The Regional Landscape of the Human Colon Culturome in Health and Cystic Fibrosis
Surve, S.; Valls, R.; Barrack, K.; Gwilt, L.; Gardner, T. B.; O'Toole, G.
Show abstract
Cystic fibrosis (CF) alters gut physiology, yet its impact on microbial communities across colonic regions (ascending, transverse, descending colon) and microhabitats (lumen, mucosa) remains incompletely understood. Here, we applied culturomics to characterize gut microbiota in 32 individuals (22 nonCF, 10 CF). Persons with CF (pwCF) exhibited significantly higher viable bacterial loads than nonCF individuals, particularly in mucosal samples. Anaerobes predominated overall, with relative enrichment of aerobes in the mucosa of pwCF. Alpha diversity was reduced in mucosal samples and aerobic cultures for pwCF, whereas beta diversity was influenced by all the tested variables except the colonic region. Phylum-level analyses revealed enrichment of Proteobacteria and depletion of Actinobacteria, Bacteroidota, and Firmicutes in samples from pwCF, consistent with stool analysis. Random forest models identified selected oral-associated microbes as key predictive taxa and accurately classified polyp status with very high accuracy. Whole-genome sequencing of Bacteroides fragilis (n=21) and Escherichia coli (n=15) isolates, representing a subset of 109 gut bacterial genomes sequenced from this cohort, revealed minimal genomic variation across colonic regions and sample types, indicating intra-individual strain stability. The understandings from this pilot culturome study may help in developing targeted microbial therapeutic approaches to address the gut dysbiosis of CF. ImportanceThis pilot study represents the first culturome analysis of the cystic fibrosis colon. Our preliminary findings demonstrate that CF-associated gut dysbiosis is spatially specific, with mucosal bacterial communities showing pronounced alterations while luminal communities remain unchanged. This spatial specificity suggests the mucosal microenvironment as a potential therapeutic target and indicates that interventions focused solely on luminal bacteria may be insufficient. The promising predictive accuracy of culturome-based machine learning models in this small cohort suggests these viable bacterial signatures could serve as biomarkers for CF management pending larger validation studies. Additionally, our initial observations of complex CFTR modulator effects on gut microbial communities provide insights for future studies optimizing combination therapies.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Statistical evaluation of metaproteomics and 16s rRNA amplicon sequencing techniques for the study of the gut microbiota establishment of infants with cystic fibrosis 95%
- Low diversity and instability of the sinus microbiota over time in adults with cystic fibrosis 95%
- Microbiota of the pregnant mouse: characterization of the bacterial communities in the oral cavity, lung, intestine, and vagina through culture and DNA sequencing 93%
Similar papers in this journal
- Development of the Intestinal Microbiome in Cystic Fibrosis in Early Life 95%
- Dextran sodium sulfate-induced colitis alters the proportion and composition of replicating gut bacteria 94%
- Identification of simplified microbial communities that inhibit Clostridioides difficile infection through dilution/extinction 94%
Similar papers in this journal
- Longitudinal Profiling of the Intestinal Microbiome in Children with Cystic Fibrosis Treated with Elexacaftor-Tezacaftor-Ivacaftor 97%
- Signatures of COVID-19 severity and immune response in the respiratory tract microbiome 95%
- Intestinal inflammation reversibly alters the microbiota to drive susceptibility to Clostridioides difficile colonization in a mouse model of colitis 94%
Similar papers in this journal
- Physical activity shapes the intestinal microbiome and immunity of healthy mice but has no protective effects against colitis in MUC2-/- mice 94%
- Cross-feeding interactions between Fusobacterium nucleatum and the glycan forager Segatella oris 93%
- Identifying Clostridioides difficile-inhibiting gut commensals using culturomics, phenotyping, and combinatorial community assembly 93%
Similar papers in this journal
- Mucosal washes are useful for sampling intestinal mucus-associated microbiota despite low biomass 95%
- A defined bacterial consortium and spatial transcriptomics highlight the complex interaction between Campylobacter jejuni and the murine intestine 94%
- Enhancing Recovery from Gut Microbiome Dysbiosis and Alleviating DSS-Induced Colitis in Mice with a Consortium of Rare Short-Chain Fatty Acid-Producing Bacteria 94%
"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.