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Sorror ML, Storb RF, Sandmaier BM, Maziarz RT, Pulsipher MA, Maris MB, Bhatia S, Ostronoff F, Deeg HJ, Syrjala KL, Estey E, Maloney DG, Appelbaum FR, Martin PJ, Storer BE. Comorbidity-age index: a clinical measure of biologic age before allogeneic hematopoietic cell transplantation. J Clin Oncol 2014; 32:3249-56. [PMID: 25154831 PMCID: PMC4178523 DOI: 10.1200/jco.2013.53.8157] [Citation(s) in RCA: 300] [Impact Index Per Article: 27.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
PURPOSE Age has long been used as a major factor for assessing suitability for allogeneic hematopoietic cell transplantation (HCT). The HCT-comorbidity index (HCT-CI) was developed as a measure of health status to predict mortality risk after HCT. Whether age, comorbidities, or both should guide decision making for HCT is unknown. PATIENTS AND METHODS Data from 3,033 consecutive recipients of HLA-matched grafts from five institutions contributed to this analysis. Patients were randomly divided into a training set to develop weights for age intervals and a validation set to assess the performance of prognostic models. RESULTS In the training set, patients age 20 to 39 years, 40 to 49 years, 50 to 59 years, and ≥ 60 years had hazard ratios for nonrelapse mortality (NRM) of 1.21 (P = .29), 1.48 (P = .04), 1.75 (P = .004), and 1.84 (P = .005), respectively, compared with those age younger than 20 years. Consequently, age ≥ 40 years was assigned a weight of 1 to be added to the HCT-CI to constitute a composite comorbidity/age index. In the validation set, the composite comorbidity/age score had statistically significantly higher c-statistic estimates for prediction of NRM (0.664 v 0.556; P < .001) and survival (0.682 v 0.560; P < .001) compared with age, respectively. Patients with comorbidity/age scores of 0 to 2 had comparable mortality risks regardless of conditioning regimens. Patients with scores of 3 to 4 and ≥ 5 had statistically significant higher mortality risks after high-dose versus nonmyeloablative regimens. CONCLUSION Age is a poor prognostic factor. The proposed composite measure allows integration of both comorbidities and age into clinical decision making and comparative-effectiveness research of HCT.
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Affiliation(s)
- Mohamed L Sorror
- Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, Paul J. Martin, and Barry E. Storer, Fred Hutchinson Cancer Research Center; Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, and Paul J. Martin, University of Washington School of Medicine; Barry E. Storer, University of Washington School of Public Health, Seattle, WA; Smita Bhatia, City of Hope School of Medicine, Duarte, CA; Richard T. Maziarz, Center for Hematologic Malignancies, Oregon Health & Science University Knight Cancer Institute and School of Medicine, Portland, OR; Michael A. Pulsipher, University of Utah School of Medicine and Primary Children's Medical Center, Huntsman Cancer Institute, Salt Lake City, UT; and Michael B. Maris, Colorado Blood Cancer Institute School of Medicine, Denver, CO.
| | - Rainer F Storb
- Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, Paul J. Martin, and Barry E. Storer, Fred Hutchinson Cancer Research Center; Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, and Paul J. Martin, University of Washington School of Medicine; Barry E. Storer, University of Washington School of Public Health, Seattle, WA; Smita Bhatia, City of Hope School of Medicine, Duarte, CA; Richard T. Maziarz, Center for Hematologic Malignancies, Oregon Health & Science University Knight Cancer Institute and School of Medicine, Portland, OR; Michael A. Pulsipher, University of Utah School of Medicine and Primary Children's Medical Center, Huntsman Cancer Institute, Salt Lake City, UT; and Michael B. Maris, Colorado Blood Cancer Institute School of Medicine, Denver, CO
| | - Brenda M Sandmaier
- Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, Paul J. Martin, and Barry E. Storer, Fred Hutchinson Cancer Research Center; Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, and Paul J. Martin, University of Washington School of Medicine; Barry E. Storer, University of Washington School of Public Health, Seattle, WA; Smita Bhatia, City of Hope School of Medicine, Duarte, CA; Richard T. Maziarz, Center for Hematologic Malignancies, Oregon Health & Science University Knight Cancer Institute and School of Medicine, Portland, OR; Michael A. Pulsipher, University of Utah School of Medicine and Primary Children's Medical Center, Huntsman Cancer Institute, Salt Lake City, UT; and Michael B. Maris, Colorado Blood Cancer Institute School of Medicine, Denver, CO
| | - Richard T Maziarz
- Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, Paul J. Martin, and Barry E. Storer, Fred Hutchinson Cancer Research Center; Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, and Paul J. Martin, University of Washington School of Medicine; Barry E. Storer, University of Washington School of Public Health, Seattle, WA; Smita Bhatia, City of Hope School of Medicine, Duarte, CA; Richard T. Maziarz, Center for Hematologic Malignancies, Oregon Health & Science University Knight Cancer Institute and School of Medicine, Portland, OR; Michael A. Pulsipher, University of Utah School of Medicine and Primary Children's Medical Center, Huntsman Cancer Institute, Salt Lake City, UT; and Michael B. Maris, Colorado Blood Cancer Institute School of Medicine, Denver, CO
| | - Michael A Pulsipher
- Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, Paul J. Martin, and Barry E. Storer, Fred Hutchinson Cancer Research Center; Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, and Paul J. Martin, University of Washington School of Medicine; Barry E. Storer, University of Washington School of Public Health, Seattle, WA; Smita Bhatia, City of Hope School of Medicine, Duarte, CA; Richard T. Maziarz, Center for Hematologic Malignancies, Oregon Health & Science University Knight Cancer Institute and School of Medicine, Portland, OR; Michael A. Pulsipher, University of Utah School of Medicine and Primary Children's Medical Center, Huntsman Cancer Institute, Salt Lake City, UT; and Michael B. Maris, Colorado Blood Cancer Institute School of Medicine, Denver, CO
| | - Michael B Maris
- Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, Paul J. Martin, and Barry E. Storer, Fred Hutchinson Cancer Research Center; Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, and Paul J. Martin, University of Washington School of Medicine; Barry E. Storer, University of Washington School of Public Health, Seattle, WA; Smita Bhatia, City of Hope School of Medicine, Duarte, CA; Richard T. Maziarz, Center for Hematologic Malignancies, Oregon Health & Science University Knight Cancer Institute and School of Medicine, Portland, OR; Michael A. Pulsipher, University of Utah School of Medicine and Primary Children's Medical Center, Huntsman Cancer Institute, Salt Lake City, UT; and Michael B. Maris, Colorado Blood Cancer Institute School of Medicine, Denver, CO
| | - Smita Bhatia
- Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, Paul J. Martin, and Barry E. Storer, Fred Hutchinson Cancer Research Center; Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, and Paul J. Martin, University of Washington School of Medicine; Barry E. Storer, University of Washington School of Public Health, Seattle, WA; Smita Bhatia, City of Hope School of Medicine, Duarte, CA; Richard T. Maziarz, Center for Hematologic Malignancies, Oregon Health & Science University Knight Cancer Institute and School of Medicine, Portland, OR; Michael A. Pulsipher, University of Utah School of Medicine and Primary Children's Medical Center, Huntsman Cancer Institute, Salt Lake City, UT; and Michael B. Maris, Colorado Blood Cancer Institute School of Medicine, Denver, CO
| | - Fabiana Ostronoff
- Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, Paul J. Martin, and Barry E. Storer, Fred Hutchinson Cancer Research Center; Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, and Paul J. Martin, University of Washington School of Medicine; Barry E. Storer, University of Washington School of Public Health, Seattle, WA; Smita Bhatia, City of Hope School of Medicine, Duarte, CA; Richard T. Maziarz, Center for Hematologic Malignancies, Oregon Health & Science University Knight Cancer Institute and School of Medicine, Portland, OR; Michael A. Pulsipher, University of Utah School of Medicine and Primary Children's Medical Center, Huntsman Cancer Institute, Salt Lake City, UT; and Michael B. Maris, Colorado Blood Cancer Institute School of Medicine, Denver, CO
| | - H Joachim Deeg
- Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, Paul J. Martin, and Barry E. Storer, Fred Hutchinson Cancer Research Center; Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, and Paul J. Martin, University of Washington School of Medicine; Barry E. Storer, University of Washington School of Public Health, Seattle, WA; Smita Bhatia, City of Hope School of Medicine, Duarte, CA; Richard T. Maziarz, Center for Hematologic Malignancies, Oregon Health & Science University Knight Cancer Institute and School of Medicine, Portland, OR; Michael A. Pulsipher, University of Utah School of Medicine and Primary Children's Medical Center, Huntsman Cancer Institute, Salt Lake City, UT; and Michael B. Maris, Colorado Blood Cancer Institute School of Medicine, Denver, CO
| | - Karen L Syrjala
- Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, Paul J. Martin, and Barry E. Storer, Fred Hutchinson Cancer Research Center; Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, and Paul J. Martin, University of Washington School of Medicine; Barry E. Storer, University of Washington School of Public Health, Seattle, WA; Smita Bhatia, City of Hope School of Medicine, Duarte, CA; Richard T. Maziarz, Center for Hematologic Malignancies, Oregon Health & Science University Knight Cancer Institute and School of Medicine, Portland, OR; Michael A. Pulsipher, University of Utah School of Medicine and Primary Children's Medical Center, Huntsman Cancer Institute, Salt Lake City, UT; and Michael B. Maris, Colorado Blood Cancer Institute School of Medicine, Denver, CO
| | - Elihu Estey
- Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, Paul J. Martin, and Barry E. Storer, Fred Hutchinson Cancer Research Center; Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, and Paul J. Martin, University of Washington School of Medicine; Barry E. Storer, University of Washington School of Public Health, Seattle, WA; Smita Bhatia, City of Hope School of Medicine, Duarte, CA; Richard T. Maziarz, Center for Hematologic Malignancies, Oregon Health & Science University Knight Cancer Institute and School of Medicine, Portland, OR; Michael A. Pulsipher, University of Utah School of Medicine and Primary Children's Medical Center, Huntsman Cancer Institute, Salt Lake City, UT; and Michael B. Maris, Colorado Blood Cancer Institute School of Medicine, Denver, CO
| | - David G Maloney
- Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, Paul J. Martin, and Barry E. Storer, Fred Hutchinson Cancer Research Center; Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, and Paul J. Martin, University of Washington School of Medicine; Barry E. Storer, University of Washington School of Public Health, Seattle, WA; Smita Bhatia, City of Hope School of Medicine, Duarte, CA; Richard T. Maziarz, Center for Hematologic Malignancies, Oregon Health & Science University Knight Cancer Institute and School of Medicine, Portland, OR; Michael A. Pulsipher, University of Utah School of Medicine and Primary Children's Medical Center, Huntsman Cancer Institute, Salt Lake City, UT; and Michael B. Maris, Colorado Blood Cancer Institute School of Medicine, Denver, CO
| | - Frederick R Appelbaum
- Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, Paul J. Martin, and Barry E. Storer, Fred Hutchinson Cancer Research Center; Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, and Paul J. Martin, University of Washington School of Medicine; Barry E. Storer, University of Washington School of Public Health, Seattle, WA; Smita Bhatia, City of Hope School of Medicine, Duarte, CA; Richard T. Maziarz, Center for Hematologic Malignancies, Oregon Health & Science University Knight Cancer Institute and School of Medicine, Portland, OR; Michael A. Pulsipher, University of Utah School of Medicine and Primary Children's Medical Center, Huntsman Cancer Institute, Salt Lake City, UT; and Michael B. Maris, Colorado Blood Cancer Institute School of Medicine, Denver, CO
| | - Paul J Martin
- Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, Paul J. Martin, and Barry E. Storer, Fred Hutchinson Cancer Research Center; Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, and Paul J. Martin, University of Washington School of Medicine; Barry E. Storer, University of Washington School of Public Health, Seattle, WA; Smita Bhatia, City of Hope School of Medicine, Duarte, CA; Richard T. Maziarz, Center for Hematologic Malignancies, Oregon Health & Science University Knight Cancer Institute and School of Medicine, Portland, OR; Michael A. Pulsipher, University of Utah School of Medicine and Primary Children's Medical Center, Huntsman Cancer Institute, Salt Lake City, UT; and Michael B. Maris, Colorado Blood Cancer Institute School of Medicine, Denver, CO
| | - Barry E Storer
- Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, Paul J. Martin, and Barry E. Storer, Fred Hutchinson Cancer Research Center; Mohamed L. Sorror, Rainer F. Storb, Brenda M. Sandmaier, Fabiana Ostronoff, H. Joachim Deeg, Karen L. Syrjala, Elihu Estey, David G. Maloney, Frederick R. Appelbaum, and Paul J. Martin, University of Washington School of Medicine; Barry E. Storer, University of Washington School of Public Health, Seattle, WA; Smita Bhatia, City of Hope School of Medicine, Duarte, CA; Richard T. Maziarz, Center for Hematologic Malignancies, Oregon Health & Science University Knight Cancer Institute and School of Medicine, Portland, OR; Michael A. Pulsipher, University of Utah School of Medicine and Primary Children's Medical Center, Huntsman Cancer Institute, Salt Lake City, UT; and Michael B. Maris, Colorado Blood Cancer Institute School of Medicine, Denver, CO
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