Mechanistic models of microbial community metabolism

LR Dillard, DD Payne, JA Papin - Molecular Omics, 2021 - pubs.rsc.org
Microbial communities affect many facets of human health and well-being. Naturally
occurring bacteria, whether in nature or the human body, rarely exist in isolation. A deeper …

Engineering natural microbiomes toward enhanced bioremediation by microbiome modeling

Z Ruan, K Chen, W Cao, L Meng, B Yang, M Xu… - Nature …, 2024 - nature.com
Engineering natural microbiomes for biotechnological applications remains challenging, as
metabolic interactions within microbiomes are largely unknown, and practical principles and …

Guiding the refinement of biochemical knowledgebases with ensembles of metabolic networks and machine learning

GL Medlock, JA Papin - Cell Systems, 2020 - cell.com
Mechanistic models explicitly represent hypothesized biological knowledge. As such, they
offer more generalizability than data-driven models. However, identifying model curation …

Interspecies metabolic interactions in a synergistic consortium drive efficient degradation of the herbicide bromoxynil octanoate

Z Ruan, M Xu, Y Xing, Q Jiang, B Yang… - Journal of Agricultural …, 2022 - ACS Publications
Microbial communities play vital roles in biogeochemical cycles, allowing biodegradation of
a wide range of pollutants. Although many studies have shown the importance of …

Resources and tools for the high-throughput, multi-omic study of intestinal microbiota

A Blanco-Míguez, F Fdez-Riverola… - Briefings in …, 2019 - academic.oup.com
The human gut microbiome impacts several aspects of human health and disease, including
digestion, drug metabolism and the propensity to develop various inflammatory …

Reconstructor: a COBRApy compatible tool for automated genome-scale metabolic network reconstruction with parsimonious flux-based gap-filling

ML Jenior, EM Glass, JA Papin - Bioinformatics, 2023 - academic.oup.com
Motivation Genome-scale metabolic network reconstructions (GENREs) are valuable for
understanding cellular metabolism in silico. Several tools exist for automatic GENRE …

Enhanced growth of wheat in contaminated fields via synthetic microbiome as revealed by genome-scale metabolic modeling

Z Ruan, M Xu, Y Xing, K Yang, X Xu, J Jiang… - Science of The Total …, 2024 - Elsevier
The relationship between plants and soil microbial communities is complex and subtle, with
microbes playing a crucial role in plant growth. Autochthonous bioaugmentation and nutrient …

RetSynth: determining all optimal and sub-optimal synthetic pathways that facilitate synthesis of target compounds in chassis organisms

LS Whitmore, B Nguyen, A Pinar, A George… - BMC …, 2019 - Springer
Background The efficient biological production of industrially and economically important
compounds is a challenging problem. Brute-force determination of the optimal pathways to …

ProbAnnoWeb and ProbAnnoPy: probabilistic annotation and gap-filling of metabolic reconstructions

B King, T Farrah, MA Richards, M Mundy… - …, 2018 - academic.oup.com
Gap-filling is a necessary step to produce quality genome-scale metabolic reconstructions
capable of flux-balance simulation. Most available gap-filling tools use an organism …

Using software testing techniques for bioinformatics tools

AL Marsh - 2024 - search.proquest.com
While scientific software has become increasingly important to research, the ability to fully
understand the behavior of these tools has remained limited. This is, in part, due to the …