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Community Analysis
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43 items
Build Abundance Matrix
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3 items
RDP Classification (16S)
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6 items
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May 30, 2026 at 19:50
May 30, 2026
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Which microbes live at four human body sites, and how distinct are those communities? This demo runs the real QIIME 2 Moving Pictures 16S dataset (Caporaso et al. 2011, 34 samples across gut, tongue, left palm, and right palm) through denoising, taxonomy assignment, and community analysis.
Key results from this run: PERMANOVA on body_site R²=0.563, p=0.001 — body site explains 56% of community variance and the separation is highly significant. PCoA (Bray–Curtis) captures 50.3% + 21.6% of variance on the first two axes. 42 indicator species identified after BH correction. The gut community separates strongly from oral and skin sites; left and right palm are not distinct from each other, reflecting a shared skin microenvironment.
Note on the ordination: NMDS collapses to a near-zero stress solution on this dataset because the body-site groups are so well-separated — the PCoA is the more informative ordination here.
Pipeline: DADA2 denoising → QIIME 2 taxonomy (Silva 138) → alpha/beta diversity → PERMANOVA → indicator species (IndVal).
Built for microbiome labs who want a defensible, end-to-end 16S profiling and diversity workflow on real, well-characterised human data.
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This is the actual computational pipeline behind this project, not a mock-up or a screenshot. Every stage, parameter, log, and output shown here was produced by a real run.
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