Metabolic interaction models recapitulate leaf microbiota ecology

M Schäfer, AR Pacheco, R Künzler, M Bortfeld-Miller… - Science, 2023 - science.org
Resource allocation affects the structure of microbiomes, including those associated with
living hosts. Understanding the degree to which this dependency determines interspecies …

Design of microbial catalysts for two-stage processes

K Shabestary, S Klamt, H Link, R Mahadevan… - Nature Reviews …, 2024 - nature.com
Microbial catalysts must partition incoming substrate between the synthesis of biomass and
the synthesis of a desired product. Although biomass synthesis generates more catalyst and …

[HTML][HTML] Thermodynamic tools for more efficient biotechnological processes: an example in poly-(3-hydroxybutyrate) production from carbon monoxide

K Olavarria, DZ Sousa - Current Opinion in Biotechnology, 2024 - Elsevier
Highlights•Thermodynamic tools can aid in designing efficient microbial conversions.•
Cultivation conditions determine the space for strain selection/genetic engineering.•A new …

Evaluating E. coli genome‐scale metabolic model accuracy with high‐throughput mutant fitness data

DB Bernstein, B Akkas, MN Price… - Molecular Systems …, 2023 - embopress.org
The Escherichia coli genome‐scale metabolic model (GEM) is an exemplar systems biology
model for the simulation of cellular metabolism. Experimental validation of model predictions …

MVML-MPI: Multi-View Multi-Label Learning for Metabolic Pathway Inference

X Liu, H Yang, C Ai, Y Ding, F Guo… - Briefings in …, 2023 - academic.oup.com
Abstract Development of robust and effective strategies for synthesizing new compounds,
drug targeting and constructing GEnome-scale Metabolic models (GEMs) requires a deep …

Into the metabolic wild: Unveiling hidden pathways of microbial metabolism

Ö Ata, D Mattanovich - Microbial Biotechnology, 2024 - Wiley Online Library
Microbial metabolism has been deeply studied over decades and it is considered to be
understood to a great extent. Annotated genome sequences of many microbial species have …

Single‐cell phenotyping of bacteria combined with deep sequencing for improved contextualization of microbiome analyses

L Budzinski, V von Goetze… - European Journal of …, 2024 - Wiley Online Library
Great effort was made to characterize the bacterial communities inhabiting the human body
as a factor in disease, resulting in the realization that a wide spectrum of diseases is …

Genome‐scale metabolic models applied for human health and biopharmaceutical engineering

F Li, Y Chen, J Gustafsson, H Wang, Y Wang… - Quantitative …, 2023 - Wiley Online Library
Over the last 15 years, genome‐scale metabolic models (GEMs) have been reconstructed
for human and model animals, such as mouse and rat, to systematically understand …

A generalizable framework for unlocking missing reactions in genome-scale metabolic networks using deep learning

X Liu, H Yang, C Ai, R Dong, Y Ding, Q Yuan… - arXiv preprint arXiv …, 2024 - arxiv.org
Incomplete knowledge of metabolic processes hinders the accuracy of GEnome-scale
Metabolic models (GEMs), which in turn impedes advancements in systems biology and …

Filling gaps in metabolism using hypothetical reactions

F Li - Proceedings of the National Academy of Sciences, 2022 - National Acad Sciences
Metabolism is crucial for all living cells since it provides energy and molecules for all
biological functions. Systematically understanding metabolism is therefore important both in …