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A Novel Method for Quantifying Intestinal Inflammatory Burden in Inflammatory Bowel Disease Using Register Data
Division of Gastroenterology, Department of Medicine, NYU School of Medicine, New York NY, USA.ORCID iD: 0000-0003-1951-7790
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
Örebro University, School of Medical Sciences. Örebro University Hospital. Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden; Department of Pediatrics, Örebro University Hospital, Örebro, Sweden; Division of Epidemiology and Public Health, School of Medicine, University of Nottingham, Nottingham, UK; Department of Medicine, Columbia University College of Physicians and Surgeons, New York NY, USA.ORCID iD: 0000-0003-1024-5602
Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden; Sachs’ Children and Youth Hospital, Stockholm South General Hospital, Stockholm, Sweden; Department of Clinical Science and Education Södersjukhuset, Karolinska Institutet, Stockholm, Sweden.
2020 (English)In: Clinical Epidemiology, E-ISSN 1179-1349, Vol. 12, p. 1059-1072Article in journal (Refereed) Published
Abstract [en]

Background: The Swedish Quality Register for Inflammatory Bowel Disease (SWIBREG) contains clinical data for the study of inflammatory bowel disease (IBD). The Epidemiology Strengthened by histoPathology Reports in Sweden (ESPRESSO) cohort was recently established for the study of gastrointestinal histopathology. We aimed to develop and validate a histology score from ESPRESSO using clinical information from SWIBREG, and secondarily, to evaluate the association of the score on IBD-related hospitalization.

Methods: In a nationwide, population-based cohort study of patients with IBD during 1969-2017, we linked endoscopic inflammation in SWIBREG with histologic inflammation in ESPRESSO. We established a clinically interpretable model for predicting the endoscopic score from histology using scalable Bayesian rule lists to define a SNOMED-based histology score applicable to the ESPRESSO cohort. We also assessed the impact of baseline endoscopic and histology scores on time to IBD-related hospitalization.

Results: We identified 5225 individuals with IBD comprising 11,051 endoscopic assessments in SWIBREG linked to a histopathology record in ESPRESSO. We created predictive models to calculate a SNOMED-based histology score which predicted the endoscopic score. Split-sample validated areas under the ROC curves for the score predicting a non-zero endoscopic score were 0.80 (0.78-0.81) in UC, 0.70 (0.68-0.72) in CD, and 0.76 (0.73-0.78) in IBD-U. In a subset of 2741 individuals with an initial IBD diagnosis and a corresponding record in ESPRESSO with an endoscopic assessment in SWIBREG, the baseline endoscopic and histology scores were associated with time to IBD-related hospitalization (endoscopy log-rank UC p<0.001, CD p=0.020, IBD-U p<0.001; histology log-rank UC p=0.018, CD p=0.960, IBD-U p=0.034).

Conclusion: Histopathology data in ESPRESSO accurately predict endoscopic scores in SWIBREG. Baseline endoscopic and histologic scores were associated with time to IBD-related hospitalization, particularly in UC. The SNOMED-based histology score can be used as a measure of disease activity in future register-based IBD studies.

Place, publisher, year, edition, pages
Dove Medical Press Ltd. , 2020. Vol. 12, p. 1059-1072
Keywords [en]
Crohn's disease, ulcerative colitis, endoscopic healing, mucosal healing, histologic healing
National Category
Gastroenterology and Hepatology
Identifiers
URN: urn:nbn:se:oru:diva-86932DOI: 10.2147/CLEP.S265404ISI: 000577124900001PubMedID: 33116900Scopus ID: 2-s2.0-85092521803OAI: oai:DiVA.org:oru-86932DiVA, id: diva2:1485296
Funder
The Karolinska Institutet's Research FoundationSwedish Society of MedicineStockholm County Council
Note

Funding Agency:

Strategic Research Area Epidemiology program at Karolinska Institutet

Available from: 2020-11-02 Created: 2020-11-02 Last updated: 2024-07-04Bibliographically approved

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Ludvigsson, Jonas F.

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