Systems biology and multi-omics integration: viewpoints from the metabolomics research community

FR Pinu, DJ Beale, AM Paten, K Kouremenos… - Metabolites, 2019 - mdpi.com
The use of multiple omics techniques (ie, genomics, transcriptomics, proteomics, and
metabolomics) is becoming increasingly popular in all facets of life science. Omics …

[HTML][HTML] Use of CellNetAnalyzer in biotechnology and metabolic engineering

A von Kamp, S Thiele, O Hädicke, S Klamt - Journal of biotechnology, 2017 - Elsevier
Mathematical models of the cellular metabolism have become an essential tool for the
optimization of biotechnological processes. They help to obtain a systemic understanding of …

Metabolic flux analysis: a comprehensive review on sample preparation, analytical techniques, data analysis, computational modelling, and main application areas

B de Falco, F Giannino, F Carteni, S Mazzoleni… - RSC …, 2022 - pubs.rsc.org
Metabolic flux analysis (MFA) quantitatively describes cellular fluxes to understand
metabolic phenotypes and functional behaviour after environmental and/or genetic …

13CFLUX2—high-performance software suite for 13C-metabolic flux analysis

M Weitzel, K Nöh, T Dalman, S Niedenführ… - …, 2013 - academic.oup.com
13C-based metabolic flux analysis (13C-MFA) is the state-of-the-art method to quantitatively
determine in vivo metabolic reaction rates in microorganisms. 13CFLUX2 contains all tools …

VANTED v2: a framework for systems biology applications

H Rohn, A Junker, A Hartmann, E Grafahrend-Belau… - BMC systems …, 2012 - Springer
Background Experimental datasets are becoming larger and increasingly complex,
spanning different data domains, thereby expanding the requirements for respective tool …

TnSeq of Mycobacterium tuberculosis clinical isolates reveals strain-specific antibiotic liabilities

AF Carey, JM Rock, IV Krieger, MR Chase… - PLoS …, 2018 - journals.plos.org
Once considered a phenotypically monomorphic bacterium, there is a growing body of work
demonstrating heterogeneity among Mycobacterium tuberculosis (Mtb) strains in clinically …

Identifying the essential nutritional requirements of the probiotic bacteria Bifidobacterium animalis and Bifidobacterium longum through genome-scale modeling

M Schöpping, P Gaspar, AR Neves… - NPJ Systems Biology …, 2021 - nature.com
Although bifidobacteria are widely used as probiotics, their metabolism and physiology
remain to be explored in depth. In this work, strain-specific genome-scale metabolic models …

Metabolic engineering of a tyrosine-overproducing yeast platform using targeted metabolomics

ND Gold, CM Gowen, FX Lussier, SC Cautha… - Microbial cell …, 2015 - Springer
Background L-tyrosine is a common precursor for a wide range of valuable secondary
metabolites, including benzylisoquinoline alkaloids (BIAs) and many polyketides. An …

" Omics" in pharmaceutical research: overview, applications, challenges, and future perspectives.

SK Yan, RH Liu, HZ Jin, XR Liu, J Ye… - Chinese journal of …, 2015 - europepmc.org
In the post-genomic era, biological studies are characterized by the rapid development and
wide application of a series of" omics" technologies, including genomics, proteomics …

Review of statistical learning methods in integrated omics studies (an integrated information science)

ISL Zeng, T Lumley - Bioinformatics and biology insights, 2018 - journals.sagepub.com
Integrated omics is becoming a new channel for investigating the complex molecular system
in modern biological science and sets a foundation for systematic learning for precision …