the Midbrain: Neuromodulation of Visuomotor Senses'
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
- _id: 2634E9D2-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '756502'
  name: Circuits of Visual Attention
publication_identifier:
  isbn:
  - 978-3-99078-050-3
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
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    relation: part_of_dissertation
    status: public
  - id: '12370'
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    status: public
status: public
supervisor:
- first_name: Maximilian A
  full_name: Jösch, Maximilian A
  id: 2BD278E6-F248-11E8-B48F-1D18A9856A87
  last_name: Jösch
  orcid: 0000-0002-3937-1330
title: Visual adaptations to natural statistics
tmp:
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  name: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC
    BY-NC-SA 4.0)
  short: CC BY-NC-SA (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
_id: '15323'
abstract:
- lang: eng
  text: Supercomplexes of the respiratory chain are established constituents of the
    oxidative phosphorylation system, but their role in mammalian metabolism has been
    hotly debated. Although recent studies have shown that different tissues/organs
    are equipped with specific sets of supercomplexes, depending on their metabolic
    needs, the notion that supercomplexes have a role in the regulation of metabolism
    has been challenged. However, irrespective of the mechanistic conclusions, the
    composition of various high molecular weight supercomplexes remains uncertain.
    Here, using cryogenic electron microscopy, we demonstrate that mammalian (mouse)
    tissues contain three defined types of ‘respirasome’, supercomplexes made of CI,
    CIII2 and CIV. The stoichiometry and position of CIV differs in the three respirasomes,
    of which only one contains the supercomplex-associated factor SCAF1, whose involvement
    in respirasome formation has long been contended. Our structures confirm that
    the ‘canonical’ respirasome (the C-respirasome, CICIII2CIV) does not contain SCAF1,
    which is instead associated to a different respirasome (the CS-respirasome), containing
    a second copy of CIV. We also identify an alternative respirasome (A-respirasome),
    with CIV bound to the ‘back’ of CI, instead of the ‘toe’. This structural characterization
    of mouse mitochondrial supercomplexes allows us to hypothesize a mechanistic basis
    for their specific role in different metabolic conditions.
acknowledged_ssus:
- _id: EM-Fac
- _id: LifeSc
- _id: PreCl
- _id: ScienComp
acknowledgement: Supercomplexes of the respiratory chain are established constituents
  of the oxidative phosphorylation system, but their role in mammalian metabolism
  has been hotly debated. Although recent studies have shown that different tissues/organs
  are equipped with specific sets of supercomplexes, depending on their metabolic
  needs, the notion that supercomplexes have a role in the regulation of metabolism
  has been challenged. However, irrespective of the mechanistic conclusions, the composition
  of various high molecular weight supercomplexes remains uncertain. Here, using cryogenic
  electron microscopy, we demonstrate that mammalian (mouse) tissues contain three
  defined types of ‘respirasome’, supercomplexes made of CI, CIII2 and CIV. The stoichiometry
  and position of CIV differs in the three respirasomes, of which only one contains
  the supercomplex-associated factor SCAF1, whose involvement in respirasome formation
  has long been contended. Our structures confirm that the ‘canonical’ respirasome
  (the C-respirasome, CICIII2CIV) does not contain SCAF1, which is instead associated
  to a different respirasome (the CS-respirasome), containing a second copy of CIV.
  We also identify an alternative respirasome (A-respirasome), with CIV bound to the
  ‘back’ of CI, instead of the ‘toe’. This structural characterization of mouse mitochondrial
  supercomplexes allows us to hypothesize a mechanistic basis for their specific role
  in different metabolic conditions.
article_processing_charge: No
article_type: original
author:
- first_name: Irene
  full_name: Vercellino, Irene
  id: 3ED6AF16-F248-11E8-B48F-1D18A9856A87
  last_name: Vercellino
  orcid: 0000-0001-5618-3449
- first_name: Leonid A
  full_name: Sazanov, Leonid A
  id: 338D39FE-F248-11E8-B48F-1D18A9856A87
  last_name: Sazanov
  orcid: 0000-0002-0977-7989
citation:
  ama: Vercellino I, Sazanov LA. SCAF1 drives the compositional diversity of mammalian
    respirasomes. <i>Nature Structural and Molecular Biology</i>. 2024;31:1061-1071.
    doi:<a href="https://doi.org/10.1038/s41594-024-01255-0">10.1038/s41594-024-01255-0</a>
  apa: Vercellino, I., &#38; Sazanov, L. A. (2024). SCAF1 drives the compositional
    diversity of mammalian respirasomes. <i>Nature Structural and Molecular Biology</i>.
    Springer Nature. <a href="https://doi.org/10.1038/s41594-024-01255-0">https://doi.org/10.1038/s41594-024-01255-0</a>
  chicago: Vercellino, Irene, and Leonid A Sazanov. “SCAF1 Drives the Compositional
    Diversity of Mammalian Respirasomes.” <i>Nature Structural and Molecular Biology</i>.
    Springer Nature, 2024. <a href="https://doi.org/10.1038/s41594-024-01255-0">https://doi.org/10.1038/s41594-024-01255-0</a>.
  ieee: I. Vercellino and L. A. Sazanov, “SCAF1 drives the compositional diversity
    of mammalian respirasomes,” <i>Nature Structural and Molecular Biology</i>, vol.
    31. Springer Nature, pp. 1061–1071, 2024.
  ista: Vercellino I, Sazanov LA. 2024. SCAF1 drives the compositional diversity of
    mammalian respirasomes. Nature Structural and Molecular Biology. 31, 1061–1071.
  mla: Vercellino, Irene, and Leonid A. Sazanov. “SCAF1 Drives the Compositional Diversity
    of Mammalian Respirasomes.” <i>Nature Structural and Molecular Biology</i>, vol.
    31, Springer Nature, 2024, pp. 1061–71, doi:<a href="https://doi.org/10.1038/s41594-024-01255-0">10.1038/s41594-024-01255-0</a>.
  short: I. Vercellino, L.A. Sazanov, Nature Structural and Molecular Biology 31 (2024)
    1061–1071.
corr_author: '1'
date_created: 2024-04-14T22:01:03Z
date_published: 2024-07-01T00:00:00Z
date_updated: 2025-11-24T08:35:04Z
day: '01'
ddc:
- '572'
department:
- _id: LeSa
doi: 10.1038/s41594-024-01255-0
ec_funded: 1
external_id:
  isi:
  - '001196897300001'
  pmid:
  - '38575788'
file:
- access_level: open_access
  checksum: 21f05d188762acd7f49a97f3d09c8d9f
  content_type: application/pdf
  creator: lsazanov
  date_created: 2024-05-14T11:57:56Z
  date_updated: 2025-01-01T23:30:03Z
  embargo: 2025-01-01
  file_id: '15392'
  file_name: megacomplex_submit_NSMB_withFigures.pdf
  file_size: 24424729
  relation: main_file
file_date_updated: 2025-01-01T23:30:03Z
has_accepted_license: '1'
intvolume: '        31'
isi: 1
language:
- iso: eng
month: '07'
oa: 1
oa_version: Submitted Version
page: 1061-1071
pmid: 1
project:
- _id: 627abdeb-2b32-11ec-9570-ec31a97243d3
  call_identifier: H2020
  grant_number: '101020697'
  name: Structure and mechanism of respiratory chain molecular machines
publication: Nature Structural and Molecular Biology
publication_identifier:
  eissn:
  - 1545-9985
  issn:
  - 1545-9993
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
  link:
  - relation: erratum
    url: https://doi.org/10.1038/s41594-025-01721-3
scopus_import: '1'
status: public
title: SCAF1 drives the compositional diversity of mammalian respirasomes
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: 31
year: '2024'
...
---
OA_embargo: '6'
OA_place: publisher
_id: '18531'
abstract:
- lang: eng
  text: "Sex chromosomes and autosomes exhibit very different evolutionary dynamics.\r\nThe
    Y chromosome usually degenerates, leaving many X-linked loci hemizygous in\r\nmales.
    Since recessive X-linked mutations are always exposed to selection in males,\r\nselection
    is more efficient on the X chromosome than on autosomes on recessive\r\nmutations,
    leading to faster adaptation on the X chromosome than other genomic\r\nregions,
    if beneficial mutations are on average recessive (known as the Faster-X\r\neffect).
    In the presence of the functional, but non-recombining gametolog on the Y (as\r\nis
    often the case in young non-recombining regions), recessive mutations are\r\nsheltered
    from selection on the X chromosome. We model this scenario and show that\r\nthe
    efficiency of selection is reduced on diploid X loci due to sheltering by the
    Y\r\nchromosome. Reduced efficiency of selection leads to slower adaptation and\r\nincreased
    accumulation of deleterious mutations (Slower-X effect). We extended this\r\nmodel
    to explore the effect of sex-specific selection on degeneration of sex\r\nchromosomes,
    showing theoretically that male-limited genes degenerate on the X\r\nchromosome
    and female-biased genes degenerate on the Y chromosome. This\r\nprediction depends
    on the effective population size and the mutation rate, explaining\r\nthe variety
    of sex chromosome degeneration patterns observed in nature.\r\nTo test for direct
    evidence of a Slower-X (or Slower-Z) effect, we analyzed the\r\nZW sex chromosomes
    of the flatworm Schistosoma japonicum, which have a very\r\nyoung non-recombining
    region with non-degenerated W. Diploid Z-linked genes have\r\nhigher ratios of
    non-synonymous to synonymous polymorphisms than autosomal\r\ngenes, supporting
    reduced efficiency of selection on the diploid Z region. These results\r\nprovide
    evidence of sheltering by the W chromosome, a mechanism that could\r\ncontribute
    to Z (X) chromosome degeneration, and illustrate contrasting evolutionary\r\npatterns
    in old and young sex chromosome regions. In addition, genes with sexspecific patterns
    of expression show opposite patterns of selection in the young\r\n(diploid) and
    old (hemizygous) Z, showing the complex manner in which sex-specific selection
    shapes the evolutionary patterns of sex chromosomes. "
acknowledged_ssus:
- _id: ScienComp
- _id: CampIT
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Andrea
  full_name: Mrnjavac, Andrea
  id: 353FAC84-AE61-11E9-8BFC-00D3E5697425
  last_name: Mrnjavac
citation:
  ama: Mrnjavac A. Early stages of sex chromosome evolution. 2024. doi:<a href="https://doi.org/10.15479/at:ista:18531">10.15479/at:ista:18531</a>
  apa: Mrnjavac, A. (2024). <i>Early stages of sex chromosome evolution</i>. Institute
    of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:18531">https://doi.org/10.15479/at:ista:18531</a>
  chicago: Mrnjavac, Andrea. “Early Stages of Sex Chromosome Evolution.” Institute
    of Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:18531">https://doi.org/10.15479/at:ista:18531</a>.
  ieee: A. Mrnjavac, “Early stages of sex chromosome evolution,” Institute of Science
    and Technology Austria, 2024.
  ista: Mrnjavac A. 2024. Early stages of sex chromosome evolution. Institute of Science
    and Technology Austria.
  mla: Mrnjavac, Andrea. <i>Early Stages of Sex Chromosome Evolution</i>. Institute
    of Science and Technology Austria, 2024, doi:<a href="https://doi.org/10.15479/at:ista:18531">10.15479/at:ista:18531</a>.
  short: A. Mrnjavac, Early Stages of Sex Chromosome Evolution, Institute of Science
    and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-11-11T08:40:45Z
date_published: 2024-11-11T00:00:00Z
date_updated: 2026-04-07T13:22:45Z
day: '11'
ddc:
- '576'
degree_awarded: PhD
department:
- _id: GradSch
- _id: BeVi
doi: 10.15479/at:ista:18531
file:
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  date_created: 2024-11-13T12:15:28Z
  date_updated: 2025-05-11T22:30:04Z
  embargo_to: open_access
  file_id: '18551'
  file_name: AMrnjavac_thesis_library.docx
  file_size: 26870629
  relation: source_file
  title: Early stages of sex chromosome evolution
- access_level: open_access
  checksum: 3ead60c1b678e7dcf018043aef3b5db2
  content_type: application/pdf
  creator: amrnjava
  date_created: 2024-11-13T12:15:54Z
  date_updated: 2025-05-11T22:30:04Z
  embargo: 2025-05-11
  file_id: '18552'
  file_name: AMrnjavac_thesis_library.pdf
  file_size: 4228766
  relation: main_file
  title: Early stages of sex chromosome evolution
file_date_updated: 2025-05-11T22:30:04Z
has_accepted_license: '1'
keyword:
- Sex chromosomes
- evolution
- selection
- sheltering
language:
- iso: eng
month: '11'
oa: 1
oa_version: Published Version
page: '181'
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '12521'
    relation: part_of_dissertation
    status: public
  - id: '18549'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Beatriz
  full_name: Vicoso, Beatriz
  id: 49E1C5C6-F248-11E8-B48F-1D18A9856A87
  last_name: Vicoso
  orcid: 0000-0002-4579-8306
title: Early stages of sex chromosome evolution
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: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
---
OA_place: repository
_id: '18549'
abstract:
- lang: eng
  text: "Sex-linked and autosomal loci experience different selective pressures and\r\nevolutionary
    dynamics. X (or Z) chromosomes are often hemizygous, as Y (or W)\r\nchromosomes
    often degenerate. Such hemizygous regions can be under greater\r\nefficacy of
    selection, as recessive mutations are immediately exposed to selection in\r\nthe
    heterogametic sex (the so-called Faster-X or Faster-Z effect). However, in young\r\nnon-recombining
    regions, Y/W chromosomes often have many functional genes, and\r\nmany X/Z-linked
    loci are therefore diploid. The sheltering of recessive mutations on\r\nthe X/Z
    by the Y/W homolog is expected to drive a Slower-X (Slower-Z) effect for\r\ndiploid
    X/Z loci, i.e. a reduction in the efficacy of selection. While the Faster-X effect\r\nhas
    been studied extensively, much less is known empirically about the evolutionary\r\ndynamics
    of diploid X or Z chromosomes. Here, we took advantage of published\r\npopulation
    genomic data in the female-heterogametic human parasite Schistosoma\r\njaponicum
    to characterize the gene content and diversity levels of the diploid and\r\nhemizygous
    regions of the Z chromosome. We used different metrics of selective\r\npressures
    acting on genes to test for differences in the efficacy of selection in\r\nhemizygous
    and diploid Z regions, relative to autosomes. We found consistent\r\npatterns
    suggesting reduced Ne, and reduced efficacy of purifying selection, on both\r\nhemizygous
    and diploid Z regions. Moreover, relaxed selection was particularly\r\npronounced
    for female-biased genes on the diploid Z, as predicted by Slower-Z\r\ntheory.\r\n"
article_processing_charge: No
author:
- first_name: Andrea
  full_name: Mrnjavac, Andrea
  id: 353FAC84-AE61-11E9-8BFC-00D3E5697425
  last_name: Mrnjavac
- first_name: Beatriz
  full_name: Vicoso, Beatriz
  id: 49E1C5C6-F248-11E8-B48F-1D18A9856A87
  last_name: Vicoso
  orcid: 0000-0002-4579-8306
citation:
  ama: Mrnjavac A, Vicoso B. Evidence of a Slower-Z effect in Schistosoma japonicum.
    <i>bioRxiv</i>. doi:<a href="https://doi.org/10.1101/2024.07.02.601697">10.1101/2024.07.02.601697</a>
  apa: Mrnjavac, A., &#38; Vicoso, B. (n.d.). Evidence of a Slower-Z effect in Schistosoma
    japonicum. <i>bioRxiv</i>. <a href="https://doi.org/10.1101/2024.07.02.601697">https://doi.org/10.1101/2024.07.02.601697</a>
  chicago: Mrnjavac, Andrea, and Beatriz Vicoso. “Evidence of a Slower-Z Effect in
    Schistosoma Japonicum.” <i>BioRxiv</i>, n.d. <a href="https://doi.org/10.1101/2024.07.02.601697">https://doi.org/10.1101/2024.07.02.601697</a>.
  ieee: A. Mrnjavac and B. Vicoso, “Evidence of a Slower-Z effect in Schistosoma japonicum,”
    <i>bioRxiv</i>. .
  ista: Mrnjavac A, Vicoso B. Evidence of a Slower-Z effect in Schistosoma japonicum.
    bioRxiv, <a href="https://doi.org/10.1101/2024.07.02.601697">10.1101/2024.07.02.601697</a>.
  mla: Mrnjavac, Andrea, and Beatriz Vicoso. “Evidence of a Slower-Z Effect in Schistosoma
    Japonicum.” <i>BioRxiv</i>, doi:<a href="https://doi.org/10.1101/2024.07.02.601697">10.1101/2024.07.02.601697</a>.
  short: A. Mrnjavac, B. Vicoso, BioRxiv (n.d.).
corr_author: '1'
date_created: 2024-11-13T09:12:08Z
date_published: 2024-07-04T00:00:00Z
date_updated: 2026-07-16T22:30:22Z
day: '04'
department:
- _id: BeVi
doi: 10.1101/2024.07.02.601697
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1101/2024.07.02.601697
month: '07'
oa: 1
oa_version: Preprint
publication: bioRxiv
publication_status: draft
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    relation: dissertation_contains
    status: public
status: public
title: Evidence of a Slower-Z effect in Schistosoma japonicum
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'
...
---
OA_place: publisher
_id: '18642'
abstract:
- lang: eng
  text: "This thesis consists of two pieces of work in the broader feld of computational
    biology,\r\nboth of which are methods for the analysis of large scale biological
    data, implemented in\r\nefcient software.\r\nChapter 2 introduces a statistical
    software for causal discovery and inference from observed\r\ngenetic marker and
    phenotypic trait data. We explore in simulation how well the method\r\ncan fne-map
    genetic efects, fnd the correct causal structure among tens of traits and\r\nmillions
    of genetic markers, and infer the causal efect size for the discovered causal\r\nrelations.
    We then apply the method to 8 million markers and 17 traits from the UK\r\nBiobank
    and show that many relationships found with other methods are likely due to\r\nthe
    efects of hidden confounders.\r\nChapter 3 describes how this method can be applied
    to longitudinal data. I show how one\r\ncan incorporate the background knowledge
    present in the known order of measurements to\r\nimprove the accuracy of the causal
    discovery process, and explore the method’s ability to\r\nidentify age specifc
    genetic efects, and how the error rates of this recovery are infuenced\r\nby missing
    data due to diferent censoring mechanisms.\r\nChapter 4 introduces a statistical
    software for the comparison of chromatin contact maps\r\nbased on the structural
    similarity index. We explore the robustness of the method to\r\nnoise and size
    diferences of the compared maps, show how it can measure evolutionary\r\nconservation
    of topological features by providing a similarity ranking of syntenic regions,\r\nand
    fnally how it can detect alterations in 3D genome structure due to genetic mutations\r\nin
    samples of medical relevance.\r\n"
acknowledgement: "I would like to thank the Swiss National Science Foundation for
  funding parts of this work\r\nthrough the Eccellenza Grant \"Improving estimation
  and prediction of common complex\r\ndisease risk\" with grant number PCEGP3_181181."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Nick N
  full_name: Machnik, Nick N
  id: 3591A0AA-F248-11E8-B48F-1D18A9856A87
  last_name: Machnik
  orcid: 0000-0001-6617-9742
citation:
  ama: Machnik NN. Algorithms for causal learning and comparative analysis for genomic
    data. 2024. doi:<a href="https://doi.org/10.15479/at:ista:18642">10.15479/at:ista:18642</a>
  apa: Machnik, N. N. (2024). <i>Algorithms for causal learning and comparative analysis
    for genomic data</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:18642">https://doi.org/10.15479/at:ista:18642</a>
  chicago: Machnik, Nick N. “Algorithms for Causal Learning and Comparative Analysis
    for Genomic Data.” Institute of Science and Technology Austria, 2024. <a href="https://doi.org/10.15479/at:ista:18642">https://doi.org/10.15479/at:ista:18642</a>.
  ieee: N. N. Machnik, “Algorithms for causal learning and comparative analysis for
    genomic data,” Institute of Science and Technology Austria, 2024.
  ista: Machnik NN. 2024. Algorithms for causal learning and comparative analysis
    for genomic data. Institute of Science and Technology Austria.
  mla: Machnik, Nick N. <i>Algorithms for Causal Learning and Comparative Analysis
    for Genomic Data</i>. Institute of Science and Technology Austria, 2024, doi:<a
    href="https://doi.org/10.15479/at:ista:18642">10.15479/at:ista:18642</a>.
  short: N.N. Machnik, Algorithms for Causal Learning and Comparative Analysis for
    Genomic Data, Institute of Science and Technology Austria, 2024.
corr_author: '1'
date_created: 2024-12-10T13:49:15Z
date_published: 2024-12-11T00:00:00Z
date_updated: 2026-04-07T13:23:06Z
day: '11'
ddc:
- '576'
degree_awarded: PhD
department:
- _id: GradSch
- _id: MaRo
doi: 10.15479/at:ista:18642
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  creator: nmachnik
  date_created: 2024-12-11T11:59:54Z
  date_updated: 2025-06-12T22:30:02Z
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  creator: nmachnik
  date_created: 2024-12-11T11:59:34Z
  date_updated: 2025-06-12T22:30:02Z
  embargo_to: open_access
  file_id: '18650'
  file_name: thesis.zip
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file_date_updated: 2025-06-12T22:30:02Z
has_accepted_license: '1'
language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
page: '138'
project:
- _id: 9B8D11D6-BA93-11EA-9121-9846C619BF3A
  grant_number: PCEGP3_181181
  name: Improving estimation and prediction of common complex disease risk
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '18648'
    relation: part_of_dissertation
    status: public
  - id: '8707'
    relation: part_of_dissertation
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status: public
supervisor:
- first_name: Matthew Richard
  full_name: Robinson, Matthew Richard
  id: E5D42276-F5DA-11E9-8E24-6303E6697425
  last_name: Robinson
  orcid: 0000-0001-8982-8813
title: Algorithms for causal learning and comparative analysis for genomic data
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2024'
...
