A population-based multistate model for diffuse large B-cell lymphoma-specific mortality in older patients

被引:16
作者
Caglayan, Caglar [1 ]
Goldstein, Jordan S. [2 ]
Ayer, Turgay [1 ]
Rai, Ashish [3 ]
Flowers, Christopher R. [2 ]
机构
[1] Georgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, 755 Ferst Dr NW,Room 321 ISyE Main Bldg, Atlanta, GA 30332 USA
[2] Emory Univ, Winship Canc Inst, Atlanta, GA 30322 USA
[3] Amer Canc Soc Inc, Outcomes Res Surveillance & Hlth Serv Res Program, Atlanta, GA USA
关键词
diffuse large B-cell lymphoma (DLBCL); DLBCL-associated mortality; multistate model; rituximab; cyclophosphamide; doxorubicin; vincristine; and prednisone (R-CHOP) treatment; survival analysis; COMPREHENSIVE GERIATRIC ASSESSMENT; CHEMOTHERAPY PLUS RITUXIMAB; RANDOMIZED CONTROLLED-TRIAL; DETUDE-DES-LYMPHOMES; ELDERLY-PATIENTS; COMPETING RISKS; RACIAL-DIFFERENCES; R-CHOP; SURVIVAL; SURVEILLANCE;
D O I
10.1002/cncr.31981
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Despite effective therapies, outcomes for diffuse large B-cell lymphoma (DLCBL) remain heterogeneous in older individuals due to comorbid diseases and variations in disease biology. Methods Using the Surveillance, Epidemiology, and End Results (SEER)-Medicare database, the authors conducted a multistate survival analysis of 11,780 patients with DLBCL who were aged >= 65 years at the time of diagnosis (2002-2009). Cox proportional hazards models were used to specify the impact of prognostic factors on overall survival and cause-specific deaths, and the Aalen-Johansen estimator was used to project the course of DLBCL over time with or without standard therapy with rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone (R-CHOP). Results Advanced age (hazard ratio [HR] for ages 71-75 years: 1.25; HR for ages 76-80 years: 1.46; HR for ages 81-85 years: 1.88; and HR for age >= 86 years: 2.26), DLBCL stage (HR for Ann Arbor stage II: 1.28; HR for stage III: 1.54; and HR for stage IV: 1.95), Charlson Comorbidity Index (CCI) >= 1 (HR for CCI of 1, 1.15; and HR for CCI >1, 1.37), and not being married (HR, 1.12) were associated with an increased risk of DLBCL-specific death. Being female (HR, 0.91) and of higher socioeconomic status (HR, 0.91) were associated with a lower risk of DLBCL-related mortality after therapy. For patients treated with R-CHOP (3610 patients), the risk of death due to DLBCL was 14.0% and 18.6%, respectively, at 2 and 5 years of treatment and plateaued afterward, confirming a 5-year "cure" point while receiving R-CHOP among older patients. Conclusions Conducting a survival analysis over a large data set, the current study evaluated competing risks for death within a multistate modeling framework, and identified age, sex, and CCI as risk factors for DLBCL-specific and other causes of death.
引用
收藏
页码:1837 / 1847
页数:11
相关论文
共 57 条
[1]  
Aalen OO, 2008, STAT BIOL HEALTH, P1
[2]  
AALEN OO, 1978, SCAND J STAT, V5, P141
[3]   Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling [J].
Alizadeh, AA ;
Eisen, MB ;
Davis, RE ;
Ma, C ;
Lossos, IS ;
Rosenwald, A ;
Boldrick, JG ;
Sabet, H ;
Tran, T ;
Yu, X ;
Powell, JI ;
Yang, LM ;
Marti, GE ;
Moore, T ;
Hudson, J ;
Lu, LS ;
Lewis, DB ;
Tibshirani, R ;
Sherlock, G ;
Chan, WC ;
Greiner, TC ;
Weisenburger, DD ;
Armitage, JO ;
Warnke, R ;
Levy, R ;
Wilson, W ;
Grever, MR ;
Byrd, JC ;
Botstein, D ;
Brown, PO ;
Staudt, LM .
NATURE, 2000, 403 (6769) :503-511
[4]   Competing risks in epidemiology: possibilities and pitfalls [J].
Andersen, Per Kragh ;
Geskus, Ronald B. ;
de Witte, Theo ;
Putter, Hein .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2012, 41 (03) :861-870
[5]  
Andersen PK., 1993, Statistical Methods Based on Counting Processes
[6]   Introduction to the Analysis of Survival Data in the Presence of Competing Risks [J].
Austin, Peter C. ;
Lee, Douglas S. ;
Fine, Jason P. .
CIRCULATION, 2016, 133 (06) :601-609
[7]   Elderly patients with aggressive non-Hodgkin's lymphoma: Disease presentation, response to treatment, and survival - A groupe d'Etude des Lymphomes de l'Adulte study on 453 patients older than 69 years [J].
Bastion, YB ;
Blay, JY ;
Divine, M ;
Brice, P ;
Bordessoule, D ;
Sebban, C ;
Blanc, M ;
Tilly, T ;
Lederlin, P ;
Deconinck, E ;
Salles, B ;
Dumontet, C ;
Briere, J ;
Coiffier, B .
JOURNAL OF CLINICAL ONCOLOGY, 1997, 15 (08) :2945-2953
[8]   Breast cancer survival, competing risks and mixture cure model: a Bayesian analysis [J].
Basu, Sanjib ;
Tiwari, Ram C. .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 2010, 173 :307-329
[9]  
Borgan O., 2005, Encyclopaedia of Biostatistics, DOI [10.1002/0470011815.b2a11001, DOI 10.1002/0470011815.B2A11001]
[10]   Biased estimation of thrombosis rates in cancer studies using the method of Kaplan and Meier [J].
Campigotto, F. ;
Neuberg, D. ;
Zwicker, J. I. .
JOURNAL OF THROMBOSIS AND HAEMOSTASIS, 2012, 10 (07) :1449-1451