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Analiza różnorodności mikrobiomu oparta na sieciach×Analiza filogenetyczna×
DziedzinaBioinformatykaBioinformatyka
RodzinaProcess / pipelineProcess / pipeline
Rok powstania20121960s-1981 (distance trees ~1967; ML framework formalised 1981)
TwórcaFaust, Raes, Friedman, Alm and colleaguesJoseph Felsenstein (maximum likelihood framework); Walter Fitch and Emanuel Margoliash (distance methods)
TypIntegrative bioinformatics pipelineComputational inference method
Źródło pierwotneFriedman, J., & Alm, E. J. (2012). Inferring correlation networks from genomic survey data. PLoS Computational Biology, 8(9), e1002687. DOI ↗Felsenstein, J. (2004). Inferring Phylogenies. Sinauer Associates. ISBN: 978-0878931774
Inne nazwymicrobial co-occurrence network analysis, microbiome network ecology, ecological network-based diversity, NBMDAmolecular phylogenetics, phylogenetic inference, evolutionary tree reconstruction, phylogenomics
Pokrewne55
PodsumowanieNetwork-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.Phylogenetic analysis reconstructs the evolutionary history of organisms, genes, or proteins by comparing molecular sequence data and estimating the branching tree that best explains observed similarities and differences. Rooted in the work of Felsenstein and colleagues from the 1960s onward, it is a cornerstone technique in evolutionary biology, microbiology, epidemiology, and comparative genomics, supporting tasks from tracing viral outbreak origins to classifying novel species.
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ScholarGatePorównaj metody: Network-based microbiome diversity analysis · Phylogenetic Analysis. Pobrano 2026-06-17 z https://scholargate.app/pl/compare