ArticleGut microbes2026
Pangenome analysis reveals both niche-specific "specialists" and microbial "side hustlers" in colorectal cancer microbiomes.
Article in Gut microbes, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Abstract
The gut microbiome is reproducibly implicated in colorectal cancer (CRC), yet the inter-study and interpersonal variability of certain species associations suggests that CRC microbiomes may be defined by convergent functional states achievable by phylogenetically diverse organisms. Distinguishing lineage-conserved "specialists" from taxonomically diverse "side hustlers"-organisms whose shared functional traits are dispersed across phylogenetically distant lineages-offers complementary translational insights: "specialists" are primary candidates for lineage-targeted biomarkers and inhibitors, while the shared functional architecture of "side hustlers" may reveal high-priority potential therapeutic targets robust to inter-individual variability. Here, we quantify phylogenetic coherence (monophyly) of 3,711 co-associated gene bins (CAGs) across 13 bacterial species and evaluate CRC associations across three independent cohorts, identifying hundreds of CAGs associated with CRC or health across a spectrum of monophyly scores, indicating that both states harbor a mixture of "specialist" and "side hustler" gene content. Strikingly, in
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