Literature DB >> 31953827

Pathway Analysis for Targeted and Untargeted Metabolomics.

Alla Karnovsky1, Shuzhao Li2.   

Abstract

Recent advances in analytical techniques, particularly LC-MS, generate increasingly large and complex metabolomics datasets. Pathway analysis tools help place the experimental observations into relevant biological or disease context. This chapter provides an overview of the general concepts and common tools for pathway analysis, including Mummichog for untargeted metabolomics. Examples of pathway mapping, MetScape, and Mummichog are explained. This serves as both a practical tutorial and a timely survey of pathway analysis for label-free metabolomics data.

Entities:  

Keywords:  MetScape; Metabolic network; Metabolomics; Mummichog; Pathway analysis; Untargeted metabolomics

Mesh:

Year:  2020        PMID: 31953827     DOI: 10.1007/978-1-0716-0239-3_19

Source DB:  PubMed          Journal:  Methods Mol Biol        ISSN: 1064-3745


  7 in total

1.  Infant Metabolome in Relation to Prenatal DHA Supplementation and Maternal Single-Nucleotide Polymorphism rs174602: Secondary Analysis of a Randomized Controlled Trial in Mexico.

Authors:  Sonia Tandon; Ines Gonzalez-Casanova; Albino Barraza-Villarreal; Isabelle Romieu; Hans Demmelmair; Dean P Jones; Berthold Koletzko; Aryeh D Stein; Usha Ramakrishnan
Journal:  J Nutr       Date:  2021-11-02       Impact factor: 4.687

2.  Avoiding the Misuse of Pathway Analysis Tools in Environmental Metabolomics.

Authors:  Cecilia Wieder; Jacob G Bundy; Clément Frainay; Nathalie Poupin; Pablo Rodríguez-Mier; Florence Vinson; Juliette Cooke; Rachel P J Lai; Fabien Jourdan; Timothy M D Ebbels
Journal:  Environ Sci Technol       Date:  2022-09-26       Impact factor: 11.357

3.  Metapone: a Bioconductor package for joint pathway testing for untargeted metabolomics data.

Authors:  Leqi Tian; Zhenjiang Li; Guoxuan Ma; Xiaoyue Zhang; Ziyin Tang; Siheng Wang; Jian Kang; Donghai Liang; Tianwei Yu
Journal:  Bioinformatics       Date:  2022-05-27       Impact factor: 6.931

Review 4.  Metabolomics of Arterial Stiffness.

Authors:  Kaido Paapstel; Jaak Kals
Journal:  Metabolites       Date:  2022-04-20

5.  Pathway analysis in metabolomics: Recommendations for the use of over-representation analysis.

Authors:  Cecilia Wieder; Clément Frainay; Nathalie Poupin; Pablo Rodríguez-Mier; Florence Vinson; Juliette Cooke; Rachel Pj Lai; Jacob G Bundy; Fabien Jourdan; Timothy Ebbels
Journal:  PLoS Comput Biol       Date:  2021-09-07       Impact factor: 4.475

Review 6.  Machine Learning Applications for Mass Spectrometry-Based Metabolomics.

Authors:  Ulf W Liebal; An N T Phan; Malvika Sudhakar; Karthik Raman; Lars M Blank
Journal:  Metabolites       Date:  2020-06-13

Review 7.  Food Phenotyping: Recording and Processing of Non-Targeted Liquid Chromatography Mass Spectrometry Data for Verifying Food Authenticity.

Authors:  Marina Creydt; Markus Fischer
Journal:  Molecules       Date:  2020-08-31       Impact factor: 4.411

  7 in total

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