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Record W4391162556 · doi:10.1093/ecco-jcc/jjad212.0419

P289 Bowel Stiffness Assessed by Shear-wave Ultrasound Elastography Predicts Disease Behavior Progression in Patients with Crohn’s Disease

2024· article· en· W4391162556 on OpenAlexaboutno aff
Jing He, Yufeng Chen, M Chen, Xiaoyan Xie, Ren Mao

Bibliographic record

VenueJournal of Crohn s and Colitis · 2024
Typearticle
Languageen
FieldMedicine
TopicLiver Disease Diagnosis and Treatment
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineCrohn's diseaseDiseaseUltrasound elastographyInflammatory bowel diseaseUltrasoundStiffnessElastographyInternal medicineRadiologyGastroenterologyStructural engineering

Abstract

fetched live from OpenAlex

Abstract Background There is a lack of reliable predictors of disease behavior progression in patients with Crohn’s disease (CD). Real-time shear-wave elastography (SWE), a novel method for evaluating tissue stiffness, is reportedly helpful in determining the prognosis of liver cirrhosis or breast cancer. However, its value for assessing CD has not yet been investigated. We aimed to explore the value of SWE and other ultrasound parameters at diagnosis in predicting CD behavior progression. Methods We retrospectively collected data from CD patients with the non-stenotic non-penetrating disease (B1 phenotype based on the Montreal classification). All patients underwent intestinal ultrasound with SWE measurement at baseline and were followed up. The endpoint was defined as disease behavior progression to stricturing (B2) or penetrating (B3) disease. A multivariate Cox regression model was used to explore the association between baseline SWE and subsequent outcome. We also established a multivariate nomogram to predict the risk of disease behavior progression and evaluated its performance with receiver operating characteristic curve and decision curve analysis. Results A total of 130 CD patients with B1 phenotype were enrolled. Twenty-seven patients (20.8%) developed B2 or B3 disease, with a median follow-up of 33 months. Multivariate analysis identified that SWE ≥12.75 kPa was the only independent predictor of disease behavior progression (HR 1.08, 95% CI 1.03-1.12, P=0.001, Fig 1A). A restricted cubic spline with multiple covariates adjusted showed an approximately linear positive correlation between SWE and the risk of disease behavior progression, with a cut-off of 12.75 kPa (Fig 1B). We further established a multivariate nomogram incorporating SWE and other clinical characteristics to predict the risk of disease behavior progression quantitatively (Fig 1C). Compared to the model composed solely of SWE, the multivariate nomogram showed a higher but less significant performance (0.738 vs. 0.792, p=0.169, Fig 1D). However, the decision curve analysis showed that the model outperformed the single indicator of SWE in predicting endpoint events, especially those occured after 12 months of baseline (Fig 1E). Conclusion Intestinal stiffness assessed using SWE is an independent predictor of disease behavior progression in patients with CD. CD patients with SWE ≥12.75 kPa at diagnosis are prone to progress toward stricturing or penetrating diseases, which warrants timely intervention.

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 score0.002
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.008
GPT teacher head0.255
Teacher spread0.248 · 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

Citations0
Published2024
Admission routes1
Has abstractyes

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