Liquid biopsy-based monitoring of residual disease in multiple myeloma by analysis of the rearranged immunoglobulin genes-A feasibility study

PLoS One. 2023 May 26;18(5):e0285696. doi: 10.1371/journal.pone.0285696. eCollection 2023.

Abstract

The need for sensitive monitoring of minimal/measurable residual disease (MRD) in multiple myeloma emerged as novel therapies led to deeper responses. Moreover, the potential benefits of blood-based analyses, the so-called liquid biopsy is prompting more and more studies to assess its feasibility. Considering these recent demands, we aimed to optimize a highly sensitive molecular system based on the rearranged immunoglobulin (Ig) genes to monitor MRD from peripheral blood. We analyzed a small group of myeloma patients with the high-risk t(4;14) translocation, using next-generation sequencing of Ig genes and droplet digital PCR of patient-specific Ig heavy chain (IgH) sequences. Moreover, well established monitoring methods such as multiparametric flow cytometry and RT-qPCR of the fusion transcript IgH::MMSET (IgH and multiple myeloma SET domain-containing protein) were utilized to evaluate the feasibility of these novel molecular tools. Serum measurements of M-protein and free light chains together with the clinical assessment by the treating physician served as routine clinical data. We found significant correlation between our molecular data and clinical parameters, using Spearman correlations. While the comparisons of the Ig-based methods and the other monitoring methods (flow cytometry, qPCR) were not statistically evaluable, we found common trends in their target detection. Regarding longitudinal disease monitoring, the applied methods yielded complementary information thus increasing the reliability of MRD evaluation. We also detected indications of early relapse before clinical signs, although this implication needs further verification in a larger patient cohort.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Feasibility Studies
  • Genes, Immunoglobulin*
  • Humans
  • Immunoglobulin Heavy Chains / genetics
  • Multiple Myeloma* / diagnosis
  • Multiple Myeloma* / genetics
  • Neoplasm, Residual / diagnosis
  • Neoplasm, Residual / genetics
  • Neoplasm, Residual / pathology
  • Reproducibility of Results
  • Translocation, Genetic

Substances

  • Immunoglobulin Heavy Chains

Grants and funding

This research was funded by the following projects from the National Research, Development and Innovation Office, Hungary (Nemzeti Kutatási, Fejlesztési és Innovációs Hivatal): ELTE Biotechnology FIEK (FIEK_16-1-2016-0005) (AM, MO, BS, IK), ELTE Institutional Excellence Program (NKFIH-1157-8/2019-DT) (AM, MO, BS, IK) and Project NVKP_16-1-2016-0005 (ZM, GN, AB, FU, GM, IVN). The Horizon H2020 programme SGA No. 739593 (Establishing the Hungarian Center of Excellence for Molecular Medicine in partnership with EMBL (HCEMM)) was funded by the European Commission (AN, CB). These funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. Additional support was provided by the Joseph Cours Scholarship from ELTE Eötvös Loránd University, Budapest, Hungary (Eötvös Loránd Tudományegyetem) (AM). This funder provided support in the form of salary for author AM but did not have any additional role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript. The specific roles of this author are articulated in the ‘author contributions’ section.