Results and publications

Preprints:

Potato yield can be predicted by using drone-captured and environmental measurements early in the growing season
Vižintin, Angelika ; Zagorščak, Maja ; Turk, Eva ; Križnik, Maja ; Petek, Marko ; Stare, Katja ; Zrimec, Jan ; Gruden, Kristina
Tip dela: 1.25 drugi sestavni deli
Leto: 2026
Vir: bioRxiv [Elektronski vir] : ǂthe ǂpreprint server for biology. – ISSN 2692-8205. – Str. 1-49
COBISS.si-ID 272513795

Publications:

Evaluating plant growth–defense trade-offs by modelingthe interaction between primary and secondary metabolism
Zrimec, Jan ; Correo, Sandra ; Zagorščak, Maja ; Petek, Marko ; Bleker, Carissa ; Stare, Katja ; Schuy, Christian ; Sonnewald, Sophia ; Gruden, Kristina ; Nikoloski, Zoran
Type of work: 1.01 original scientific article
Year: 2025
Source: Proceedings of the National Academy of Sciences of the United States of America [Elektronski vir]. – ISSN 1091-6490. – ǂVol. ǂ122, ǂno. ǂ32, [article no.] e2502160122, str. 1-11
COBISS.si-ID 246042883

Integration of multi-omics data and deep phenotyping provides insights into responses to single and combined abiotic stress in potato
Zagorščak Maja ; Abdelhakim, Lamis ; Rodriguez-Granados, Natalia Yaneth ; Bleker, Carissa ; Blejec, Andrej ; Zrimec, Jan ; Baebler, Špela ; Županič, Anže ; Pompe Novak, Maruša ; Gruden, Kristina
Type of work: 1.01 original scientific article
Year: 2025
Source: Plant physiology. – ISSN 1532-2548. – ǂVol. ǂ197, ǂiss. ǂ4, [article no.] kiaf126, str. 1-42
COBISS.si-ID 231332611

Evidence-based unification of potato gene models with the UniTato collaborative genome browser
Type of work: 1.01 original scientific article
Year: 2024
Source: Frontiers in plant science [Elektronski vir]. – ISSN 1664-462X. – ǂVol. ǂ15, ǂ[art. no.] ǂ1352253, str. 1-10
COBISS.si-ID 198532867

 

A mini-TGA protein modulates gene expression through heterogeneous association with transcription factors
Type of work: 1.01 original scientific article
Year: 2022
Source: Plant physiology. – ISSN 0032-0889. – ǂVol. ǂ191, ǂiss. ǂ3, str. 1934–1952
COBISS.si-ID 135092739

 

Controlling gene expression with deep generative design of regulatory DNA
Zrimec, Jan ; Fu, Xiaozhi ; Sheikh Muhammad, Azam ; Skrekas, Christos ; Jauniskis, Vykintas ; Speicher, Nora K. ; Börlin, Christoph S. ; Verendel, Vilhelm ; Chehreghani, Morteza Haghir ; Dubhashi, Devdatt P. ; Siewers, Verena ; Fitz, Florian David ; Nielsen, Jens ; Zelezniak, Aleksej
Type of work: 1.01 original scientific article
Year: 2022
Source: Nature communications [Elektronski vir]. – ISSN 2041-1723. – Vol. 13, str. 1-17
COBISS.SI-ID 120155139


Toward learning the principles of plant gene regulation

Zrimec, Jan ; Zelezniak, Aleksej ; Gruden, Kristina
Type of work: 1.03 short scientific article
Year: 2022
Source: Trends in Plant Science. – ISSN 1360-1385. – Vol. 27, iss. 12, str. 1206-1208
COBISS.SI-ID 123482371

Learning deep representations of enzyme thermal adaptation
Li, Gang ; Buric, Filip ; Zrimec, Jan ; Viknander, Sandra ; Nielsen, Jens ; Zelezniak, Aleksej ; Engqvist, Martin K. M.
Type of work: 1.01 original scientific article
Year: 2022
Source: Protein science [Elektronski vir]. – ISSN 1469-896X. – Vol. 31, iss. 12, 1-14 str.
COBISS.SI-ID 130304771


Conference presentations:

Decoding potato responses to climate stress through integrative omics [Elektronski vir]
Tip dela: 1.12 objavljeni povzetek znanstvenega prispevka na konferenci
Leto: 2025
Vir: SolanaceaeRubiaceae conference 2025 [Elektronski vir] : abstract book – Str. 88
COBISS.si-ID 253981955

 

Modelling yield of diverse potato varieties from multi-season field trial data [Elektronski vir]
Vižintin, Angelika ; Turk, Eva ; Zagorščak, Maja ; Ribarits, Alexandra ; Doevendans, Bianca ; Heselmans, Guus ; Imerovski, Ivana ; Bakker, Jeroen ; Lindenbergh, Pieter-Jelte ; Zrimec, Jan ; Gruden, Kristina
Tip dela: 1.12 objavljeni povzetek znanstvenega prispevka na konferenci
Leto: 2025
Vir: International conference AI for science 2025 [Elektronski vir] : Ljubljana, Slovenia, 22.09.2025-26.09.2025; including DS-2025, the SMASHing conference (4 tracks) and 4 additional tracks – Str. 52-53
COBISS.si-ID 257610755

 

Priming deep neural networks with knowledge graphs improves the explainability of condition-specific gene sets in Arabidopsis [Elektronski vir]
Tip dela: 1.12 objavljeni povzetek znanstvenega prispevka na konferenci
Leto: 2025
Vir: International conference AI for science 2025 [Elektronski vir] : Ljubljana, Slovenia, 22.09.2025-26.09.2025; including DS-2025, the SMASHing conference (4 tracks) and 4 additional tracks – Str. 42
COBISS.si-ID 252718339

 

Modelling potato primary and secondary metabolism captures the principles of plant growth and defence under biotic stress [Elektronski vir]
Tip dela: 1.12 objavljeni povzetek znanstvenega prispevka na konferenci
Leto: 2024
Vir: Plant modeling: opportunities and challenges [Elektronski vir] : IJPB Symposium 2024; Versailles, France, 13-15 May 2024; abstract book – Str. [37]
COBISS.si-ID 196557315

 

Modelling potato primary and secondary metabolism captures the principles of plant growth and defence under biotic stress [Elektronski vir]
Tip dela: 1.12 objavljeni povzetek znanstvenega prispevka na konferenci
Leto: 2024
Vir: miCROPe, Microbe-assisted crop production 2024 [Elektronski vir] : opportunities, challenges & needs; July, 15 – 18, 2024, Schloss Schönbrunn, Orangerie, Vienna, Austria – Str. 187
COBISS.si-ID 226101763

 

Désirée in distress – a system biology approach: from statistics to networks
Tip dela: 1.12 objavljeni povzetek znanstvenega prispevka na konferenci
Leto: 2023
Vir: 15th Meeting of the Slovenian Biochemical Society with International Participation = 15. srečanje Slovenskega biokemijskega društva z mednarodno udeležbo [Elektronski vir] : book of abstracts; = zbornik povzetkov; Portorož, 20-23 September 2023; = [20.–23. september 2023, Portorož, Slovenija] – Str. 44
COBISS.si-ID 167157763

 

MultiOmics data analysis, integration, and visualisation: ǂa ǂcase study in potato stress response
Tip dela: 1.12 objavljeni povzetek znanstvenega prispevka na konferenci
Leto: 2023
Vir: BIOSTAT 2023 [Elektronski vir] : 26th International scientific symposium on biometrics; book of abstracts, Zadar, 14-17 June 2023 – Str. 23
COBISS.si-ID 158803459

 

Potato vs climate change: integrated multidisciplinary approach to investigate phenotypic and molecular responses to combined stresses
Tip dela: 1.12 objavljeni povzetek znanstvenega prispevka na konferenci
Leto: 2023
Vir: 18th CFGBC Symposium [Elektronski vir] : book of abstracts; Slovenia, 1st June 2023 – Str. 15-16
COBISS.si-ID 158818307

 

A multiorgan model of potato primary and secondary metabolism captures the principles of plant growth and defence [Elektronski vir]
Type of work: 1.12 published scientific conference contribution abstract
Year: 2022
Source: Solanaceae 2022 [Elektronski vir]. – Str. 176
COBISS.SI-ID 130292227

 

Experimental evidence and community-based revision of potato gene models with automated and manual curation [Elektronski vir]
Type of work: 1.12 published scientific conference contribution abstract
Year: 2022
Source: Solanaceae 2022 [Elektronski vir]. – Str. 65
COBISS.SI-ID 130285315

 

TGACG-binding (TGA) transcription factors in potato (Solanum tuberosum L.) [Elektronski vir]
Type of work: 1.12 published scientific conference contribution abstract
Year: 2022
Source: Plants in Changing Environment [Elektronski vir] : International Conference of the Slovenian Society of Plant Biology; Biotechnical Faculty, University of Ljubljana, September 15-16, 2022, Ljubljana, Slovenia; [book of abstracts]. – str. 38
COBISS.SI-ID 121574915

 

Systems biology for understanding immunity responses in potato [Elektronski vir]
Type of work: 1.12 published scientific conference contribution abstract
Year: 2022
Source: Models in population dynamics, ecology and evolution. – Str. 88
COBISS.SI-ID 116857347