Mucosa-Associated Microbiota in Ileoanal Pouches May Contribute to Clinical Symptoms, Particularly Stool Frequency, Independent of Endoscopic Disease Activity
Bibliographic record
Abstract
INTRODUCTION: Pouchitis is a common complication after ileal pouch-anal anastomosis (IPAA). However, there is a poor correlation between symptoms and endoscopic appearance of the pouch, and many patients can have debilitating symptoms in the absence of overt inflammation. It is unknown whether these clinical symptoms are independently associated with the microbiota. The objective of this work was to examine whether the individual clinical components of the pouch activity scoring systems are associated with specific microbiota. METHODS: Pouch biopsies from 233 patients (50% male, 100% IPAA/ulcerative colitis) post-IPAA were included. Clinical phenotyping was performed, and patients were classified using both clinical and endoscopic components of the Pouch Activity Scale. Scoring for symptoms examined 24-hour stool frequency, urgency, incontinence, and rectal bleeding as described by the Pouchitis Disease Activity Index Score. RESULTS: In the absence of inflammation, an increase in stool frequency reported over 24 hours was associated with a decrease in Bacteroidetes relative abundance, and this was the strongest association found. Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt) analysis in inflamed groups showed that an increase in 24-hour stool frequency was associated with an increase in biofilm formation. DISCUSSION: These findings indicate that in patients with IPAA, the composition of mucosa-associated microbiota of the pouch may contribute to clinical symptoms, particularly stool frequency, independent of endoscopic disease activity.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".