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

J Zrimec, CS Börlin, F Buric, AS Muhammad… - Nature …, 2020 - nature.com
Understanding the genetic regulatory code governing gene expression is an important
challenge in molecular biology. However, how individual coding and non-coding regions of …

Learning the regulatory code of gene expression

J Zrimec, F Buric, M Kokina, V Garcia… - Frontiers in Molecular …, 2021 - frontiersin.org
Data-driven machine learning is the method of choice for predicting molecular phenotypes
from nucleotide sequence, modeling gene expression events including protein-DNA …

The secret life of conjugative relaxases

DL Guzmán-Herrador, M Llosa - Plasmid, 2019 - Elsevier
Conjugative relaxases are well-characterized proteins responsible for the site-and strand-
specific endonucleolytic cleavage and strand transfer reactions taking place at the start and …

Swine growth promotion with antibiotics or alternatives can increase antibiotic resistance gene mobility potential

J Muurinen, J Richert, CL Wickware, B Richert… - Scientific reports, 2021 - nature.com
Even though the use of antibiotics for food-producing animals may contribute to the
emergence of antimicrobial resistance, antibiotics are still used as growth promoters. Due to …

Expanding the diversity of origin of transfer-containing sequences in mobilizable plasmids

M Ares-Arroyo, A Nucci, EPC Rocha - Nature Microbiology, 2024 - nature.com
Conjugative plasmids are important drivers of bacterial evolution. Most plasmids lack genes
for conjugation and characterized origins of transfer (oriT), which has hampered our …

Understanding horizontal gene transfer network in human gut microbiota

C Li, J Chen, SC Li - Gut Pathogens, 2020 - Springer
Abstract Background Horizontal Gene Transfer (HGT) is the process of transferring genetic
materials between species. Through sharing genetic materials, microorganisms in the …

oriTDB: a database of the origin-of-transfer regions of bacterial mobile genetic elements

G Liu, X Li, J Guan, C Tai, Y Weng… - Nucleic Acids …, 2024 - academic.oup.com
Conjugation and mobilization are two important pathways of horizontal transfer of bacterial
mobile genetic elements (MGEs). The origin-of-transfer (oriT) region is crucial for this …

Performance of regression models as a function of experiment noise

G Li, J Zrimec, B Ji, J Geng, J Larsbrink… - … and Biology Insights, 2021 - journals.sagepub.com
Background: A challenge in developing machine learning regression models is that it is
difficult to know whether maximal performance has been reached on the test dataset, or …

Plasmid design for tunable two‐enzyme co‐expression promotes whole‐cell production of cellobiose

KN Schwaiger, A Voit, H Dobiašová… - Biotechnology …, 2020 - Wiley Online Library
Catalyst development for biochemical cascade reactions often follows a “whole‐cell‐
approach” in which a single microbial cell is made to express all required enzyme activities …

Insights into the ancestry evolution of the Mycobacterium tuberculosis complex from analysis of Mycobacterium riyadhense

Q Guan, M Garbati, S Mfarrej, T AlMutairi… - NAR genomics and …, 2021 - academic.oup.com
Current evolutionary scenarios posit the emergence of Mycobacterium tuberculosis from an
environmental saprophyte through a cumulative process of genome adaptation …