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
相关论文
共 50 条
  • [41] Immunoglobulin Recovery after ASCT for Patients with Multiple Myeloma: Impact on Overall Survival and Progression-Free Survival
    Jimenez-Zepeda, Victor
    Duggan, Peter
    Neri, Paola
    Chaudhry, Ahsan
    Tay, Jason
    Bahlis, Nizar J.
    [J]. BLOOD, 2016, 128 (22)
  • [42] New Long Term Data on Elotuzumab shows a persistent Advantage of progression free Survival in Patients with relapsed or refractory Multiple Myeloma
    Viragh, Eszter
    [J]. ONCOLOGY RESEARCH AND TREATMENT, 2016, 39 (1-2)
  • [43] African American relapsed/refractory multiple myeloma patients have a progression free survival benefit with selinexor treatment in the STORM study
    Cole, Craig
    Opalikhin, Anne
    McCartney, Matthew
    Heideman, Caroline
    Pentapati, Swetha
    Wang, Ling
    [J]. CLINICAL LYMPHOMA MYELOMA & LEUKEMIA, 2023, 23 : S168 - S169
  • [44] Favorable Progression-Free Survival Associated with Immune Bio-Markers Modulated By Pomalidomide in Relapsed/Refractory Multiple Myeloma: An Analysis of Phase III Study
    Prabhala, Rao
    Samur, Mehmet Kemal
    Talluri, Srikanth
    Stekla, Megan
    Yenumula, Chaitanya
    Lopez, Michael A.
    Derebail, Sanika
    Potluri, Lakshmi B.
    Wang, Angela
    Katiki, Aishwarya
    Vangala, Sahan D.
    Haas, Eric
    Buonopane, Michael J.
    Heubeck, Alexander T.
    Fulciniti, Mariateresa
    Szalat, Raphael
    Lazo-Kallanian, Suzan
    Hong, Kevin
    Peluso, Teresa
    Daley, John
    Biyukov, Tsvetan
    Oriol, Albert
    Pierceall, William E.
    Richardson, Paul G.
    Anderson, Kenneth C.
    Thakurta, Anjan
    Avet-Loiseau, Herve
    Munshi, Nikhil C.
    [J]. BLOOD, 2019, 134
  • [45] Lenalidomide and Low Dose Dexamethasone Plus Elotuzumab or Carfilzomib for Relapsed or Refractory Multiple Myeloma: A Comparison of Progression-Free Survival with Reconstructed Individual Participant Data
    Li, Shuo
    Meng, Xiang-Yu
    Maman, Souraka Tapara Dramani
    Xiao, Yong-Nong
    Li, Sheng
    [J]. BIOMED RESEARCH INTERNATIONAL, 2018, 2018
  • [46] Establishing the Velocity of M-Protein Decline (VMD) Value in Response to Multiple Myeloma Therapy That Best Predicts M-Protein of Zero
    Haddad, Philip A.
    Ganey, Nowell
    [J]. BLOOD, 2020, 136
  • [47] Carfilzomib significantly improves the progression-free survival of high-risk patients in multiple myeloma
    Avet-Loiseau, Herve
    Fonseca, Rafael
    Siegel, David
    Dimopoulos, Meletios A.
    Spicka, Ivan
    Masszi, Tamas
    Hajek, Roman
    Rosinol, Laura
    Goranova-Marinova, Vesselina
    Mihaylov, Georgi
    Maisnar, Vladimir
    Mateos, Maria-Victoria
    Wang, Michael
    Niesvizky, Ruben
    Oriol, Albert
    Jakubowiak, Andrzej
    Minarik, Jiri
    Palumbo, Antonio
    Bensinger, William
    Kukreti, Vishal
    Ben-Yehuda, Dina
    Stewart, A. Keith
    Obreja, Mihaela
    Moreau, Philippe
    [J]. BLOOD, 2016, 128 (09) : 1174 - 1180
  • [48] Levels of Uninvolved Immunoglobulin Predict Clinical Status and Progression-Free Survival for Multiple Myeloma Patients
    Harutyunyan, Nika M.
    Vardanyan, Suzie
    Ghermezi, Michael
    Gottlieb, Jillian
    Berenson, Ariana
    Andreu-Vieyra, Claudia
    Tang, George
    Sanchez, Eric
    Li, Mingjie
    Wang, Cathy
    Ben-Zvi, Joseph
    Garzio, Gigi
    Chen, Haiming
    Finlay, Judith
    Berenson, James R.
    [J]. BLOOD, 2014, 124 (21)
  • [49] LABORATORY SCREENING OF M-PROTEIN FOR EARLY DETECTION OF MULTIPLE-MYELOMA
    KITAMURA, M
    YAMAGUCHI, H
    MURAKAWA, K
    [J]. JOURNAL OF CLINICAL CHEMISTRY AND CLINICAL BIOCHEMISTRY, 1981, 19 (08): : 730 - 731
  • [50] Evolving changes in M-protein and hemoglobin as predictors for progression of smoldering multiple myeloma
    Shebli Atrash
    Myra Robinson
    Daniel Slaughter
    Amanda Aneralla
    Taylor Brown
    Jordan Robinson
    Ami Ndiaye
    Chelsea Sprouse
    Qing Zhang
    James T. Symanowski
    Reed Friend
    Peter M. Voorhees
    Saad Z. Usmani
    Manisha Bhutani
    [J]. Blood Cancer Journal, 8