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差次的メタボローム解析×メタボロミクス解析×
分野バイオインフォマティクスバイオインフォマティクス
系統Process / pipelineProcess / pipeline
提唱年2000s–2010s (field formalised alongside mass spectrometry advances)1998–2002
提唱者Developed through convergent contributions by multiple groups; XCMS (Siuzdak lab, 2006) and MetaboAnalyst (Wishart lab, 2009–2015) are foundational computational implementationsOliver et al. (coining of 'metabolomics'); Oliver Fiehn (systematic framework)
種類Quantitative comparative omics pipelineQuantitative omics pipeline
原典Xia, J., Sinelnikov, I. V., Han, B., & Wishart, D. S. (2015). MetaboAnalyst 3.0 — making metabolomics more meaningful. Nucleic Acids Research, 43(W1), W251–W257. link ↗Fiehn, O. (2002). Metabolomics — the link between genotypes and phenotypes. Plant Molecular Biology, 48(1-2), 155–171. link ↗
別名comparative metabolomics, differential metabolite profiling, metabolomic differential analysis, DMAmetabolome profiling, metabolic profiling, metabonomics, metabolite profiling
関連66
概要Differential metabolomics analysis is a computational pipeline that identifies metabolites whose abundance levels differ significantly between two or more biological conditions — such as disease versus control, treated versus untreated, or different developmental stages. By integrating mass spectrometry or NMR data with statistical modelling and pathway databases, it translates raw spectral measurements into biologically interpretable lists of perturbed metabolic features and the pathways they implicate.Metabolomics analysis is the large-scale, systematic measurement of small-molecule metabolites in a biological sample to characterise the metabolome — the complete set of metabolic intermediates and products present under defined conditions. By coupling high-throughput analytical platforms such as mass spectrometry (MS) or nuclear magnetic resonance (NMR) spectroscopy with multivariate statistics and pathway databases, metabolomics bridges the genotype–phenotype gap and captures the downstream functional output of genes, transcripts, and proteins in real time.
ScholarGateデータセット
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  3. PUBLISHED

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ScholarGate手法を比較: Differential Metabolomics Analysis · Metabolomics analysis. 2026-06-18に以下より取得 https://scholargate.app/ja/compare