Art

J-GLOBAL ID：201902275415876623   Reference number：19A1804102

Influences of Normalization Method on Biomarker Discovery in Gas Chromatography-Mass Spectrometry-Based Untargeted Metabolomics: What Should Be Considered?

ガスクロマトグラフィー-質量分析に基づく非標的メタボロミクスにおけるバイオマーカー発見に対する正規化法の影響:何が考慮すべきか?【JST・京大機械翻訳】

Author (19)： Chen Jiaqing (Key Laboratory of Drug Quality Control and Pharmacovigilance (Ministry of Education), China Pharmaceutical University) ,  Chen Jiaqing (Jiangsu Key Laboratory of Drug Screening, China Pharmaceutical University) ,  Chen Jiaqing (State Key Laboratory of Natural Medicine, China Pharmaceutical University) ,  Zhang Pei (Key Laboratory of Drug Quality Control and Pharmacovigilance (Ministry of Education), China Pharmaceutical University) ,  Zhang Pei (Jiangsu Key Laboratory of Drug Screening, China Pharmaceutical University) ,  Zhang Pei (State Key Laboratory of Natural Medicine, China Pharmaceutical University) ,  Lv Mengying (School of Pharmacy, Shihezi University, China) ,  Guo Huimin (Key Laboratory of Drug Quality Control and Pharmacovigilance (Ministry of Education), China Pharmaceutical University) ,  Guo Huimin (Jiangsu Key Laboratory of Drug Screening, China Pharmaceutical University) ,  Guo Huimin (State Key Laboratory of Natural Medicine, China Pharmaceutical University) ,  Huang Yin (Key Laboratory of Drug Quality Control and Pharmacovigilance (Ministry of Education), China Pharmaceutical University) ,  Huang Yin (Jiangsu Key Laboratory of Drug Screening, China Pharmaceutical University) ,  Huang Yin (State Key Laboratory of Natural Medicine, China Pharmaceutical University) ,  Zhang Zunjian (Key Laboratory of Drug Quality Control and Pharmacovigilance (Ministry of Education), China Pharmaceutical University) ,  Zhang Zunjian (Jiangsu Key Laboratory of Drug Screening, China Pharmaceutical University) ,  Zhang Zunjian (State Key Laboratory of Natural Medicine, China Pharmaceutical University) ,  Xu Fengguo (Key Laboratory of Drug Quality Control and Pharmacovigilance (Ministry of Education), China Pharmaceutical University) ,  Xu Fengguo (Jiangsu Key Laboratory of Drug Screening, China Pharmaceutical University) ,  Xu Fengguo (State Key Laboratory of Natural Medicine, China Pharmaceutical University)
Material： Analytical Chemistry  (Anal Chem)
Volume： 89  Issue： 10  Page： 5342-5348  Publication year： 2017 
JST Material Number： A0395A  ISSN： 0003-2700  CODEN： ANCHAM  Document type： Article
Article type： 原著論文  Country of issue： United States (USA)  Language： ENGLISH (EN)

Abstract/Point： Data reduction techniques in g...

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Thesaurus term： quality control ,  *mass spectrometry ,  targeting ,  *biomarker ,  *GC-MS analysis ,  feature selection ,  *normalization ,  theory of probability ,  Workflow ,  algorithm ,  data analysis ,  *Metabolomics
Semi thesaurus term： ランダムフォレスト ,  ROC曲線 , 【Automatic Indexing@JST】

JST classification (3)： Miscellaneous analytical methods in general  (CC08010X) ,  Miscellaneous analytical methods of organic compounds  (CC08034J) ,  Biosubstance in general  (EB02010G)

Terms in the title (6)： ガスクロマトグラフィー-質量分析 ,  標的 ,  メタボロミクス ,  バイオマーカー ,  発見 ,  正規化