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1.
Gut Microbes ; 16(1): 2391505, 2024.
Article in English | MEDLINE | ID: mdl-39167702

ABSTRACT

Emerging evidence suggests the gut microbiome's potential in predicting response to biologic treatments in patients with inflammatory bowel disease (IBD). In this prospective study, we aimed to predict treatment response to vedolizumab and ustekinumab, integrating clinical data, gut microbiome profiles based on metagenomic sequencing, and untargeted fecal metabolomics. We aimed to identify predictive biomarkers and attempted to replicate microbiome-based signals from previous studies. We found that the predictive utility of the gut microbiome and fecal metabolites for treatment response was marginal compared to clinical features alone. Testing our identified microbial ratios in an external cohort reinforced the lack of predictive power of the microbiome. Additionally, we could not confirm previously published predictive signals observed in similar sized cohorts. Overall, these findings highlight the importance of external validation and larger sample sizes, to better understand the microbiome's impact on therapy outcomes in the setting of biologicals in IBD before potential clinical implementation.


Subject(s)
Antibodies, Monoclonal, Humanized , Feces , Gastrointestinal Microbiome , Inflammatory Bowel Diseases , Metabolome , Ustekinumab , Gastrointestinal Microbiome/drug effects , Humans , Inflammatory Bowel Diseases/drug therapy , Inflammatory Bowel Diseases/microbiology , Inflammatory Bowel Diseases/metabolism , Metabolome/drug effects , Ustekinumab/therapeutic use , Prospective Studies , Antibodies, Monoclonal, Humanized/therapeutic use , Antibodies, Monoclonal, Humanized/pharmacology , Feces/microbiology , Female , Male , Adult , Biological Therapy/methods , Treatment Outcome , Middle Aged , Bacteria/genetics , Bacteria/classification , Bacteria/metabolism , Bacteria/drug effects , Bacteria/isolation & purification , Biomarkers/analysis , Biomarkers/metabolism
2.
Nat Commun ; 15(1): 1470, 2024 Feb 17.
Article in English | MEDLINE | ID: mdl-38368394

ABSTRACT

Disrupted host-microbe interactions at the mucosal level are key to the pathophysiology of IBD. This study aimed to comprehensively examine crosstalk between mucosal gene expression and microbiota in patients with IBD. To study tissue-specific interactions, we perform transcriptomic (RNA-seq) and microbial (16S-rRNA-seq) profiling of 697 intestinal biopsies (645 derived from 335 patients with IBD and 52 from 16 non-IBD controls). Mucosal gene expression patterns in IBD are mainly determined by tissue location and inflammation, whereas the mucosal microbiota composition shows a high degree of individual specificity. Analysis of transcript-bacteria interactions identifies six distinct groups of inflammation-related pathways that are associated with intestinal microbiota (adjusted P < 0.05). An increased abundance of Bifidobacterium is associated with higher expression of genes involved in fatty acid metabolism, while Bacteroides correlates with increased metallothionein signaling. In patients with fibrostenosis, a transcriptional network dominated by immunoregulatory genes is associated with Lachnoclostridium bacteria in non-stenotic tissue (adjusted P < 0.05), while being absent in CD without fibrostenosis. In patients using TNF-α-antagonists, a transcriptional network dominated by fatty acid metabolism genes is linked to Ruminococcaceae (adjusted P < 0.05). Mucosal microbiota composition correlates with enrichment of intestinal epithelial cells, macrophages, and NK-cells. Overall, these data demonstrate the presence of context-specific mucosal host-microbe interactions in IBD, revealing significantly altered inflammation-associated gene-taxa modules, particularly in patients with fibrostenotic CD and patients using TNF-α-antagonists. This study provides compelling insights into host-microbe interactions that may guide microbiota-directed precision medicine and fuels the rationale for microbiota-targeted therapeutics as a strategy to alter disease course in IBD.


Subject(s)
Host Microbial Interactions , Inflammatory Bowel Diseases , Humans , Host Microbial Interactions/genetics , Tumor Necrosis Factor-alpha/genetics , Inflammatory Bowel Diseases/pathology , Phenotype , Inflammation/genetics , Inflammation/pathology , Fatty Acids , Intestinal Mucosa/pathology
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