Deep learning suggests that gene expression is encoded in all parts of a co-evolving interacting gene regulatory structure
Understanding the genetic regulatory code governing gene expression is an important
challenge in molecular biology. However, how individual coding and non-coding regions of …
challenge in molecular biology. However, how individual coding and non-coding regions of …
Learning the regulatory code of gene expression
Data-driven machine learning is the method of choice for predicting molecular phenotypes
from nucleotide sequence, modeling gene expression events including protein-DNA …
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 …
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 …
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
Conjugative plasmids are important drivers of bacterial evolution. Most plasmids lack genes
for conjugation and characterized origins of transfer (oriT), which has hampered our …
for conjugation and characterized origins of transfer (oriT), which has hampered our …
Understanding horizontal gene transfer network in human gut microbiota
Abstract Background Horizontal Gene Transfer (HGT) is the process of transferring genetic
materials between species. Through sharing genetic materials, microorganisms in the …
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 …
mobile genetic elements (MGEs). The origin-of-transfer (oriT) region is crucial for this …
Performance of regression models as a function of experiment noise
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 …
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 …
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 …
environmental saprophyte through a cumulative process of genome adaptation …