Using machine learning approaches for multi-omics data analysis: A review

PS Reel, S Reel, E Pearson, E Trucco… - Biotechnology advances, 2021 - Elsevier
With the development of modern high-throughput omic measurement platforms, it has
become essential for biomedical studies to undertake an integrative (combined) approach to …

Gut microbial metabolites as multi-kingdom intermediates

KA Krautkramer, J Fan, F Bäckhed - Nature Reviews Microbiology, 2021 - nature.com
The gut microbiota contributes to host physiology through the production of a myriad of
metabolites. These metabolites exert their effects within the host as signalling molecules and …

Human metabolome variation along the upper intestinal tract

J Folz, RN Culver, JM Morales, J Grembi… - Nature …, 2023 - nature.com
Most processing of the human diet occurs in the small intestine. Metabolites in the small
intestine originate from host secretions, plus the ingested exposome and microbial …

Extracellular matrix hydrogel derived from decellularized tissues enables endodermal organoid culture

GG Giobbe, C Crowley, C Luni, S Campinoti… - Nature …, 2019 - nature.com
Organoids have extensive therapeutic potential and are increasingly opening up new
avenues within regenerative medicine. However, their clinical application is greatly limited …

Proteomics reveals NNMT as a master metabolic regulator of cancer-associated fibroblasts

MA Eckert, F Coscia, A Chryplewicz, JW Chang… - Nature, 2019 - nature.com
High-grade serous carcinoma has a poor prognosis, owing primarily to its early
dissemination throughout the abdominal cavity. Genomic and proteomic approaches have …

Identifying metabolites by integrating metabolome databases with mass spectrometry cheminformatics

Z Lai, H Tsugawa, G Wohlgemuth, S Mehta… - Nature …, 2018 - nature.com
Novel metabolites distinct from canonical pathways can be identified through the integration
of three cheminformatics tools: BinVestigate, which queries the BinBase gas …

Metabolomics analysis reveals a modified amino acid metabolism that correlates with altered oxygen homeostasis in COVID-19 patients

JC Páez-Franco, J Torres-Ruiz, VA Sosa-Hernández… - Scientific reports, 2021 - nature.com
We identified the main changes in serum metabolites associated with severe (n= 46) and
mild (n= 19) COVID-19 patients by gas chromatography coupled to mass spectrometry. The …

Metabolomics enables precision medicine:“a white paper, community perspective”

RD Beger, W Dunn, MA Schmidt, SS Gross, JA Kirwan… - Metabolomics, 2016 - Springer
Abstract Introduction: Background to metabolomics Metabolomics is the comprehensive
study of the metabolome, the repertoire of biochemicals (or small molecules) present in …

One step forward for reducing false positive and false negative compound identifications from mass spectrometry metabolomics data: new algorithms for constructing …

OD Myers, SJ Sumner, S Li, S Barnes, X Du - Analytical chemistry, 2017 - ACS Publications
False positive and false negative peaks detected from extracted ion chromatograms (EIC)
are an urgent problem with existing software packages that preprocess untargeted liquid or …

Ion mobility mass spectrometry in the omics era: Challenges and opportunities for metabolomics and lipidomics

G Paglia, AJ Smith, G Astarita - Mass spectrometry reviews, 2022 - Wiley Online Library
Researchers worldwide are taking advantage of novel, commercially available,
technologies, such as ion mobility mass spectrometry (IM‐MS), for metabolomics and …