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时间序列蛋白质组学分析×代谢组学分析×
领域生物信息学生物信息学
方法族Process / pipelineProcess / pipeline
起源年份2000s (quantitative framework: Gygi et al. 1999; time-series designs: 2004–2010)1998–2002
提出者Multiple groups; Gygi et al. (1999) established quantitative proteomics; time-series designs emerged in the 2000s with LC-MS/MS workflowsOliver et al. (coining of 'metabolomics'); Oliver Fiehn (systematic framework)
类型Quantitative longitudinal omics pipelineQuantitative omics pipeline
开创性文献Lemeer, S., & Heck, A. J. R. (2012). The phosphoproteomics data explosion. Current Opinion in Chemical Biology, 16(1–2), 1–8. link ↗Fiehn, O. (2002). Metabolomics — the link between genotypes and phenotypes. Plant Molecular Biology, 48(1-2), 155–171. link ↗
别名longitudinal proteomics, temporal proteomics, dynamic proteomics, time-course proteomicsmetabolome profiling, metabolic profiling, metabonomics, metabolite profiling
相关66
摘要Time-series proteomics analysis quantifies protein abundance across two or more ordered time points to reveal how the proteome changes dynamically in response to stimuli, developmental stages, or disease progression. By combining mass spectrometry-based protein quantification with statistical models designed for temporal data, the method identifies proteins with significant expression trends, oscillatory patterns, or delayed responses that cannot be detected in single time-point studies.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.
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  3. PUBLISHED

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ScholarGate方法对比: Time-series proteomics analysis · Metabolomics analysis. 于 2026-06-18 检索自 https://scholargate.app/zh/compare