Early M-Protein Dynamics Predicts Progression-Free Survival in Patients With Relapsed/Refractory Multiple Myeloma.
Adult
Antibodies, Monoclonal
/ pharmacology
Biomarkers, Tumor
/ blood
Clinical Trials, Phase III as Topic
Drug Resistance, Neoplasm
Female
Humans
Longitudinal Studies
Male
Middle Aged
Multicenter Studies as Topic
Multiple Myeloma
/ blood
Myeloma Proteins
/ analysis
Neoplasm Recurrence, Local
/ blood
Progression-Free Survival
Prospective Studies
Randomized Controlled Trials as Topic
Reference Values
Risk Assessment
/ methods
Journal
Clinical and translational science
ISSN: 1752-8062
Titre abrégé: Clin Transl Sci
Pays: United States
ID NLM: 101474067
Informations de publication
Date de publication:
11 2020
11 2020
Historique:
received:
31
03
2020
accepted:
27
05
2020
pubmed:
26
6
2020
medline:
16
10
2021
entrez:
26
6
2020
Statut:
ppublish
Résumé
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 ~ 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.
Identifiants
pubmed: 32583948
doi: 10.1111/cts.12836
pmc: PMC7719372
doi:
Substances chimiques
Antibodies, Monoclonal
0
Biomarkers, Tumor
0
Myeloma Proteins
0
daratumumab
4Z63YK6E0E
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
1345-1354Informations de copyright
© 2020 The Authors. Clinical and Translational Science published by Wiley Periodicals LLC on behalf of the American Society for Clinical Pharmacology and Therapeutics.
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