P0693 The Chicago Mesenteric Fat Index: A Novel Biomarker for Assessing Inflammation in Pediatric Crohn’s Disease with Point of Care Intestinal Ultrasound
Notice bibliographique
Résumé
Abstract Background Pediatric Crohn’s disease (CD) is a chronic, progressive disorder that may result in lifelong disability. There is a need for tools that facilitate early detection and accurate assessment of disease. Point-of-care intestinal ultrasound (IUS) is an accurate and non-invasive tool that provides an alternative to magnetic resonance and/or computed tomographic enterography. In addition to bowel wall thickness (BWT) and hyperemia, mesenteric fat (MF) is one of the measures of CD severity visualized with IUS. Current guidance for grading MF is subjective and binary. We have previously proposed the Chicago Mesenteric Fat Index (CMFI) to standardize grading MF in adults, and demonstrated moderate to substantial inter-rater reliability (IRR). The aim of this study was to determine the IRR of MF assessment and validate the CMFI in pediatric CD. Methods IUS images of children with ileal CD were captured from November 2023 to May 2024. Those with prior surgery were excluded. CMFI differentiates severity based on the degree of wrapping: "none" (none or minimal MF wrapping), "incomplete" (incomplete circumferential MF wrapping with skipped areas along the terminal ileum), and "complete" (circumferential MF wrapping, continuous along the terminal ileum) (Figure 1). MF grading was performed by experienced pediatric intestinal sonographers, blinded to clinical data. IRR was analyzed using Cohen’s kappa statistic. We used population and clinical data and assessed the correlation of MF using chi-square for categorical data and Kruskal-Wallis for continuous variables. Results 48 IUS examinations in 36 patients were included [50% female, 69% ileocolonic disease, predominately non-stricturing, non-penetrating in 67%]. Median BWT on IUS was 3.55 mm [1.9-5.25] (Table 1). Of the 48 scans, 32 (67%) had presence of MF wrapping,16 had incomplete MF wrapping and 16 had complete MF wrapping. The IRR for the binary assessment of MF was substantial (k = 0.6936), and grading according to the CMFI also showed substantial agreement (k = 0.6038). MF was associated with other IUS parameters, including BWT (p<0.001 for both binary and graded index and binary), loss of bowel wall stratification (p = 0.001 for binary assessment and p = 0.002 for graded index) and the presence of hyperemia (p = 0.002 for binary assessment and p = 0.011 for graded index). MF was not associated with ileal strictures (p = 0.224 for graded index, p = 0.132 for binary assessment) (Table 1). Conclusion We demonstrate that IUS is a reliable tool for the assessment of MF in pediatric CD. MF assessment with the CMFI could be used as a potential objective non-invasive biomarker of CD severity in children, allowing for enhanced clinical decision-making and improved outcomes.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,002 | 0,004 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,003 | 0,002 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,001 | 0,001 |
| Science ouverte | 0,000 | 0,001 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,003 | 0,001 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».