Subclone-specific microenvironmental impact and drug response in refractory multiple myeloma revealed by single‐cell transcriptomics

Stephan M. Tirier(German Cancer Research Center), Jan‐Philipp Mallm(German Cancer Research Center), Simon Steiger(German Cancer Research Center), Alexandra M. Poos(German Cancer Research Center), Mohamed H.S. Awwad(Heidelberg University), Nicola Giesen(German Cancer Research Center), Nicola Casiraghi(German Cancer Research Center), Hana Sušak(German Cancer Research Center), Katharina Bauer(German Cancer Research Center), Anja Baumann(German Cancer Research Center), Lukas John(German Cancer Research Center), Anja Seckinger(Heidelberg University), Dirk Hose(Heidelberg University), Carsten Müller‐Tidow(Heidelberg University), Hartmut Goldschmidt(Heidelberg University), Oliver Stegle(German Cancer Research Center), Michael Hundemer(Heidelberg University), Niels Weinhold(German Cancer Research Center), Marc S. Raab(German Cancer Research Center), Karsten Rippe(German Cancer Research Center)
Nature Communications
November 29, 2021
Cited by 133Open Access
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Abstract

Abstract Virtually all patients with multiple myeloma become unresponsive to treatment over time. Relapsed/refractory multiple myeloma (RRMM) is accompanied by the clonal evolution of myeloma cells with heterogeneous genomic aberrations and profound changes of the bone marrow microenvironment (BME). However, the molecular mechanisms that drive drug resistance remain elusive. Here, we analyze the heterogeneous tumor cell population and its complex interaction network with the BME of 20 RRMM patients by single cell RNA-sequencing before/after treatment. Subclones with chromosome 1q-gain express a specific transcriptomic signature and frequently expand during treatment. Furthermore, RRMM cells shape an immune suppressive BME by upregulation of inflammatory cytokines and close interaction with the myeloid compartment. It is characterized by the accumulation of PD1 + γδ T-cells and tumor-associated macrophages as well as the depletion of hematopoietic progenitors. Thus, our study resolves transcriptional features of subclones in RRMM and mechanisms of microenvironmental reprogramming with implications for clinical decision-making.


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