Jan Zrimec

Showing 16 publications

2022

Enhanced metabolism and negative regulation of ER stress support higher erythropoietin production in HEK293 cells

Rasool Saghaleyni, Magdalena Malm, Noah Moruzzi et al
Cell Reports. Vol. 39 (11)
Journal article
2022

Data mining of Saccharomyces cerevisiae mutants engineered for increased tolerance towards inhibitors in lignocellulosic hydrolysates

Elena Cámara, Lisbeth Olsson, Jan Zrimec et al
Biotechnology Advances. Vol. 57
Review article
2022

Learning deep representations of enzyme thermal adaptation

Gang Li, Filip Buric, Jan Zrimec et al
Protein Science. Vol. 31 (12)
Journal article
2022

Controlling gene expression with deep generative design of regulatory DNA

Jan Zrimec, Xiaozhi Fu, Muhammad Azam Sheikh et al
Nature Communications. Vol. 13 (1), p. 5099-
Journal article
2021

Performance of Regression Models as a Function of Experiment Noise

Gang Li, Jan Zrimec, Boyang Ji et al
Bioinformatics and Biology Insights. Vol. 15
Journal article
2021

Learning the Regulatory Code of Gene Expression

Jan Zrimec, Filip Buric, Mariia Kokina et al
Frontiers in Molecular Biosciences. Vol. 8
Review article
2021

Plastic-Degrading Potential across the Global Microbiome Correlates with Recent Pollution Trends

Jan Zrimec, Mariia Kokina, Sara Jonasson et al
mBio. Vol. 12 (5)
Journal article
2021

Expanding functional protein sequence spaces using generative adversarial networks

Donatas Repecka, Vykintas Jauniskis, Laurynas Karpus et al
Nature Machine Intelligence. Vol. 3 (4), p. 324-333
Journal article
2021

Bayesian genome scale modelling identifies thermal determinants of yeast metabolism

Gang Li, Yating Hu, Jan Zrimec et al
Nature Communications. Vol. 12 (1)
Journal article
2020

Structural representations of DNA regulatory substrates can enhance sequence-based algorithms by associating functional sequence variants

Jan Zrimec
Proceedings of the 11th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2020. Vol. 21 September 2020
Paper in proceeding
2020

Deep learning suggests that gene expression is encoded in all parts of a co-evolving interacting gene regulatory structure

Jan Zrimec, Christoph Sebastian Börlin, Filip Buric et al
Nature Communications. Vol. 11 (1)
Journal article
2020

Parallel Factor Analysis Enables Quantification and Identification of Highly Convolved Data-Independent-Acquired Protein Spectra

Filip Buric, Jan Zrimec, Aleksej Zelezniak
Patterns. Vol. 1 (9)
Journal article
2019

Natural Microbial Communities Can Be Manipulated by Artificially Constructed Biofilms

Tomaž Rijavec, Jan Zrimec, Rob van Spanning et al
Advanced Science. Vol. 6 (22)
Journal article
2018

DNA structure at the plasmid origin-of-Transfer indicates its potential transfer range

Jan Zrimec, Aleš Lapanje
Scientific Reports. Vol. 8 (1)
Journal article

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