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Immune Microenvironment Characterized in Multiple Myeloma Progression

By LabMedica International staff writers
Posted on 01 Dec 2022

Multiple myeloma (MM) is a malignant disease of plasma cells (PCs) that reside within the bone marrow (BM). Early alterations within the bone marrow microenvironment that contribute to the progression of MM from its precursor stages could be the key to identifying novel therapeutic approaches.

The disease transitions from the precursor stages, monoclonal gammopathy of undetermined significance (MGUS) and smoldering MM (SMM), to clinically aggressive disease. Although the outcomes have improved, the disease remains largely incurable once progression has occurred.


Image: The 10X Genomics Chromium Single Cell Gene Expression Solution (Photo courtesy of Technion Israel Institute of Technology)
Image: The 10X Genomics Chromium Single Cell Gene Expression Solution (Photo courtesy of Technion Israel Institute of Technology)

Clinical Scientists at the University of Arkansas for Medical Sciences (Little Rock, AR, USA) and their international colleagues collected primary BM and peripheral blood (PB) samples were from nine patients with MGUS, seven with SMM, and 10 with newly diagnosed MM (NDMM). CD138-depleted BM samples were viably frozen in dimethyl sulfoxide at a final concentration of 10% and processed for single-cell RNA sequencing (scRNA-seq) and T-cell receptor (TCR) sequencing.

The team used single-cell RNA sequencing of bone marrow cells with the 10× Genomics Single Cell 5′ version kit (Pleasanton, CA, USA) that was performed on the PC-depleted mononuclear fraction of BM aspirates from patients. Single-cell capture (target, 3,000 cells), reverse transcription, library preparation (expression and TCR), and paired-end sequencing were performed. All BM samples were further investigated by eight color flow cytometry using CD138, CD38, CD45, CD19, CD56, CD20, CD27, and CD81 to distinguish B-, T-, NK-, and immature B-cell subsets as well as monocytes. Preprocessing of the 10× scRNA-seq and TCR data was performed with CellRanger.

The scientists identified changes in immune cell populations as the disease progressed, which were characterized by a substantial decrease in memory and naïve CD4 T cells, and an increase in CD8+ effector T cells and T-regulatory cells. These alterations were further accompanied by an enrichment of nonclonal memory B cells and an increase in CD14 and CD16 monocytes in MM compared with its precursor stages. T cells were by far the largest subpopulation with 27,621 of the total 62,044 cells (44.5%) and were clustered into 10 distinct T-cell subpopulations. T cells were divided into two main clusters, consisting of CD4 and CD8 T cells. B cells were divided into naïve B cells and Memory B cells.

The investigators reported that memory B cells showed a striking expansion from MGUS to NDMM in both data sets and the meta-analysis. Alterations were further accompanied by an enrichment of nonclonal memory B cells and an increase in CD14 and CD16 monocytes in MM compared with its precursor stages.

The authors concluded that their results provide crucial information on the immune changes associated with the progression to clinical MM and can help to develop immune-based strategies for patient stratification and early therapeutic intervention. The study was published on November 22, 2022 in the journal Blood Advances.

Related Links:
University of Arkansas for Medical Sciences 
10× Genomics


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