MétaCan
Menu
Back to cohort
Record W4206976952 · doi:10.1093/ibd/izac015.063

NON-IMMUNE MEDIATED MUSCULOSKELETAL DISEASE IN CROHN’S DISEASE PATIENTS BEING EVALUATED FOR INFLAMMATORY SPONDYLOARTHRITIS - A PILOT STUDY

2022· article· en· W4206976952 on OpenAlexaboutno aff
Monica Schwartzman, Randy Longman, Ellen Scherl, Sergio Schwartzman

Bibliographic record

VenueInflammatory Bowel Diseases · 2022
Typearticle
Languageen
FieldMedicine
TopicSpondyloarthritis Studies and Treatments
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineAnkylosing spondylitisEnthesitisInternal medicineInflammatory bowel diseaseCohortFibromyalgiaDiseaseRheumatologyCrohn's diseasePhysical therapySpondylitisReactive arthritisPsoriatic arthritis

Abstract

fetched live from OpenAlex

Abstract BACKGROUND Musculoskeletal (MSK) disease is the most common extra-intestinal manifestation of inflammatory bowel disease (IBD). The emphasis in the published literature has been on the inflammatory arthritis associated with IBD, spondyloarthritis (SpA). There is a lack of data regarding common, non-inflammatory MSK diseases such as osteoarthritis and fibromyalgia. This distinction is important, as these two conditions have different prognoses, require different clinical approaches and management. OBJECTIVE To evaluate the prevalence of non-inflammatory MSK disease in a cohort of Crohn’s disease (CD) patients. METHODS This was a cross-sectional study of a validated CD cohort from a single center registry in New York City conducted from 9/2019 - 1/2021. Recruitment was limited due to the COVID-19 Pandemic. Patients were sent a four question MSK survey (Figure 1) addressing peripheral joint and back symptoms. Those who answered positively to any question were considered to have MSK symptoms. All patients underwent one study visit with a rheumatologist that included: 66/68 tender/swollen joint count (TJC/SJC), Spondyloarthritis Research Consortium of Canada Enthesitis Index (SPARCC), Bath Ankylosing Spondylitis Metrology Index (BASMI), American College of Rheumatology fibromyalgia criteria, ESR and CRP. Disease activity was measured via a modified Ankylosing Spondylitis Disease Activity Score (ASDAS), Harvey Bradshaw Index (HBI), and Inflammatory Bowel Disease Questionnaire (IBD-Q). RESULTS 26 CD patients participated. Median age was 45.6±17.7 years, 35% were male, median disease duration was 17.7±14.2 years and 73% were on immunomodulatory agents for CD. Median values (range) for the following physical exam and disease features were: TJC 10.8±13.2 (0-68), SJC 0.9±2.2 (0-66), SPARCC 2.8±3.1 (0-16), BASMI 1.5±1.0 (0-10, higher values: more motion limitation) ASDAS 1.5±0.9 (<1.3: inactive disease, >2.1: high disease activity), HBI 6.8±3.5 and IBD-Q 159±36. Median ESR and CRP were 18.9±22.2 mm/hr (normal 0-22) and 0.6±0.5 mg/dL (normal<0.7), respectively. 16/26 (62%) reported MSK symptoms. 7/16 (43.8%) had features of SpA, while 9/16 (56.3%) did not have evidence by history or exam of SpA and were therefore determined to have non-inflammatory MSK disease. 13/26 (50%) met fibromyalgia diagnostic criteria. CONCLUSION MSK conditions were very common in this pilot cohort. Though features of SpA were present in almost half of patients, non-inflammatory MSK disease was present in the majority of those with MSK symptoms. While both rheumatologists and gastroenterologists need to recognize the importance of SpA, it is additionally essential to understand that the most common MSK disease in IBD may be non-inflammatory, which has distinct implications for management. Future studies should examine the prevalence of these conditions in larger cohorts of IBD patients.

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)0.002
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 score0.004
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.001

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 head0.011
GPT teacher head0.265
Teacher spread0.253 · 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".

Quick stats

Citations1
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueInflammatory Bowel DiseasesSame topicSpondyloarthritis Studies and TreatmentsFrench-language works237,207