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S1146 Inflammatory Bowel Disease (IBD)-Associated Peripheral Arthritis is Not Associated With Objective Markers of Luminal IBD Disease Activity - Results From the CHASE Cohort

2024· article· en· W4403727258 on OpenAlexaff
Katherine Falloon, Suha Abushamma, Ashwin N. Ananthakrishnan, Edward Barnes, Abhik Bhattacharya, Raymond Cross, Shashank Cheemalavagu, Jean–Frédéric Colombel, Emily Gore, Hans Herfarth, Sara N. Horst, Jason K. Hou, M. Elaine. Husni, Jeremy A. Klein, Edward V. Loftus, Dana J. Lukin, David T. Rubin, Ellen Scherl, Taha Qazi, Qijun Yang, Benjamin L. Cohen, Brian G. Feagan, Florian Rieder

Bibliographic record

VenueThe American Journal of Gastroenterology · 2024
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsWestern University
Fundersnot available
KeywordsMedicineInflammatory bowel diseaseDiseaseCohortPeripheralArthritisGastroenterologyInternal medicineImmunology

Abstract

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Introduction: Inflammatory bowel disease (IBD)-associated peripheral spondyloarthritis (IBD-pSpA) is common but remains understudied. Although the type I vs type II classification, which categorizes patients based upon number and size of involved joints, is commonly accepted by gastroenterologists, this schema is neither widely accepted within the rheumatology literature nor prospectively validated. The aim of this study was to assess the association between clinical presentation of IBD-pSpA and IBD activity. Methods: We prospectively recruited patients with IBD-pSpA, defined by previously established consensus criteria (incorporating presence of swollen/tender joints on physical exam), from 6 sites across the United States. The relationship of clinical presentation of IBD-pSpA (number and type of involved peripheral joints as proposed by the type I vs type II classification schema) with objective markers of disease activity was assessed. Unadjusted univariate logistic regression analysis was performed to assess association between joint distribution and disease activity. R software was used. A significance level of 0.05 was assumed for all tests. Results: One hundred 6 patients (61% female, 70% Crohn’s disease (CD)) were included (see Table 1 for summary statistics). Within a month of enrollment, 24% had results available for fecal calprotectin and 53% for C-reactive protein (CRP). Within 3 months of enrollment, 18% had IBD-related imaging. The most recent endoscopy results were available in 96% of patients, with median time from endoscopy to enrollment 0.8 years (interquartile range 0.3-1.60). There was no statistically significant association between pattern of joint distribution and elevated fecal calprotectin ( >150 μg/g), active IBD on imaging, or active CD endoscopically. There was a statistically significant association between knee involvement and elevated CRP (odds ratio [OR], 4.3; 95% CI, 1.18–21.0; P =0.04) and active ulcerative colitis (UC) endoscopically (OR, 5.9; 95% CI, 1.16– 37.0; P =0.04). Conclusion: Contrary to the type I vs type II classification, in this prospective study, the pattern of joint involvement in IBD-pSpA was not associated with IBD activity. Knee involvement was associated with elevated CRP and endoscopic activity in patients with UC. Table 1. - Summary Descriptive Statistics Variable All Age at Enrollment, Median [25th 75th] 46.7 [31.8; 56.9] Sex, N (%) Male Female 65 (61.3) IBD Diagnosis, N (%) Ulcerative Colitis 31 (29.5) Crohn’s Disease 74 (70.5) Patient Report of Joint Pain, N (%) 105 (99.1) Patient report of Joint Stiffness, N (%) 82 (79.6) Number of Tender/Swollen Joints, N (%) < 5 joints 51 (49.5) >=5 joints 52 (50.5) Location of Joints Hand(s) 72 (67.9) Elbow(s) 21 (19.8) Shoulder(s) 27 (25.5) Hips(s) 29 (27.4) Knee(s) 56 (52.8) Ankles(s) 18 (17.0) Foot/Feet 27 (25.5) Current Medications, N (%) Prednisone 17 (16) Budesonide 1 (0.9) Balsalazide 1 (0.9) Mesalamine 6 (5.7) Sulfasalazine 8 (7.6) Azathioprine 5 (4.7) 6-Mercaptopurine 4 (3.8) Methotrexate (oral) 12 (11.3) Methotrexate (subcutaneous) 4 (3.77) Infliximab / Biosimilar 16 (15.1) Adalimumab / Biosimilar 8 (7.6) Golimumab 1 (0.9) Certolizumab 3 (2.8) Vedolizumab 22 (20.8) Ustekinumab 21 (19.8) Upadacitinib 7 (6.6) Risankizumab 6 (5.7) Objective Assessment of IBD Disease Activity Fecal calprotectin Total: 25 (24.3)Elevated 10 (40) CRP Total: 56 (53.3)Elevated: 16 (28.6) Imaging Total: 18 (18.2)Active: 11 (61.1) Endoscopy Total 101 (96.2), CD: 73 (73), UC: 27 (27)Active UC: 13 (48.1)Active CD: 32 (43.8) Caption: IBD = inflammatory bowel disease, CRP = C reactive protein.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.009
Threshold uncertainty score0.031

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0090.001

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.

Opus teacher head0.004
GPT teacher head0.215
Teacher spread0.211 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

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Citations0
Published2024
Admission routes1
Has abstractyes

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