Early M-Protein Dynamics Predicts Progression-Free Survival in Patients With Relapsed/Refractory Multiple Myeloma

被引:10
|
作者
Yan, Xiaoyu [1 ]
Xu, Xu Steven [2 ]
Weisel, Katja C. [3 ,4 ]
Mateos, Maria-Victoria [5 ]
Sonneveld, Pieter [6 ]
Dimopoulos, Meletios A. [7 ]
Usmani, Saad Zafar [8 ]
Bahlis, Nizar J. [9 ]
Puchalski, Thomas [10 ]
Ukropec, Jon [10 ]
Bellew, Kevin [10 ]
Ming, Qi [10 ]
Sun, Steven [2 ]
Zhou, Honghui [10 ]
机构
[1] Chinese Univ Hong Kong, Fac Med, Sch Pharm, Shatin, Hong Kong, Peoples R China
[2] Janssen Res & Dev, Princeton, NJ 08869 USA
[3] Univ Klinikum Hamburg Eppendorf II, Med Klin & Poliklin, Hamburg, Germany
[4] Univ Tubingen, Tubingen, Germany
[5] Univ Hosp Salamanca, Inst Invest Biomed Salamanca IBSAL, Salamanca, Spain
[6] Erasmus MC, Dept Hematol, Rotterdam, Netherlands
[7] Natl & Kapodistrian Univ Athens, Sch Med, Athens, Greece
[8] Carolinas HealthCare Syst, Levine Canc Inst, Charlotte, NC USA
[9] Univ Calgary, Tom Baker Canc Ctr, Arnie Charbonneau Canc Inst, Calgary, AB, Canada
[10] Janssen Res & Dev, Spring House, PA USA
来源
关键词
FREE LIGHT-CHAIN; ANTIBODY DARATUMUMAB; TUMOR-SIZE; DEXAMETHASONE; BORTEZOMIB; MODEL; CRITERIA; OUTCOMES; DISEASE; CD38;
D O I
10.1111/cts.12836
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
This study aimed to predict long-term progression-free survival (PFS) using early M-protein dynamic measurements in patients with relapsed/refractory multiple myeloma (MM). The PFS was modeled based on dynamic M-protein data from two phase III studies, POLLUX and CASTOR, which included 569 and 498 patients with relapsed/refractory MM, respectively. Both studies compared active controls (lenalidomide and dexamethasone, and bortezomib and dexamethasone, respectively) alone vs. in combination with daratumumab. Three M-protein dynamic features from the longitudinal M-protein data were evaluated up to different time cutoffs (1, 2, 3, and 6 months). The abilities of early M-protein dynamic measurements to predict the PFS were evaluated using Cox proportional hazards survival models. Both univariate and multivariable analyses suggest that maximum reduction of M-protein (i.e., depth of response) was the most predictive of PFS. Despite the statistical significance, the baseline covariates provided very limited predictive value regarding the treatment effect of daratumumab. However, M-protein dynamic features obtained within the first 2 months reasonably predicted PFS and the associated treatment effect of daratumumab. Specifically, the areas under the time-varying receiver operating characteristic curves for the model with the first 2 months of M-protein dynamic data were similar to 0.8 and 0.85 for POLLUX and CASTOR, respectively. Early M-protein data within the first 2 months can provide a prospective and reasonable prediction of future long-term clinical benefit for patients with MM.
引用
收藏
页码:1345 / 1354
页数:10
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