A review of methods for the reconstruction and analysis of integrated genome-scale models of metabolism and regulation

F Cruz, JP Faria, M Rocha, I Rocha… - Biochemical Society …, 2020 - portlandpress.com
The current survey aims to describe the main methodologies for extending the
reconstruction and analysis of genome-scale metabolic models and phenotype simulation …

The genome-scale integrated networks in microorganisms

T Hao, D Wu, L Zhao, Q Wang, E Wang… - Frontiers in …, 2018 - frontiersin.org
The genome-scale cellular network has become a necessary tool in the systematic analysis
of microbes. In a cell, there are several layers (ie, types) of the molecular networks, for …

A Multi‐Omics, Machine Learning‐Aware, Genome‐Wide Metabolic Model of Bacillus Subtilis Refines the Gene Expression and Cell Growth Prediction

X Bi, Y Cheng, X Lv, Y Liu, J Li, G Du… - Advanced …, 2024 - Wiley Online Library
Given the extensive heterogeneity and variability, understanding cellular functions and
regulatory mechanisms through the analysis of multi‐omics datasets becomes extremely …

PMF-GRN: a variational inference approach to single-cell gene regulatory network inference using probabilistic matrix factorization

C Skok Gibbs, O Mahmood, R Bonneau, K Cho - Genome Biology, 2024 - Springer
Inferring gene regulatory networks (GRNs) from single-cell data is challenging due to
heuristic limitations. Existing methods also lack estimates of uncertainty. Here we present …

An exhaustive multiple knockout approach to understanding cell wall hydrolase function in Bacillus subtilis

SA Wilson, RKJ Tank, JK Hobbs, SJ Foster, EC Garner - Mbio, 2023 - Am Soc Microbiol
Most bacteria are surrounded by their cell wall, containing a highly cross-linked protective
envelope of peptidoglycan. To grow, bacteria must continuously remodel their wall, inserting …

RegulomePA: a database of transcriptional regulatory interactions in Pseudomonas aeruginosa PAO1

E Galán-Vásquez, BC Luna-Olivera… - Database, 2020 - academic.oup.com
We present RegulomePA, a database that contains biological information on regulatory
interactions between transcription factors (TFs), sigma factor (SFs) and target genes in …

New insights into the efficient secretion of foreign protein in Bacillus subtilis via Ribo-seq and RNA-seq integrative analyses

H Miao, X Xiang, L Cheng, Q Wu, Z Huang - BMC microbiology, 2024 - Springer
Background As an important prokaryotic model organism, Bacillus subtilis has been widely
used in the industrial production of a variety of target products. The efficient secretion of …

The gene regulatory network of Staphylococcus aureus ST239-SCCmecIII strain Bmb9393 and assessment of genes associated with the biofilm in diverse …

MOC Costa, APB Nascimento, YC Martins… - Frontiers in …, 2023 - frontiersin.org
Introduction Staphylococcus aureus is one of the most prevalent and relevant pathogens
responsible for a wide spectrum of hospital-associated or community-acquired infections. In …

Nearly half of all bacterial gene families are biased toward specific chromosomal positions

XP Hu, MJ Lercher - bioRxiv, 2023 - biorxiv.org
Many bacterial genes encoding components of the translation and transcription machinery
occupy genomic positions close to the origin of genome replication. These positional biases …

[HTML][HTML] Fibration symmetry uncovers minimal regulatory networks for logical computation in bacteria

LA Álvarez-García, W Liebermeister, I Leifer, HA Makse - ArXiv, 2023 - ncbi.nlm.nih.gov
Symmetry principles have proven important in physics, deep learning and geometry,
allowing for the reduction of complicated systems to simpler, more comprehensible models …