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A novel risk score to stratify severity of Crohn's disease hospitalizations
Ashwin N Ananthakrishnan1, Emily L McGinley, David G Binion
1Division of Gastroenterology and Hepatology, Medical College of Wisconsin, Milwaukee, Wisconsin 53226, USA. aanantha@mcw.edu
Insights
A new risk score effectively predicts severe Crohn's disease (CD) hospitalizations. This tool helps stratify patient severity, aiding in better healthcare management for this chronic condition.
Area of Science:
- Gastroenterology
- Health Services Research
- Clinical Epidemiology
Background:
- Crohn's disease (CD) is a chronic condition with frequent hospitalizations.
- Existing comorbidity indices are not optimized for predicting CD hospitalization severity.
- There is a need for tools to stratify CD hospitalizations by severity.
Purpose of the Study:
- To develop and validate a quantitative risk score for predicting severe hospitalizations in Crohn's disease patients.
- To identify independent predictors of severe CD hospitalizations.
Main Methods:
- Utilized Nationwide Inpatient Sample data (2004, 2007) for Crohn's disease hospitalizations.
- Developed a risk score based on multivariate regression of independent predictors.
- Defined severe hospitalization as requiring nonelective bowel surgery or >7-day stay.
- Validated the score against Elixhauser and Charlson comorbidity indices.
Main Results:
- A cohort of 25,938 CD hospitalizations was analyzed; 23.8% were severe.
- Key predictors included disease phenotype, anemia, malnutrition, blood transfusion, parenteral nutrition, C. difficile infection, teaching hospital admission, and inter-hospital transfer.
- The risk score (0-13 points) showed intermediate (OR 2.63) and high (OR 13.62) scores significantly associated with severe hospitalizations.
Conclusions:
- A simple, quantitative risk score was developed using administrative data to assess Crohn's disease hospitalization severity.
- This score can aid in stratifying risk and potentially improving patient management.
Objectives:
Crohn's disease (CD) is a lifelong relapsing-remitting disease often requiring health-care contact, hospitalization, or surgery. General comorbidity indices were developed to predict mortality, which is rare in this population. There are limited tools to stratify these hospitalizations by severity.
Methods:
We used data obtained from the Nationwide Inpatient Sample 2004 to identify all CD-related hospitalizations using discharge diagnosis codes (International Classification of Diseases, 9th edition, Clinical Modification, ICD-9-CM, 555.x). Independent predictors on multivariate regression were identified and used to construct a quantitative risk score to predict severe hospitalizations (defined as requiring nonelective bowel surgery or hospitalization longer than 7 days). The performance of our risk score was compared with the Elixhauser and Charlson comorbidity indices, and validated in an independent sample of CD hospitalizations from 2007.
Results:
Our final study cohort consisted of 25,938 discharges, among which 6,169 were determined to be severe hospitalizations (23.8%). Independent predictors of disease severity included disease phenotype, anemia, malnutrition, and requirement for blood transfusion or total parenteral nutrition, as well as Clostridium difficile infection, admission to a teaching hospital, or inter-hospital transfer. The cumulative risk score ranged from 0 to 13 points, with scores >or=5 being considered to be of greater severity. A total of 15,330 (59.1%), 9,060 (34.9%), and 1,548 (6.0%) discharges were classified as being of low, intermediate, and high risk, respectively. An intermediate (odds ratio (OR) 2.63, 95% confidence interval (CI): 2.47-2.80) or high-risk score (OR 13.62, 95% CI: 12.12-15.33) was associated with a significantly higher adjusted risk of severe hospitalization.
Conclusions:
Using administrative data, we propose a simple quantitative risk score to measure the severity of CD hospitalizations.
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