---
OA_place: publisher
_id: '8341'
abstract:
- lang: eng
  text: "One of the most striking hallmarks of the eukaryotic cell is the presence
    of intracellular vesicles and organelles. Each of these membrane-enclosed compartments
    has a distinct composition of lipids and proteins, which is essential for accurate
    membrane traffic and homeostasis. Interestingly, their biochemical identities
    are achieved with the help\r\nof small GTPases of the Rab family, which cycle
    between GDP- and GTP-bound forms on the selected membrane surface. While this
    activity switch is well understood for an individual protein, how Rab GTPases
    collectively transition between states to generate decisive signal propagation
    in space and time is unclear. In my PhD thesis, I present\r\nin vitro reconstitution
    experiments with theoretical modeling to systematically study a minimal Rab5 activation
    network from bottom-up. We find that positive feedback based on known molecular
    interactions gives rise to bistable GTPase activity switching on system’s scale.
    Furthermore, we determine that collective transition near the critical\r\npoint
    is intrinsically stochastic and provide evidence that the inactive Rab5 abundance
    on the membrane can shape the network response. Finally, we demonstrate that collective
    switching can spread on the lipid bilayer as a traveling activation wave, representing
    a possible emergent activity pattern in endosomal maturation. Together, our\r\nfindings
    reveal new insights into the self-organization properties of signaling networks
    away from chemical equilibrium. Our work highlights the importance of systematic
    characterization of biochemical systems in well-defined physiological conditions.
    This way, we were able to answer long-standing open questions in the field and
    close the gap between regulatory processes on a molecular scale and emergent responses
    on system’s level."
acknowledged_ssus:
- _id: Bio
- _id: LifeSc
- _id: NanoFab
acknowledgement: My thanks goes to the Loose lab members, BioImaging, Life Science
  and Nanofabrication Facilities and the wonderful international community at IST
  for sharing this experience with me.
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Urban
  full_name: Bezeljak, Urban
  id: 2A58201A-F248-11E8-B48F-1D18A9856A87
  last_name: Bezeljak
  orcid: 0000-0003-1365-5631
citation:
  ama: Bezeljak U. In vitro reconstitution of a Rab activation switch. 2020. doi:<a
    href="https://doi.org/10.15479/AT:ISTA:8341">10.15479/AT:ISTA:8341</a>
  apa: Bezeljak, U. (2020). <i>In vitro reconstitution of a Rab activation switch</i>.
    Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT:ISTA:8341">https://doi.org/10.15479/AT:ISTA:8341</a>
  chicago: Bezeljak, Urban. “In Vitro Reconstitution of a Rab Activation Switch.”
    Institute of Science and Technology Austria, 2020. <a href="https://doi.org/10.15479/AT:ISTA:8341">https://doi.org/10.15479/AT:ISTA:8341</a>.
  ieee: U. Bezeljak, “In vitro reconstitution of a Rab activation switch,” Institute
    of Science and Technology Austria, 2020.
  ista: Bezeljak U. 2020. In vitro reconstitution of a Rab activation switch. Institute
    of Science and Technology Austria.
  mla: Bezeljak, Urban. <i>In Vitro Reconstitution of a Rab Activation Switch</i>.
    Institute of Science and Technology Austria, 2020, doi:<a href="https://doi.org/10.15479/AT:ISTA:8341">10.15479/AT:ISTA:8341</a>.
  short: U. Bezeljak, In Vitro Reconstitution of a Rab Activation Switch, Institute
    of Science and Technology Austria, 2020.
corr_author: '1'
date_created: 2020-09-08T08:53:53Z
date_published: 2020-09-08T00:00:00Z
date_updated: 2026-04-08T07:24:56Z
day: '08'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: MaLo
doi: 10.15479/AT:ISTA:8341
file:
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  file_size: 65246782
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  date_created: 2020-09-08T09:00:27Z
  date_updated: 2021-09-16T12:49:12Z
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  file_name: 2020_Urban_Bezeljak_Thesis.pdf
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file_date_updated: 2021-09-16T12:49:12Z
has_accepted_license: '1'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-sa/4.0/
month: '09'
oa: 1
oa_version: Published Version
page: '215'
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '7580'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Martin
  full_name: Loose, Martin
  id: 462D4284-F248-11E8-B48F-1D18A9856A87
  last_name: Loose
  orcid: 0000-0001-7309-9724
title: In vitro reconstitution of a Rab activation switch
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: '2020'
...
---
_id: '7580'
abstract:
- lang: eng
  text: The eukaryotic endomembrane system is controlled by small GTPases of the Rab
    family, which are activated at defined times and locations in a switch-like manner.
    While this switch is well understood for an individual protein, how regulatory
    networks produce intracellular activity patterns is currently not known. Here,
    we combine in vitro reconstitution experiments with computational modeling to
    study a minimal Rab5 activation network. We find that the molecular interactions
    in this system give rise to a positive feedback and bistable collective switching
    of Rab5. Furthermore, we find that switching near the critical point is intrinsically
    stochastic and provide evidence that controlling the inactive population of Rab5
    on the membrane can shape the network response. Notably, we demonstrate that collective
    switching can spread on the membrane surface as a traveling wave of Rab5 activation.
    Together, our findings reveal how biochemical signaling networks control vesicle
    trafficking pathways and how their nonequilibrium properties define the spatiotemporal
    organization of the cell.
acknowledged_ssus:
- _id: Bio
- _id: LifeSc
article_processing_charge: No
article_type: original
author:
- first_name: Urban
  full_name: Bezeljak, Urban
  id: 2A58201A-F248-11E8-B48F-1D18A9856A87
  last_name: Bezeljak
  orcid: 0000-0003-1365-5631
- first_name: Hrushikesh
  full_name: Loya, Hrushikesh
  last_name: Loya
- first_name: Beata M
  full_name: Kaczmarek, Beata M
  id: 36FA4AFA-F248-11E8-B48F-1D18A9856A87
  last_name: Kaczmarek
- first_name: Timothy E.
  full_name: Saunders, Timothy E.
  last_name: Saunders
- first_name: Martin
  full_name: Loose, Martin
  id: 462D4284-F248-11E8-B48F-1D18A9856A87
  last_name: Loose
  orcid: 0000-0001-7309-9724
citation:
  ama: Bezeljak U, Loya H, Kaczmarek BM, Saunders TE, Loose M. Stochastic activation
    and bistability in a Rab GTPase regulatory network. <i>Proceedings of the National
    Academy of Sciences of the United States of America</i>. 2020;117(12):6504-6549.
    doi:<a href="https://doi.org/10.1073/pnas.1921027117">10.1073/pnas.1921027117</a>
  apa: Bezeljak, U., Loya, H., Kaczmarek, B. M., Saunders, T. E., &#38; Loose, M.
    (2020). Stochastic activation and bistability in a Rab GTPase regulatory network.
    <i>Proceedings of the National Academy of Sciences of the United States of America</i>.
    National Academy of Sciences. <a href="https://doi.org/10.1073/pnas.1921027117">https://doi.org/10.1073/pnas.1921027117</a>
  chicago: Bezeljak, Urban, Hrushikesh Loya, Beata M Kaczmarek, Timothy E. Saunders,
    and Martin Loose. “Stochastic Activation and Bistability in a Rab GTPase Regulatory
    Network.” <i>Proceedings of the National Academy of Sciences of the United States
    of America</i>. National Academy of Sciences, 2020. <a href="https://doi.org/10.1073/pnas.1921027117">https://doi.org/10.1073/pnas.1921027117</a>.
  ieee: U. Bezeljak, H. Loya, B. M. Kaczmarek, T. E. Saunders, and M. Loose, “Stochastic
    activation and bistability in a Rab GTPase regulatory network,” <i>Proceedings
    of the National Academy of Sciences of the United States of America</i>, vol.
    117, no. 12. National Academy of Sciences, pp. 6504–6549, 2020.
  ista: Bezeljak U, Loya H, Kaczmarek BM, Saunders TE, Loose M. 2020. Stochastic activation
    and bistability in a Rab GTPase regulatory network. Proceedings of the National
    Academy of Sciences of the United States of America. 117(12), 6504–6549.
  mla: Bezeljak, Urban, et al. “Stochastic Activation and Bistability in a Rab GTPase
    Regulatory Network.” <i>Proceedings of the National Academy of Sciences of the
    United States of America</i>, vol. 117, no. 12, National Academy of Sciences,
    2020, pp. 6504–49, doi:<a href="https://doi.org/10.1073/pnas.1921027117">10.1073/pnas.1921027117</a>.
  short: U. Bezeljak, H. Loya, B.M. Kaczmarek, T.E. Saunders, M. Loose, Proceedings
    of the National Academy of Sciences of the United States of America 117 (2020)
    6504–6549.
date_created: 2020-03-12T05:32:26Z
date_published: 2020-03-24T00:00:00Z
date_updated: 2026-04-08T07:24:55Z
day: '24'
department:
- _id: MaLo
- _id: CaBe
doi: 10.1073/pnas.1921027117
external_id:
  isi:
  - '000521821800040'
  pmid:
  - '32161136'
intvolume: '       117'
isi: 1
issue: '12'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1101/776567
month: '03'
oa: 1
oa_version: Preprint
page: 6504-6549
pmid: 1
project:
- _id: 2599F062-B435-11E9-9278-68D0E5697425
  grant_number: RGY0083/2016
  name: Reconstitution of cell polarity and axis determination in a cell-free system
publication: Proceedings of the National Academy of Sciences of the United States
  of America
publication_identifier:
  eissn:
  - 1091-6490
  issn:
  - 0027-8424
publication_status: published
publisher: National Academy of Sciences
quality_controlled: '1'
related_material:
  link:
  - description: News on IST Homepage
    relation: press_release
    url: https://ist.ac.at/en/news/proteins-as-molecular-switches/
  record:
  - id: '8341'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Stochastic activation and bistability in a Rab GTPase regulatory network
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 117
year: '2020'
...
---
_id: '7360'
abstract:
- lang: eng
  text: Inflammation, which is a highly regulated host response against danger signals,
    may be harmful if it is excessive and deregulated. Ideally, anti-inflammatory
    therapy should autonomously commence as soon as possible after the onset of inflammation,
    should be controllable by a physician, and should not systemically block beneficial
    immune response in the long term. We describe a genetically encoded anti-inflammatory
    mammalian cell device based on a modular engineered genetic circuit comprising
    a sensor, an amplifier, a “thresholder” to restrict activation of a positive-feedback
    loop, a combination of advanced clinically used biopharmaceutical proteins, and
    orthogonal regulatory elements that linked modules into the functional device.
    This genetic circuit was autonomously activated by inflammatory signals, including
    endogenous cecal ligation and puncture (CLP)-induced inflammation in mice and
    serum from a systemic juvenile idiopathic arthritis (sIJA) patient, and could
    be reset externally by a chemical signal. The microencapsulated anti-inflammatory
    device significantly reduced the pathology in dextran sodium sulfate (DSS)-induced
    acute murine colitis, demonstrating a synthetic immunological approach for autonomous
    anti-inflammatory therapy.
article_processing_charge: No
article_type: original
author:
- first_name: Anže
  full_name: Smole, Anže
  last_name: Smole
- first_name: Duško
  full_name: Lainšček, Duško
  last_name: Lainšček
- first_name: Urban
  full_name: Bezeljak, Urban
  id: 2A58201A-F248-11E8-B48F-1D18A9856A87
  last_name: Bezeljak
  orcid: 0000-0003-1365-5631
- first_name: Simon
  full_name: Horvat, Simon
  last_name: Horvat
- first_name: Roman
  full_name: Jerala, Roman
  last_name: Jerala
citation:
  ama: Smole A, Lainšček D, Bezeljak U, Horvat S, Jerala R. A synthetic mammalian
    therapeutic gene circuit for sensing and suppressing inflammation. <i>Molecular
    Therapy</i>. 2017;25(1):102-119. doi:<a href="https://doi.org/10.1016/j.ymthe.2016.10.005">10.1016/j.ymthe.2016.10.005</a>
  apa: Smole, A., Lainšček, D., Bezeljak, U., Horvat, S., &#38; Jerala, R. (2017).
    A synthetic mammalian therapeutic gene circuit for sensing and suppressing inflammation.
    <i>Molecular Therapy</i>. Elsevier. <a href="https://doi.org/10.1016/j.ymthe.2016.10.005">https://doi.org/10.1016/j.ymthe.2016.10.005</a>
  chicago: Smole, Anže, Duško Lainšček, Urban Bezeljak, Simon Horvat, and Roman Jerala.
    “A Synthetic Mammalian Therapeutic Gene Circuit for Sensing and Suppressing Inflammation.”
    <i>Molecular Therapy</i>. Elsevier, 2017. <a href="https://doi.org/10.1016/j.ymthe.2016.10.005">https://doi.org/10.1016/j.ymthe.2016.10.005</a>.
  ieee: A. Smole, D. Lainšček, U. Bezeljak, S. Horvat, and R. Jerala, “A synthetic
    mammalian therapeutic gene circuit for sensing and suppressing inflammation,”
    <i>Molecular Therapy</i>, vol. 25, no. 1. Elsevier, pp. 102–119, 2017.
  ista: Smole A, Lainšček D, Bezeljak U, Horvat S, Jerala R. 2017. A synthetic mammalian
    therapeutic gene circuit for sensing and suppressing inflammation. Molecular Therapy.
    25(1), 102–119.
  mla: Smole, Anže, et al. “A Synthetic Mammalian Therapeutic Gene Circuit for Sensing
    and Suppressing Inflammation.” <i>Molecular Therapy</i>, vol. 25, no. 1, Elsevier,
    2017, pp. 102–19, doi:<a href="https://doi.org/10.1016/j.ymthe.2016.10.005">10.1016/j.ymthe.2016.10.005</a>.
  short: A. Smole, D. Lainšček, U. Bezeljak, S. Horvat, R. Jerala, Molecular Therapy
    25 (2017) 102–119.
date_created: 2020-01-25T15:55:39Z
date_published: 2017-01-01T00:00:00Z
date_updated: 2025-09-18T10:41:35Z
day: '01'
ddc:
- '570'
department:
- _id: MaLo
doi: 10.1016/j.ymthe.2016.10.005
external_id:
  isi:
  - '000391901600013'
  pmid:
  - '28129106'
file:
- access_level: open_access
  checksum: ea8b1b28606dd1edab7379ba4fa3641f
  content_type: application/pdf
  creator: dernst
  date_created: 2020-03-03T10:55:13Z
  date_updated: 2020-07-14T12:47:56Z
  file_id: '7561'
  file_name: 2017_MolecularTherapy_Smole.pdf
  file_size: 3404806
  relation: main_file
file_date_updated: 2020-07-14T12:47:56Z
has_accepted_license: '1'
intvolume: '        25'
isi: 1
issue: '1'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-nd/4.0/
month: '01'
oa: 1
oa_version: Published Version
page: 102-119
pmid: 1
publication: Molecular Therapy
publication_identifier:
  issn:
  - 1525-0016
publication_status: published
publisher: Elsevier
quality_controlled: '1'
status: public
title: A synthetic mammalian therapeutic gene circuit for sensing and suppressing
  inflammation
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: 25
year: '2017'
...
---
_id: '7361'
abstract:
- lang: eng
  text: Bistable switches are fundamental regulatory elements of complex systems,
    ranging from electronics to living cells. Designed genetic toggle switches have
    been constructed from pairs of natural transcriptional repressors wired to inhibit
    one another. The complexity of the engineered regulatory circuits can be increased
    using orthogonal transcriptional regulators based on designed DNA-binding domains.
    However, a mutual repressor-based toggle switch comprising DNA-binding domains
    of transcription-activator-like effectors (TALEs) did not support bistability
    in mammalian cells. Here, the challenge of engineering a bistable switch based
    on monomeric DNA-binding domains is solved via the introduction of a positive
    feedback loop composed of activators based on the same TALE domains as their opposing
    repressors and competition for the same DNA operator site. This design introduces
    nonlinearity and results in epigenetic bistability. This principle could be used
    to employ other monomeric DNA-binding domains such as CRISPR for applications
    ranging from reprogramming cells to building digital biological memory.
article_number: '5007'
article_processing_charge: No
article_type: original
author:
- first_name: Tina
  full_name: Lebar, Tina
  last_name: Lebar
- first_name: Urban
  full_name: Bezeljak, Urban
  id: 2A58201A-F248-11E8-B48F-1D18A9856A87
  last_name: Bezeljak
  orcid: 0000-0003-1365-5631
- first_name: Anja
  full_name: Golob, Anja
  last_name: Golob
- first_name: Miha
  full_name: Jerala, Miha
  last_name: Jerala
- first_name: Lucija
  full_name: Kadunc, Lucija
  last_name: Kadunc
- first_name: Boštjan
  full_name: Pirš, Boštjan
  last_name: Pirš
- first_name: Martin
  full_name: Stražar, Martin
  last_name: Stražar
- first_name: Dušan
  full_name: Vučko, Dušan
  last_name: Vučko
- first_name: Uroš
  full_name: Zupančič, Uroš
  last_name: Zupančič
- first_name: Mojca
  full_name: Benčina, Mojca
  last_name: Benčina
- first_name: Vida
  full_name: Forstnerič, Vida
  last_name: Forstnerič
- first_name: Rok
  full_name: Gaber, Rok
  last_name: Gaber
- first_name: Jan
  full_name: Lonzarić, Jan
  last_name: Lonzarić
- first_name: Andreja
  full_name: Majerle, Andreja
  last_name: Majerle
- first_name: Alja
  full_name: Oblak, Alja
  last_name: Oblak
- first_name: Anže
  full_name: Smole, Anže
  last_name: Smole
- first_name: Roman
  full_name: Jerala, Roman
  last_name: Jerala
citation:
  ama: Lebar T, Bezeljak U, Golob A, et al. A bistable genetic switch based on designable
    DNA-binding domains. <i>Nature Communications</i>. 2014;5(1). doi:<a href="https://doi.org/10.1038/ncomms6007">10.1038/ncomms6007</a>
  apa: Lebar, T., Bezeljak, U., Golob, A., Jerala, M., Kadunc, L., Pirš, B., … Jerala,
    R. (2014). A bistable genetic switch based on designable DNA-binding domains.
    <i>Nature Communications</i>. Springer Nature. <a href="https://doi.org/10.1038/ncomms6007">https://doi.org/10.1038/ncomms6007</a>
  chicago: Lebar, Tina, Urban Bezeljak, Anja Golob, Miha Jerala, Lucija Kadunc, Boštjan
    Pirš, Martin Stražar, et al. “A Bistable Genetic Switch Based on Designable DNA-Binding
    Domains.” <i>Nature Communications</i>. Springer Nature, 2014. <a href="https://doi.org/10.1038/ncomms6007">https://doi.org/10.1038/ncomms6007</a>.
  ieee: T. Lebar <i>et al.</i>, “A bistable genetic switch based on designable DNA-binding
    domains,” <i>Nature Communications</i>, vol. 5, no. 1. Springer Nature, 2014.
  ista: Lebar T, Bezeljak U, Golob A, Jerala M, Kadunc L, Pirš B, Stražar M, Vučko
    D, Zupančič U, Benčina M, Forstnerič V, Gaber R, Lonzarić J, Majerle A, Oblak
    A, Smole A, Jerala R. 2014. A bistable genetic switch based on designable DNA-binding
    domains. Nature Communications. 5(1), 5007.
  mla: Lebar, Tina, et al. “A Bistable Genetic Switch Based on Designable DNA-Binding
    Domains.” <i>Nature Communications</i>, vol. 5, no. 1, 5007, Springer Nature,
    2014, doi:<a href="https://doi.org/10.1038/ncomms6007">10.1038/ncomms6007</a>.
  short: T. Lebar, U. Bezeljak, A. Golob, M. Jerala, L. Kadunc, B. Pirš, M. Stražar,
    D. Vučko, U. Zupančič, M. Benčina, V. Forstnerič, R. Gaber, J. Lonzarić, A. Majerle,
    A. Oblak, A. Smole, R. Jerala, Nature Communications 5 (2014).
date_created: 2020-01-25T15:57:17Z
date_published: 2014-09-29T00:00:00Z
date_updated: 2021-01-12T08:13:15Z
day: '29'
doi: 10.1038/ncomms6007
extern: '1'
external_id:
  pmid:
  - '25264186'
intvolume: '         5'
issue: '1'
language:
- iso: eng
month: '09'
oa_version: None
pmid: 1
publication: Nature Communications
publication_identifier:
  issn:
  - 2041-1723
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
status: public
title: A bistable genetic switch based on designable DNA-binding domains
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 5
year: '2014'
...
