Hematopoietic cell transplantation (HCT)-specific comorbidity index: a new tool for risk assessment before allogeneic
Mohamed L Sorror1, Michael B Maris, Rainer Storb
1Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N, D1-100, PO Box 19024, Seattle, WA 98109-1024, USA.
Insights
A new comorbidity index improves prediction of outcomes for patients undergoing allogeneic hematopoietic cell transplantation (HCT). This index better identifies patient risk, aiding clinical trials and counseling before HCT.
Area of Science:
- Hematology
- Transplantation Medicine
- Biostatistics
Background:
- The Charlson Comorbidity Index (CCI) has limitations in predicting outcomes for allogeneic hematopoietic cell transplantation (HCT) due to low capture rates of patients with comorbidities.
- Existing comorbidity assessment tools do not fully capture the specific complexities relevant to HCT patients.
Purpose of the Study:
- To develop and validate a novel comorbidity index specifically tailored for predicting outcomes in allogeneic HCT.
- To refine the definition of comorbidities using pretransplant laboratory data and identify additional HCT-specific comorbidities.
Main Methods:
- A cohort of 1055 patients undergoing HCT was used, with data randomly split into training and validation sets.
- Comorbidities were weighted based on prognostic significance using Cox proportional hazard models.
- A new index was developed and validated against the CCI.
Main Results:
- The new index captured a significantly higher percentage of patients with comorbidities (62%) compared to the CCI (12%).
- The novel index demonstrated superior survival prediction accuracy over the CCI, evidenced by higher likelihood ratios (23.7 vs. 7.1) and c-statistics (0.661 vs. 0.561).
- The index proved effective in predicting nonrelapse mortality and overall survival.
Conclusions:
- A new, simple comorbidity index offers a valid and reliable method for assessing pretransplant comorbidities in HCT patients.
- This index enhances the prediction of nonrelapse mortality and survival, surpassing the predictive capabilities of the CCI.
- The developed index is a valuable tool for clinical trial stratification and pre-HCT patient counseling.
Abstract:
We previously reported that the Charlson Comorbidity Index (CCI) was useful for predicting outcomes in patients undergoing allogeneic hematopoietic cell transplantation (HCT). However, the sample size of patients with scores of 1 or more, captured by the CCI, did not exceed 35%. Further, some comorbidities were rarely found among patients who underwent HCT. Therefore, the current study was designed to (1) better define previously identified comorbidities using pretransplant laboratory data, (2) investigate additional HCT-related comorbidities, and (3) establish comorbidity scores that were suited for HCT. Data were collected from 1055 patients, and then randomly divided into training and validation sets. Weights were assigned to individual comorbidities according to their prognostic significance in Cox proportional hazard models. The new index was then validated. The new index proved to be more sensitive than the CCI since it captured 62% of patients with scores more than 0 compared with 12%, respectively. Further, the new index showed better survival prediction than the CCI (likelihood ratio of 23.7 versus 7.1 and c statistics of 0.661 versus 0.561, respectively, P < .001). In conclusion, the new simple index provided valid and reliable scoring of pretransplant comorbidities that predicted nonrelapse mortality and survival. This index will be useful for clinical trials and patient counseling before HCT.
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