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A modified comorbidity index for hematopoietic cell transplantation
T E DeFor1, N S Majhail, D J Weisdorf
1Biostatistics and Informatics Core, Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA. defor001@umn.edu
Bone Marrow Transplantation
|October 6, 2009
Summary
The modified comorbidity index (MCI) improves risk prediction in allogeneic hematopoietic cell transplant (HCT) recipients. This new index offers better discrimination for non-relapse mortality (NRM) compared to the HCT-specific comorbidity index (HCT-CI).
Area of Science:
- Hematology
- Transplant Medicine
- Biostatistics
Background:
- The HCT-specific comorbidity index (HCT-CI) is used to assess transplant-related risk in allogeneic hematopoietic cell transplant (HCT) recipients.
- Previous validation analysis indicated that the HCT-CI may not effectively segregate patient risk.
- There is a need for improved tools to predict mortality and stratify risk in HCT patients.
Purpose of the Study:
- To develop and evaluate a modified comorbidity index (MCI) with enhanced predictive and discriminating power for mortality in allogeneic HCT recipients.
- To improve upon the existing HCT-specific comorbidity index (HCT-CI) by utilizing hazard ratios (HR) instead of categorical weights for comorbidities.
- To assess the MCI's ability to predict non-relapse mortality (NRM) and overall survival.
Main Methods:
- A cohort of 444 adult allogeneic HCT recipients was used to develop the MCI.
- A pure multiplicative model was employed, replacing categorical comorbidity weights with HRs from a Fine and Gray adjusted regression model.
- The predictive performance of the MCI was compared against the HCT-CI for non-relapse mortality (NRM).
Main Results:
- The modified comorbidity index (MCI) demonstrated improved discrimination for non-relapse mortality (NRM) compared to the HCT-specific comorbidity index (HCT-CI).
- For intermediate-risk patients, the HR for NRM was 1.3 with HCT-CI versus 1.6 with MCI.
- For high-risk patients, the HR for NRM was 1.6 with HCT-CI versus 2.7 with MCI.
Conclusions:
- The modified comorbidity index (MCI) shows potential for higher discriminating and predictive power for overall survival and non-relapse mortality (NRM) in allogeneic HCT recipients.
- The MCI offers a more nuanced risk assessment by using hazard ratios for individual comorbidities.
- Further validation of the MCI in larger and independent HCT recipient cohorts is warranted.
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