Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Meta-Analysis
. 2017 Jan 1;3(1):28-35.
doi: 10.1001/jamaoncol.2016.3160.

Association of Minimal Residual Disease With Superior Survival Outcomes in Patients With Multiple Myeloma: A Meta-analysis

Affiliations
Meta-Analysis

Association of Minimal Residual Disease With Superior Survival Outcomes in Patients With Multiple Myeloma: A Meta-analysis

Nikhil C Munshi et al. JAMA Oncol. .

Abstract

Importance: Numerous studies have evaluated the prognostic value of minimal residual disease (MRD) in patients with multiple myeloma (MM). Most studies were small and varied in terms of patient population, treatment, and MRD assessment methods.

Objective: To evaluate the utility of MRD detection in patients with newly diagnosed MM.

Data sources: A Medline search was conducted for articles published in English between January 1990 and January 2016.

Study selection: Eligible studies reported MRD status and progression-free survival (PFS) or overall survival (OS) in 20 or more patients following treatment. Among 405 articles identified, 21 met the initial eligibility criteria and were included in the analysis.

Data extraction and synthesis: Information on patient characteristics, treatment, MRD assessment, and outcomes were extracted using a standard form.

Main outcomes and measures: The impact of MRD status on PFS and OS was assessed by pooling data from relevant trials. Data were adjusted to allow for different proportions of patients with MRD in different studies, and analyzed using the Peto method. Forest plots were created based on Cox model analysis. Other prespecified research questions were addressed qualitatively.

Results: Fourteen studies (n = 1273) provided data on the impact of MRD on PFS, and 12 studies (n = 1100) on OS. Results were reported specifically in patients who had achieved conventional complete response (CR) in 5 studies for PFS (n = 574) and 6 studies for OS (n = 616). An MRD-negative status was associated with significantly better PFS overall (hazard ratio [HR], 0.41; 95% CI, 0.36-0.48; P < .001) and in studies specifically looking at CR patients (HR, 0.44; 95% CI, 0.34-0.56; P < .001). Overall survival was also favorable in MRD-negative patients overall (HR, 0.57; 95% CI, 0.46-0.71; P < .001) and in CR patients (HR, 0.47; 95% CI, 0.33-0.67; P < .001). Tests of heterogeneity found no significant differences among the studies for PFS and OS.

Conclusions and relevance: Minimal residual disease-negative status after treatment for newly diagnosed MM is associated with long-term survival. These findings provide quantitative evidence to support the integration of MRD assessment as an end point in clinical trials of MM.

PubMed Disclaimer

Conflict of interest statement

Conflicts of Interest Disclosure

N.M.: Celgene, Takeda, Janssen, and Merck – consultancy, advisory committee membership.

K.A.: Celgene, Millennium, Gilead – consultancy

H.A.-L.: Celgene, Takeda – consultancy, advisory committee membership.

A.C.R.: Janssen – research funding; Gilead – research funding, consultancy, honoraria; Celgene, Roche, Abbvie, Genzyme, GSK – honoraria; BD biosciences – other remuneration.

R.O.: Celgene – consultancy, honoraria, research funding; Janssen – consultancy; Takeda-honoraria

A.T., P.S.: Celgene – employment and equity ownership.

J.A.C.: Celgene – research funding.

A.G.: Excerpta Medica – employment.

W.G.: Celgene – consultancy; Janssen – honoraria.

M.K.S.: no conflicts of interest.

Figures

Figure 1
Figure 1
Article identification and selection. AlloSCT, allogeneic stem cell transplantation; MRD, minimal residual disease; RRMM, relapsed/refractory multiple myeloma.
Figure 2
Figure 2
Overall effect of MRD status on PFS (A) and OS (B), indicating that MRD-negative patients had better outcomes. Tests for heterogeneity indicated no significant differences between the studies for both PFS and OS. Kaplan-Meier curves for PFS (C) and OS (D); data were adjusted to account for the different proportions of patients in each study being MRD-positive and MRD-negative. The sizes of the Forest plot squares represent the weighting of that trial in the meta-analysis, specifically the inverse variance of the Cox model estimate, and the horizontal lines represent the 95% CIs. CI, confidence interval; MRD, minimal residual disease; OS, overall survival; PFS, progression-free survival.
Figure 3
Figure 3
In CR patients, effect of MRD status on PFS (A) and OS (B), indicating that MRD-negative patients had better outcomes. Tests for heterogeneity indicated no significant differences between the studies for both PFS and OS. Kaplan-Meier curves for PFS (C) and OS (D); data were adjusted to account for the different proportions of patients in each study being MRD-positive and MRD-negative. The sizes of the Forest plot squares represent the weighting of that trial in the meta-analysis, specifically the inverse variance of the Cox model estimate, and the horizontal lines represent the 95% confidence intervals. CI, confidence interval; CR, complete response; MRD, minimal residual disease; OS, overall survival; PFS, progression-free survival.

Comment in

References

    1. Munshi N, Anderson K. Minimal residual disease in multiple myeloma. J Clin Oncol. 2013;31(20):2523–2526. - PMC - PubMed
    1. Anderson KC. Oncogenomics to target myeloma in the bone marrow microenvironment. Clin Cancer Res. 2011;17(6):1225–1233. - PubMed
    1. Mailankody S, Korde N, Lesokhin AM, et al. Minimal residual disease in multiple myeloma: brining the bench to the bedside. Nat Rev Clin Oncol. 2015;12(5):286–295. - PMC - PubMed
    1. Biran N, Ely S, Chari A. Controversies in the assessment of minimal residual disease in multiple myeloma: clinical significance of minimal residual disease negativity using highly sensitive techniques. Curr Hematol Malig Rep. 2014;9(4):368–378. - PubMed
    1. Rawstron AC, de Tute RM, Haughton J, Owen RG. Measuring disease levels in myeloma using flow cytometry in combination with other laboratory techniques: Lessons from the past 20 years at the Leeds Haematological Malignancy Diagnostic Service. Cytometry B Clin Cytom. 2016;90(1):54–60. - PubMed

Publication types