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Spatiotemporal assessment of immunogenomic heterogeneity in multiple myeloma

  • Maximilian Merz
  • , Qiang Hu
  • , Almuth Maria Anni Merz
  • , Jie Wang
  • , Nicholas Hutson
  • , Cherie Rondeau
  • , Kimberly Celotto
  • , Ahmed Belal
  • , Ronald Alberico
  • , Anne Marie W. Block
  • , Hemn Mohammadpour
  • , Paul K. Wallace
  • , Joseph Tario
  • , Jesse Luce
  • , Sean T. Glenn
  • , Prashant Singh
  • , Mehmet Samur
  • , Nikhil Munshi
  • , Song Liu
  • , Philip L. McCarthy
  • Lei Wei, Jens Hillengass
  • Roswell Park Cancer Institute
  • Leipzig University
  • Department of Biostatistics and Bioinformatics
  • Department of Diagnostic Radiology
  • Department of Pathology and Laboratory Medicine
  • Department of Immunology
  • Flow and Image Cytometry Shared Resource
  • Genomics Shared Resources
  • Dana-Farber Cancer Institute
  • Harvard University
  • Department of Veterans Affairs
  • Transplant and Cellular Therapy Program

Research output: Contribution to journalArticlepeer-review

10 Scopus citations

Abstract

Spatial heterogeneity is a common phenomenon in metastatic solid tumors and an evolving concept in multiple myeloma (MM). The interplay between malignant plasma cells (PCs) and the microenvironment has not yet been analyzed in MM. For this purpose, we performed bone marrow aspirates and imaging-guided biopsies of corresponding lesions in newly diagnosed MM (NDMM) and relapsed/refractory MM (RRMM) patients. PCs were isolated and subjected to whole-exome sequencing (WES). Non-PCs were studied with next-generation flow (NGF) and T-cell receptor sequencing (TCRseq) to analyze the connection between malignant and nonmalignant cells in the bone marrow and in lesions. Although we observed a strong overlap from WES, NGF, and TCRseq in patients with intramedullary disease, WES revealed significant spatial heterogeneity in patients with extramedullary disease. NGF showed significant immunosuppression in RRMM compared with NDMM as indicated by fewer myeloid dendritic cells, unswitched memory B cells, Th9 cells, and CD8 effector memory T cells but more natural killer and regulatory T cells. Additionally, fewer T-cell receptor (TCR) sequences were detected in RRMM compared with NDMM and healthy individuals. After induction therapy, TCR repertoire richness increased to levels of healthy individuals, and NGF showed more regulatory T cells and myeloid-derived suppressor cells, regardless of depth of response. Clinical significance of imaging-guided biopsies of lesions was demonstrated by detection of monoclonal PCs in patients without measurable residual disease (MRD) in aspirates from the iliac crest as well as identification of secondary primary malignancies in MRD patients. Furthermore, site-specific clones with different drug susceptibilities and genetically defined high-risk features were detected by our workflow.

Original languageEnglish
Pages (from-to)718-733
Number of pages16
JournalBlood Advances
Volume7
Issue number5
DOIs
StatePublished - Mar 14 2023

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