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নেটওয়ার্ক-ভিত্তিক মাইক্রোবায়োম বৈচিত্র্য বিশ্লেষণ×পাথওয়ে এনরিচমেন্ট বিশ্লেষণ×
ক্ষেত্রজৈব তথ্যবিজ্ঞানজৈব তথ্যবিজ্ঞান
পরিবারProcess / pipelineProcess / pipeline
উদ্ভবের বছর20122003–2005
প্রবর্তকFaust, Raes, Friedman, Alm and colleaguesMootha et al. (2003); systematised by Subramanian et al. (2005)
ধরনIntegrative bioinformatics pipelineStatistical functional annotation method
মৌলিক উৎসFriedman, 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 ↗
অপর নামmicrobial co-occurrence network analysis, microbiome network ecology, ecological network-based diversity, NBMDAPEA, overrepresentation analysis, ORA, functional enrichment analysis
সম্পর্কিত56
সারসংক্ষেপNetwork-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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ScholarGateপদ্ধতির তুলনা করুন: Network-based microbiome diversity analysis · Pathway Enrichment Analysis. 2026-06-18 তারিখে সংগৃহীত, উৎস: https://scholargate.app/bn/compare