Literature DB >> 28685690

Can Untargeted Metabolomics Be Utilized in Drug Discovery/Development?

Gary W Caldwell1, Gregory C Leo1.   

Abstract

Untargeted metabolomics is a promising approach for reducing the significant attrition rate for discovering and developing drugs in the pharmaceutical industry. This review aims to highlight the practical decision-making value of untargeted metabolomics for the advancement of drug candidates in drug discovery/development including potentially identifying and validating novel therapeutic targets, creating alternative screening paradigms, facilitating the selection of specific and translational metabolite biomarkers, identifying metabolite signatures for the drug efficacy mechanism of action, and understanding potential drug-induced toxicity. The review provides an overview of the pharmaceutical process workflow to discover and develop new small molecule drugs followed by the metabolomics process workflow that is involved in conducting metabolomics studies. The pros and cons of the major components of the pharmaceutical and metabolomics workflows are reviewed and discussed. Finally, selected untargeted metabolomics literature examples, from primarily 2010 to 2016, are used to illustrate why, how, and where untargeted metabolomics can be integrated into the drug discovery/preclinical drug development process. Copyright© Bentham Science Publishers; For any queries, please email at epub@benthamscience.org.

Entities:  

Keywords:  Clinical; Drug Discovery; Flux; Footprinting; GC/MS; LC/MS; Metabolome; Metabolomics; Multivariate.; NMR; Platform Comparison; Preclinical; Targeted; Univariate; Untargeted

Mesh:

Year:  2017        PMID: 28685690     DOI: 10.2174/1568026617666170707130032

Source DB:  PubMed          Journal:  Curr Top Med Chem        ISSN: 1568-0266            Impact factor:   3.295


  5 in total

1.  Chemical Isotope Labeling LC-MS for Metabolomics.

Authors:  Shuang Zhao; Liang Li
Journal:  Adv Exp Med Biol       Date:  2021       Impact factor: 2.622

2.  Global untargeted serum metabolomic analyses nominate metabolic pathways responsive to loss of expression of the orphan metallo β-lactamase, MBLAC1.

Authors:  Chelsea L Gibson; Simona G Codreanu; Alexandra C Schrimpe-Rutledge; Cassandra L Retzlaff; Jane Wright; Doug P Mortlock; Stacy D Sherrod; John A McLean; Randy D Blakely
Journal:  Mol Omics       Date:  2018-06-12

3.  Pathway-Activity Likelihood Analysis and Metabolite Annotation for Untargeted Metabolomics Using Probabilistic Modeling.

Authors:  Ramtin Hosseini; Neda Hassanpour; Li-Ping Liu; Soha Hassoun
Journal:  Metabolites       Date:  2020-05-03

4.  Inter-laboratory reproducibility of an untargeted metabolomics GC-MS assay for analysis of human plasma.

Authors:  Yanping Lin; Gary W Caldwell; Ying Li; Wensheng Lang; John Masucci
Journal:  Sci Rep       Date:  2020-07-02       Impact factor: 4.379

5.  Metabolic effects of an aspartate aminotransferase-inhibitor on two T-cell lines.

Authors:  Henrik Antti; Magnus Sellstedt
Journal:  PLoS One       Date:  2018-12-07       Impact factor: 3.240

  5 in total

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