A review of methods for the reconstruction and analysis of integrated genome-scale models of metabolism and regulation
The current survey aims to describe the main methodologies for extending the
reconstruction and analysis of genome-scale metabolic models and phenotype simulation …
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 …
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 …
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
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 …
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
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 …
envelope of peptidoglycan. To grow, bacteria must continuously remodel their wall, inserting …
RegulomePA: a database of transcriptional regulatory interactions in Pseudomonas aeruginosa PAO1
We present RegulomePA, a database that contains biological information on regulatory
interactions between transcription factors (TFs), sigma factor (SFs) and target genes in …
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 **ang, 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 …
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 …
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 …
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 …
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
Symmetry principles have proven important in physics, deep learning and geometry,
allowing for the reduction of complicated systems to simpler, more comprehensible models …
allowing for the reduction of complicated systems to simpler, more comprehensible models …