MétaCan
Menu
Back to cohort
Record W4318539456 · doi:10.1093/ecco-jcc/jjac190.0325

P195 Is fecal calprotectin truly valuable in the management of isolated small bowel Crohn’s disease?

2023· article· en· W4318539456 on OpenAlexaboutno aff
M A Rafael, F Bordalo Ferreira, Ana Oliveira, Ana Nassauer Mónica, L. Santos

Bibliographic record

VenueJournal of Crohn s and Colitis · 2023
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsnot available
Fundersnot available
KeywordsCalprotectinCrohn's diseaseGastroenterologyMedicineInflammatory bowel diseaseInternal medicineFaecal calprotectinFecesInflammationMagnetic resonance imagingDiseaseRadiology

Abstract

fetched live from OpenAlex

Abstract Background Crohn’s disease (CD) is a complex inflammatory bowel disease (IBD) with different locations and behaviors. Although fecal calprotectin (FC) is recommended [1, 2] and has been used to monitor IBD, clinical practice has raised doubts about its utility in small bowel (SB) CD. Even though initial studies did not find a role for FC in SB CD, recent literature confirmed its acuity in SB active inflammation [2]. In fact, recent studies have confirmed a correlation between FC values and the degree in inflammatory activity in magnetic resonance enterography (MRE) [3, 4, 5, 6]. However, all these studies included patients with simultaneous colonic disease. Therefore, we evaluated the role of FC in predicting active inflammation in patients with isolated SB CD. Methods 40 patients with L1 CD according to Montreal classification [7] who underwent MRE, FC and C-reactive protein (CRP) assessment [maximum time between all exams was 60 days] were included. MRE data included disease location and extension, SB wall thickness and contrast enhancement, presence of SB dilation, fistulous tracts, inflammatory masses or abscesses, mesenteric findings. FC was both evaluated as a continuous variable and divided into 3 categorical variables: < 50 mg/g (“negative”), 50-150 mg/g (“low”) and > 150 mg/g (“high”). CRP was also divided in < 0.5 mg/dl (“negative”), 0.5-1 mg/dl (“low”) and > 1 mg/dl (“high”). Non parametric tests were used to correlate MRE findings with continuous FC and CRP values and Pearson’s chi-squared test was used to correlate categorical FC and CRP values. Results FC values ranged from 0 to 2872 mg/g, with an average of 301 mg/g. 31.7% had “negative”, 24.4% “low” and 43.9% “high” FC values. Table 1 represents MRE findings. We found a significant statistical correlation between both continuous and categorical FC values with positive mesenteric findings (p=0.0283 and p=0.037), increased bowel wall thickness (p=0.0455 and p=0.039) and presence of stenotic segments (p=0.0193 and p=0.05). All stenosis had signs of active inflammation. We did not find any correlation between FC and disease location or extension, bowel wall contrast enhancement or presence of penetrating disease. CRP values did not correlate with any of MRE findings. Conclusion Although imaging exams are essential for initial evaluation and treatment response in ileal disease, FC is a useful tool to evaluate active disease in isolated SB CD with both inflammatory (B1) and stenotic (B2) disease, in predominantly inflammatory stenosis. Our results do not support FC use to monitor penetrating (B3) disease.

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)0.000
metaresearch head score (Gemma)0.001
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 score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.011
GPT teacher head0.245
Teacher spread0.234 · 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
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Crohn s and ColitisSame topicInflammatory Bowel DiseaseFrench-language works237,207