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Predicting the Crohn's disease activity index from the Harvey-Bradshaw Index
1Midwest Center for Health, Services and Policy Research, Edward Hines Jr VA Hospital, Hines, Illinois, USA. william.best@va.gov
Insights
The Harvey-Bradshaw Index (HBI) can predict Crohn's Disease Activity Index (CDAI) values, but the relationship is not perfect. This study provides a method for predicting CDAI from HBI, aiding Crohn's disease management.
Area of Science:
- Gastroenterology
- Clinical Trials
- Biostatistics
Background:
- The Crohn's Disease Activity Index (CDAI) is a standard measure for Crohn's disease severity in clinical trials.
- The Harvey-Bradshaw Index (HBI) offers a simpler alternative for assessing disease activity.
- Previous studies suggested high correlation between CDAI and HBI, but this requires further validation.
Purpose of the Study:
- To develop a predictive model for the Crohn's Disease Activity Index (CDAI) based on Harvey-Bradshaw Index (HBI) values.
- To establish prediction limits for CDAI values derived from HBI.
- To provide a method for more accurate assessment of Crohn's disease activity.
Main Methods:
- Combined data from 224 Crohn's disease patients.
- Performed regression analysis of CDAI on HBI, weighting by the inverse of the estimated CDAI standard deviation.
- Calculated mean and 95% prediction limits of CDAI for each HBI value.
Main Results:
- A linear relationship was found, predicting a 27-unit increase in CDAI for each HBI unit.
- Calculated 95% prediction limits showed diverging lines, encompassing 95% of observations.
- A table was generated detailing CDAI central tendency and prediction limits for all HBI values.
Conclusions:
- A strong but imperfect relationship exists between CDAI and HBI.
- CDAI remains the preferred index for clinical trials.
- HBI is a more user-friendly index for routine clinical practice.
Background:
The Crohn's Disease Activity Index (CDAI) was developed in the 1970s to assess the degree of illness in individuals with Crohn's disease and has since been used widely in clinical trials of the condition. The Harvey-Bradshaw Index (HBI) is a simplification of the CDAI, designed to make data collection and computation easier. It is purported, on the basis of a 0.93 correlation coefficient, to give "essentially the same information." However, correlation is an incomplete way to assess sameness, and this study aimed to develop a method for predicting CDAI from HBI values, including relevant prediction limits.
Materials And Methods:
Data used in developing both indexes were combined. Single visits of 224 patients with Crohn's disease were plotted on a scattergram. HBI values seen were integers from 0 through 19. Mean and standard deviation of CDAI were determined for each HBI value that included a sufficient number of patients. Standard deviation of CDAI showed a linear increase with increasing HBI. Therefore, regression of CDAI on HBI was weighted on the inverse of the estimated CDAI standard deviation.
Results:
Regression predicted a 27-CDAI-unit increase for each HBI unit. Calculated 95% prediction limits were almost straight, diverging lines, bracketing 95% of observations. A table gives central tendency and 95% prediction limits of CDAI for any HBI, as well as key clinical benchmarks.
Conclusions:
There is a good but far from perfect relationship between CDAI and HBI. CDAI is preferred for clinical trials; HBI is easier to use.
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