Current status and applications of genome-scale metabolic models

C Gu, GB Kim, WJ Kim, HU Kim, SY Lee - Genome biology, 2019 - Springer
Genome-scale metabolic models (GEMs) computationally describe gene-protein-reaction
associations for entire metabolic genes in an organism, and can be simulated to predict …

Multi-omics integration in biomedical research–A metabolomics-centric review

MA Wörheide, J Krumsiek, G Kastenmüller… - Analytica chimica …, 2021 - Elsevier
Recent advances in high-throughput technologies have enabled the profiling of multiple
layers of a biological system, including DNA sequence data (genomics), RNA expression …

Creation and analysis of biochemical constraint-based models using the COBRA Toolbox v. 3.0

L Heirendt, S Arreckx, T Pfau, SN Mendoza… - Nature protocols, 2019 - nature.com
Constraint-based reconstruction and analysis (COBRA) provides a molecular mechanistic
framework for integrative analysis of experimental molecular systems biology data and …

Integrated analysis of plasma and single immune cells uncovers metabolic changes in individuals with COVID-19

JW Lee, Y Su, P Baloni, D Chen… - Nature …, 2022 - nature.com
A better understanding of the metabolic alterations in immune cells during severe acute
respiratory syndrome coronavirus 2 (SARS-CoV-2) infection may elucidate the wide diversity …

Recent advances in systems and synthetic biology approaches for developing novel cell-factories in non-conventional yeasts

P Patra, M Das, P Kundu, A Ghosh - Biotechnology Advances, 2021 - Elsevier
Microbial bioproduction of chemicals, proteins, and primary metabolites from cheap carbon
sources is currently an advancing area in industrial research. The model yeast …

Machine and deep learning meet genome-scale metabolic modeling

G Zampieri, S Vijayakumar, E Yaneske… - PLoS computational …, 2019 - journals.plos.org
Omic data analysis is steadily growing as a driver of basic and applied molecular biology
research. Core to the interpretation of complex and heterogeneous biological phenotypes …

Metabolic network analysis reveals altered bile acid synthesis and metabolism in Alzheimer's disease

P Baloni, CC Funk, J Yan, JT Yurkovich… - Cell Reports …, 2020 - cell.com
Increasing evidence suggests Alzheimer's disease (AD) pathophysiology is influenced by
primary and secondary bile acids, the end product of cholesterol metabolism. We analyze …

[HTML][HTML] Longitudinal multi-omics analyses identify responses of megakaryocytes, erythroid cells, and plasmablasts as hallmarks of severe COVID-19

JP Bernardes, N Mishra, F Tran, T Bahmer, L Best… - Immunity, 2020 - cell.com
Temporal resolution of cellular features associated with a severe COVID-19 disease
trajectory is needed for understanding skewed immune responses and defining predictors of …

Structure and dynamics of molecular networks: a novel paradigm of drug discovery: a comprehensive review

P Csermely, T Korcsmáros, HJM Kiss, G London… - Pharmacology & …, 2013 - Elsevier
Despite considerable progress in genome-and proteome-based high-throughput screening
methods and in rational drug design, the increase in approved drugs in the past decade did …

Recent advances in machine learning applications in metabolic engineering

P Patra, BR Disha, P Kundu, M Das, A Ghosh - Biotechnology Advances, 2023 - Elsevier
Metabolic engineering encompasses several widely-used strategies, which currently hold a
high seat in the field of biotechnology when its potential is manifesting through a plethora of …