The causes of evolvability and their evolution
Evolvability is the ability of a biological system to produce phenotypic variation that is both
heritable and adaptive. It has long been the subject of anecdotal observations and …
heritable and adaptive. It has long been the subject of anecdotal observations and …
Using genome-scale models to predict biological capabilities
Constraint-based reconstruction and analysis (COBRA) methods at the genome scale have
been under development since the first whole-genome sequences appeared in the mid …
been under development since the first whole-genome sequences appeared in the mid …
Deep learning-based kcat prediction enables improved enzyme-constrained model reconstruction
Enzyme turnover numbers (k cat) are key to understanding cellular metabolism, proteome
allocation and physiological diversity, but experimentally measured k cat data are sparse …
allocation and physiological diversity, but experimentally measured k cat data are sparse …
Fast automated reconstruction of genome-scale metabolic models for microbial species and communities
Genome-scale metabolic models are instrumental in uncovering operating principles of
cellular metabolism, for model-guided re-engineering, and unraveling cross-feeding in …
cellular metabolism, for model-guided re-engineering, and unraveling cross-feeding in …
iML1515, a knowledgebase that computes Escherichia coli traits
Figure 1 iML1515 genome-scale reconstruction.(a) The iML1515 model contains 1,515
open reading frames that encode enzymes that catalyze 2,719 reactions involving 1,192 …
open reading frames that encode enzymes that catalyze 2,719 reactions involving 1,192 …
Antibiotic-resistant bacteria show widespread collateral sensitivity to antimicrobial peptides
Antimicrobial peptides are promising alternative antimicrobial agents. However, little is
known about whether resistance to small-molecule antibiotics leads to cross-resistance …
known about whether resistance to small-molecule antibiotics leads to cross-resistance …
Mixed quantum mechanical/molecular mechanical molecular dynamics simulations of biological systems in ground and electronically excited states
The quantum nature of electrons and nuclei is manifested in countless biological events
including the rearrangements of electrons in biochemical reactions, electron and proton …
including the rearrangements of electrons in biochemical reactions, electron and proton …
Integrated evolutionary analysis reveals antimicrobial peptides with limited resistance
Antimicrobial peptides (AMPs) are promising antimicrobials, however, the potential of
bacterial resistance is a major concern. Here we systematically study the evolution of …
bacterial resistance is a major concern. Here we systematically study the evolution of …
Networks and graphs discovery in metabolomics data analysis and interpretation
Both targeted and untargeted mass spectrometry-based metabolomics approaches are used
to understand the metabolic processes taking place in various organisms, from prokaryotes …
to understand the metabolic processes taking place in various organisms, from prokaryotes …
Ultrahigh-throughput discovery of promiscuous enzymes by picodroplet functional metagenomics
Unculturable bacterial communities provide a rich source of biocatalysts, but their
experimental discovery by functional metagenomics is difficult, because the odds are …
experimental discovery by functional metagenomics is difficult, because the odds are …