Literature DB >> 22399468

Statistical methods in metabolomics.

Alexander Korman1, Amy Oh, Alexander Raskind, David Banks.   

Abstract

Metabolomics is the relatively new field in bioinformatics that uses measurements on metabolite abundance as a tool for disease diagnosis and other medical purposes. Although closely related to proteomics, the statistical analysis is potentially simpler since biochemists have significantly more domain knowledge about metabolites. This chapter reviews the challenges that metabolomics poses in the areas of quality control, statistical metrology, and data mining.

Mesh:

Year:  2012        PMID: 22399468     DOI: 10.1007/978-1-61779-585-5_16

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


  12 in total

Review 1.  Nutritional Metabolomics in Cancer Epidemiology: Current Trends, Challenges, and Future Directions.

Authors:  Emma E McGee; Rama Kiblawi; Mary C Playdon; A Heather Eliassen
Journal:  Curr Nutr Rep       Date:  2019-09

2.  Hierarchical cluster analysis of technical replicates to identify interferents in untargeted mass spectrometry metabolomics.

Authors:  Lindsay K Caesar; Olav M Kvalheim; Nadja B Cech
Journal:  Anal Chim Acta       Date:  2018-03-19       Impact factor: 6.558

Review 3.  Review: toxicometabolomics.

Authors:  Mounir Bouhifd; Thomas Hartung; Helena T Hogberg; Andre Kleensang; Liang Zhao
Journal:  J Appl Toxicol       Date:  2013-05-30       Impact factor: 3.446

Review 4.  Metabolism, Metabolomics, and Nutritional Support of Patients with Sepsis.

Authors:  Joshua A Englert; Angela J Rogers
Journal:  Clin Chest Med       Date:  2016-03-12       Impact factor: 2.878

Review 5.  Metabolomics in transfusion medicine.

Authors:  Travis Nemkov; Kirk C Hansen; Larry J Dumont; Angelo D'Alessandro
Journal:  Transfusion       Date:  2015-12-12       Impact factor: 3.157

6.  An Integrated Gaussian Graphical Model to evaluate the impact of exposures on metabolic networks.

Authors:  Jai Woo Lee; Erika L Moen; Tracy Punshon; Anne G Hoen; Delisha Stewart; Hongzhe Li; Margaret R Karagas; Jiang Gui
Journal:  Comput Biol Med       Date:  2019-08-31       Impact factor: 4.589

Review 7.  Linking metabolomics data to underlying metabolic regulation.

Authors:  Thomas Nägele
Journal:  Front Mol Biosci       Date:  2014-11-06

Review 8.  Exploring the human microbiome from multiple perspectives: factors altering its composition and function.

Authors:  David Rojo; Celia Méndez-García; Beata Anna Raczkowska; Rafael Bargiela; Andrés Moya; Manuel Ferrer; Coral Barbas
Journal:  FEMS Microbiol Rev       Date:  2017-07-01       Impact factor: 16.408

9.  Improving Visualization and Interpretation of Metabolome-Wide Association Studies: An Application in a Population-Based Cohort Using Untargeted 1H NMR Metabolic Profiling.

Authors:  Raphaële Castagné; Claire Laurence Boulangé; Ibrahim Karaman; Gianluca Campanella; Diana L Santos Ferreira; Manuja R Kaluarachchi; Benjamin Lehne; Alireza Moayyeri; Matthew R Lewis; Konstantina Spagou; Anthony C Dona; Vangelis Evangelos; Russell Tracy; Philip Greenland; John C Lindon; David Herrington; Timothy M D Ebbels; Paul Elliott; Ioanna Tzoulaki; Marc Chadeau-Hyam
Journal:  J Proteome Res       Date:  2017-09-08       Impact factor: 4.466

10.  Error Analysis and Propagation in Metabolomics Data Analysis.

Authors:  Hunter N B Moseley
Journal:  Comput Struct Biotechnol J       Date:  2013-01-01       Impact factor: 7.271

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.