---
OA_place: repository
OA_type: green
_id: '21763'
abstract:
- lang: eng
  text: Reactive oxygen species (ROS) have been implicated in multiple signaling processes
    in plants, but the underlying mechanisms and roles remain enigmatic. In this study,
    we developed a method of live imaging of apoplastic ROS at the root surface. Distinct
    signals, including auxin, extracellular adenosine triphosphate, and rapid alkalinization
    factor 1 peptide, induce cytosolic calcium transients and apoplastic ROS bursts.
    Genetic and optogenetic manipulations of Arabidopsis identified calcium transients
    as necessary and sufficient for ROS bursts through activation of reduced nicotinamide
    adenine dinucleotide phosphate (NADPH) oxidases RBOHC and RBOHF. Apoplastic ROS
    bursts are not required, but they do limit gravity-induced root bending. Root
    bending is sensed by the stretch-activated calcium channel MCA1, leading to NADPH
    oxidase activation. The resulting ROS production stiffens cell walls to facilitate
    soil penetration. Apoplastic ROS thus provides a means to balance tissue flexibility
    and stiffness to navigate soil.
acknowledged_ssus:
- _id: LifeSc
- _id: Bio
acknowledgement: "We gratefully acknowledge the Lab Support Facility (LSF) and the
  Imaging and Optics Facility (IOF) (both of ISTA) and the Hounsfield CT Facility
  (University of Nottingham) for support with imaging and the Growth Facility (IPMB)
  for plant cultivation. We thank M. Fendrych and his team for help with the microfluidics
  upgrades and J. Atkinson at the University of Nottingham MakerSpace for 3D printing
  of Arabidopsis mini-soil columns.\r\nThis project received funding from the European
  Research Council (ERC; 101142681 CYNIPS) and the Austrian Science Fund (FWF; P 37051-B).
  I.K. was cofunded by the European Union, Horizon Europe, project MOLIPEC, ID 101087030
  and CSF project 25-16449S. L.V. and B.K.P. acknowledge funding from UK Research
  and Innovation (UKRI) Frontiers Research (EP/Y036697/1). M.J.B. acknowledges funding
  from ERC SYNERGY (grant 101118769 HYDROSENSING). The study was partially supported
  by the Université Paris Cité, Idex ANR-18-IDEX-0001, funded by the French Government
  through its “Investments for the Future” program and also by the projects “Mecha-Nuc”
  ANR-20-CE13-0025-03 and “scEm-bryoMech” ANR-21-CE13-0046. P.D. acknowledges support
  by Human Frontier Science Program Organization grant 2022-RG107. P.V. acknowledges
  support provided by “Programme blanc” of the Graduate School BIOSPHERA, Université
  Paris-Saclay. Phytohormonal analysis was performed using the service laboratory
  funded by Toward Next GENeration Crops, reg. no. CZ.02.01.01/00/22_008/0004581 of
  the European Regional Development Fund (ERDF) program Johannes Amos Comenius. This
  research was funded in whole or in part by the Austrian Science Fund (P 37051-B)
  and UK Research and Innovation (EP/Y036697/1), cOAlition S organizations, and by
  the European Research Council (101142681 CYNIPS, 101118769 HYDROSENSING); as required,
  the author will make the Author Accepted Manuscript (AAM) version available under
  a CC BY public copyright license."
article_processing_charge: No
article_type: original
author:
- first_name: Ivan
  full_name: Kulich, Ivan
  id: 57a1567c-8314-11eb-9063-c9ddc3451a54
  last_name: Kulich
- first_name: Dmitrii
  full_name: Vladimirtsev, Dmitrii
  id: 60466724-5355-11ee-ae5a-fa55e8f99c3d
  last_name: Vladimirtsev
- first_name: Marek
  full_name: Randuch, Marek
  id: 6ac4636d-15b2-11ec-abd3-fb8df79972ae
  last_name: Randuch
- first_name: Shiqiang
  full_name: Gao, Shiqiang
  last_name: Gao
- first_name: Matteo
  full_name: Citterico, Matteo
  last_name: Citterico
- first_name: Kai R.
  full_name: Konrad, Kai R.
  last_name: Konrad
- first_name: Georg
  full_name: Nagel, Georg
  last_name: Nagel
- first_name: Michael
  full_name: Wrzaczek, Michael
  last_name: Wrzaczek
- first_name: Léa
  full_name: Cascaro, Léa
  last_name: Cascaro
- first_name: Pauline
  full_name: Vinet, Pauline
  last_name: Vinet
- first_name: Pauline
  full_name: Durand, Pauline
  last_name: Durand
- first_name: Atef
  full_name: Asnacios, Atef
  last_name: Asnacios
- first_name: Lokesh
  full_name: Verma, Lokesh
  last_name: Verma
- first_name: Malcolm J.
  full_name: Bennett, Malcolm J.
  last_name: Bennett
- first_name: Bipin K.
  full_name: Pandey, Bipin K.
  last_name: Pandey
- first_name: Jiří
  full_name: Friml, Jiří
  id: 4159519E-F248-11E8-B48F-1D18A9856A87
  last_name: Friml
  orcid: 0000-0002-8302-7596
citation:
  ama: Kulich I, Vladimirtsev D, Randuch M, et al. Calcium-triggered apoplastic ROS
    bursts balance gravity and mechanical signals for soil navigation. <i>Science</i>.
    2026;392(6795):296-300. doi:<a href="https://doi.org/10.1126/science.adu8197">10.1126/science.adu8197</a>
  apa: Kulich, I., Vladimirtsev, D., Randuch, M., Gao, S., Citterico, M., Konrad,
    K. R., … Friml, J. (2026). Calcium-triggered apoplastic ROS bursts balance gravity
    and mechanical signals for soil navigation. <i>Science</i>. AAAS. <a href="https://doi.org/10.1126/science.adu8197">https://doi.org/10.1126/science.adu8197</a>
  chicago: Kulich, Ivan, Dmitrii Vladimirtsev, Marek Randuch, Shiqiang Gao, Matteo
    Citterico, Kai R. Konrad, Georg Nagel, et al. “Calcium-Triggered Apoplastic ROS
    Bursts Balance Gravity and Mechanical Signals for Soil Navigation.” <i>Science</i>.
    AAAS, 2026. <a href="https://doi.org/10.1126/science.adu8197">https://doi.org/10.1126/science.adu8197</a>.
  ieee: I. Kulich <i>et al.</i>, “Calcium-triggered apoplastic ROS bursts balance
    gravity and mechanical signals for soil navigation,” <i>Science</i>, vol. 392,
    no. 6795. AAAS, pp. 296–300, 2026.
  ista: Kulich I, Vladimirtsev D, Randuch M, Gao S, Citterico M, Konrad KR, Nagel
    G, Wrzaczek M, Cascaro L, Vinet P, Durand P, Asnacios A, Verma L, Bennett MJ,
    Pandey BK, Friml J. 2026. Calcium-triggered apoplastic ROS bursts balance gravity
    and mechanical signals for soil navigation. Science. 392(6795), 296–300.
  mla: Kulich, Ivan, et al. “Calcium-Triggered Apoplastic ROS Bursts Balance Gravity
    and Mechanical Signals for Soil Navigation.” <i>Science</i>, vol. 392, no. 6795,
    AAAS, 2026, pp. 296–300, doi:<a href="https://doi.org/10.1126/science.adu8197">10.1126/science.adu8197</a>.
  short: I. Kulich, D. Vladimirtsev, M. Randuch, S. Gao, M. Citterico, K.R. Konrad,
    G. Nagel, M. Wrzaczek, L. Cascaro, P. Vinet, P. Durand, A. Asnacios, L. Verma,
    M.J. Bennett, B.K. Pandey, J. Friml, Science 392 (2026) 296–300.
corr_author: '1'
date_created: 2026-04-26T22:01:47Z
date_published: 2026-04-16T00:00:00Z
date_updated: 2026-05-07T06:20:07Z
day: '16'
ddc:
- '580'
department:
- _id: JiFr
- _id: GradSch
doi: 10.1126/science.adu8197
external_id:
  pmid:
  - '41990180'
file:
- access_level: open_access
  checksum: eb5b29247832ecdc53c8146da0509bbe
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  creator: dernst
  date_created: 2026-05-07T05:54:43Z
  date_updated: 2026-05-07T05:54:43Z
  file_id: '21832'
  file_name: 2026_Science_Kulich_accepted.pdf
  file_size: 6150733
  relation: main_file
  success: 1
file_date_updated: 2026-05-07T05:54:43Z
has_accepted_license: '1'
intvolume: '       392'
issue: '6795'
language:
- iso: eng
month: '04'
oa: 1
oa_version: Accepted Version
page: 296-300
pmid: 1
project:
- _id: 8f347782-16d5-11f0-9cad-8c19706ee739
  grant_number: '101142681'
  name: Cyclic nucleotides as second messengers in plants
- _id: 7bcece63-9f16-11ee-852c-ae94e099eeb6
  grant_number: P37051
  name: Guanylate cyclase activity of TIR1/AFBs auxin receptors
publication: Science
publication_identifier:
  eissn:
  - 1095-9203
  issn:
  - 0036-8075
publication_status: published
publisher: AAAS
quality_controlled: '1'
scopus_import: '1'
status: public
title: Calcium-triggered apoplastic ROS bursts balance gravity and mechanical signals
  for soil navigation
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 392
year: '2026'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '19003'
abstract:
- lang: eng
  text: 'Super-resolution methods provide far better spatial resolution than the optical
    diffraction limit of about half the wavelength of light (∼200-300 nm). Nevertheless,
    they have yet to attain widespread use in plants, largely due to plants’ challenging
    optical properties. Expansion microscopy improves effective resolution by isotropically
    increasing the physical distances between sample structures while preserving relative
    spatial arrangements and clearing the sample. However, its application to plants
    has been hindered by the rigid, mechanically cohesive structure of plant tissues.
    Here, we report on whole-mount expansion microscopy of thale cress (Arabidopsis
    thaliana) root tissues (PlantEx), achieving a four-fold resolution increase over
    conventional microscopy. Our results highlight the microtubule cytoskeleton organization
    and interaction between molecularly defined cellular constituents. Combining PlantEx
    with stimulated emission depletion (STED) microscopy, we increase nanoscale resolution
    and visualize the complex organization of subcellular organelles from intact tissues
    by example of the densely packed COPI-coated vesicles associated with the Golgi
    apparatus and put these into a cellular structural context. Our results show that
    expansion microscopy can be applied to increase effective imaging resolution in
    Arabidopsis root specimens. '
acknowledged_ssus:
- _id: Bio
- _id: LifeSc
- _id: E-Lib
- _id: M-Shop
acknowledgement: "We gratefully acknowledge support by the Scientific Service Units
  at ISTA, including the Imaging and Optics and Lab Support facilities and the mechanical
  workshop and Library. We thank Philipp Velicky for STED microscope alignment.\r\nThis
  project has received funding from the European Research Council under the Horizon
  2020 Framework Programme (grant agreement No 742985, J.F.). It has also received
  funding from the Horizon 2020 Framework Programme under the Marie Skłodowska-Curie
  Grant Agreement No. 665385 (M.G.). S.T. has received funding as an ISTplus Fellow
  from the Horizon 2020 Framework Programme under Marie Skłodowska-Curie grant agreement
  no. 754411 and from EMBO via a Long-Term Fellowship (grant number ALTF 679-2018).
  M.R.T. received funding from the Austrian Academy of Sciences with DOC fellowship
  no. 26137. The project has further received funding from the Austrian Science Fund,
  via grant DK W1232 (M.R.T., N.A.D., and J.G.D). W.J. received a postdoctoral fellowship
  from the Human Frontier Science Program (LT000557/2018). The funders had no role
  in study design, data collection and analysis, decision to publish or preparation
  of the manuscript."
article_number: koaf006
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Michelle C
  full_name: Gallei, Michelle C
  id: 35A03822-F248-11E8-B48F-1D18A9856A87
  last_name: Gallei
  orcid: 0000-0003-1286-7368
- first_name: Sven M
  full_name: Truckenbrodt, Sven M
  id: 45812BD4-F248-11E8-B48F-1D18A9856A87
  last_name: Truckenbrodt
- first_name: Caroline
  full_name: Kreuzinger, Caroline
  id: 382077BA-F248-11E8-B48F-1D18A9856A87
  last_name: Kreuzinger
- first_name: Syamala
  full_name: Inumella, Syamala
  id: F8660870-D756-11E9-98C5-34DFE5697425
  last_name: Inumella
  orcid: 0009-0002-5890-120X
- first_name: Vitali
  full_name: Vistunou, Vitali
  id: 7e146587-8972-11ed-ae7b-d7a32ea86a81
  last_name: Vistunou
- first_name: Christoph M
  full_name: Sommer, Christoph M
  id: 4DF26D8C-F248-11E8-B48F-1D18A9856A87
  last_name: Sommer
  orcid: 0000-0003-1216-9105
- first_name: Mojtaba
  full_name: Tavakoli, Mojtaba
  id: 3A0A06F4-F248-11E8-B48F-1D18A9856A87
  last_name: Tavakoli
  orcid: 0000-0002-7667-6854
- first_name: Nathalie
  full_name: Agudelo Duenas, Nathalie
  id: 40E7F008-F248-11E8-B48F-1D18A9856A87
  last_name: Agudelo Duenas
- first_name: Jakob
  full_name: Vorlaufer, Jakob
  id: 937696FA-C996-11E9-8C7C-CF13E6697425
  last_name: Vorlaufer
  orcid: 0009-0000-7590-3501
- first_name: Wiebke
  full_name: Jahr, Wiebke
  id: 425C1CE8-F248-11E8-B48F-1D18A9856A87
  last_name: Jahr
  orcid: 0000-0003-0201-2315
- first_name: Marek
  full_name: Randuch, Marek
  id: 6ac4636d-15b2-11ec-abd3-fb8df79972ae
  last_name: Randuch
- first_name: Alexander J
  full_name: Johnson, Alexander J
  id: 46A62C3A-F248-11E8-B48F-1D18A9856A87
  last_name: Johnson
  orcid: 0000-0002-2739-8843
- first_name: Eva
  full_name: Benková, Eva
  id: 38F4F166-F248-11E8-B48F-1D18A9856A87
  last_name: Benková
  orcid: 0000-0002-8510-9739
- first_name: Jiří
  full_name: Friml, Jiří
  id: 4159519E-F248-11E8-B48F-1D18A9856A87
  last_name: Friml
  orcid: 0000-0002-8302-7596
- first_name: Johann G
  full_name: Danzl, Johann G
  id: 42EFD3B6-F248-11E8-B48F-1D18A9856A87
  last_name: Danzl
  orcid: 0000-0001-8559-3973
citation:
  ama: Gallei MC, Truckenbrodt SM, Kreuzinger C, et al. Super-resolution expansion
    microscopy in plant roots. <i>The Plant Cell</i>. 2025;37(4). doi:<a href="https://doi.org/10.1093/plcell/koaf006">10.1093/plcell/koaf006</a>
  apa: Gallei, M. C., Truckenbrodt, S. M., Kreuzinger, C., Inumella, S., Vistunou,
    V., Sommer, C. M., … Danzl, J. G. (2025). Super-resolution expansion microscopy
    in plant roots. <i>The Plant Cell</i>. Oxford University Press. <a href="https://doi.org/10.1093/plcell/koaf006">https://doi.org/10.1093/plcell/koaf006</a>
  chicago: Gallei, Michelle C, Sven M Truckenbrodt, Caroline Kreuzinger, Syamala Inumella,
    Vitali Vistunou, Christoph M Sommer, Mojtaba Tavakoli, et al. “Super-Resolution
    Expansion Microscopy in Plant Roots.” <i>The Plant Cell</i>. Oxford University
    Press, 2025. <a href="https://doi.org/10.1093/plcell/koaf006">https://doi.org/10.1093/plcell/koaf006</a>.
  ieee: M. C. Gallei <i>et al.</i>, “Super-resolution expansion microscopy in plant
    roots,” <i>The Plant Cell</i>, vol. 37, no. 4. Oxford University Press, 2025.
  ista: Gallei MC, Truckenbrodt SM, Kreuzinger C, Inumella S, Vistunou V, Sommer CM,
    Tavakoli M, Agudelo Duenas N, Vorlaufer J, Jahr W, Randuch M, Johnson AJ, Benková
    E, Friml J, Danzl JG. 2025. Super-resolution expansion microscopy in plant roots.
    The Plant Cell. 37(4), koaf006.
  mla: Gallei, Michelle C., et al. “Super-Resolution Expansion Microscopy in Plant
    Roots.” <i>The Plant Cell</i>, vol. 37, no. 4, koaf006, Oxford University Press,
    2025, doi:<a href="https://doi.org/10.1093/plcell/koaf006">10.1093/plcell/koaf006</a>.
  short: M.C. Gallei, S.M. Truckenbrodt, C. Kreuzinger, S. Inumella, V. Vistunou,
    C.M. Sommer, M. Tavakoli, N. Agudelo Duenas, J. Vorlaufer, W. Jahr, M. Randuch,
    A.J. Johnson, E. Benková, J. Friml, J.G. Danzl, The Plant Cell 37 (2025).
corr_author: '1'
date_created: 2025-02-05T06:52:06Z
date_published: 2025-04-01T00:00:00Z
date_updated: 2026-06-10T08:30:19Z
day: '01'
ddc:
- '580'
department:
- _id: EvBe
- _id: JoDa
- _id: JiFr
doi: 10.1093/plcell/koaf006
ec_funded: 1
external_id:
  isi:
  - '001462763100001'
  pmid:
  - '39792900'
file:
- access_level: open_access
  checksum: 9d3f8218ff37a29f29c48a7bbe831bd3
  content_type: application/pdf
  creator: dernst
  date_created: 2025-07-31T07:03:43Z
  date_updated: 2025-07-31T07:03:43Z
  file_id: '20092'
  file_name: 2025_PlantCell_Gallei.pdf
  file_size: 53904111
  relation: main_file
  success: 1
file_date_updated: 2025-07-31T07:03:43Z
has_accepted_license: '1'
intvolume: '        37'
isi: 1
issue: '4'
language:
- iso: eng
license: https://creativecommons.org/licenses/by/4.0/
month: '04'
oa: 1
oa_version: Published Version
pmid: 1
project:
- _id: 261099A6-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '742985'
  name: Tracing Evolution of Auxin Transport and Polarity in Plants
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
- _id: 269B5B22-B435-11E9-9278-68D0E5697425
  grant_number: ALTF 679-2018
  name: UltraX - achieving sub-nanometer resolution in light microscopy using iterative
    X10 microscopy in combination with nanobodies and STED
- _id: 6285a163-2b32-11ec-9570-8e204ca2dba5
  grant_number: '26137'
  name: Studying Organelle Structure and Function at Nanoscale Resolution with Expansion
    Microscopy
- _id: 26AA4EF2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: W1232-B24
  name: Molecular Drug Targets
publication: The Plant Cell
publication_identifier:
  eissn:
  - 1532-298X
  issn:
  - 1040-4651
publication_status: published
publisher: Oxford University Press
quality_controlled: '1'
related_material:
  record:
  - id: '18689'
    relation: earlier_version
    status: public
  - id: '18837'
    relation: research_data
    status: public
scopus_import: '1'
status: public
title: Super-resolution expansion microscopy in plant roots
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: 37
year: '2025'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '20656'
abstract:
- lang: eng
  text: Phytohormone auxin and its directional transport mediate much of the remarkably
    plastic development of higher plants. Positive feedback between auxin signaling
    and transport is a prerequisite for (1) self-organizing processes, including vascular
    tissue formation, and (2) directional growth responses such as gravitropism. Here,
    we identify a mechanism by which auxin signaling directly targets PIN auxin transporters.
    Via the cell-surface AUXIN-BINDING PROTEIN1 (ABP1)-TRANSMEMBRANE KINASE 1 (TMK1)
    receptor module, auxin rapidly induces phosphorylation and thus stabilization
    of PIN2. Following gravistimulation, initial auxin asymmetry activates autophosphorylation
    of the TMK1 kinase. This induces TMK1 interaction with and phosphorylation of
    PIN2, stabilizing PIN2 at the lower root side, thus reinforcing asymmetric auxin
    flow for root bending. Upstream of TMK1 in this regulation, ABP1 acts redundantly
    with the root-expressed ABP1-LIKE 3 (ABL3) auxin receptor. Such positive feedback
    between cell-surface auxin signaling and PIN-mediated polar auxin transport is
    fundamental for robust root gravitropism and presumably for other self-organizing
    developmental phenomena.
acknowledged_ssus:
- _id: Bio
- _id: LifeSc
acknowledgement: We gratefully acknowledge Tongda Xu for experimental, material, and
  conceptual support. We thank William Gray for providing material, Nataliia Gnyliukh
  and Ema Cervenova for help with manuscript preparation, and Julia Schmid for help
  with cloning. We thank Dolf Weijers, Mark Roosjen, and Andre Kuhn for discussions
  and support with phospho-proteomic analyses. We thank the Bioimaging and Life Science
  facilities at the Institute of Science and Technology Austria (ISTA) for their excellent
  service and assistance. The research leading to these results has received funding
  from the European Union (ERC, CYNIPS, 101142681) and Austrian Science Fund (FWF;
  I 6123-B) to J.F., and Y.J. was funded by ERC no. 3363360-APPL under FP/2007-2013.
  L.R. was supported by the FP7-PEOPLE-2011-COFUND ISTFELLOW program (IC1023FELL01)
  and the European Molecular Biology Organization (EMBO) long-term postdoctoral fellowship
  (ALTF 985-2016). S.T. was supported by the National Natural Science Foundation of
  China (32321001, 32570366). The work of J.H. was supported by the project JG_2024_003
  implemented within the Palacký University Young Researcher Grant.
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Lesia
  full_name: Rodriguez Solovey, Lesia
  id: 3922B506-F248-11E8-B48F-1D18A9856A87
  last_name: Rodriguez Solovey
  orcid: 0000-0002-7244-7237
- first_name: Lukas
  full_name: Fiedler, Lukas
  id: 7c417475-8972-11ed-ae7b-8b674ca26986
  last_name: Fiedler
- first_name: Minxia
  full_name: Zou, Minxia
  id: 5c243f41-03f3-11ec-841c-96faf48a7ef9
  last_name: Zou
- first_name: Caterina
  full_name: Giannini, Caterina
  id: e3fdddd5-f6e0-11ea-865d-ca99ee6367f4
  last_name: Giannini
- first_name: Aline
  full_name: Monzer, Aline
  id: 2DB5D88C-D7B3-11E9-B8FD-7907E6697425
  last_name: Monzer
- first_name: Dmitrii
  full_name: Vladimirtsev, Dmitrii
  id: 60466724-5355-11ee-ae5a-fa55e8f99c3d
  last_name: Vladimirtsev
- first_name: Marek
  full_name: Randuch, Marek
  id: 6ac4636d-15b2-11ec-abd3-fb8df79972ae
  last_name: Randuch
- first_name: Yongfan
  full_name: Yu, Yongfan
  last_name: Yu
- first_name: Zuzana
  full_name: Gelová, Zuzana
  id: 0AE74790-0E0B-11E9-ABC7-1ACFE5697425
  last_name: Gelová
  orcid: 0000-0003-4783-1752
- first_name: Inge
  full_name: Verstraeten, Inge
  id: 362BF7FE-F248-11E8-B48F-1D18A9856A87
  last_name: Verstraeten
  orcid: 0000-0001-7241-2328
- first_name: Jakub
  full_name: Hajny, Jakub
  id: 4800CC20-F248-11E8-B48F-1D18A9856A87
  last_name: Hajny
  orcid: 0000-0003-2140-7195
- first_name: Meng
  full_name: Chen, Meng
  last_name: Chen
- first_name: Shutang
  full_name: Tan, Shutang
  id: 2DE75584-F248-11E8-B48F-1D18A9856A87
  last_name: Tan
  orcid: 0000-0002-0471-8285
- first_name: Lukas
  full_name: Hörmayer, Lukas
  id: 2EEE7A2A-F248-11E8-B48F-1D18A9856A87
  last_name: Hörmayer
  orcid: 0000-0001-8295-2926
- first_name: Lanxin
  full_name: Li, Lanxin
  id: 367EF8FA-F248-11E8-B48F-1D18A9856A87
  last_name: Li
  orcid: 0000-0002-5607-272X
- first_name: Maria Mar
  full_name: Marques-Bueno, Maria Mar
  last_name: Marques-Bueno
- first_name: Zainab
  full_name: Quddoos, Zainab
  id: 32ff3c64-04a0-11f0-a50f-d0c45bfac466
  last_name: Quddoos
- first_name: Gergely
  full_name: Molnar, Gergely
  id: 34F1AF46-F248-11E8-B48F-1D18A9856A87
  last_name: Molnar
- first_name: Ivan
  full_name: Kulich, Ivan
  id: 57a1567c-8314-11eb-9063-c9ddc3451a54
  last_name: Kulich
- first_name: Yvon
  full_name: Jaillais, Yvon
  last_name: Jaillais
- first_name: Jiří
  full_name: Friml, Jiří
  id: 4159519E-F248-11E8-B48F-1D18A9856A87
  last_name: Friml
  orcid: 0000-0002-8302-7596
citation:
  ama: Rodriguez Solovey L, Fiedler L, Zou M, et al. ABP1/ABL3-TMK1 cell-surface auxin
    signaling targets PIN2-mediated auxin fluxes for root gravitropism. <i>Cell</i>.
    2025;188(22):6138-6150.e17. doi:<a href="https://doi.org/10.1016/j.cell.2025.08.026">10.1016/j.cell.2025.08.026</a>
  apa: Rodriguez Solovey, L., Fiedler, L., Zou, M., Giannini, C., Monzer, A., Vladimirtsev,
    D., … Friml, J. (2025). ABP1/ABL3-TMK1 cell-surface auxin signaling targets PIN2-mediated
    auxin fluxes for root gravitropism. <i>Cell</i>. Elsevier. <a href="https://doi.org/10.1016/j.cell.2025.08.026">https://doi.org/10.1016/j.cell.2025.08.026</a>
  chicago: Rodriguez Solovey, Lesia, Lukas Fiedler, Minxia Zou, Caterina Giannini,
    Aline Monzer, Dmitrii Vladimirtsev, Marek Randuch, et al. “ABP1/ABL3-TMK1 Cell-Surface
    Auxin Signaling Targets PIN2-Mediated Auxin Fluxes for Root Gravitropism.” <i>Cell</i>.
    Elsevier, 2025. <a href="https://doi.org/10.1016/j.cell.2025.08.026">https://doi.org/10.1016/j.cell.2025.08.026</a>.
  ieee: L. Rodriguez Solovey <i>et al.</i>, “ABP1/ABL3-TMK1 cell-surface auxin signaling
    targets PIN2-mediated auxin fluxes for root gravitropism,” <i>Cell</i>, vol. 188,
    no. 22. Elsevier, p. 6138–6150.e17, 2025.
  ista: Rodriguez Solovey L, Fiedler L, Zou M, Giannini C, Monzer A, Vladimirtsev
    D, Randuch M, Yu Y, Gelová Z, Verstraeten I, Hajny J, Chen M, Tan S, Hörmayer
    L, Li L, Marques-Bueno MM, Quddoos Z, Molnar G, Kulich I, Jaillais Y, Friml J.
    2025. ABP1/ABL3-TMK1 cell-surface auxin signaling targets PIN2-mediated auxin
    fluxes for root gravitropism. Cell. 188(22), 6138–6150.e17.
  mla: Rodriguez Solovey, Lesia, et al. “ABP1/ABL3-TMK1 Cell-Surface Auxin Signaling
    Targets PIN2-Mediated Auxin Fluxes for Root Gravitropism.” <i>Cell</i>, vol. 188,
    no. 22, Elsevier, 2025, p. 6138–6150.e17, doi:<a href="https://doi.org/10.1016/j.cell.2025.08.026">10.1016/j.cell.2025.08.026</a>.
  short: L. Rodriguez Solovey, L. Fiedler, M. Zou, C. Giannini, A. Monzer, D. Vladimirtsev,
    M. Randuch, Y. Yu, Z. Gelová, I. Verstraeten, J. Hajny, M. Chen, S. Tan, L. Hörmayer,
    L. Li, M.M. Marques-Bueno, Z. Quddoos, G. Molnar, I. Kulich, Y. Jaillais, J. Friml,
    Cell 188 (2025) 6138–6150.e17.
corr_author: '1'
date_created: 2025-11-19T09:44:31Z
date_published: 2025-10-30T00:00:00Z
date_updated: 2026-07-06T12:51:13Z
day: '30'
ddc:
- '580'
department:
- _id: JiFr
- _id: XiFe
doi: 10.1016/j.cell.2025.08.026
ec_funded: 1
external_id:
  isi:
  - '001616077900005'
  pmid:
  - '41043433'
file:
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has_accepted_license: '1'
intvolume: '       188'
isi: 1
issue: '22'
language:
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month: '10'
oa: 1
oa_version: Published Version
page: 6138-6150.e17
pmid: 1
project:
- _id: 8f347782-16d5-11f0-9cad-8c19706ee739
  grant_number: '101142681'
  name: Cyclic nucleotides as second messengers in plants
- _id: bd76d395-d553-11ed-ba76-f678c14f9033
  grant_number: I06123
  name: Peptide receptors for auxin canalization in Arabidopsis
- _id: 26060676-B435-11E9-9278-68D0E5697425
  grant_number: ALTF 985-2016
  name: Cell surface receptor complexes for auxin signaling in plants
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
publication: Cell
publication_identifier:
  issn:
  - 0092-8674
publication_status: published
publisher: Elsevier
quality_controlled: '1'
related_material:
  record:
  - id: '19399'
    relation: earlier_version
    status: public
status: public
title: ABP1/ABL3-TMK1 cell-surface auxin signaling targets PIN2-mediated auxin fluxes
  for root gravitropism
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: 188
year: '2025'
...
---
OA_place: repository
OA_type: green
_id: '19399'
abstract:
- lang: eng
  text: Phytohormone auxin and its directional transport mediate much of the remarkably
    plastic development of higher plants. Positive feedback between auxin signaling
    and transport is a key prerequisite for (i) self-organizing processes including
    vascular tissue formation and (ii) directional growth responses such as gravitropism.
    Here we identify a mechanism, by which auxin signaling directly targets PIN auxin
    transporters. Via the cell-surface ABP1-TMK1 receptor module, auxin rapidly induces
    phosphorylation and thus stabilization of PIN2. Following gravistimulation, initial
    auxin asymmetry activates autophosphorylation of the TMK1 kinase. This induces
    TMK1 interaction with and phosphorylation of PIN2, stabilizing PIN2 at the lower
    root side, thus reinforcing asymmetric auxin flow for root bending. Upstream of
    TMK1 in this regulation, ABP1 acts redundantly with the root-expressed ABP1-LIKE
    auxin receptor ABL3. Such positive feedback between cell-surface auxin signaling
    and PIN-mediated polar auxin transport is fundamental for robust root gravitropism
    and presumably also for other self-organizing developmental phenomena.
acknowledged_ssus:
- _id: Bio
- _id: LifeSc
acknowledgement: 'We thank W. Gray for providing material; N. Gnyliukh and E. Cervenova
  for help with manuscript preparation; J. Schmid for help with cloning. We thank
  Dolf Weijers, Mark Roosjen, and Andre Kuhn for discussions and support with phospho-proteomic
  analyses. We thank the Bioimaging and Life Science facilities at ISTA for their
  excellent service and assistance. The research leading to these results has received
  funding from the European Research Council (ERC) under the European Union’s Horizon
  2020 research and innovation program grant agreement No 742985 and Austrian Science
  Fund (FWF): I3630-775 B25 to J.F; National Natural Science Foundation of China (Grant
  32130010, 31422008), start-up funds from FAFU to T.X., Y.J. was funded by ERC no.
  3363360-APPL under FP/2007-2013. L.R. was supported by FP7-PEOPLE-2011-COFUND ISTFELLOW
  program (IC1023FELL01) and the European Molecular Biology Organization (EMBO) long-term
  postdoctoral fellowship (ALTF 985- 2016). S.T. was supported by the National Natural
  Science Foundation of China (32321001).'
article_processing_charge: No
author:
- first_name: Lesia
  full_name: Rodriguez Solovey, Lesia
  id: 3922B506-F248-11E8-B48F-1D18A9856A87
  last_name: Rodriguez Solovey
  orcid: 0000-0002-7244-7237
- first_name: Lukas
  full_name: Fiedler, Lukas
  id: 7c417475-8972-11ed-ae7b-8b674ca26986
  last_name: Fiedler
- first_name: Minxia
  full_name: Zou, Minxia
  id: 5c243f41-03f3-11ec-841c-96faf48a7ef9
  last_name: Zou
- first_name: Caterina
  full_name: Giannini, Caterina
  id: e3fdddd5-f6e0-11ea-865d-ca99ee6367f4
  last_name: Giannini
- first_name: Aline
  full_name: Monzer, Aline
  id: 2DB5D88C-D7B3-11E9-B8FD-7907E6697425
  last_name: Monzer
- first_name: Dmitrii
  full_name: Vladimirtsev, Dmitrii
  id: 60466724-5355-11ee-ae5a-fa55e8f99c3d
  last_name: Vladimirtsev
- first_name: Marek
  full_name: Randuch, Marek
  id: 6ac4636d-15b2-11ec-abd3-fb8df79972ae
  last_name: Randuch
- first_name: Yongfan
  full_name: Yu, Yongfan
  last_name: Yu
- first_name: Zuzana
  full_name: Gelová, Zuzana
  id: 0AE74790-0E0B-11E9-ABC7-1ACFE5697425
  last_name: Gelová
  orcid: 0000-0003-4783-1752
- first_name: Inge
  full_name: Verstraeten, Inge
  id: 362BF7FE-F248-11E8-B48F-1D18A9856A87
  last_name: Verstraeten
  orcid: 0000-0001-7241-2328
- first_name: Jakub
  full_name: Hajny, Jakub
  id: 4800CC20-F248-11E8-B48F-1D18A9856A87
  last_name: Hajny
  orcid: 0000-0003-2140-7195
- first_name: Meng
  full_name: Chen, Meng
  last_name: Chen
- first_name: Shutang
  full_name: Tan, Shutang
  id: 2DE75584-F248-11E8-B48F-1D18A9856A87
  last_name: Tan
  orcid: 0000-0002-0471-8285
- first_name: Lukas
  full_name: Hörmayer, Lukas
  id: 2EEE7A2A-F248-11E8-B48F-1D18A9856A87
  last_name: Hörmayer
  orcid: 0000-0001-8295-2926
- first_name: Lanxin
  full_name: Li, Lanxin
  id: 367EF8FA-F248-11E8-B48F-1D18A9856A87
  last_name: Li
  orcid: 0000-0002-5607-272X
- first_name: Maria Mar
  full_name: Marques-Bueno, Maria Mar
  last_name: Marques-Bueno
- first_name: Zainab
  full_name: Quddoos, Zainab
  id: 32ff3c64-04a0-11f0-a50f-d0c45bfac466
  last_name: Quddoos
- first_name: Gergely
  full_name: Molnar, Gergely
  id: 34F1AF46-F248-11E8-B48F-1D18A9856A87
  last_name: Molnar
- first_name: Tongda
  full_name: Xu, Tongda
  last_name: Xu
- first_name: Ivan
  full_name: Kulich, Ivan
  id: 57a1567c-8314-11eb-9063-c9ddc3451a54
  last_name: Kulich
- first_name: Yvon
  full_name: Jaillais, Yvon
  last_name: Jaillais
- first_name: Jiří
  full_name: Friml, Jiří
  id: 4159519E-F248-11E8-B48F-1D18A9856A87
  last_name: Friml
  orcid: 0000-0002-8302-7596
citation:
  ama: Rodriguez Solovey L, Fiedler L, Zou M, et al. ABP1/ABL3-TMK1 cell-surface auxin
    signaling directly targets PIN2-mediated auxin fluxes for root gravitropism. <i>bioRxiv</i>.
    doi:<a href="https://doi.org/10.1101/2022.11.30.518503">10.1101/2022.11.30.518503</a>
  apa: Rodriguez Solovey, L., Fiedler, L., Zou, M., Giannini, C., Monzer, A., Vladimirtsev,
    D., … Friml, J. (n.d.). ABP1/ABL3-TMK1 cell-surface auxin signaling directly targets
    PIN2-mediated auxin fluxes for root gravitropism. <i>bioRxiv</i>. <a href="https://doi.org/10.1101/2022.11.30.518503">https://doi.org/10.1101/2022.11.30.518503</a>
  chicago: Rodriguez Solovey, Lesia, Lukas Fiedler, Minxia Zou, Caterina Giannini,
    Aline Monzer, Dmitrii Vladimirtsev, Marek Randuch, et al. “ABP1/ABL3-TMK1 Cell-Surface
    Auxin Signaling Directly Targets PIN2-Mediated Auxin Fluxes for Root Gravitropism.”
    <i>BioRxiv</i>, n.d. <a href="https://doi.org/10.1101/2022.11.30.518503">https://doi.org/10.1101/2022.11.30.518503</a>.
  ieee: L. Rodriguez Solovey <i>et al.</i>, “ABP1/ABL3-TMK1 cell-surface auxin signaling
    directly targets PIN2-mediated auxin fluxes for root gravitropism,” <i>bioRxiv</i>.
    .
  ista: Rodriguez Solovey L, Fiedler L, Zou M, Giannini C, Monzer A, Vladimirtsev
    D, Randuch M, Yu Y, Gelová Z, Verstraeten I, Hajny J, Chen M, Tan S, Hörmayer
    L, Li L, Marques-Bueno MM, Quddoos Z, Molnar G, Xu T, Kulich I, Jaillais Y, Friml
    J. ABP1/ABL3-TMK1 cell-surface auxin signaling directly targets PIN2-mediated
    auxin fluxes for root gravitropism. bioRxiv, <a href="https://doi.org/10.1101/2022.11.30.518503">10.1101/2022.11.30.518503</a>.
  mla: Rodriguez Solovey, Lesia, et al. “ABP1/ABL3-TMK1 Cell-Surface Auxin Signaling
    Directly Targets PIN2-Mediated Auxin Fluxes for Root Gravitropism.” <i>BioRxiv</i>,
    doi:<a href="https://doi.org/10.1101/2022.11.30.518503">10.1101/2022.11.30.518503</a>.
  short: L. Rodriguez Solovey, L. Fiedler, M. Zou, C. Giannini, A. Monzer, D. Vladimirtsev,
    M. Randuch, Y. Yu, Z. Gelová, I. Verstraeten, J. Hajny, M. Chen, S. Tan, L. Hörmayer,
    L. Li, M.M. Marques-Bueno, Z. Quddoos, G. Molnar, T. Xu, I. Kulich, Y. Jaillais,
    J. Friml, BioRxiv (n.d.).
corr_author: '1'
das_tickbox: '1'
date_created: 2025-03-13T08:36:48Z
date_published: 2025-02-20T00:00:00Z
date_updated: 2026-07-06T12:51:14Z
day: '20'
ddc:
- '580'
department:
- _id: JiFr
- _id: XiFe
doi: 10.1101/2022.11.30.518503
ec_funded: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1101/2022.11.30.518503
month: '02'
oa: 1
oa_version: Published Version
project:
- _id: 261099A6-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '742985'
  name: Tracing Evolution of Auxin Transport and Polarity in Plants
- _id: 26538374-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: I03630
  name: Molecular mechanisms of endocytic cargo recognition in plants
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
- _id: 26060676-B435-11E9-9278-68D0E5697425
  grant_number: ALTF 985-2016
  name: Cell surface receptor complexes for auxin signaling in plants
publication: bioRxiv
publication_status: draft
related_material:
  record:
  - id: '20656'
    relation: later_version
    status: public
  - id: '19395'
    relation: dissertation_contains
    status: public
  - id: '20364'
    relation: dissertation_contains
    status: public
status: public
title: ABP1/ABL3-TMK1 cell-surface auxin signaling directly targets PIN2-mediated
  auxin fluxes for root gravitropism
type: preprint
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2025'
...
---
_id: '15374'
abstract:
- lang: eng
  text: Clathrin-mediated endocytosis (CME) is an essential process of cargo uptake
    operating in all eukaryotes. In animals and yeast, BAR-SH3 domain proteins, endophilins
    and amphiphysins, function at the conclusion of CME to recruit factors for vesicle
    scission and uncoating. Arabidopsis thaliana contains the BAR-SH3 domain proteins
    SH3P1–SH3P3, but their role is poorly understood. Here, we identify SH3Ps as functional
    homologs of endophilin/amphiphysin. SH3P1–SH3P3 bind to discrete foci at the plasma
    membrane (PM), and SH3P2 recruits late to a subset of clathrin-coated pits. The
    SH3P2 PM recruitment pattern is nearly identical to its interactor, a putative
    uncoating factor, AUXILIN-LIKE1. Notably, SH3P1–SH3P3 are required for most of
    AUXILIN-LIKE1 recruitment to the PM. This indicates a plant-specific modification
    of CME, where BAR-SH3 proteins recruit auxilin-like uncoating factors rather than
    the uncoating phosphatases, synaptojanins. SH3P1–SH3P3 act redundantly in overall
    CME with the plant-specific endocytic adaptor TPLATE complex but not due to an
    SH3 domain in its TASH3 subunit.
acknowledgement: 'The authors wish to acknowledge Dr. Daniel van Damme for mRuby3/pDONRP2rP3
  and Prof. Qi-Jun Chen for sharing plasmids used for CRISPR-Cas9 mutagenesis. This
  work was supported by the Austrian Science Fund (FWF): I 3630-B25.'
article_number: '114195'
article_processing_charge: Yes
article_type: original
author:
- first_name: Maciek
  full_name: Adamowski, Maciek
  id: 45F536D2-F248-11E8-B48F-1D18A9856A87
  last_name: Adamowski
  orcid: 0000-0001-6463-5257
- first_name: Marek
  full_name: Randuch, Marek
  id: 6ac4636d-15b2-11ec-abd3-fb8df79972ae
  last_name: Randuch
- first_name: Ivana
  full_name: Matijevic, Ivana
  id: 83c17ce3-15b2-11ec-abd3-f486545870bd
  last_name: Matijevic
- first_name: Madhumitha
  full_name: Narasimhan, Madhumitha
  id: 44BF24D0-F248-11E8-B48F-1D18A9856A87
  last_name: Narasimhan
  orcid: 0000-0002-8600-0671
- first_name: Jiří
  full_name: Friml, Jiří
  id: 4159519E-F248-11E8-B48F-1D18A9856A87
  last_name: Friml
  orcid: 0000-0002-8302-7596
citation:
  ama: Adamowski M, Randuch M, Matijevic I, Narasimhan M, Friml J. SH3Ps recruit auxilin-like
    vesicle uncoating factors for clathrin-mediated endocytosis. <i>Cell Reports</i>.
    2024;43(5). doi:<a href="https://doi.org/10.1016/j.celrep.2024.114195">10.1016/j.celrep.2024.114195</a>
  apa: Adamowski, M., Randuch, M., Matijevic, I., Narasimhan, M., &#38; Friml, J.
    (2024). SH3Ps recruit auxilin-like vesicle uncoating factors for clathrin-mediated
    endocytosis. <i>Cell Reports</i>. Cell Press. <a href="https://doi.org/10.1016/j.celrep.2024.114195">https://doi.org/10.1016/j.celrep.2024.114195</a>
  chicago: Adamowski, Maciek, Marek Randuch, Ivana Matijevic, Madhumitha Narasimhan,
    and Jiří Friml. “SH3Ps Recruit Auxilin-like Vesicle Uncoating Factors for Clathrin-Mediated
    Endocytosis.” <i>Cell Reports</i>. Cell Press, 2024. <a href="https://doi.org/10.1016/j.celrep.2024.114195">https://doi.org/10.1016/j.celrep.2024.114195</a>.
  ieee: M. Adamowski, M. Randuch, I. Matijevic, M. Narasimhan, and J. Friml, “SH3Ps
    recruit auxilin-like vesicle uncoating factors for clathrin-mediated endocytosis,”
    <i>Cell Reports</i>, vol. 43, no. 5. Cell Press, 2024.
  ista: Adamowski M, Randuch M, Matijevic I, Narasimhan M, Friml J. 2024. SH3Ps recruit
    auxilin-like vesicle uncoating factors for clathrin-mediated endocytosis. Cell
    Reports. 43(5), 114195.
  mla: Adamowski, Maciek, et al. “SH3Ps Recruit Auxilin-like Vesicle Uncoating Factors
    for Clathrin-Mediated Endocytosis.” <i>Cell Reports</i>, vol. 43, no. 5, 114195,
    Cell Press, 2024, doi:<a href="https://doi.org/10.1016/j.celrep.2024.114195">10.1016/j.celrep.2024.114195</a>.
  short: M. Adamowski, M. Randuch, I. Matijevic, M. Narasimhan, J. Friml, Cell Reports
    43 (2024).
corr_author: '1'
date_created: 2024-05-12T22:01:01Z
date_published: 2024-05-28T00:00:00Z
date_updated: 2025-09-08T07:23:07Z
day: '28'
ddc:
- '580'
department:
- _id: JiFr
- _id: MaLo
doi: 10.1016/j.celrep.2024.114195
external_id:
  isi:
  - '001240362800001'
  pmid:
  - '38717900'
file:
- access_level: open_access
  checksum: a06bb85be4fc765c51554d27ee2da802
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  creator: dernst
  date_created: 2024-05-13T12:11:22Z
  date_updated: 2024-05-13T12:11:22Z
  file_id: '15387'
  file_name: 2024_CellReports_Adamowski.pdf
  file_size: 5698598
  relation: main_file
  success: 1
file_date_updated: 2024-05-13T12:11:22Z
has_accepted_license: '1'
intvolume: '        43'
isi: 1
issue: '5'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
pmid: 1
project:
- _id: 26538374-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: I03630
  name: Molecular mechanisms of endocytic cargo recognition in plants
publication: Cell Reports
publication_identifier:
  eissn:
  - 2211-1247
publication_status: published
publisher: Cell Press
quality_controlled: '1'
scopus_import: '1'
status: public
title: SH3Ps recruit auxilin-like vesicle uncoating factors for clathrin-mediated
  endocytosis
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 43
year: '2024'
...
---
OA_place: repository
_id: '18689'
abstract:
- lang: eng
  text: Multiplexed fluorescence microscopy imaging is widely used in biomedical applications.
    However, simultaneous imaging of multiple fluorophores can result in spectral
    leaks and overlapping, which greatly degrades image quality and subsequent analysis.
    Existing popular spectral unmixing methods are mainly based on computational intensive
    linear models and the performance is heavily dependent on the reference spectra,
    which may greatly preclude its further applications. In this paper, we propose
    a deep learning-based blindly spectral unmixing method, termed AutoUnmix, to imitate
    the physical spectral mixing process. A tranfer learning framework is further
    devised to allow our AutoUnmix adapting to a variety of imaging systems without
    retraining the network. Our proposed method has demonstrated real-time unmixing
    capabilities, surpassing existing methods by up to 100-fold in terms of unmixing
    speed. We further validate the reconstruction performance on both synthetic datasets
    and biological samples. The unmixing results of AutoUnmix achieve a highest SSIM
    of 0.99 in both three- and four-color imaging, with nearly up to 20% higher than
    other popular unmixing methods. Due to the desirable property of data independency
    and superior blind unmixing performance, we believe AutoUnmix is a powerful tool
    to study the interaction process of different organelles labeled by multiple fluorophores.
acknowledged_ssus:
- _id: Bio
- _id: LifeSc
- _id: M-Shop
- _id: E-Lib
acknowledgement: "We gratefully acknowledge support by the Scientific Service Units
  at ISTA, including the Imaging and Optics and Lab Support facilities and the mechanical
  workshop and Library. We thank Philipp Velicky for STED microscope alignment.\r\n\r\nThis
  project has received funding from the Austrian Science Fund (FWF): I 3630-B25 (J.G.D)
  and the European Research Council (ERC) under the European Union’s Horizon 2020
  research and innovation programme (grant agreement No 742985, J.F.). It has also
  received funding from the European Union’s Horizon 2020 research and innovation
  programme under the Marie Skłodowska-Curie Grant Agreement No. 665385. S.T. has
  received funding as an ISTplus Fellow from the European Union’s Horizon 2020 Research
  and Innovation Programme under Marie Skłodowska-Curie grant agreement no. 754411
  and from an EMBO Long-Term Fellowship (grant number ALTF 679-2018). It has further
  received funding from the Austrian Science Fund (FWF) grant DK W1232 (M.T, N.A-D.,
  J.G.D). W.J. received funding via a Human Frontier Science Program postdoctoral
  fellowship LT000557/2018.\r\n\r\nThe funders had no role in study design, data collection
  and analysis, decision to publish or preparation of the manuscript."
article_processing_charge: No
author:
- first_name: Michelle C
  full_name: Gallei, Michelle C
  id: 35A03822-F248-11E8-B48F-1D18A9856A87
  last_name: Gallei
  orcid: 0000-0003-1286-7368
- first_name: Sven M
  full_name: Truckenbrodt, Sven M
  id: 45812BD4-F248-11E8-B48F-1D18A9856A87
  last_name: Truckenbrodt
- first_name: Caroline
  full_name: Kreuzinger, Caroline
  id: 382077BA-F248-11E8-B48F-1D18A9856A87
  last_name: Kreuzinger
- first_name: Syamala
  full_name: Inumella, Syamala
  id: F8660870-D756-11E9-98C5-34DFE5697425
  last_name: Inumella
  orcid: 0009-0002-5890-120X
- first_name: Vitali
  full_name: Vistunou, Vitali
  id: 7e146587-8972-11ed-ae7b-d7a32ea86a81
  last_name: Vistunou
- first_name: Christoph M
  full_name: Sommer, Christoph M
  id: 4DF26D8C-F248-11E8-B48F-1D18A9856A87
  last_name: Sommer
  orcid: 0000-0003-1216-9105
- first_name: Mojtaba
  full_name: Tavakoli, Mojtaba
  id: 3A0A06F4-F248-11E8-B48F-1D18A9856A87
  last_name: Tavakoli
  orcid: 0000-0002-7667-6854
- first_name: Nathalie
  full_name: Agudelo Duenas, Nathalie
  id: 40E7F008-F248-11E8-B48F-1D18A9856A87
  last_name: Agudelo Duenas
- first_name: Jakob
  full_name: Vorlaufer, Jakob
  id: 937696FA-C996-11E9-8C7C-CF13E6697425
  last_name: Vorlaufer
  orcid: 0009-0000-7590-3501
- first_name: Wiebke
  full_name: Jahr, Wiebke
  id: 425C1CE8-F248-11E8-B48F-1D18A9856A87
  last_name: Jahr
  orcid: 0000-0003-0201-2315
- first_name: Marek
  full_name: Randuch, Marek
  id: 6ac4636d-15b2-11ec-abd3-fb8df79972ae
  last_name: Randuch
- first_name: Alexander J
  full_name: Johnson, Alexander J
  id: 46A62C3A-F248-11E8-B48F-1D18A9856A87
  last_name: Johnson
  orcid: 0000-0002-2739-8843
- first_name: Eva
  full_name: Benková, Eva
  id: 38F4F166-F248-11E8-B48F-1D18A9856A87
  last_name: Benková
  orcid: 0000-0002-8510-9739
- first_name: Jiří
  full_name: Friml, Jiří
  id: 4159519E-F248-11E8-B48F-1D18A9856A87
  last_name: Friml
  orcid: 0000-0002-8302-7596
- first_name: Johann G
  full_name: Danzl, Johann G
  id: 42EFD3B6-F248-11E8-B48F-1D18A9856A87
  last_name: Danzl
  orcid: 0000-0001-8559-3973
citation:
  ama: Gallei MC, Truckenbrodt SM, Kreuzinger C, et al. Super-resolution expansion
    microscopy in plant roots. <i>bioRxiv</i>. doi:<a href="https://doi.org/10.1101/2024.02.21.581330">10.1101/2024.02.21.581330</a>
  apa: Gallei, M. C., Truckenbrodt, S. M., Kreuzinger, C., Inumella, S., Vistunou,
    V., Sommer, C. M., … Danzl, J. G. (n.d.). Super-resolution expansion microscopy
    in plant roots. <i>bioRxiv</i>. <a href="https://doi.org/10.1101/2024.02.21.581330">https://doi.org/10.1101/2024.02.21.581330</a>
  chicago: Gallei, Michelle C, Sven M Truckenbrodt, Caroline Kreuzinger, Syamala Inumella,
    Vitali Vistunou, Christoph M Sommer, Mojtaba Tavakoli, et al. “Super-Resolution
    Expansion Microscopy in Plant Roots.” <i>BioRxiv</i>, n.d. <a href="https://doi.org/10.1101/2024.02.21.581330">https://doi.org/10.1101/2024.02.21.581330</a>.
  ieee: M. C. Gallei <i>et al.</i>, “Super-resolution expansion microscopy in plant
    roots,” <i>bioRxiv</i>. .
  ista: Gallei MC, Truckenbrodt SM, Kreuzinger C, Inumella S, Vistunou V, Sommer CM,
    Tavakoli M, Agudelo Duenas N, Vorlaufer J, Jahr W, Randuch M, Johnson AJ, Benková
    E, Friml J, Danzl JG. Super-resolution expansion microscopy in plant roots. bioRxiv,
    <a href="https://doi.org/10.1101/2024.02.21.581330">10.1101/2024.02.21.581330</a>.
  mla: Gallei, Michelle C., et al. “Super-Resolution Expansion Microscopy in Plant
    Roots.” <i>BioRxiv</i>, doi:<a href="https://doi.org/10.1101/2024.02.21.581330">10.1101/2024.02.21.581330</a>.
  short: M.C. Gallei, S.M. Truckenbrodt, C. Kreuzinger, S. Inumella, V. Vistunou,
    C.M. Sommer, M. Tavakoli, N. Agudelo Duenas, J. Vorlaufer, W. Jahr, M. Randuch,
    A.J. Johnson, E. Benková, J. Friml, J.G. Danzl, BioRxiv (n.d.).
corr_author: '1'
date_created: 2024-12-19T12:28:00Z
date_published: 2024-02-21T00:00:00Z
date_updated: 2026-04-07T12:56:36Z
day: '21'
department:
- _id: EvBe
- _id: JoDa
- _id: JiFr
doi: 10.1101/2024.02.21.581330
ec_funded: 1
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc/4.0/
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1101/2024.02.21.581330
month: '02'
oa: 1
oa_version: Preprint
project:
- _id: 261099A6-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '742985'
  name: Tracing Evolution of Auxin Transport and Polarity in Plants
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
- _id: 26AA4EF2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: W1232-B24
  name: Molecular Drug Targets
- _id: 269B5B22-B435-11E9-9278-68D0E5697425
  grant_number: ALTF 679-2018
  name: UltraX - achieving sub-nanometer resolution in light microscopy using iterative
    X10 microscopy in combination with nanobodies and STED
publication: bioRxiv
publication_status: draft
related_material:
  record:
  - id: '19003'
    relation: later_version
    status: public
  - id: '18681'
    relation: dissertation_contains
    status: public
status: public
title: Super-resolution expansion microscopy in plant roots
tmp:
  image: /images/cc_by_nc.png
  legal_code_url: https://creativecommons.org/licenses/by-nc/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)
  short: CC BY-NC (4.0)
type: preprint
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2024'
...
---
_id: '12291'
abstract:
- lang: eng
  text: The phytohormone auxin triggers transcriptional reprogramming through a well-characterized
    perception machinery in the nucleus. By contrast, mechanisms that underlie fast
    effects of auxin, such as the regulation of ion fluxes, rapid phosphorylation
    of proteins or auxin feedback on its transport, remain unclear1,2,3. Whether auxin-binding
    protein 1 (ABP1) is an auxin receptor has been a source of debate for decades1,4.
    Here we show that a fraction of Arabidopsis thaliana ABP1 is secreted and binds
    auxin specifically at an acidic pH that is typical of the apoplast. ABP1 and its
    plasma-membrane-localized partner, transmembrane kinase 1 (TMK1), are required
    for the auxin-induced ultrafast global phospho-response and for downstream processes
    that include the activation of H+-ATPase and accelerated cytoplasmic streaming.
    abp1 and tmk mutants cannot establish auxin-transporting channels and show defective
    auxin-induced vasculature formation and regeneration. An ABP1(M2X) variant that
    lacks the capacity to bind auxin is unable to complement these defects in abp1
    mutants. These data indicate that ABP1 is the auxin receptor for TMK1-based cell-surface
    signalling, which mediates the global phospho-response and auxin canalization.
acknowledged_ssus:
- _id: Bio
- _id: EM-Fac
- _id: LifeSc
acknowledgement: We acknowledge K. Kubiasová for excellent technical assistance, J.
  Neuhold, A. Lehner and A. Sedivy for technical assistance with protein production
  and purification at Vienna Biocenter Core Facilities; Creoptix for performing GCI;
  and the Bioimaging, Electron Microscopy and Life Science Facilities at ISTA, the
  Plant Sciences Core Facility of CEITEC Masaryk University, the Core Facility CELLIM
  (MEYS CR, LM2018129 Czech-BioImaging) and J. Sprakel for their assistance. J.F.
  is grateful to R. Napier for many insightful suggestions and support. We thank all
  past and present members of the Friml group for their support and for other contributions
  to this effort to clarify the controversial role of ABP1 over the past seven years.
  The project received funding from the European Research Council (ERC) under the
  European Union’s Horizon 2020 research and innovation program (grant agreement no.
  742985 to J.F. and 833867 to D.W.); the Austrian Science Fund (FWF; P29988 to J.F.);
  the Netherlands Organization for Scientific Research (NWO; VICI grant 865.14.001
  to D.W. and VENI grant VI.Veni.212.003 to A.K.); the Ministry of Education, Science
  and Technological Development of the Republic of Serbia (contract no. 451-03-68/2022-14/200053
  to B.D.Ž.); and the MEXT/JSPS KAKENHI to K.T. (20K06685) and T.K. (20H05687 and
  20H05910).
article_processing_charge: No
article_type: original
author:
- first_name: Jiří
  full_name: Friml, Jiří
  id: 4159519E-F248-11E8-B48F-1D18A9856A87
  last_name: Friml
  orcid: 0000-0002-8302-7596
- first_name: Michelle C
  full_name: Gallei, Michelle C
  id: 35A03822-F248-11E8-B48F-1D18A9856A87
  last_name: Gallei
  orcid: 0000-0003-1286-7368
- first_name: Zuzana
  full_name: Gelová, Zuzana
  id: 0AE74790-0E0B-11E9-ABC7-1ACFE5697425
  last_name: Gelová
  orcid: 0000-0003-4783-1752
- first_name: Alexander J
  full_name: Johnson, Alexander J
  id: 46A62C3A-F248-11E8-B48F-1D18A9856A87
  last_name: Johnson
  orcid: 0000-0002-2739-8843
- first_name: Ewa
  full_name: Mazur, Ewa
  last_name: Mazur
- first_name: Aline
  full_name: Monzer, Aline
  id: 2DB5D88C-D7B3-11E9-B8FD-7907E6697425
  last_name: Monzer
- first_name: Lesia
  full_name: Rodriguez Solovey, Lesia
  id: 3922B506-F248-11E8-B48F-1D18A9856A87
  last_name: Rodriguez Solovey
  orcid: 0000-0002-7244-7237
- first_name: Mark
  full_name: Roosjen, Mark
  last_name: Roosjen
- first_name: Inge
  full_name: Verstraeten, Inge
  id: 362BF7FE-F248-11E8-B48F-1D18A9856A87
  last_name: Verstraeten
  orcid: 0000-0001-7241-2328
- first_name: Branka D.
  full_name: Živanović, Branka D.
  last_name: Živanović
- first_name: Minxia
  full_name: Zou, Minxia
  id: 5c243f41-03f3-11ec-841c-96faf48a7ef9
  last_name: Zou
- first_name: Lukas
  full_name: Fiedler, Lukas
  id: 7c417475-8972-11ed-ae7b-8b674ca26986
  last_name: Fiedler
- first_name: Caterina
  full_name: Giannini, Caterina
  id: e3fdddd5-f6e0-11ea-865d-ca99ee6367f4
  last_name: Giannini
- first_name: Peter
  full_name: Grones, Peter
  last_name: Grones
- first_name: Mónika
  full_name: Hrtyan, Mónika
  id: 45A71A74-F248-11E8-B48F-1D18A9856A87
  last_name: Hrtyan
- first_name: Walter
  full_name: Kaufmann, Walter
  id: 3F99E422-F248-11E8-B48F-1D18A9856A87
  last_name: Kaufmann
  orcid: 0000-0001-9735-5315
- first_name: Andre
  full_name: Kuhn, Andre
  last_name: Kuhn
- first_name: Madhumitha
  full_name: Narasimhan, Madhumitha
  id: 44BF24D0-F248-11E8-B48F-1D18A9856A87
  last_name: Narasimhan
  orcid: 0000-0002-8600-0671
- first_name: Marek
  full_name: Randuch, Marek
  id: 6ac4636d-15b2-11ec-abd3-fb8df79972ae
  last_name: Randuch
- first_name: Nikola
  full_name: Rýdza, Nikola
  last_name: Rýdza
- first_name: Koji
  full_name: Takahashi, Koji
  last_name: Takahashi
- first_name: Shutang
  full_name: Tan, Shutang
  id: 2DE75584-F248-11E8-B48F-1D18A9856A87
  last_name: Tan
  orcid: 0000-0002-0471-8285
- first_name: Anastasiia
  full_name: Teplova, Anastasiia
  id: e3736151-106c-11ec-b916-c2558e2762c6
  last_name: Teplova
- first_name: Toshinori
  full_name: Kinoshita, Toshinori
  last_name: Kinoshita
- first_name: Dolf
  full_name: Weijers, Dolf
  last_name: Weijers
- first_name: Hana
  full_name: Rakusová, Hana
  last_name: Rakusová
citation:
  ama: Friml J, Gallei MC, Gelová Z, et al. ABP1–TMK auxin perception for global phosphorylation
    and auxin canalization. <i>Nature</i>. 2022;609(7927):575-581. doi:<a href="https://doi.org/10.1038/s41586-022-05187-x">10.1038/s41586-022-05187-x</a>
  apa: Friml, J., Gallei, M. C., Gelová, Z., Johnson, A. J., Mazur, E., Monzer, A.,
    … Rakusová, H. (2022). ABP1–TMK auxin perception for global phosphorylation and
    auxin canalization. <i>Nature</i>. Springer Nature. <a href="https://doi.org/10.1038/s41586-022-05187-x">https://doi.org/10.1038/s41586-022-05187-x</a>
  chicago: Friml, Jiří, Michelle C Gallei, Zuzana Gelová, Alexander J Johnson, Ewa
    Mazur, Aline Monzer, Lesia Rodriguez Solovey, et al. “ABP1–TMK Auxin Perception
    for Global Phosphorylation and Auxin Canalization.” <i>Nature</i>. Springer Nature,
    2022. <a href="https://doi.org/10.1038/s41586-022-05187-x">https://doi.org/10.1038/s41586-022-05187-x</a>.
  ieee: J. Friml <i>et al.</i>, “ABP1–TMK auxin perception for global phosphorylation
    and auxin canalization,” <i>Nature</i>, vol. 609, no. 7927. Springer Nature, pp.
    575–581, 2022.
  ista: Friml J, Gallei MC, Gelová Z, Johnson AJ, Mazur E, Monzer A, Rodriguez Solovey
    L, Roosjen M, Verstraeten I, Živanović BD, Zou M, Fiedler L, Giannini C, Grones
    P, Hrtyan M, Kaufmann W, Kuhn A, Narasimhan M, Randuch M, Rýdza N, Takahashi K,
    Tan S, Teplova A, Kinoshita T, Weijers D, Rakusová H. 2022. ABP1–TMK auxin perception
    for global phosphorylation and auxin canalization. Nature. 609(7927), 575–581.
  mla: Friml, Jiří, et al. “ABP1–TMK Auxin Perception for Global Phosphorylation and
    Auxin Canalization.” <i>Nature</i>, vol. 609, no. 7927, Springer Nature, 2022,
    pp. 575–81, doi:<a href="https://doi.org/10.1038/s41586-022-05187-x">10.1038/s41586-022-05187-x</a>.
  short: J. Friml, M.C. Gallei, Z. Gelová, A.J. Johnson, E. Mazur, A. Monzer, L. Rodriguez
    Solovey, M. Roosjen, I. Verstraeten, B.D. Živanović, M. Zou, L. Fiedler, C. Giannini,
    P. Grones, M. Hrtyan, W. Kaufmann, A. Kuhn, M. Narasimhan, M. Randuch, N. Rýdza,
    K. Takahashi, S. Tan, A. Teplova, T. Kinoshita, D. Weijers, H. Rakusová, Nature
    609 (2022) 575–581.
corr_author: '1'
date_created: 2023-01-16T10:04:48Z
date_published: 2022-09-15T00:00:00Z
date_updated: 2026-04-07T11:52:15Z
day: '15'
ddc:
- '580'
department:
- _id: JiFr
- _id: GradSch
- _id: EvBe
- _id: EM-Fac
doi: 10.1038/s41586-022-05187-x
ec_funded: 1
external_id:
  isi:
  - '000851357500002'
  pmid:
  - '36071161'
file:
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  date_updated: 2023-11-02T17:12:37Z
  file_id: '14483'
  file_name: Friml Nature 2022_merged.pdf
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has_accepted_license: '1'
intvolume: '       609'
isi: 1
issue: '7927'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Submitted Version
page: 575-581
pmid: 1
project:
- _id: 261099A6-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '742985'
  name: Tracing Evolution of Auxin Transport and Polarity in Plants
- _id: 262EF96E-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P29988
  name: RNA-directed DNA methylation in plant development
publication: Nature
publication_identifier:
  eissn:
  - 1476-4687
  issn:
  - 0028-0836
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
  record:
  - id: '19395'
    relation: dissertation_contains
    status: public
  - id: '20364'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: ABP1–TMK auxin perception for global phosphorylation and auxin canalization
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 609
year: '2022'
...
