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Lĩnh vựcTin sinh họcTin sinh học
HọProcess / pipelineProcess / pipeline
Năm ra đời20122003–2005
Người khởi xướngFaust, Raes, Friedman, Alm and colleaguesMootha et al. (2003); systematised by Subramanian et al. (2005)
LoạiIntegrative bioinformatics pipelineStatistical functional annotation method
Công trình gốcFriedman, J., & Alm, E. J. (2012). Inferring correlation networks from genomic survey data. PLoS Computational Biology, 8(9), e1002687. DOI ↗Subramanian, A., Tamayo, P., Mootha, V. K., Mukherjee, S., Ebert, B. L., Gillette, M. A., Paulovich, A., Pomeroy, S. L., Golub, T. R., Lander, E. S., & Mesirov, J. P. (2005). Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles. Proceedings of the National Academy of Sciences, 102(43), 15545–15550. DOI ↗
Tên gọi khácmicrobial co-occurrence network analysis, microbiome network ecology, ecological network-based diversity, NBMDAPEA, overrepresentation analysis, ORA, functional enrichment analysis
Liên quan56
Tóm tắtNetwork-based microbiome diversity analysis integrates graph-theoretic co-occurrence network inference with classical alpha- and beta-diversity metrics to characterize the structural organization of microbial communities. Rather than treating taxa as independent entities, the method models pairwise microbial associations as edges in a network, enabling identification of keystone taxa, community modules, and ecological interaction patterns that simple diversity indices cannot detect.Pathway enrichment analysis (PEA) is a statistical approach that takes a list of genes or proteins of interest — typically derived from a differential expression or proteomics experiment — and identifies which pre-defined biological pathways or functional gene sets are represented more often than expected by chance. By mapping individual molecular changes onto curated pathway knowledge bases such as KEGG, Gene Ontology, or Reactome, PEA translates long gene lists into interpretable biological processes, making it a central tool in the post-analysis of high-throughput omics experiments.
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ScholarGateSo sánh phương pháp: Network-based microbiome diversity analysis · Pathway Enrichment Analysis. Truy cập ngày 2026-06-18 từ https://scholargate.app/vi/compare