Hematopoietic cell transplantation (HCT)-specific comorbidity index: a new tool for risk assessment before allogeneic HCT
Top Cited Papers
Open Access
- 15 October 2005
- journal article
- Published by American Society of Hematology in Blood
- Vol. 106 (8) , 2912-2919
- https://doi.org/10.1182/blood-2005-05-2004
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. (Blood. 2005;106: 2912-2919)Keywords
This publication has 60 references indexed in Scilit:
- The importance of classifying initial co-morbidity in evaluating the outcome of diabetes mellitusPublished by Elsevier ,2004
- The pre-therapeutic classification of co-morbidity in chronic diseasePublished by Elsevier ,2004
- Allografting with nonmyeloablative conditioning following cytoreductive autografts for the treatment of patients with multiple myelomaBlood, 2003
- HLA-matched unrelated donor hematopoietic cell transplantation after nonmyeloablative conditioning for patients with hematologic malignanciesBlood, 2003
- Association of Depressive Syndrome and Early Deaths Among Patients After Stem-Cell Transplantation for Malignant DiseasesJournal of Clinical Oncology, 2002
- Validation of a combined comorbidity indexJournal of Clinical Epidemiology, 1994
- Presentation adapting a clinical comorbidity index for use with ICD-9-CM administrative data: Differing perspectivesJournal of Clinical Epidemiology, 1993
- A new method of classifying prognostic comorbidity in longitudinal studies: Development and validationJournal of Chronic Diseases, 1987
- Methotrexate and Cyclosporine Compared with Cyclosporine Alone for Prophylaxis of Acute Graft versus Host Disease after Marrow Transplantation for LeukemiaNew England Journal of Medicine, 1986
- Regression modelling strategies for improved prognostic predictionStatistics in Medicine, 1984