---
_id: '14979'
abstract:
- lang: eng
text: Poxviruses are among the largest double-stranded DNA viruses, with members
such as variola virus, monkeypox virus and the vaccination strain vaccinia virus
(VACV). Knowledge about the structural proteins that form the viral core has remained
sparse. While major core proteins have been annotated via indirect experimental
evidence, their structures have remained elusive and they could not be assigned
to individual core features. Hence, which proteins constitute which layers of
the core, such as the palisade layer and the inner core wall, has remained enigmatic.
Here we show, using a multi-modal cryo-electron microscopy (cryo-EM) approach
in combination with AlphaFold molecular modeling, that trimers formed by the cleavage
product of VACV protein A10 are the key component of the palisade layer. This
allows us to place previously obtained descriptions of protein interactions within
the core wall into perspective and to provide a detailed model of poxvirus core
architecture. Importantly, we show that interactions within A10 trimers are likely
generalizable over members of orthopox- and parapoxviruses.
acknowledged_ssus:
- _id: ScienComp
- _id: LifeSc
- _id: EM-Fac
acknowledgement: "We thank A. Bergthaler (Research Center for Molecular Medicine of
the Austrian Academy of Sciences) for providing VACV WR. We thank A. Nicholas and
his team at the ISTA proteomics facility, and S. Elefante at the ISTA Scientific
Computing facility for their support. We also thank F. Fäßler, D. Porley, T. Muthspiel
and other members of the Schur group for support and helpful discussions. We also
thank D. Castaño-Díez for support with Dynamo. We thank D. Farrell for his help
optimizing the Rosetta protocol to refine the atomic model into the cryo-EM map
with symmetry.\r\n\r\nF.K.M.S. acknowledges support from ISTA and EMBO. F.K.M.S.
also received support from the Austrian Science Fund (FWF) grant P31445. This publication
has been made possible in part by CZI grant DAF2021-234754 and grant https://doi.org/10.37921/812628ebpcwg
from the Chan Zuckerberg Initiative DAF, an advised fund of Silicon Valley Community
Foundation (funder https://doi.org/10.13039/100014989) awarded to F.K.M.S.\r\n\r\nThis
research was also supported by the Scientific Service Units (SSUs) of ISTA through
resources provided by Scientific Computing (SciComp), the Life Science Facility
(LSF), and the Electron Microscopy Facility (EMF). We also acknowledge the use of
COSMIC45 and Colabfold46."
article_processing_charge: Yes (in subscription journal)
article_type: original
author:
- first_name: Julia
full_name: Datler, Julia
id: 3B12E2E6-F248-11E8-B48F-1D18A9856A87
last_name: Datler
orcid: 0000-0002-3616-8580
- first_name: Jesse
full_name: Hansen, Jesse
id: 1063c618-6f9b-11ec-9123-f912fccded63
last_name: Hansen
- first_name: Andreas
full_name: Thader, Andreas
id: 3A18A7B8-F248-11E8-B48F-1D18A9856A87
last_name: Thader
- first_name: Alois
full_name: Schlögl, Alois
id: 45BF87EE-F248-11E8-B48F-1D18A9856A87
last_name: Schlögl
orcid: 0000-0002-5621-8100
- first_name: Lukas W
full_name: Bauer, Lukas W
id: 0c894dcf-897b-11ed-a09c-8186353224b0
last_name: Bauer
- first_name: Victor-Valentin
full_name: Hodirnau, Victor-Valentin
id: 3661B498-F248-11E8-B48F-1D18A9856A87
last_name: Hodirnau
- first_name: Florian KM
full_name: Schur, Florian KM
id: 48AD8942-F248-11E8-B48F-1D18A9856A87
last_name: Schur
orcid: 0000-0003-4790-8078
citation:
ama: Datler J, Hansen J, Thader A, et al. Multi-modal cryo-EM reveals trimers of
protein A10 to form the palisade layer in poxvirus cores. Nature Structural
& Molecular Biology. 2024. doi:10.1038/s41594-023-01201-6
apa: Datler, J., Hansen, J., Thader, A., Schlögl, A., Bauer, L. W., Hodirnau, V.-V.,
& Schur, F. K. (2024). Multi-modal cryo-EM reveals trimers of protein A10
to form the palisade layer in poxvirus cores. Nature Structural & Molecular
Biology. Springer Nature. https://doi.org/10.1038/s41594-023-01201-6
chicago: Datler, Julia, Jesse Hansen, Andreas Thader, Alois Schlögl, Lukas W Bauer,
Victor-Valentin Hodirnau, and Florian KM Schur. “Multi-Modal Cryo-EM Reveals Trimers
of Protein A10 to Form the Palisade Layer in Poxvirus Cores.” Nature Structural
& Molecular Biology. Springer Nature, 2024. https://doi.org/10.1038/s41594-023-01201-6.
ieee: J. Datler et al., “Multi-modal cryo-EM reveals trimers of protein A10
to form the palisade layer in poxvirus cores,” Nature Structural & Molecular
Biology. Springer Nature, 2024.
ista: Datler J, Hansen J, Thader A, Schlögl A, Bauer LW, Hodirnau V-V, Schur FK.
2024. Multi-modal cryo-EM reveals trimers of protein A10 to form the palisade
layer in poxvirus cores. Nature Structural & Molecular Biology.
mla: Datler, Julia, et al. “Multi-Modal Cryo-EM Reveals Trimers of Protein A10 to
Form the Palisade Layer in Poxvirus Cores.” Nature Structural & Molecular
Biology, Springer Nature, 2024, doi:10.1038/s41594-023-01201-6.
short: J. Datler, J. Hansen, A. Thader, A. Schlögl, L.W. Bauer, V.-V. Hodirnau,
F.K. Schur, Nature Structural & Molecular Biology (2024).
date_created: 2024-02-12T09:59:45Z
date_published: 2024-02-05T00:00:00Z
date_updated: 2024-03-05T09:27:47Z
day: '05'
ddc:
- '570'
department:
- _id: FlSc
- _id: ScienComp
- _id: EM-Fac
doi: 10.1038/s41594-023-01201-6
external_id:
pmid:
- '38316877'
has_accepted_license: '1'
keyword:
- Molecular Biology
- Structural Biology
language:
- iso: eng
license: https://creativecommons.org/licenses/by/4.0/
main_file_link:
- open_access: '1'
url: https://doi.org/10.1038/s41594-023-01201-6
month: '02'
oa: 1
oa_version: Published Version
pmid: 1
project:
- _id: 26736D6A-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: P31445
name: Structural conservation and diversity in retroviral capsid
publication: Nature Structural & Molecular Biology
publication_identifier:
eissn:
- 1545-9985
issn:
- 1545-9993
publication_status: epub_ahead
publisher: Springer Nature
quality_controlled: '1'
related_material:
link:
- description: News on ISTA Website
relation: press_release
url: https://ista.ac.at/en/news/down-to-the-core-of-poxviruses/
status: public
title: Multi-modal cryo-EM reveals trimers of protein A10 to form the palisade layer
in poxvirus cores
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
year: '2024'
...
---
_id: '14449'
abstract:
- lang: eng
text: The rapid development of machine learning (ML) techniques has opened up the
data-dense field of microbiome research for novel therapeutic, diagnostic, and
prognostic applications targeting a wide range of disorders, which could substantially
improve healthcare practices in the era of precision medicine. However, several
challenges must be addressed to exploit the benefits of ML in this field fully.
In particular, there is a need to establish “gold standard” protocols for conducting
ML analysis experiments and improve interactions between microbiome researchers
and ML experts. The Machine Learning Techniques in Human Microbiome Studies (ML4Microbiome)
COST Action CA18131 is a European network established in 2019 to promote collaboration
between discovery-oriented microbiome researchers and data-driven ML experts to
optimize and standardize ML approaches for microbiome analysis. This perspective
paper presents the key achievements of ML4Microbiome, which include identifying
predictive and discriminatory ‘omics’ features, improving repeatability and comparability,
developing automation procedures, and defining priority areas for the novel development
of ML methods targeting the microbiome. The insights gained from ML4Microbiome
will help to maximize the potential of ML in microbiome research and pave the
way for new and improved healthcare practices.
acknowledgement: "This study is based upon work from COST Action ML4Microbiome “Statistical
and machine learning techniques in human microbiome studies” (CA18131), supported
by COST (European Cooperation in Science and Technology), www.cost.eu. MB acknowledges
support through the Metagenopolis grant ANR-11-DPBS-0001. IM-I acknowledges support
by the “Miguel Servet Type II” program (CPII21/00013) of the ISCIII-Madrid (Spain),
co-financed by the FEDER.\r\nThe authors are grateful to all COST Action CA18131
“Statistical and machine learning techniques in human microbiome studies” members
for their contribution to the COST Action objectives, and to COST (European Cooperation
in Science and Technology) for the economic support, www.cost.eu. WG2 and WG3 thank
Emmanuelle Le Chatelier and Pauline Barbet (Université Paris-Saclay, INRAE, MetaGenoPolis,
78350, Jouy-en-Josas, France) for preparing the shotgun CRC benchmark dataset."
article_number: '1257002'
article_processing_charge: Yes
article_type: original
author:
- first_name: Domenica
full_name: D’Elia, Domenica
last_name: D’Elia
- first_name: Jaak
full_name: Truu, Jaak
last_name: Truu
- first_name: Leo
full_name: Lahti, Leo
last_name: Lahti
- first_name: Magali
full_name: Berland, Magali
last_name: Berland
- first_name: Georgios
full_name: Papoutsoglou, Georgios
last_name: Papoutsoglou
- first_name: Michelangelo
full_name: Ceci, Michelangelo
last_name: Ceci
- first_name: Aldert
full_name: Zomer, Aldert
last_name: Zomer
- first_name: Marta B.
full_name: Lopes, Marta B.
last_name: Lopes
- first_name: Eliana
full_name: Ibrahimi, Eliana
last_name: Ibrahimi
- first_name: Aleksandra
full_name: Gruca, Aleksandra
last_name: Gruca
- first_name: Alina
full_name: Nechyporenko, Alina
last_name: Nechyporenko
- first_name: Marcus
full_name: Frohme, Marcus
last_name: Frohme
- first_name: Thomas
full_name: Klammsteiner, Thomas
last_name: Klammsteiner
- first_name: Enrique Carrillo De Santa
full_name: Pau, Enrique Carrillo De Santa
last_name: Pau
- first_name: Laura Judith
full_name: Marcos-Zambrano, Laura Judith
last_name: Marcos-Zambrano
- first_name: Karel
full_name: Hron, Karel
last_name: Hron
- first_name: Gianvito
full_name: Pio, Gianvito
last_name: Pio
- first_name: Andrea
full_name: Simeon, Andrea
last_name: Simeon
- first_name: Ramona
full_name: Suharoschi, Ramona
last_name: Suharoschi
- first_name: Isabel
full_name: Moreno-Indias, Isabel
last_name: Moreno-Indias
- first_name: Andriy
full_name: Temko, Andriy
last_name: Temko
- first_name: Miroslava
full_name: Nedyalkova, Miroslava
last_name: Nedyalkova
- first_name: Elena Simona
full_name: Apostol, Elena Simona
last_name: Apostol
- first_name: Ciprian Octavian
full_name: Truică, Ciprian Octavian
last_name: Truică
- first_name: Rajesh
full_name: Shigdel, Rajesh
last_name: Shigdel
- first_name: Jasminka Hasić
full_name: Telalović, Jasminka Hasić
last_name: Telalović
- first_name: Erik
full_name: Bongcam-Rudloff, Erik
last_name: Bongcam-Rudloff
- first_name: Piotr
full_name: Przymus, Piotr
last_name: Przymus
- first_name: Naida Babić
full_name: Jordamović, Naida Babić
last_name: Jordamović
- first_name: Laurent
full_name: Falquet, Laurent
last_name: Falquet
- first_name: Sonia
full_name: Tarazona, Sonia
last_name: Tarazona
- first_name: Alexia
full_name: Sampri, Alexia
last_name: Sampri
- first_name: Gaetano
full_name: Isola, Gaetano
last_name: Isola
- first_name: David
full_name: Pérez-Serrano, David
last_name: Pérez-Serrano
- first_name: Vladimir
full_name: Trajkovik, Vladimir
last_name: Trajkovik
- first_name: Lubos
full_name: Klucar, Lubos
last_name: Klucar
- first_name: Tatjana
full_name: Loncar-Turukalo, Tatjana
last_name: Loncar-Turukalo
- first_name: Aki S.
full_name: Havulinna, Aki S.
last_name: Havulinna
- first_name: Christian
full_name: Jansen, Christian
id: 837b2259-bcc9-11ed-a196-ae55927bc6e2
last_name: Jansen
- first_name: Randi J.
full_name: Bertelsen, Randi J.
last_name: Bertelsen
- first_name: Marcus Joakim
full_name: Claesson, Marcus Joakim
last_name: Claesson
citation:
ama: 'D’Elia D, Truu J, Lahti L, et al. Advancing microbiome research with machine
learning: Key findings from the ML4Microbiome COST action. Frontiers in Microbiology.
2023;14. doi:10.3389/fmicb.2023.1257002'
apa: 'D’Elia, D., Truu, J., Lahti, L., Berland, M., Papoutsoglou, G., Ceci, M.,
… Claesson, M. J. (2023). Advancing microbiome research with machine learning:
Key findings from the ML4Microbiome COST action. Frontiers in Microbiology.
Frontiers. https://doi.org/10.3389/fmicb.2023.1257002'
chicago: 'D’Elia, Domenica, Jaak Truu, Leo Lahti, Magali Berland, Georgios Papoutsoglou,
Michelangelo Ceci, Aldert Zomer, et al. “Advancing Microbiome Research with Machine
Learning: Key Findings from the ML4Microbiome COST Action.” Frontiers in Microbiology.
Frontiers, 2023. https://doi.org/10.3389/fmicb.2023.1257002.'
ieee: 'D. D’Elia et al., “Advancing microbiome research with machine learning:
Key findings from the ML4Microbiome COST action,” Frontiers in Microbiology,
vol. 14. Frontiers, 2023.'
ista: 'D’Elia D, Truu J, Lahti L, Berland M, Papoutsoglou G, Ceci M, Zomer A, Lopes
MB, Ibrahimi E, Gruca A, Nechyporenko A, Frohme M, Klammsteiner T, Pau ECDS, Marcos-Zambrano
LJ, Hron K, Pio G, Simeon A, Suharoschi R, Moreno-Indias I, Temko A, Nedyalkova
M, Apostol ES, Truică CO, Shigdel R, Telalović JH, Bongcam-Rudloff E, Przymus
P, Jordamović NB, Falquet L, Tarazona S, Sampri A, Isola G, Pérez-Serrano D, Trajkovik
V, Klucar L, Loncar-Turukalo T, Havulinna AS, Jansen C, Bertelsen RJ, Claesson
MJ. 2023. Advancing microbiome research with machine learning: Key findings from
the ML4Microbiome COST action. Frontiers in Microbiology. 14, 1257002.'
mla: 'D’Elia, Domenica, et al. “Advancing Microbiome Research with Machine Learning:
Key Findings from the ML4Microbiome COST Action.” Frontiers in Microbiology,
vol. 14, 1257002, Frontiers, 2023, doi:10.3389/fmicb.2023.1257002.'
short: D. D’Elia, J. Truu, L. Lahti, M. Berland, G. Papoutsoglou, M. Ceci, A. Zomer,
M.B. Lopes, E. Ibrahimi, A. Gruca, A. Nechyporenko, M. Frohme, T. Klammsteiner,
E.C.D.S. Pau, L.J. Marcos-Zambrano, K. Hron, G. Pio, A. Simeon, R. Suharoschi,
I. Moreno-Indias, A. Temko, M. Nedyalkova, E.S. Apostol, C.O. Truică, R. Shigdel,
J.H. Telalović, E. Bongcam-Rudloff, P. Przymus, N.B. Jordamović, L. Falquet, S.
Tarazona, A. Sampri, G. Isola, D. Pérez-Serrano, V. Trajkovik, L. Klucar, T. Loncar-Turukalo,
A.S. Havulinna, C. Jansen, R.J. Bertelsen, M.J. Claesson, Frontiers in Microbiology
14 (2023).
date_created: 2023-10-22T22:01:16Z
date_published: 2023-09-25T00:00:00Z
date_updated: 2023-12-13T13:07:21Z
day: '25'
ddc:
- '000'
department:
- _id: ScienComp
doi: 10.3389/fmicb.2023.1257002
external_id:
isi:
- '001080536000001'
pmid:
- '37808321'
file:
- access_level: open_access
checksum: 6c0acdd8fa111a699826957b8dff19d5
content_type: application/pdf
creator: dernst
date_created: 2023-10-30T13:38:48Z
date_updated: 2023-10-30T13:38:48Z
file_id: '14471'
file_name: 2023_FrontiersMicrobiology_DElia.pdf
file_size: 505078
relation: main_file
success: 1
file_date_updated: 2023-10-30T13:38:48Z
has_accepted_license: '1'
intvolume: ' 14'
isi: 1
language:
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month: '09'
oa: 1
oa_version: Published Version
pmid: 1
publication: Frontiers in Microbiology
publication_identifier:
eissn:
- 1664-302X
publication_status: published
publisher: Frontiers
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Advancing microbiome research with machine learning: Key findings from the
ML4Microbiome COST action'
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: 14
year: '2023'
...
---
_id: '13161'
acknowledgement: Thanks to Jesse Hansen for his suggestions on improving the abstract.
article_processing_charge: No
author:
- first_name: Alois
full_name: Schlögl, Alois
id: 45BF87EE-F248-11E8-B48F-1D18A9856A87
last_name: Schlögl
orcid: 0000-0002-5621-8100
- first_name: Stefano
full_name: Elefante, Stefano
id: 490F40CE-F248-11E8-B48F-1D18A9856A87
last_name: Elefante
- first_name: Victor-Valentin
full_name: Hodirnau, Victor-Valentin
id: 3661B498-F248-11E8-B48F-1D18A9856A87
last_name: Hodirnau
citation:
ama: 'Schlögl A, Elefante S, Hodirnau V-V. Running Windows-applications on a Linux
HPC cluster using WINE. In: ASHPC23 - Austrian-Slovenian HPC Meeting 2023.
EuroCC; :59-59.'
apa: 'Schlögl, A., Elefante, S., & Hodirnau, V.-V. (n.d.). Running Windows-applications
on a Linux HPC cluster using WINE. In ASHPC23 - Austrian-Slovenian HPC Meeting
2023 (pp. 59–59). Maribor, Slovenia: EuroCC.'
chicago: Schlögl, Alois, Stefano Elefante, and Victor-Valentin Hodirnau. “Running
Windows-Applications on a Linux HPC Cluster Using WINE.” In ASHPC23 - Austrian-Slovenian
HPC Meeting 2023, 59–59. EuroCC, n.d.
ieee: A. Schlögl, S. Elefante, and V.-V. Hodirnau, “Running Windows-applications
on a Linux HPC cluster using WINE,” in ASHPC23 - Austrian-Slovenian HPC Meeting
2023, Maribor, Slovenia, pp. 59–59.
ista: 'Schlögl A, Elefante S, Hodirnau V-V. Running Windows-applications on a Linux
HPC cluster using WINE. ASHPC23 - Austrian-Slovenian HPC Meeting 2023. ASHPC:
Austrian-Slovenian HPC Meeting, 59–59.'
mla: Schlögl, Alois, et al. “Running Windows-Applications on a Linux HPC Cluster
Using WINE.” ASHPC23 - Austrian-Slovenian HPC Meeting 2023, EuroCC, pp.
59–59.
short: A. Schlögl, S. Elefante, V.-V. Hodirnau, in:, ASHPC23 - Austrian-Slovenian
HPC Meeting 2023, EuroCC, n.d., pp. 59–59.
conference:
end_date: 2023-06-15
location: Maribor, Slovenia
name: 'ASHPC: Austrian-Slovenian HPC Meeting'
start_date: 2023-06-13
date_created: 2023-06-23T11:01:23Z
date_published: 2023-07-01T00:00:00Z
date_updated: 2023-07-18T09:30:54Z
day: '01'
ddc:
- '000'
department:
- _id: ScienComp
- _id: EM-Fac
file:
- access_level: open_access
checksum: ec8e4295d54171032cdd1b01423eb4a6
content_type: application/pdf
creator: dernst
date_created: 2023-07-18T09:18:55Z
date_updated: 2023-07-18T09:18:55Z
file_id: '13249'
file_name: 2023_ASHPC_Schloegl.pdf
file_size: 316959
relation: main_file
success: 1
file_date_updated: 2023-07-18T09:18:55Z
has_accepted_license: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Submitted Version
page: 59-59
publication: ASHPC23 - Austrian-Slovenian HPC Meeting 2023
publication_status: inpress
publisher: EuroCC
quality_controlled: '1'
status: public
title: Running Windows-applications on a Linux HPC cluster using WINE
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_abstract
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2023'
...
---
_id: '13162'
article_processing_charge: No
author:
- first_name: Stefano
full_name: Elefante, Stefano
id: 490F40CE-F248-11E8-B48F-1D18A9856A87
last_name: Elefante
- first_name: Stephan
full_name: Stadlbauer, Stephan
id: 4D0BC184-F248-11E8-B48F-1D18A9856A87
last_name: Stadlbauer
- first_name: Michael F
full_name: Alexander, Michael F
id: 3A02A8FA-F248-11E8-B48F-1D18A9856A87
last_name: Alexander
- first_name: Alois
full_name: Schlögl, Alois
id: 45BF87EE-F248-11E8-B48F-1D18A9856A87
last_name: Schlögl
orcid: 0000-0002-5621-8100
citation:
ama: 'Elefante S, Stadlbauer S, Alexander MF, Schlögl A. Cryo-EM software packages:
A sys-admins point of view. In: ASHPC23 - Austrian-Slovenian HPC Meeting 2023.
EuroCC; :42-42.'
apa: 'Elefante, S., Stadlbauer, S., Alexander, M. F., & Schlögl, A. (n.d.).
Cryo-EM software packages: A sys-admins point of view. In ASHPC23 - Austrian-Slovenian
HPC Meeting 2023 (pp. 42–42). Maribor, Slovenia: EuroCC.'
chicago: 'Elefante, Stefano, Stephan Stadlbauer, Michael F Alexander, and Alois
Schlögl. “Cryo-EM Software Packages: A Sys-Admins Point of View.” In ASHPC23
- Austrian-Slovenian HPC Meeting 2023, 42–42. EuroCC, n.d.'
ieee: 'S. Elefante, S. Stadlbauer, M. F. Alexander, and A. Schlögl, “Cryo-EM software
packages: A sys-admins point of view,” in ASHPC23 - Austrian-Slovenian HPC
Meeting 2023, Maribor, Slovenia, pp. 42–42.'
ista: 'Elefante S, Stadlbauer S, Alexander MF, Schlögl A. Cryo-EM software packages:
A sys-admins point of view. ASHPC23 - Austrian-Slovenian HPC Meeting 2023. ASHPC:
Austrian-Slovenian HPC Meeting, 42–42.'
mla: 'Elefante, Stefano, et al. “Cryo-EM Software Packages: A Sys-Admins Point of
View.” ASHPC23 - Austrian-Slovenian HPC Meeting 2023, EuroCC, pp. 42–42.'
short: S. Elefante, S. Stadlbauer, M.F. Alexander, A. Schlögl, in:, ASHPC23 - Austrian-Slovenian
HPC Meeting 2023, EuroCC, n.d., pp. 42–42.
conference:
end_date: 2023-06-15
location: Maribor, Slovenia
name: 'ASHPC: Austrian-Slovenian HPC Meeting'
start_date: 2023-06-12
date_created: 2023-06-23T11:03:18Z
date_published: 2023-07-01T00:00:00Z
date_updated: 2023-07-18T09:32:16Z
day: '01'
ddc:
- '000'
department:
- _id: ScienComp
file:
- access_level: open_access
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creator: dernst
date_created: 2023-07-18T09:28:30Z
date_updated: 2023-07-18T09:28:30Z
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file_name: 2023_ASHPC_Elefante.pdf
file_size: 380354
relation: main_file
success: 1
file_date_updated: 2023-07-18T09:28:30Z
has_accepted_license: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Submitted Version
page: 42-42
publication: ASHPC23 - Austrian-Slovenian HPC Meeting 2023
publication_status: accepted
publisher: EuroCC
quality_controlled: '1'
status: public
title: 'Cryo-EM software packages: A sys-admins point of view'
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_abstract
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2023'
...
---
_id: '12106'
abstract:
- lang: eng
text: Regulation of chromatin states involves the dynamic interplay between different
histone modifications to control gene expression. Recent advances have enabled
mapping of histone marks in single cells, but most methods are constrained to
profile only one histone mark per cell. Here, we present an integrated experimental
and computational framework, scChIX-seq (single-cell chromatin immunocleavage
and unmixing sequencing), to map several histone marks in single cells. scChIX-seq
multiplexes two histone marks together in single cells, then computationally deconvolves
the signal using training data from respective histone mark profiles. This framework
learns the cell-type-specific correlation structure between histone marks, and
therefore does not require a priori assumptions of their genomic distributions.
Using scChIX-seq, we demonstrate multimodal analysis of histone marks in single
cells across a range of mark combinations. Modeling dynamics of in vitro macrophage
differentiation enables integrated analysis of chromatin velocity. Overall, scChIX-seq
unlocks systematic interrogation of the interplay between histone modifications
in single cells.
acknowledgement: We thank M. van Loenhout for experimental advice on purifying cell
types from the bone marrow, R. van der Linden for expertise with FACS and M. Blotenburg
for help with cell typing the mouse organogenesis dataset. We thank M. Saraswat
and O. Stegle for discussions on multinomial distributions. This work was supported
by a European Research Council Advanced grant (ERC-AdG 742225-IntScOmics); Nederlandse
Organisatie voor Wetenschappelijk Onderzoek (NWO) TOP grant (NWO CW 714.016.001)
and NWO grant (OCENW.GROOT.2019.017); the Swiss National Science Foundation Early
Postdoc Mobility (P2ELP3-184488 to P.Z. and P2BSP3-174991 to J.Y.); Marie Sklodowska-Curie
Actions Postdoc (798573 to P.Z.) and the Human Frontier for Science Program Long-Term
Fellowships (LT000209-2018-L to P.Z. and LT000097-2019-L to J.Y.). This work is
part of the Oncode Institute which is financed partly by the Dutch Cancer Society.
article_processing_charge: No
article_type: original
author:
- first_name: Jake
full_name: Yeung, Jake
id: 123012b2-db30-11eb-b4d8-a35840c0551b
last_name: Yeung
orcid: 0000-0003-1732-1559
- first_name: Maria
full_name: Florescu, Maria
last_name: Florescu
- first_name: Peter
full_name: Zeller, Peter
last_name: Zeller
- first_name: Buys Anton
full_name: De Barbanson, Buys Anton
last_name: De Barbanson
- first_name: Max D.
full_name: Wellenstein, Max D.
last_name: Wellenstein
- first_name: Alexander
full_name: Van Oudenaarden, Alexander
last_name: Van Oudenaarden
citation:
ama: Yeung J, Florescu M, Zeller P, De Barbanson BA, Wellenstein MD, Van Oudenaarden
A. scChIX-seq infers dynamic relationships between histone modifications in single
cells. Nature Biotechnology. 2023;41:813–823. doi:10.1038/s41587-022-01560-3
apa: Yeung, J., Florescu, M., Zeller, P., De Barbanson, B. A., Wellenstein, M. D.,
& Van Oudenaarden, A. (2023). scChIX-seq infers dynamic relationships between
histone modifications in single cells. Nature Biotechnology. Springer Nature.
https://doi.org/10.1038/s41587-022-01560-3
chicago: Yeung, Jake, Maria Florescu, Peter Zeller, Buys Anton De Barbanson, Max
D. Wellenstein, and Alexander Van Oudenaarden. “ScChIX-Seq Infers Dynamic Relationships
between Histone Modifications in Single Cells.” Nature Biotechnology. Springer
Nature, 2023. https://doi.org/10.1038/s41587-022-01560-3.
ieee: J. Yeung, M. Florescu, P. Zeller, B. A. De Barbanson, M. D. Wellenstein, and
A. Van Oudenaarden, “scChIX-seq infers dynamic relationships between histone modifications
in single cells,” Nature Biotechnology, vol. 41. Springer Nature, pp. 813–823,
2023.
ista: Yeung J, Florescu M, Zeller P, De Barbanson BA, Wellenstein MD, Van Oudenaarden
A. 2023. scChIX-seq infers dynamic relationships between histone modifications
in single cells. Nature Biotechnology. 41, 813–823.
mla: Yeung, Jake, et al. “ScChIX-Seq Infers Dynamic Relationships between Histone
Modifications in Single Cells.” Nature Biotechnology, vol. 41, Springer
Nature, 2023, pp. 813–823, doi:10.1038/s41587-022-01560-3.
short: J. Yeung, M. Florescu, P. Zeller, B.A. De Barbanson, M.D. Wellenstein, A.
Van Oudenaarden, Nature Biotechnology 41 (2023) 813–823.
date_created: 2023-01-08T23:00:53Z
date_published: 2023-06-01T00:00:00Z
date_updated: 2023-08-16T11:32:33Z
day: '01'
ddc:
- '570'
department:
- _id: ScienComp
doi: 10.1038/s41587-022-01560-3
external_id:
isi:
- '000909067600003'
file:
- access_level: open_access
checksum: 668447a1c8d360b68f8aaf9e08ed644f
content_type: application/pdf
creator: dernst
date_created: 2023-08-16T11:30:45Z
date_updated: 2023-08-16T11:30:45Z
file_id: '14066'
file_name: 2023_NatureBioTech_Yeung.pdf
file_size: 12040976
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file_date_updated: 2023-08-16T11:30:45Z
has_accepted_license: '1'
intvolume: ' 41'
isi: 1
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
page: 813–823
publication: Nature Biotechnology
publication_identifier:
eissn:
- 1546-1696
issn:
- 1087-0156
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: scChIX-seq infers dynamic relationships between histone modifications in single
cells
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: 41
year: '2023'
...
---
_id: '12158'
abstract:
- lang: eng
text: 'Post-translational histone modifications modulate chromatin activity to affect
gene expression. How chromatin states underlie lineage choice in single cells
is relatively unexplored. We develop sort-assisted single-cell chromatin immunocleavage
(sortChIC) and map active (H3K4me1 and H3K4me3) and repressive (H3K27me3 and H3K9me3)
histone modifications in the mouse bone marrow. During differentiation, hematopoietic
stem and progenitor cells (HSPCs) acquire active chromatin states mediated by
cell-type-specifying transcription factors, which are unique for each lineage.
By contrast, most alterations in repressive marks during differentiation occur
independent of the final cell type. Chromatin trajectory analysis shows that lineage
choice at the chromatin level occurs at the progenitor stage. Joint profiling
of H3K4me1 and H3K9me3 demonstrates that cell types within the myeloid lineage
have distinct active chromatin but share similar myeloid-specific heterochromatin
states. This implies a hierarchical regulation of chromatin during hematopoiesis:
heterochromatin dynamics distinguish differentiation trajectories and lineages,
while euchromatin dynamics reflect cell types within lineages.'
acknowledgement: We thank A. Giladi for sharing mRNA abundance tables of cell types
together with J. van den Berg for critical reading of the manuscript. We thank M.
Bartosovic for sharing method comparison data. pK19pA-MN was a gift from Ulrich
Laemmli (Addgene plasmid 86973, http://n2t.net/addgene:86973; RRID:Addgene_86973).
Figure 8 is adopted from Hematopoiesis (human) diagram by A. Rad and M. Häggström
under CC-BY-SA 3.0 license. This work was supported by European Research Council
Advanced under grant ERC-AdG 742225-IntScOmics and Nederlandse Organisatie voor
Wetenschappelijk Onderzoek (NWO) TOP award NWO-CW 714.016.001. The SNF (P2BSP3-174991),
HFSP (LT000209/2018-L) and Marie Skłodowska-Curie Actions (798573) supported P.Z.
The SNF (P2ELP3_184488) and HFSP (LT000097/2019-L) supported J.Y. and the EMBO LTF
(ALTF 1197–2019) supported V.B. This work is part of the Oncode Institute, which
is partly financed by the Dutch Cancer Society. The funders had no role in study
design, data collection and analysis, decision to publish or preparation of the
manuscript.
article_processing_charge: No
article_type: review
author:
- first_name: Peter
full_name: Zeller, Peter
last_name: Zeller
- first_name: Jake
full_name: Yeung, Jake
id: 123012b2-db30-11eb-b4d8-a35840c0551b
last_name: Yeung
orcid: 0000-0003-1732-1559
- first_name: Helena
full_name: Viñas Gaza, Helena
last_name: Viñas Gaza
- first_name: Buys Anton
full_name: de Barbanson, Buys Anton
last_name: de Barbanson
- first_name: Vivek
full_name: Bhardwaj, Vivek
last_name: Bhardwaj
- first_name: Maria
full_name: Florescu, Maria
last_name: Florescu
- first_name: Reinier
full_name: van der Linden, Reinier
last_name: van der Linden
- first_name: Alexander
full_name: van Oudenaarden, Alexander
last_name: van Oudenaarden
citation:
ama: Zeller P, Yeung J, Viñas Gaza H, et al. Single-cell sortChIC identifies hierarchical
chromatin dynamics during hematopoiesis. Nature Genetics. 2023;55:333-345.
doi:10.1038/s41588-022-01260-3
apa: Zeller, P., Yeung, J., Viñas Gaza, H., de Barbanson, B. A., Bhardwaj, V., Florescu,
M., … van Oudenaarden, A. (2023). Single-cell sortChIC identifies hierarchical
chromatin dynamics during hematopoiesis. Nature Genetics. Springer Nature.
https://doi.org/10.1038/s41588-022-01260-3
chicago: Zeller, Peter, Jake Yeung, Helena Viñas Gaza, Buys Anton de Barbanson,
Vivek Bhardwaj, Maria Florescu, Reinier van der Linden, and Alexander van Oudenaarden.
“Single-Cell SortChIC Identifies Hierarchical Chromatin Dynamics during Hematopoiesis.”
Nature Genetics. Springer Nature, 2023. https://doi.org/10.1038/s41588-022-01260-3.
ieee: P. Zeller et al., “Single-cell sortChIC identifies hierarchical chromatin
dynamics during hematopoiesis,” Nature Genetics, vol. 55. Springer Nature,
pp. 333–345, 2023.
ista: Zeller P, Yeung J, Viñas Gaza H, de Barbanson BA, Bhardwaj V, Florescu M,
van der Linden R, van Oudenaarden A. 2023. Single-cell sortChIC identifies hierarchical
chromatin dynamics during hematopoiesis. Nature Genetics. 55, 333–345.
mla: Zeller, Peter, et al. “Single-Cell SortChIC Identifies Hierarchical Chromatin
Dynamics during Hematopoiesis.” Nature Genetics, vol. 55, Springer Nature,
2023, pp. 333–45, doi:10.1038/s41588-022-01260-3.
short: P. Zeller, J. Yeung, H. Viñas Gaza, B.A. de Barbanson, V. Bhardwaj, M. Florescu,
R. van der Linden, A. van Oudenaarden, Nature Genetics 55 (2023) 333–345.
date_created: 2023-01-12T12:09:09Z
date_published: 2023-02-01T00:00:00Z
date_updated: 2023-02-27T07:48:24Z
day: '01'
ddc:
- '570'
- '000'
department:
- _id: ScienComp
doi: 10.1038/s41588-022-01260-3
file:
- access_level: open_access
checksum: 6fdb8e34fbeea63edd0f2c6c2cc5823e
content_type: application/pdf
creator: dernst
date_created: 2023-02-27T07:46:45Z
date_updated: 2023-02-27T07:46:45Z
file_id: '12688'
file_name: 2023_NatureGenetics_Zeller.pdf
file_size: 21484855
relation: main_file
success: 1
file_date_updated: 2023-02-27T07:46:45Z
has_accepted_license: '1'
intvolume: ' 55'
keyword:
- Genetics
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
page: 333-345
publication: Nature Genetics
publication_identifier:
eissn:
- 1546-1718
issn:
- 1061-4036
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Single-cell sortChIC identifies hierarchical chromatin dynamics during hematopoiesis
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: 55
year: '2023'
...
---
_id: '12894'
acknowledgement: "The abstracts in this booklet are licenced under a CC BY 4.0 licence
(https://creativecommons.org/licenses/by/4.0/legalcode), except Markus Wallerberger’s
contribution at page 21, licenced under a CC BY-SA 4.0 licence (https://creativecommons.org/licenses/by-sa/4.0/legalcode).\r\n"
article_processing_charge: No
author:
- first_name: Alois
full_name: Schlögl, Alois
id: 45BF87EE-F248-11E8-B48F-1D18A9856A87
last_name: Schlögl
orcid: 0000-0002-5621-8100
- first_name: Andrei
full_name: Hornoiu, Andrei
id: 77129392-B450-11EA-8745-D4653DDC885E
last_name: Hornoiu
- first_name: Stefano
full_name: Elefante, Stefano
id: 490F40CE-F248-11E8-B48F-1D18A9856A87
last_name: Elefante
- first_name: Stephan
full_name: Stadlbauer, Stephan
id: 4D0BC184-F248-11E8-B48F-1D18A9856A87
last_name: Stadlbauer
citation:
ama: 'Schlögl A, Hornoiu A, Elefante S, Stadlbauer S. Where is the sweet spot? A
procurement story of general purpose compute nodes. In: ASHPC22 - Austrian-Slovenian
HPC Meeting 2022. EuroCC Austria c/o Universität Wien; 2022:7. doi:10.25365/phaidra.337'
apa: 'Schlögl, A., Hornoiu, A., Elefante, S., & Stadlbauer, S. (2022). Where
is the sweet spot? A procurement story of general purpose compute nodes. In ASHPC22
- Austrian-Slovenian HPC Meeting 2022 (p. 7). Grundlsee, Austria: EuroCC Austria
c/o Universität Wien. https://doi.org/10.25365/phaidra.337'
chicago: Schlögl, Alois, Andrei Hornoiu, Stefano Elefante, and Stephan Stadlbauer.
“Where Is the Sweet Spot? A Procurement Story of General Purpose Compute Nodes.”
In ASHPC22 - Austrian-Slovenian HPC Meeting 2022, 7. EuroCC Austria c/o
Universität Wien, 2022. https://doi.org/10.25365/phaidra.337.
ieee: A. Schlögl, A. Hornoiu, S. Elefante, and S. Stadlbauer, “Where is the sweet
spot? A procurement story of general purpose compute nodes,” in ASHPC22 - Austrian-Slovenian
HPC Meeting 2022, Grundlsee, Austria, 2022, p. 7.
ista: 'Schlögl A, Hornoiu A, Elefante S, Stadlbauer S. 2022. Where is the sweet
spot? A procurement story of general purpose compute nodes. ASHPC22 - Austrian-Slovenian
HPC Meeting 2022. ASHPC: Austrian-Slovenian HPC Meeting, 7.'
mla: Schlögl, Alois, et al. “Where Is the Sweet Spot? A Procurement Story of General
Purpose Compute Nodes.” ASHPC22 - Austrian-Slovenian HPC Meeting 2022,
EuroCC Austria c/o Universität Wien, 2022, p. 7, doi:10.25365/phaidra.337.
short: A. Schlögl, A. Hornoiu, S. Elefante, S. Stadlbauer, in:, ASHPC22 - Austrian-Slovenian
HPC Meeting 2022, EuroCC Austria c/o Universität Wien, 2022, p. 7.
conference:
end_date: 2022-06-02
location: Grundlsee, Austria
name: 'ASHPC: Austrian-Slovenian HPC Meeting'
start_date: 2022-05-31
date_created: 2023-05-05T09:13:42Z
date_published: 2022-06-02T00:00:00Z
date_updated: 2023-05-16T07:42:56Z
day: '02'
ddc:
- '000'
department:
- _id: ScienComp
doi: 10.25365/phaidra.337
file:
- access_level: open_access
checksum: e3f8c240b85422ce2190e7b203cc2563
content_type: application/pdf
creator: schloegl
date_created: 2023-05-05T09:06:00Z
date_updated: 2023-05-05T09:06:00Z
file_id: '12895'
file_name: BOOKLET_ASHPC22.pdf
file_size: 7180531
relation: main_file
success: 1
file_date_updated: 2023-05-05T09:06:00Z
has_accepted_license: '1'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
page: '7'
publication: ASHPC22 - Austrian-Slovenian HPC Meeting 2022
publication_identifier:
isbn:
- 978-3-200-08499-5
publication_status: published
publisher: EuroCC Austria c/o Universität Wien
status: public
title: Where is the sweet spot? A procurement story of general purpose compute nodes
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_abstract
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2022'
...
---
_id: '9329'
abstract:
- lang: eng
text: "Background: To understand information coding in single neurons, it is necessary
to analyze subthreshold synaptic events, action potentials (APs), and their interrelation
in different behavioral states. However, detecting excitatory postsynaptic potentials
(EPSPs) or currents (EPSCs) in behaving animals remains challenging, because of
unfavorable signal-to-noise ratio, high frequency, fluctuating amplitude, and
variable time course of synaptic events.\r\nNew method: We developed a method
for synaptic event detection, termed MOD (Machine-learning Optimal-filtering Detection-procedure),
which combines concepts of supervised machine learning and optimal Wiener filtering.
Experts were asked to manually score short epochs of data. The algorithm was trained
to obtain the optimal filter coefficients of a Wiener filter and the optimal detection
threshold. Scored and unscored data were then processed with the optimal filter,
and events were detected as peaks above threshold.\r\nResults: We challenged MOD
with EPSP traces in vivo in mice during spatial navigation and EPSC traces in
vitro in slices under conditions of enhanced transmitter release. The area under
the curve (AUC) of the receiver operating characteristics (ROC) curve was, on
average, 0.894 for in vivo and 0.969 for in vitro data sets, indicating high detection
accuracy and efficiency.\r\nComparison with existing methods: When benchmarked
using a (1 − AUC)−1 metric, MOD outperformed previous methods (template-fit, deconvolution,
and Bayesian methods) by an average factor of 3.13 for in vivo data sets, but
showed comparable (template-fit, deconvolution) or higher (Bayesian) computational
efficacy.\r\nConclusions: MOD may become an important new tool for large-scale,
real-time analysis of synaptic activity."
acknowledged_ssus:
- _id: SSU
acknowledgement: This project has received funding from the European Research Council
(ERC) under the European Union’s Horizon 2020 research and innovation programme
(grant agreement number 692692 to P.J.) and the Fond zur Förderung der Wissenschaftlichen
Forschung (Z 312-B27, Wittgenstein award to P.J.). We thank Drs. Jozsef Csicsvari,
Christoph Lampert, and Federico Stella for critically reading previous manuscript
versions. We are also grateful to Drs. Josh Merel and Ben Shababo for their help
with applying the Bayesian detection method to our data. We also thank Florian Marr
for technical assistance, Eleftheria Kralli-Beller for manuscript editing, and the
Scientific Service Units of IST Austria for efficient support.
article_number: '109125'
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Xiaomin
full_name: Zhang, Xiaomin
id: 423EC9C2-F248-11E8-B48F-1D18A9856A87
last_name: Zhang
- first_name: Alois
full_name: Schlögl, Alois
id: 45BF87EE-F248-11E8-B48F-1D18A9856A87
last_name: Schlögl
orcid: 0000-0002-5621-8100
- first_name: David H
full_name: Vandael, David H
id: 3AE48E0A-F248-11E8-B48F-1D18A9856A87
last_name: Vandael
orcid: 0000-0001-7577-1676
- 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: 'Zhang X, Schlögl A, Vandael DH, Jonas PM. MOD: A novel machine-learning optimal-filtering
method for accurate and efficient detection of subthreshold synaptic events in
vivo. Journal of Neuroscience Methods. 2021;357(6). doi:10.1016/j.jneumeth.2021.109125'
apa: 'Zhang, X., Schlögl, A., Vandael, D. H., & Jonas, P. M. (2021). MOD: A
novel machine-learning optimal-filtering method for accurate and efficient detection
of subthreshold synaptic events in vivo. Journal of Neuroscience Methods.
Elsevier. https://doi.org/10.1016/j.jneumeth.2021.109125'
chicago: 'Zhang, Xiaomin, Alois Schlögl, David H Vandael, and Peter M Jonas. “MOD:
A Novel Machine-Learning Optimal-Filtering Method for Accurate and Efficient Detection
of Subthreshold Synaptic Events in Vivo.” Journal of Neuroscience Methods.
Elsevier, 2021. https://doi.org/10.1016/j.jneumeth.2021.109125.'
ieee: 'X. Zhang, A. Schlögl, D. H. Vandael, and P. M. Jonas, “MOD: A novel machine-learning
optimal-filtering method for accurate and efficient detection of subthreshold
synaptic events in vivo,” Journal of Neuroscience Methods, vol. 357, no.
6. Elsevier, 2021.'
ista: 'Zhang X, Schlögl A, Vandael DH, Jonas PM. 2021. MOD: A novel machine-learning
optimal-filtering method for accurate and efficient detection of subthreshold
synaptic events in vivo. Journal of Neuroscience Methods. 357(6), 109125.'
mla: 'Zhang, Xiaomin, et al. “MOD: A Novel Machine-Learning Optimal-Filtering Method
for Accurate and Efficient Detection of Subthreshold Synaptic Events in Vivo.”
Journal of Neuroscience Methods, vol. 357, no. 6, 109125, Elsevier, 2021,
doi:10.1016/j.jneumeth.2021.109125.'
short: X. Zhang, A. Schlögl, D.H. Vandael, P.M. Jonas, Journal of Neuroscience Methods
357 (2021).
date_created: 2021-04-18T22:01:39Z
date_published: 2021-03-09T00:00:00Z
date_updated: 2023-08-07T14:36:14Z
day: '09'
ddc:
- '570'
department:
- _id: PeJo
- _id: ScienComp
doi: 10.1016/j.jneumeth.2021.109125
ec_funded: 1
external_id:
isi:
- '000661088500005'
file:
- access_level: open_access
checksum: 2a5800d91b96d08b525e17319dcd5e44
content_type: application/pdf
creator: dernst
date_created: 2021-04-19T08:30:22Z
date_updated: 2021-04-19T08:30:22Z
file_id: '9339'
file_name: 2021_JourNeuroscienceMeth_Zhang.pdf
file_size: 6924738
relation: main_file
success: 1
file_date_updated: 2021-04-19T08:30:22Z
has_accepted_license: '1'
intvolume: ' 357'
isi: 1
issue: '6'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-nd/4.0/
month: '03'
oa: 1
oa_version: Published Version
project:
- _id: 25B7EB9E-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '692692'
name: Biophysics and circuit function of a giant cortical glumatergic synapse
- _id: 25C5A090-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: Z00312
name: The Wittgenstein Prize
publication: Journal of Neuroscience Methods
publication_identifier:
eissn:
- 1872-678X
issn:
- 0165-0270
publication_status: published
publisher: Elsevier
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'MOD: A novel machine-learning optimal-filtering method for accurate and efficient
detection of subthreshold synaptic events in vivo'
tmp:
image: /images/cc_by_nc_nd.png
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short: CC BY-NC-ND (4.0)
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volume: 357
year: '2021'
...
---
_id: '10110'
abstract:
- lang: eng
text: Pattern separation is a fundamental brain computation that converts small
differences in input patterns into large differences in output patterns. Several
synaptic mechanisms of pattern separation have been proposed, including code expansion,
inhibition and plasticity; however, which of these mechanisms play a role in the
entorhinal cortex (EC)–dentate gyrus (DG)–CA3 circuit, a classical pattern separation
circuit, remains unclear. Here we show that a biologically realistic, full-scale
EC–DG–CA3 circuit model, including granule cells (GCs) and parvalbumin-positive
inhibitory interneurons (PV+-INs) in the DG, is an efficient pattern separator.
Both external gamma-modulated inhibition and internal lateral inhibition mediated
by PV+-INs substantially contributed to pattern separation. Both local connectivity
and fast signaling at GC–PV+-IN synapses were important for maximum effectiveness.
Similarly, mossy fiber synapses with conditional detonator properties contributed
to pattern separation. By contrast, perforant path synapses with Hebbian synaptic
plasticity and direct EC–CA3 connection shifted the network towards pattern completion.
Our results demonstrate that the specific properties of cells and synapses optimize
higher-order computations in biological networks and might be useful to improve
the deep learning capabilities of technical networks.
author:
- first_name: José
full_name: Guzmán, José
id: 30CC5506-F248-11E8-B48F-1D18A9856A87
last_name: Guzmán
orcid: 0000-0003-2209-5242
- first_name: Alois
full_name: Schlögl, Alois
id: 45BF87EE-F248-11E8-B48F-1D18A9856A87
last_name: Schlögl
orcid: 0000-0002-5621-8100
- first_name: 'Claudia '
full_name: 'Espinoza Martinez, Claudia '
id: 31FFEE2E-F248-11E8-B48F-1D18A9856A87
last_name: Espinoza Martinez
orcid: 0000-0003-4710-2082
- first_name: Xiaomin
full_name: Zhang, Xiaomin
id: 423EC9C2-F248-11E8-B48F-1D18A9856A87
last_name: Zhang
- first_name: Benjamin
full_name: Suter, Benjamin
id: 4952F31E-F248-11E8-B48F-1D18A9856A87
last_name: Suter
orcid: 0000-0002-9885-6936
- 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: Guzmán J, Schlögl A, Espinoza Martinez C, Zhang X, Suter B, Jonas PM. How connectivity
rules and synaptic properties shape the efficacy of pattern separation in the
entorhinal cortex–dentate gyrus–CA3 network. 2021. doi:10.15479/AT:ISTA:10110
apa: Guzmán, J., Schlögl, A., Espinoza Martinez, C., Zhang, X., Suter, B., &
Jonas, P. M. (2021). How connectivity rules and synaptic properties shape the
efficacy of pattern separation in the entorhinal cortex–dentate gyrus–CA3 network.
IST Austria. https://doi.org/10.15479/AT:ISTA:10110
chicago: Guzmán, José, Alois Schlögl, Claudia Espinoza Martinez, Xiaomin Zhang,
Benjamin Suter, and Peter M Jonas. “How Connectivity Rules and Synaptic Properties
Shape the Efficacy of Pattern Separation in the Entorhinal Cortex–Dentate Gyrus–CA3
Network.” IST Austria, 2021. https://doi.org/10.15479/AT:ISTA:10110.
ieee: J. Guzmán, A. Schlögl, C. Espinoza Martinez, X. Zhang, B. Suter, and P. M.
Jonas, “How connectivity rules and synaptic properties shape the efficacy of pattern
separation in the entorhinal cortex–dentate gyrus–CA3 network.” IST Austria, 2021.
ista: Guzmán J, Schlögl A, Espinoza Martinez C, Zhang X, Suter B, Jonas PM. 2021.
How connectivity rules and synaptic properties shape the efficacy of pattern separation
in the entorhinal cortex–dentate gyrus–CA3 network, IST Austria, 10.15479/AT:ISTA:10110.
mla: Guzmán, José, et al. How Connectivity Rules and Synaptic Properties Shape
the Efficacy of Pattern Separation in the Entorhinal Cortex–Dentate Gyrus–CA3
Network. IST Austria, 2021, doi:10.15479/AT:ISTA:10110.
short: J. Guzmán, A. Schlögl, C. Espinoza Martinez, X. Zhang, B. Suter, P.M. Jonas,
(2021).
date_created: 2021-10-08T06:44:22Z
date_published: 2021-12-16T00:00:00Z
date_updated: 2024-03-25T23:30:07Z
day: '16'
ddc:
- '005'
department:
- _id: PeJo
- _id: ScienComp
doi: 10.15479/AT:ISTA:10110
file:
- access_level: open_access
checksum: f92f8931cad0aa7e411c1715337bf408
content_type: application/x-zip-compressed
creator: cchlebak
date_created: 2021-10-08T08:46:04Z
date_updated: 2021-10-08T08:46:04Z
file_id: '10114'
file_name: patternseparation-main (1).zip
file_size: 332990101
relation: main_file
success: 1
file_date_updated: 2021-10-08T08:46:04Z
has_accepted_license: '1'
license: https://opensource.org/licenses/GPL-3.0
month: '12'
oa: 1
publisher: IST Austria
related_material:
link:
- description: News on IST Webpage
relation: press_release
url: https://ist.ac.at/en/news/spot-the-difference/
record:
- id: '10816'
relation: used_for_analysis_in
status: public
status: public
title: How connectivity rules and synaptic properties shape the efficacy of pattern
separation in the entorhinal cortex–dentate gyrus–CA3 network
tmp:
legal_code_url: https://www.gnu.org/licenses/gpl-3.0.en.html
name: GNU General Public License 3.0
short: GPL 3.0
type: software
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2021'
...
---
_id: '12909'
article_processing_charge: No
author:
- first_name: Alois
full_name: Schlögl, Alois
id: 45BF87EE-F248-11E8-B48F-1D18A9856A87
last_name: Schlögl
orcid: 0000-0002-5621-8100
- first_name: Stefano
full_name: Elefante, Stefano
id: 490F40CE-F248-11E8-B48F-1D18A9856A87
last_name: Elefante
- first_name: Andrei
full_name: Hornoiu, Andrei
id: 77129392-B450-11EA-8745-D4653DDC885E
last_name: Hornoiu
- first_name: Stephan
full_name: Stadlbauer, Stephan
id: 4D0BC184-F248-11E8-B48F-1D18A9856A87
last_name: Stadlbauer
citation:
ama: 'Schlögl A, Elefante S, Hornoiu A, Stadlbauer S. Managing software on a heterogenous
HPC cluster. In: ASHPC21 – Austrian-Slovenian HPC Meeting 2021. University
of Ljubljana; 2021:5. doi:10.3359/2021hpc'
apa: 'Schlögl, A., Elefante, S., Hornoiu, A., & Stadlbauer, S. (2021). Managing
software on a heterogenous HPC cluster. In ASHPC21 – Austrian-Slovenian HPC
Meeting 2021 (p. 5). Virtual: University of Ljubljana. https://doi.org/10.3359/2021hpc'
chicago: Schlögl, Alois, Stefano Elefante, Andrei Hornoiu, and Stephan Stadlbauer.
“Managing Software on a Heterogenous HPC Cluster.” In ASHPC21 – Austrian-Slovenian
HPC Meeting 2021, 5. University of Ljubljana, 2021. https://doi.org/10.3359/2021hpc.
ieee: A. Schlögl, S. Elefante, A. Hornoiu, and S. Stadlbauer, “Managing software
on a heterogenous HPC cluster,” in ASHPC21 – Austrian-Slovenian HPC Meeting
2021, Virtual, 2021, p. 5.
ista: Schlögl A, Elefante S, Hornoiu A, Stadlbauer S. 2021. Managing software on
a heterogenous HPC cluster. ASHPC21 – Austrian-Slovenian HPC Meeting 2021. ASHPC
- Austrian-Slovenian HPC Meeting, 5.
mla: Schlögl, Alois, et al. “Managing Software on a Heterogenous HPC Cluster.” ASHPC21
– Austrian-Slovenian HPC Meeting 2021, University of Ljubljana, 2021, p. 5,
doi:10.3359/2021hpc.
short: A. Schlögl, S. Elefante, A. Hornoiu, S. Stadlbauer, in:, ASHPC21 – Austrian-Slovenian
HPC Meeting 2021, University of Ljubljana, 2021, p. 5.
conference:
end_date: 2021-06-02
location: Virtual
name: ASHPC - Austrian-Slovenian HPC Meeting
start_date: 2021-05-31
date_created: 2023-05-05T13:17:36Z
date_published: 2021-06-02T00:00:00Z
date_updated: 2023-05-16T07:43:54Z
day: '02'
ddc:
- '000'
department:
- _id: ScienComp
doi: 10.3359/2021hpc
file:
- access_level: open_access
checksum: ba73f85858fb9d5737ebc7724646dd45
content_type: application/pdf
creator: dernst
date_created: 2023-05-16T07:36:34Z
date_updated: 2023-05-16T07:36:34Z
file_id: '12971'
file_name: 2021_ASHPC_Schloegl.pdf
file_size: 422761
relation: main_file
success: 1
file_date_updated: 2023-05-16T07:36:34Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://vsc.ac.at/fileadmin/user_upload/vsc/conferences/ashpc21/BOOKLET_ASHPC21.pdf
month: '06'
oa: 1
oa_version: Published Version
page: '5'
publication: ASHPC21 – Austrian-Slovenian HPC Meeting 2021
publication_identifier:
isbn:
- 978-961-6980-77-7
- 978-961-6133-48-7
publication_status: published
publisher: University of Ljubljana
status: public
title: Managing software on a heterogenous HPC cluster
type: conference_abstract
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2021'
...
---
_id: '8261'
abstract:
- lang: eng
text: Dentate gyrus granule cells (GCs) connect the entorhinal cortex to the hippocampal
CA3 region, but how they process spatial information remains enigmatic. To examine
the role of GCs in spatial coding, we measured excitatory postsynaptic potentials
(EPSPs) and action potentials (APs) in head-fixed mice running on a linear belt.
Intracellular recording from morphologically identified GCs revealed that most
cells were active, but activity level varied over a wide range. Whereas only ∼5%
of GCs showed spatially tuned spiking, ∼50% received spatially tuned input. Thus,
the GC population broadly encodes spatial information, but only a subset relays
this information to the CA3 network. Fourier analysis indicated that GCs received
conjunctive place-grid-like synaptic input, suggesting code conversion in single
neurons. GC firing was correlated with dendritic complexity and intrinsic excitability,
but not extrinsic excitatory input or dendritic cable properties. Thus, functional
maturation may control input-output transformation and spatial code conversion.
acknowledged_ssus:
- _id: M-Shop
- _id: ScienComp
- _id: PreCl
acknowledgement: This project has received funding from the European Research Council
(ERC) under the European Union’s Horizon 2020 research and innovation program (grant
agreement 692692, P.J.) and the Fond zur Förderung der Wissenschaftlichen Forschung
(Z 312-B27, Wittgenstein award, P.J.). We thank Gyorgy Buzsáki, Jozsef Csicsvari,
Juan Ramirez Villegas, and Federico Stella for commenting on earlier versions of
this manuscript. We also thank Katie Bittner, Michael Brecht, Albert Lee, Jeffery
Magee, and Alejandro Pernía-Andrade for sharing expertise in in vivo patch-clamp
recording. We are grateful to Florian Marr for cell labeling, cell reconstruction,
and technical assistance; Ben Suter for helpful discussions; Christina Altmutter
for technical support; Eleftheria Kralli-Beller for manuscript editing; and Todor
Asenov (Machine Shop) for device construction. We also thank the Scientific Service
Units (SSUs) of IST Austria (Machine Shop, Scientific Computing, and Preclinical
Facility) for efficient support.
article_processing_charge: No
article_type: original
author:
- first_name: Xiaomin
full_name: Zhang, Xiaomin
id: 423EC9C2-F248-11E8-B48F-1D18A9856A87
last_name: Zhang
- first_name: Alois
full_name: Schlögl, Alois
id: 45BF87EE-F248-11E8-B48F-1D18A9856A87
last_name: Schlögl
orcid: 0000-0002-5621-8100
- 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: Zhang X, Schlögl A, Jonas PM. Selective routing of spatial information flow
from input to output in hippocampal granule cells. Neuron. 2020;107(6):1212-1225.
doi:10.1016/j.neuron.2020.07.006
apa: Zhang, X., Schlögl, A., & Jonas, P. M. (2020). Selective routing of spatial
information flow from input to output in hippocampal granule cells. Neuron.
Elsevier. https://doi.org/10.1016/j.neuron.2020.07.006
chicago: Zhang, Xiaomin, Alois Schlögl, and Peter M Jonas. “Selective Routing of
Spatial Information Flow from Input to Output in Hippocampal Granule Cells.” Neuron.
Elsevier, 2020. https://doi.org/10.1016/j.neuron.2020.07.006.
ieee: X. Zhang, A. Schlögl, and P. M. Jonas, “Selective routing of spatial information
flow from input to output in hippocampal granule cells,” Neuron, vol. 107,
no. 6. Elsevier, pp. 1212–1225, 2020.
ista: Zhang X, Schlögl A, Jonas PM. 2020. Selective routing of spatial information
flow from input to output in hippocampal granule cells. Neuron. 107(6), 1212–1225.
mla: Zhang, Xiaomin, et al. “Selective Routing of Spatial Information Flow from
Input to Output in Hippocampal Granule Cells.” Neuron, vol. 107, no. 6,
Elsevier, 2020, pp. 1212–25, doi:10.1016/j.neuron.2020.07.006.
short: X. Zhang, A. Schlögl, P.M. Jonas, Neuron 107 (2020) 1212–1225.
date_created: 2020-08-14T09:36:05Z
date_published: 2020-09-23T00:00:00Z
date_updated: 2023-08-22T08:30:55Z
day: '23'
ddc:
- '570'
department:
- _id: PeJo
- _id: ScienComp
doi: 10.1016/j.neuron.2020.07.006
ec_funded: 1
external_id:
isi:
- '000579698700009'
pmid:
- '32763145'
file:
- access_level: open_access
checksum: 44a5960fc083a4cb3488d22224859fdc
content_type: application/pdf
creator: dernst
date_created: 2020-12-04T09:29:21Z
date_updated: 2020-12-04T09:29:21Z
file_id: '8920'
file_name: 2020_Neuron_Zhang.pdf
file_size: 3011120
relation: main_file
success: 1
file_date_updated: 2020-12-04T09:29:21Z
has_accepted_license: '1'
intvolume: ' 107'
isi: 1
issue: '6'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: 1212-1225
pmid: 1
project:
- _id: 25B7EB9E-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '692692'
name: Biophysics and circuit function of a giant cortical glumatergic synapse
- _id: 25C5A090-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: Z00312
name: The Wittgenstein Prize
publication: Neuron
publication_identifier:
issn:
- 0896-6273
publication_status: published
publisher: Elsevier
quality_controlled: '1'
related_material:
link:
- description: News on IST Website
relation: press_release
url: https://ist.ac.at/en/news/the-bouncer-in-the-brain/
status: public
title: Selective routing of spatial information flow from input to output in hippocampal
granule cells
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: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 107
year: '2020'
...
---
_id: '7474'
abstract:
- lang: eng
text: This booklet is a collection of abstracts presented at the AHPC conference.
article_processing_charge: No
citation:
ama: 'Schlögl A, Kiss J, Elefante S, eds. Austrian High-Performance-Computing
Meeting (AHPC2020). Klosterneuburg, Austria: IST Austria; 2020. doi:10.15479/AT:ISTA:7474'
apa: 'Schlögl, A., Kiss, J., & Elefante, S. (Eds.). (2020). Austrian High-Performance-Computing
meeting (AHPC2020). Presented at the AHPC: Austrian High-Performance-Computing
Meeting, Klosterneuburg, Austria: IST Austria. https://doi.org/10.15479/AT:ISTA:7474'
chicago: 'Schlögl, Alois, Janos Kiss, and Stefano Elefante, eds. Austrian High-Performance-Computing
Meeting (AHPC2020). Klosterneuburg, Austria: IST Austria, 2020. https://doi.org/10.15479/AT:ISTA:7474.'
ieee: 'A. Schlögl, J. Kiss, and S. Elefante, Eds., Austrian High-Performance-Computing
meeting (AHPC2020). Klosterneuburg, Austria: IST Austria, 2020.'
ista: 'Schlögl A, Kiss J, Elefante S eds. 2020. Austrian High-Performance-Computing
meeting (AHPC2020), Klosterneuburg, Austria: IST Austria, 72p.'
mla: Schlögl, Alois, et al., editors. Austrian High-Performance-Computing Meeting
(AHPC2020). IST Austria, 2020, doi:10.15479/AT:ISTA:7474.
short: A. Schlögl, J. Kiss, S. Elefante, eds., Austrian High-Performance-Computing
Meeting (AHPC2020), IST Austria, Klosterneuburg, Austria, 2020.
conference:
end_date: 2020-02-21
location: Klosterneuburg, Austria
name: 'AHPC: Austrian High-Performance-Computing Meeting'
start_date: 2020-02-19
date_created: 2020-02-11T07:59:04Z
date_published: 2020-02-19T00:00:00Z
date_updated: 2023-05-16T07:48:28Z
day: '19'
ddc:
- '000'
department:
- _id: ScienComp
doi: 10.15479/AT:ISTA:7474
editor:
- first_name: Alois
full_name: Schlögl, Alois
id: 45BF87EE-F248-11E8-B48F-1D18A9856A87
last_name: Schlögl
orcid: 0000-0002-5621-8100
- first_name: Janos
full_name: Kiss, Janos
id: 3D3A06F8-F248-11E8-B48F-1D18A9856A87
last_name: Kiss
- first_name: Stefano
full_name: Elefante, Stefano
id: 490F40CE-F248-11E8-B48F-1D18A9856A87
last_name: Elefante
file:
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checksum: 49798edb9e57bbd6be18362d1d7b18a9
content_type: application/pdf
creator: schloegl
date_created: 2020-02-19T06:53:38Z
date_updated: 2020-07-14T12:47:59Z
file_id: '7504'
file_name: BOOKLET_AHPC2020.final.pdf
file_size: 90899507
relation: main_file
file_date_updated: 2020-07-14T12:47:59Z
has_accepted_license: '1'
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
page: '72'
place: Klosterneuburg, Austria
publication_identifier:
isbn:
- 978-3-99078-004-6
publication_status: published
publisher: IST Austria
quality_controlled: '1'
status: public
title: Austrian High-Performance-Computing meeting (AHPC2020)
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: book_editor
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2020'
...
---
_id: '12901'
article_processing_charge: No
author:
- first_name: Alois
full_name: Schlögl, Alois
id: 45BF87EE-F248-11E8-B48F-1D18A9856A87
last_name: Schlögl
orcid: 0000-0002-5621-8100
- first_name: Janos
full_name: Kiss, Janos
id: 3D3A06F8-F248-11E8-B48F-1D18A9856A87
last_name: Kiss
- first_name: Stefano
full_name: Elefante, Stefano
id: 490F40CE-F248-11E8-B48F-1D18A9856A87
last_name: Elefante
citation:
ama: 'Schlögl A, Kiss J, Elefante S. Is Debian suitable for running an HPC Cluster?
In: AHPC19 - Austrian HPC Meeting 2019 . Institut für Mathematik und wissenschaftliches
Rechnen der Universität Graz; 2019:25.'
apa: 'Schlögl, A., Kiss, J., & Elefante, S. (2019). Is Debian suitable for running
an HPC Cluster? In AHPC19 - Austrian HPC Meeting 2019 (p. 25). Grundlsee,
Austria: Institut für Mathematik und wissenschaftliches Rechnen der Universität
Graz.'
chicago: Schlögl, Alois, Janos Kiss, and Stefano Elefante. “Is Debian Suitable for
Running an HPC Cluster?” In AHPC19 - Austrian HPC Meeting 2019 , 25. Institut
für Mathematik und wissenschaftliches Rechnen der Universität Graz, 2019.
ieee: A. Schlögl, J. Kiss, and S. Elefante, “Is Debian suitable for running an HPC
Cluster?,” in AHPC19 - Austrian HPC Meeting 2019 , Grundlsee, Austria,
2019, p. 25.
ista: 'Schlögl A, Kiss J, Elefante S. 2019. Is Debian suitable for running an HPC
Cluster? AHPC19 - Austrian HPC Meeting 2019 . AHPC: Austrian HPC Meeting, 25.'
mla: Schlögl, Alois, et al. “Is Debian Suitable for Running an HPC Cluster?” AHPC19
- Austrian HPC Meeting 2019 , Institut für Mathematik und wissenschaftliches
Rechnen der Universität Graz, 2019, p. 25.
short: A. Schlögl, J. Kiss, S. Elefante, in:, AHPC19 - Austrian HPC Meeting 2019
, Institut für Mathematik und wissenschaftliches Rechnen der Universität Graz,
2019, p. 25.
conference:
end_date: 2019-02-27
location: Grundlsee, Austria
name: 'AHPC: Austrian HPC Meeting'
start_date: 2019-02-25
date_created: 2023-05-05T12:48:48Z
date_published: 2019-02-27T00:00:00Z
date_updated: 2023-05-16T07:29:32Z
day: '27'
ddc:
- '000'
department:
- _id: ScienComp
file:
- access_level: open_access
checksum: acc8272027faaf30709c51ac5c58ffa4
content_type: application/pdf
creator: dernst
date_created: 2023-05-16T07:27:09Z
date_updated: 2023-05-16T07:27:09Z
file_id: '12970'
file_name: 2019_AHPC_Schloegl.pdf
file_size: 1097603
relation: main_file
success: 1
file_date_updated: 2023-05-16T07:27:09Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://vsc.ac.at/fileadmin/user_upload/vsc/conferences/ahpc19/BOOKLET_AHPC19.pdf
month: '02'
oa: 1
oa_version: Published Version
page: '25'
publication: 'AHPC19 - Austrian HPC Meeting 2019 '
publication_status: published
publisher: Institut für Mathematik und wissenschaftliches Rechnen der Universität
Graz
status: public
title: Is Debian suitable for running an HPC Cluster?
type: conference_abstract
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2019'
...
---
_id: '630'
abstract:
- lang: eng
text: 'Background: Standards have become available to share semantically encoded
vital parameters from medical devices, as required for example by personal healthcare
records. Standardised sharing of biosignal data largely remains open. Objectives:
The goal of this work is to explore available biosignal file format and data exchange
standards and profiles, and to conceptualise end-To-end solutions. Methods: The
authors reviewed and discussed available biosignal file format standards with
other members of international standards development organisations (SDOs). Results:
A raw concept for standards based acquisition, storage, archiving and sharing
of biosignals was developed. The GDF format may serve for storing biosignals.
Signals can then be shared using FHIR resources and may be stored on FHIR servers
or in DICOM archives, with DICOM waveforms as one possible format. Conclusion:
Currently a group of international SDOs (e.g. HL7, IHE, DICOM, IEEE) is engaged
in intensive discussions. This discussion extends existing work that already was
adopted by large implementer communities. The concept presented here only reports
the current status of the discussion in Austria. The discussion will continue
internationally, with results to be expected over the coming years.'
alternative_title:
- Studies in Health Technology and Informatics
author:
- first_name: Stefan
full_name: Sauermann, Stefan
last_name: Sauermann
- first_name: Veronika
full_name: David, Veronika
last_name: David
- first_name: Alois
full_name: Schlögl, Alois
id: 45BF87EE-F248-11E8-B48F-1D18A9856A87
last_name: Schlögl
orcid: 0000-0002-5621-8100
- first_name: Reinhard
full_name: Egelkraut, Reinhard
last_name: Egelkraut
- first_name: Matthias
full_name: Frohner, Matthias
last_name: Frohner
- first_name: Birgit
full_name: Pohn, Birgit
last_name: Pohn
- first_name: Philipp
full_name: Urbauer, Philipp
last_name: Urbauer
- first_name: Alexander
full_name: Mense, Alexander
last_name: Mense
citation:
ama: 'Sauermann S, David V, Schlögl A, et al. Biosignals standards and FHIR: The
way to go. In: Vol 236. IOS Press; 2017:356-362. doi:10.3233/978-1-61499-759-7-356'
apa: 'Sauermann, S., David, V., Schlögl, A., Egelkraut, R., Frohner, M., Pohn, B.,
… Mense, A. (2017). Biosignals standards and FHIR: The way to go (Vol. 236, pp.
356–362). Presented at the eHealth: Health Informatics Meets eHealth, Vienna,
Austria: IOS Press. https://doi.org/10.3233/978-1-61499-759-7-356'
chicago: 'Sauermann, Stefan, Veronika David, Alois Schlögl, Reinhard Egelkraut,
Matthias Frohner, Birgit Pohn, Philipp Urbauer, and Alexander Mense. “Biosignals
Standards and FHIR: The Way to Go,” 236:356–62. IOS Press, 2017. https://doi.org/10.3233/978-1-61499-759-7-356.'
ieee: 'S. Sauermann et al., “Biosignals standards and FHIR: The way to go,”
presented at the eHealth: Health Informatics Meets eHealth, Vienna, Austria, 2017,
vol. 236, pp. 356–362.'
ista: 'Sauermann S, David V, Schlögl A, Egelkraut R, Frohner M, Pohn B, Urbauer
P, Mense A. 2017. Biosignals standards and FHIR: The way to go. eHealth: Health
Informatics Meets eHealth, Studies in Health Technology and Informatics, vol.
236, 356–362.'
mla: 'Sauermann, Stefan, et al. Biosignals Standards and FHIR: The Way to Go.
Vol. 236, IOS Press, 2017, pp. 356–62, doi:10.3233/978-1-61499-759-7-356.'
short: S. Sauermann, V. David, A. Schlögl, R. Egelkraut, M. Frohner, B. Pohn, P.
Urbauer, A. Mense, in:, IOS Press, 2017, pp. 356–362.
conference:
end_date: 2017-05-24
location: Vienna, Austria
name: 'eHealth: Health Informatics Meets eHealth'
start_date: 2017-05-23
date_created: 2018-12-11T11:47:36Z
date_published: 2017-01-01T00:00:00Z
date_updated: 2021-01-12T08:06:59Z
day: '01'
ddc:
- '005'
department:
- _id: ScienComp
- _id: PeJo
doi: 10.3233/978-1-61499-759-7-356
file:
- access_level: open_access
checksum: 1254dcc5b04a996d97fad9a726b42727
content_type: application/pdf
creator: system
date_created: 2018-12-12T10:11:56Z
date_updated: 2020-07-14T12:47:27Z
file_id: '4913'
file_name: IST-2017-906-v1+1_SHTI236-0356.pdf
file_size: 443635
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file_date_updated: 2020-07-14T12:47:27Z
has_accepted_license: '1'
intvolume: ' 236'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc/4.0/
month: '01'
oa: 1
oa_version: Published Version
page: 356 - 362
publication_identifier:
isbn:
- 978-161499758-0
publication_status: published
publisher: IOS Press
publist_id: '7164'
pubrep_id: '906'
quality_controlled: '1'
scopus_import: 1
status: public
title: 'Biosignals standards and FHIR: The way to go'
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: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 236
year: '2017'
...
---
_id: '12905'
article_processing_charge: No
author:
- first_name: Alois
full_name: Schlögl, Alois
id: 45BF87EE-F248-11E8-B48F-1D18A9856A87
last_name: Schlögl
orcid: 0000-0002-5621-8100
- first_name: Janos
full_name: Kiss, Janos
id: 3D3A06F8-F248-11E8-B48F-1D18A9856A87
last_name: Kiss
citation:
ama: 'Schlögl A, Kiss J. Scientific Computing at IST Austria. In: AHPC17 – Austrian
HPC Meeting 2017. FSP Scientific Computing; 2017:28.'
apa: 'Schlögl, A., & Kiss, J. (2017). Scientific Computing at IST Austria. In
AHPC17 – Austrian HPC Meeting 2017 (p. 28). Grundlsee, Austria: FSP Scientific
Computing.'
chicago: Schlögl, Alois, and Janos Kiss. “Scientific Computing at IST Austria.”
In AHPC17 – Austrian HPC Meeting 2017, 28. FSP Scientific Computing, 2017.
ieee: A. Schlögl and J. Kiss, “Scientific Computing at IST Austria,” in AHPC17
– Austrian HPC Meeting 2017, Grundlsee, Austria, 2017, p. 28.
ista: 'Schlögl A, Kiss J. 2017. Scientific Computing at IST Austria. AHPC17 – Austrian
HPC Meeting 2017. AHPC: Austrian HPC Meeting, 28.'
mla: Schlögl, Alois, and Janos Kiss. “Scientific Computing at IST Austria.” AHPC17
– Austrian HPC Meeting 2017, FSP Scientific Computing, 2017, p. 28.
short: A. Schlögl, J. Kiss, in:, AHPC17 – Austrian HPC Meeting 2017, FSP Scientific
Computing, 2017, p. 28.
conference:
end_date: 2017-03-03
location: Grundlsee, Austria
name: 'AHPC: Austrian HPC Meeting'
start_date: 2017-03-01
date_created: 2023-05-05T12:58:53Z
date_published: 2017-03-03T00:00:00Z
date_updated: 2023-05-16T07:22:23Z
day: '03'
ddc:
- '000'
department:
- _id: ScienComp
file:
- access_level: open_access
checksum: 7bcc499479d4f4c5ce6c0071c24ca6c6
content_type: application/pdf
creator: dernst
date_created: 2023-05-16T07:20:50Z
date_updated: 2023-05-16T07:20:50Z
file_id: '12969'
file_name: 2017_AHPC_Schloegl.pdf
file_size: 1005486
relation: main_file
success: 1
file_date_updated: 2023-05-16T07:20:50Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://vsc.ac.at/fileadmin/user_upload/vsc/conferences/ahpc17/BOOKLET_AHPC17.pdf
month: '03'
oa: 1
oa_version: Published Version
page: '28'
publication: AHPC17 – Austrian HPC Meeting 2017
publication_status: published
publisher: FSP Scientific Computing
status: public
title: Scientific Computing at IST Austria
type: conference_abstract
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2017'
...
---
_id: '1350'
abstract:
- lang: eng
text: "The hippocampal CA3 region plays a key role in learning and memory. Recurrent
CA3–CA3\r\nsynapses are thought to be the subcellular substrate of pattern completion.
However, the\r\nsynaptic mechanisms of this network computation remain enigmatic.
To investigate these mechanisms, we combined functional connectivity analysis
with network modeling.\r\nSimultaneous recording fromup to eight CA3 pyramidal
neurons revealed that connectivity was sparse, spatially uniform, and highly enriched
in disynaptic motifs (reciprocal, convergence,divergence, and chain motifs). Unitary
connections were composed of one or two synaptic contacts, suggesting efficient
use of postsynaptic space. Real-size modeling indicated that CA3 networks with
sparse connectivity, disynaptic motifs, and single-contact connections robustly
generated pattern completion.Thus, macro- and microconnectivity contribute to
efficient\r\nmemory storage and retrieval in hippocampal networks."
acknowledged_ssus:
- _id: ScienComp
author:
- first_name: José
full_name: Guzmán, José
id: 30CC5506-F248-11E8-B48F-1D18A9856A87
last_name: Guzmán
- first_name: Alois
full_name: Schlögl, Alois
id: 45BF87EE-F248-11E8-B48F-1D18A9856A87
last_name: Schlögl
orcid: 0000-0002-5621-8100
- first_name: Michael
full_name: Frotscher, Michael
last_name: Frotscher
- 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: Guzmán J, Schlögl A, Frotscher M, Jonas PM. Synaptic mechanisms of pattern
completion in the hippocampal CA3 network. Science. 2016;353(6304):1117-1123.
doi:10.1126/science.aaf1836
apa: Guzmán, J., Schlögl, A., Frotscher, M., & Jonas, P. M. (2016). Synaptic
mechanisms of pattern completion in the hippocampal CA3 network. Science.
American Association for the Advancement of Science. https://doi.org/10.1126/science.aaf1836
chicago: Guzmán, José, Alois Schlögl, Michael Frotscher, and Peter M Jonas. “Synaptic
Mechanisms of Pattern Completion in the Hippocampal CA3 Network.” Science.
American Association for the Advancement of Science, 2016. https://doi.org/10.1126/science.aaf1836.
ieee: J. Guzmán, A. Schlögl, M. Frotscher, and P. M. Jonas, “Synaptic mechanisms
of pattern completion in the hippocampal CA3 network,” Science, vol. 353,
no. 6304. American Association for the Advancement of Science, pp. 1117–1123,
2016.
ista: Guzmán J, Schlögl A, Frotscher M, Jonas PM. 2016. Synaptic mechanisms of pattern
completion in the hippocampal CA3 network. Science. 353(6304), 1117–1123.
mla: Guzmán, José, et al. “Synaptic Mechanisms of Pattern Completion in the Hippocampal
CA3 Network.” Science, vol. 353, no. 6304, American Association for the
Advancement of Science, 2016, pp. 1117–23, doi:10.1126/science.aaf1836.
short: J. Guzmán, A. Schlögl, M. Frotscher, P.M. Jonas, Science 353 (2016) 1117–1123.
date_created: 2018-12-11T11:51:31Z
date_published: 2016-09-09T00:00:00Z
date_updated: 2021-01-12T06:50:04Z
day: '09'
ddc:
- '570'
department:
- _id: ScienComp
- _id: PeJo
doi: 10.1126/science.aaf1836
ec_funded: 1
file:
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checksum: 89caefa4e181424cbf0aecc835fcc5ec
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creator: system
date_created: 2018-12-12T10:12:27Z
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relation: main_file
file_date_updated: 2020-07-14T12:44:46Z
has_accepted_license: '1'
intvolume: ' 353'
issue: '6304'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Preprint
page: 1117 - 1123
project:
- _id: 25C0F108-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '268548'
name: Nanophysiology of fast-spiking, parvalbumin-expressing GABAergic interneurons
- _id: 25C26B1E-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: P24909-B24
name: Mechanisms of transmitter release at GABAergic synapses
publication: Science
publication_status: published
publisher: American Association for the Advancement of Science
publist_id: '5899'
pubrep_id: '823'
quality_controlled: '1'
scopus_import: 1
status: public
title: Synaptic mechanisms of pattern completion in the hippocampal CA3 network
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 353
year: '2016'
...
---
_id: '12903'
article_processing_charge: No
author:
- first_name: Alois
full_name: Schlögl, Alois
id: 45BF87EE-F248-11E8-B48F-1D18A9856A87
last_name: Schlögl
orcid: 0000-0002-5621-8100
- first_name: Stephan
full_name: Stadlbauer, Stephan
id: 4D0BC184-F248-11E8-B48F-1D18A9856A87
last_name: Stadlbauer
citation:
ama: 'Schlögl A, Stadlbauer S. High performance computing at IST Austria: Modelling
the human hippocampus. In: AHPC16 - Austrian HPC Meeting 2016. VSC - Vienna
Scientific Cluster; 2016:37.'
apa: 'Schlögl, A., & Stadlbauer, S. (2016). High performance computing at IST
Austria: Modelling the human hippocampus. In AHPC16 - Austrian HPC Meeting
2016 (p. 37). Grundlsee, Austria: VSC - Vienna Scientific Cluster.'
chicago: 'Schlögl, Alois, and Stephan Stadlbauer. “High Performance Computing at
IST Austria: Modelling the Human Hippocampus.” In AHPC16 - Austrian HPC Meeting
2016, 37. VSC - Vienna Scientific Cluster, 2016.'
ieee: 'A. Schlögl and S. Stadlbauer, “High performance computing at IST Austria:
Modelling the human hippocampus,” in AHPC16 - Austrian HPC Meeting 2016,
Grundlsee, Austria, 2016, p. 37.'
ista: 'Schlögl A, Stadlbauer S. 2016. High performance computing at IST Austria:
Modelling the human hippocampus. AHPC16 - Austrian HPC Meeting 2016. AHPC: Austrian
HPC Meeting, 37.'
mla: 'Schlögl, Alois, and Stephan Stadlbauer. “High Performance Computing at IST
Austria: Modelling the Human Hippocampus.” AHPC16 - Austrian HPC Meeting 2016,
VSC - Vienna Scientific Cluster, 2016, p. 37.'
short: A. Schlögl, S. Stadlbauer, in:, AHPC16 - Austrian HPC Meeting 2016, VSC -
Vienna Scientific Cluster, 2016, p. 37.
conference:
end_date: 2016-02-24
location: Grundlsee, Austria
name: 'AHPC: Austrian HPC Meeting'
start_date: 2016-02-22
date_created: 2023-05-05T12:54:47Z
date_published: 2016-02-24T00:00:00Z
date_updated: 2023-05-16T07:15:14Z
day: '24'
ddc:
- '000'
department:
- _id: ScienComp
- _id: PeJo
file:
- access_level: open_access
checksum: 4a7b00362e81358d568f5e216fa03c3e
content_type: application/pdf
creator: dernst
date_created: 2023-05-16T07:03:56Z
date_updated: 2023-05-16T07:03:56Z
file_id: '12968'
file_name: 2016_AHPC_Schloegl.pdf
file_size: 1073523
relation: main_file
success: 1
file_date_updated: 2023-05-16T07:03:56Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://vsc.ac.at/fileadmin/user_upload/vsc/conferences/ahpc16/BOOKLET_AHPC16.pdf
month: '02'
oa: 1
oa_version: Published Version
page: '37'
publication: AHPC16 - Austrian HPC Meeting 2016
publication_status: published
publisher: VSC - Vienna Scientific Cluster
quality_controlled: '1'
status: public
title: 'High performance computing at IST Austria: Modelling the human hippocampus'
type: conference_abstract
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2016'
...
---
_id: '1890'
abstract:
- lang: eng
text: To search for a target in a complex environment is an everyday behavior that
ends with finding the target. When we search for two identical targets, however,
we must continue the search after finding the first target and memorize its location.
We used fixation-related potentials to investigate the neural correlates of different
stages of the search, that is, before and after finding the first target. Having
found the first target influenced subsequent distractor processing. Compared to
distractor fixations before the first target fixation, a negative shift was observed
for three subsequent distractor fixations. These results suggest that processing
a target in continued search modulates the brain's response, either transiently
by reflecting temporary working memory processes or permanently by reflecting
working memory retention.
acknowledgement: 'Funded by Austrian Science Fund (FWF) Grant Number: P 22189-B18;
European Union within the 6th Framework Programme Grant Number: 517590; State government
of Styria Grant Number: PN 4055'
author:
- first_name: Christof
full_name: Körner, Christof
last_name: Körner
- first_name: Verena
full_name: Braunstein, Verena
last_name: Braunstein
- first_name: Matthias
full_name: Stangl, Matthias
last_name: Stangl
- first_name: Alois
full_name: Schlögl, Alois
id: 45BF87EE-F248-11E8-B48F-1D18A9856A87
last_name: Schlögl
orcid: 0000-0002-5621-8100
- first_name: Christa
full_name: Neuper, Christa
last_name: Neuper
- first_name: Anja
full_name: Ischebeck, Anja
last_name: Ischebeck
citation:
ama: 'Körner C, Braunstein V, Stangl M, Schlögl A, Neuper C, Ischebeck A. Sequential
effects in continued visual search: Using fixation-related potentials to compare
distractor processing before and after target detection. Psychophysiology.
2014;51(4):385-395. doi:10.1111/psyp.12062'
apa: 'Körner, C., Braunstein, V., Stangl, M., Schlögl, A., Neuper, C., & Ischebeck,
A. (2014). Sequential effects in continued visual search: Using fixation-related
potentials to compare distractor processing before and after target detection.
Psychophysiology. Wiley-Blackwell. https://doi.org/10.1111/psyp.12062'
chicago: 'Körner, Christof, Verena Braunstein, Matthias Stangl, Alois Schlögl, Christa
Neuper, and Anja Ischebeck. “Sequential Effects in Continued Visual Search: Using
Fixation-Related Potentials to Compare Distractor Processing before and after
Target Detection.” Psychophysiology. Wiley-Blackwell, 2014. https://doi.org/10.1111/psyp.12062.'
ieee: 'C. Körner, V. Braunstein, M. Stangl, A. Schlögl, C. Neuper, and A. Ischebeck,
“Sequential effects in continued visual search: Using fixation-related potentials
to compare distractor processing before and after target detection,” Psychophysiology,
vol. 51, no. 4. Wiley-Blackwell, pp. 385–395, 2014.'
ista: 'Körner C, Braunstein V, Stangl M, Schlögl A, Neuper C, Ischebeck A. 2014.
Sequential effects in continued visual search: Using fixation-related potentials
to compare distractor processing before and after target detection. Psychophysiology.
51(4), 385–395.'
mla: 'Körner, Christof, et al. “Sequential Effects in Continued Visual Search: Using
Fixation-Related Potentials to Compare Distractor Processing before and after
Target Detection.” Psychophysiology, vol. 51, no. 4, Wiley-Blackwell, 2014,
pp. 385–95, doi:10.1111/psyp.12062.'
short: C. Körner, V. Braunstein, M. Stangl, A. Schlögl, C. Neuper, A. Ischebeck,
Psychophysiology 51 (2014) 385–395.
date_created: 2018-12-11T11:54:34Z
date_published: 2014-02-11T00:00:00Z
date_updated: 2021-01-12T06:53:52Z
day: '11'
ddc:
- '000'
department:
- _id: ScienComp
- _id: PeJo
doi: 10.1111/psyp.12062
file:
- access_level: open_access
checksum: 4255b6185e774acce1d99f8e195c564d
content_type: application/pdf
creator: system
date_created: 2018-12-12T10:16:44Z
date_updated: 2020-07-14T12:45:20Z
file_id: '5233'
file_name: IST-2016-442-v1+1_K-rner_et_al-2014-Psychophysiology.pdf
file_size: 543243
relation: main_file
file_date_updated: 2020-07-14T12:45:20Z
has_accepted_license: '1'
intvolume: ' 51'
issue: '4'
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
page: 385 - 395
publication: Psychophysiology
publication_status: published
publisher: Wiley-Blackwell
publist_id: '5205'
pubrep_id: '442'
scopus_import: 1
status: public
title: 'Sequential effects in continued visual search: Using fixation-related potentials
to compare distractor processing before and after target detection'
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: 4435EBFC-F248-11E8-B48F-1D18A9856A87
volume: 51
year: '2014'
...
---
_id: '2230'
abstract:
- lang: eng
text: Intracellular electrophysiological recordings provide crucial insights into
elementary neuronal signals such as action potentials and synaptic currents. Analyzing
and interpreting these signals is essential for a quantitative understanding of
neuronal information processing, and requires both fast data visualization and
ready access to complex analysis routines. To achieve this goal, we have developed
Stimfit, a free software package for cellular neurophysiology with a Python scripting
interface and a built-in Python shell. The program supports most standard file
formats for cellular neurophysiology and other biomedical signals through the
Biosig library. To quantify and interpret the activity of single neurons and communication
between neurons, the program includes algorithms to characterize the kinetics
of presynaptic action potentials and postsynaptic currents, estimate latencies
between pre- and postsynaptic events, and detect spontaneously occurring events.
We validate and benchmark these algorithms, give estimation errors, and provide
sample use cases, showing that Stimfit represents an efficient, accessible and
extensible way to accurately analyze and interpret neuronal signals.
article_number: '16'
author:
- first_name: José
full_name: Guzmán, José
id: 30CC5506-F248-11E8-B48F-1D18A9856A87
last_name: Guzmán
- first_name: Alois
full_name: Schlögl, Alois
id: 45BF87EE-F248-11E8-B48F-1D18A9856A87
last_name: Schlögl
orcid: 0000-0002-5621-8100
- first_name: Christoph
full_name: Schmidt Hieber, Christoph
last_name: Schmidt Hieber
citation:
ama: 'Guzmán J, Schlögl A, Schmidt Hieber C. Stimfit: Quantifying electrophysiological
data with Python. Frontiers in Neuroinformatics. 2014;8(FEB). doi:10.3389/fninf.2014.00016'
apa: 'Guzmán, J., Schlögl, A., & Schmidt Hieber, C. (2014). Stimfit: Quantifying
electrophysiological data with Python. Frontiers in Neuroinformatics. Frontiers
Research Foundation. https://doi.org/10.3389/fninf.2014.00016'
chicago: 'Guzmán, José, Alois Schlögl, and Christoph Schmidt Hieber. “Stimfit: Quantifying
Electrophysiological Data with Python.” Frontiers in Neuroinformatics.
Frontiers Research Foundation, 2014. https://doi.org/10.3389/fninf.2014.00016.'
ieee: 'J. Guzmán, A. Schlögl, and C. Schmidt Hieber, “Stimfit: Quantifying electrophysiological
data with Python,” Frontiers in Neuroinformatics, vol. 8, no. FEB. Frontiers
Research Foundation, 2014.'
ista: 'Guzmán J, Schlögl A, Schmidt Hieber C. 2014. Stimfit: Quantifying electrophysiological
data with Python. Frontiers in Neuroinformatics. 8(FEB), 16.'
mla: 'Guzmán, José, et al. “Stimfit: Quantifying Electrophysiological Data with
Python.” Frontiers in Neuroinformatics, vol. 8, no. FEB, 16, Frontiers
Research Foundation, 2014, doi:10.3389/fninf.2014.00016.'
short: J. Guzmán, A. Schlögl, C. Schmidt Hieber, Frontiers in Neuroinformatics 8
(2014).
date_created: 2018-12-11T11:56:27Z
date_published: 2014-02-21T00:00:00Z
date_updated: 2021-01-12T06:56:09Z
day: '21'
ddc:
- '570'
department:
- _id: ScienComp
- _id: PeJo
doi: 10.3389/fninf.2014.00016
file:
- access_level: open_access
checksum: eeca00bba7232ff7d27db83321f6ea30
content_type: application/pdf
creator: system
date_created: 2018-12-12T10:12:17Z
date_updated: 2020-07-14T12:45:34Z
file_id: '4935'
file_name: IST-2016-425-v1+1_fninf-08-00016.pdf
file_size: 2883372
relation: main_file
file_date_updated: 2020-07-14T12:45:34Z
has_accepted_license: '1'
intvolume: ' 8'
issue: FEB
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
publication: Frontiers in Neuroinformatics
publication_identifier:
issn:
- '16625196'
publication_status: published
publisher: Frontiers Research Foundation
publist_id: '4731'
pubrep_id: '425'
quality_controlled: '1'
scopus_import: 1
status: public
title: 'Stimfit: Quantifying electrophysiological data with Python'
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 8
year: '2014'
...
---
_id: '2954'
abstract:
- lang: eng
text: Spontaneous postsynaptic currents (PSCs) provide key information about the
mechanisms of synaptic transmission and the activity modes of neuronal networks.
However, detecting spontaneous PSCs in vitro and in vivo has been challenging,
because of the small amplitude, the variable kinetics, and the undefined time
of generation of these events. Here, we describe a, to our knowledge, new method
for detecting spontaneous synaptic events by deconvolution, using a template that
approximates the average time course of spontaneous PSCs. A recorded PSC trace
is deconvolved from the template, resulting in a series of delta-like functions.
The maxima of these delta-like events are reliably detected, revealing the precise
onset times of the spontaneous PSCs. Among all detection methods, the deconvolution-based
method has a unique temporal resolution, allowing the detection of individual
events in high-frequency bursts. Furthermore, the deconvolution-based method has
a high amplitude resolution, because deconvolution can substantially increase
the signal/noise ratio. When tested against previously published methods using
experimental data, the deconvolution-based method was superior for spontaneous
PSCs recorded in vivo. Using the high-resolution deconvolution-based detection
algorithm, we show that the frequency of spontaneous excitatory postsynaptic currents
in dentate gyrus granule cells is 4.5 times higher in vivo than in vitro.
acknowledgement: "This work was supported by the Deutsche Forschungsgemeinschaft (TR3/B10)
and a European Research Council Advanced grant to P.J.\r\nWe thank H. Hu, S. J.
Guzman, and C. Schmidt-Hieber for critically reading the manuscript, I. Koeva and
F. Marr for technical support, and E. Kramberger for editorial assistance.\r\n"
author:
- first_name: Alejandro
full_name: Pernia-Andrade, Alejandro
id: 36963E98-F248-11E8-B48F-1D18A9856A87
last_name: Pernia-Andrade
- first_name: Sarit
full_name: Goswami, Sarit
id: 3A578F32-F248-11E8-B48F-1D18A9856A87
last_name: Goswami
- first_name: Yvonne
full_name: Stickler, Yvonne
id: 63B76600-E9CC-11E9-9B5F-82450873F7A1
last_name: Stickler
- first_name: Ulrich
full_name: Fröbe, Ulrich
last_name: Fröbe
- first_name: Alois
full_name: Schlögl, Alois
id: 45BF87EE-F248-11E8-B48F-1D18A9856A87
last_name: Schlögl
orcid: 0000-0002-5621-8100
- 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: Pernia-Andrade A, Goswami S, Stickler Y, Fröbe U, Schlögl A, Jonas PM. A deconvolution
based method with high sensitivity and temporal resolution for detection of spontaneous
synaptic currents in vitro and in vivo. Biophysical Journal. 2012;103(7):1429-1439.
doi:10.1016/j.bpj.2012.08.039
apa: Pernia-Andrade, A., Goswami, S., Stickler, Y., Fröbe, U., Schlögl, A., &
Jonas, P. M. (2012). A deconvolution based method with high sensitivity and temporal
resolution for detection of spontaneous synaptic currents in vitro and in vivo.
Biophysical Journal. Biophysical. https://doi.org/10.1016/j.bpj.2012.08.039
chicago: Pernia-Andrade, Alejandro, Sarit Goswami, Yvonne Stickler, Ulrich Fröbe,
Alois Schlögl, and Peter M Jonas. “A Deconvolution Based Method with High Sensitivity
and Temporal Resolution for Detection of Spontaneous Synaptic Currents in Vitro
and in Vivo.” Biophysical Journal. Biophysical, 2012. https://doi.org/10.1016/j.bpj.2012.08.039.
ieee: A. Pernia-Andrade, S. Goswami, Y. Stickler, U. Fröbe, A. Schlögl, and P. M.
Jonas, “A deconvolution based method with high sensitivity and temporal resolution
for detection of spontaneous synaptic currents in vitro and in vivo,” Biophysical
Journal, vol. 103, no. 7. Biophysical, pp. 1429–1439, 2012.
ista: Pernia-Andrade A, Goswami S, Stickler Y, Fröbe U, Schlögl A, Jonas PM. 2012.
A deconvolution based method with high sensitivity and temporal resolution for
detection of spontaneous synaptic currents in vitro and in vivo. Biophysical Journal.
103(7), 1429–1439.
mla: Pernia-Andrade, Alejandro, et al. “A Deconvolution Based Method with High Sensitivity
and Temporal Resolution for Detection of Spontaneous Synaptic Currents in Vitro
and in Vivo.” Biophysical Journal, vol. 103, no. 7, Biophysical, 2012,
pp. 1429–39, doi:10.1016/j.bpj.2012.08.039.
short: A. Pernia-Andrade, S. Goswami, Y. Stickler, U. Fröbe, A. Schlögl, P.M. Jonas,
Biophysical Journal 103 (2012) 1429–1439.
date_created: 2018-12-11T12:00:32Z
date_published: 2012-10-03T00:00:00Z
date_updated: 2021-01-12T07:40:01Z
day: '03'
department:
- _id: PeJo
- _id: ScienComp
doi: 10.1016/j.bpj.2012.08.039
external_id:
pmid:
- '23062335'
intvolume: ' 103'
issue: '7'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3471482/
month: '10'
oa: 1
oa_version: Submitted Version
page: 1429 - 1439
pmid: 1
project:
- _id: 25BDE9A4-B435-11E9-9278-68D0E5697425
grant_number: SFB-TR3-TP10B
name: Glutamaterge synaptische Übertragung und Plastizität in hippocampalen Mikroschaltkreisen
publication: Biophysical Journal
publication_status: published
publisher: Biophysical
publist_id: '3774'
quality_controlled: '1'
scopus_import: 1
status: public
title: A deconvolution based method with high sensitivity and temporal resolution
for detection of spontaneous synaptic currents in vitro and in vivo
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 103
year: '2012'
...