Competition, Mutualism, and Host Immune Control in a Cancer Microbiome
Abbasi, E.; Abbasi, A.; Akcay, E.
Show abstract
The microbiome functions as an ecological community, where diverse microbes engage in metabolically mediated interactions such as mutualism and competition. Host immune response can regulate microbial community richness and abundance, which in turn can shape the prevalence of different ecological interactions within the microbiome. Theory predicts that host immune states shift dominant interaction modes among microbes: inflammation favors competition, while immunosuppression favors mutualism. We test these theoretical predictions using the stomach cancer microbiome data through integrated genomic and metabolic analyses. We observe that tumors with high-richness and high-abundance microbiomes were associated with increased mutualistic interactions, whereas tumors with low-richness and low-abundance microbiomes had fewer mutualistic interactions. Host immune gene expression in the high-richness and abundance group was suggestive of a dysregulated or immunosuppressed tumor microenvironment, whereas in the low-richness and abundance group immune signatures were indicative of intact immune function. Notably, competitive interactions remained relatively consistent between groups, whereas mutualism varied markedly, highlighting its sensitivity to shifts in immune state. Finally, the microbiome and host immune states were linked to patient clinical outcomes, with high-richness and abundance microbiomes associated with poorer survival and elevated expression of immune markers linked to adverse prognosis. These results reveal how host immune control can covary with ecological interactions within the microbiome, and the potential consequences of these interactions for host health.
Matching journals
The top 9 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Microbes with higher metabolic independence are enriched in human gut microbiomes under stress 95%
- Nutrient dominance governs the assembly of microbial communities in mixed nutrient environments 95%
- Integrating taxonomic, functional, and strain-level profiling of diverse microbial communities with bioBakery 3 95%
Similar papers in this journal
Similar papers in this journal
- Seasonal and environmental factors contribute to the variation in the gut microbiome: a large-scale study of a small bird 91%
- Microbial associations and spatial proximity predict North American moose (Alces alces) gastrointestinal community composition 91%
- A time-lagged association between the gut microbiome, nestling weight and nestling survival in wild great tits 89%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.