Literature DB >> 29293946

polyPK: an R package for pharmacokinetic analysis of multi-component drugs using a metabolomics approach.

Mengci Li1,2, Shouli Wang1, Guoxiang Xie3, Xiaohui Ma4, Tianlu Chen1, Wei Jia1,3.   

Abstract

Summary: Pharmacokinetics (PK) is a long-standing bottleneck for botanical drug and traditional medicine research. By using an integrated phytochemical and metabolomics approach coupled with multivariate statistical analysis, we propose a new strategy, Poly-PK, to simultaneously monitor the performance of drug constituents and endogenous metabolites, taking into account both the diversity of the drug's chemical composition and its complex effects on the mammalian metabolic pathways. Poly-PK is independent of specific measurement platforms and has been successfully applied in the PK studies of Puerh tea, a traditional Chinese medicine Huangqi decoction and many other multi-component drugs. Here, we introduce an R package, polyPK, the first and only automation of the data analysis pipeline of Poly-PK strategy. polyPK provides 10 functions for data pre-processing, differential compound identification and grouping, traditional PK parameters calculation, multivariate statistical analysis, correlations, cluster analyses and resulting visualization. It may serve a wide range of users, including pharmacologists, biologists and doctors, in understanding the metabolic fate of multi-component drugs. Availability and implementation: polyPK package is freely available from the R archive CRAN (https://CRAN.R-project.org/package=polyPK). Contact: wjia@cc.hawaii.edu or chentianlu@sjtu.edu.cn. Supplementary information: Supplementary data are available at Bioinformatics online.

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Mesh:

Year:  2018        PMID: 29293946      PMCID: PMC8861262          DOI: 10.1093/bioinformatics/btx834

Source DB:  PubMed          Journal:  Bioinformatics        ISSN: 1367-4803            Impact factor:   6.937


  4 in total

Review 1.  An integrated metabolomics and pharmacokinetics strategy for multi-component drugs evaluation.

Authors:  Ke Lan; Wei Jia
Journal:  Curr Drug Metab       Date:  2010-01       Impact factor: 3.731

2.  Poly-pharmacokinetic Study of a Multicomponent Herbal Medicine in Healthy Chinese Volunteers.

Authors:  Guoxiang Xie; Shouli Wang; Hua Zhang; Aihua Zhao; Jiajian Liu; Yueming Ma; Ke Lan; Yan Ni; Changxiao Liu; Ping Liu; Tianlu Chen; Wei Jia
Journal:  Clin Pharmacol Ther       Date:  2017-09-19       Impact factor: 6.875

3.  Metabolic fate of tea polyphenols in humans.

Authors:  Guoxiang Xie; Aihua Zhao; Linjing Zhao; Tianlu Chen; Huiyuan Chen; Xin Qi; Xiaojiao Zheng; Yan Ni; Yu Cheng; Ke Lan; Chun Yao; Mingfeng Qiu; Wei Jia
Journal:  J Proteome Res       Date:  2012-05-17       Impact factor: 4.466

4.  Towards polypharmacokinetics: pharmacokinetics of multicomponent drugs and herbal medicines using a metabolomics approach.

Authors:  Ke Lan; Guoxiang Xie; Wei Jia
Journal:  Evid Based Complement Alternat Med       Date:  2013-03-14       Impact factor: 2.629

  4 in total
  3 in total

1.  National Center for Complementary and Integrative Health Perspectives on Clinical Research Involving Natural Products.

Authors:  Wendy J Weber; D Craig Hopp
Journal:  Drug Metab Dispos       Date:  2020-08-05       Impact factor: 3.922

2.  Data Mining and Systematic Pharmacology to Reveal the Mechanisms of Traditional Chinese Medicine in Recurrent Respiratory Tract Infections' Treatment.

Authors:  Changyong Luo; He Yu; Tao Yang; Chen Bai; Bing He; Yurou Yan; Tiegang Liu; Junhong Wang; Xiaohong Gu
Journal:  Evid Based Complement Alternat Med       Date:  2020-10-26       Impact factor: 2.629

Review 3.  The metaRbolomics Toolbox in Bioconductor and beyond.

Authors:  Jan Stanstrup; Corey D Broeckling; Rick Helmus; Nils Hoffmann; Ewy Mathé; Thomas Naake; Luca Nicolotti; Kristian Peters; Johannes Rainer; Reza M Salek; Tobias Schulze; Emma L Schymanski; Michael A Stravs; Etienne A Thévenot; Hendrik Treutler; Ralf J M Weber; Egon Willighagen; Michael Witting; Steffen Neumann
Journal:  Metabolites       Date:  2019-09-23
  3 in total

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