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Resolving the spatial architecture of myeloma and its microenvironment at the single-cell level

Author

Listed:
  • Lukas John

    (Heidelberg University Hospital
    German Cancer Research Center (DKFZ))

  • Alexandra M. Poos

    (Heidelberg University Hospital
    German Cancer Research Center (DKFZ))

  • Alexander Brobeil

    (Heidelberg University Hospital)

  • Carolina Schinke

    (University of Arkansas for Medical Sciences)

  • Stefanie Huhn

    (Heidelberg University Hospital)

  • Nina Prokoph

    (Heidelberg University Hospital
    German Cancer Research Center (DKFZ))

  • Raphael Lutz

    (Heidelberg University Hospital
    Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH)
    German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance)

  • Barbara Wagner

    (Heidelberg University Hospital)

  • Maurizio Zangari

    (University of Arkansas for Medical Sciences)

  • Stephan M. Tirier

    (German Cancer Research Center (DKFZ) and BioQuant)

  • Jan-Philipp Mallm

    (German Cancer Research Center (DKFZ) and BioQuant)

  • Sabrina Schumacher

    (German Cancer Research Center (DKFZ) and BioQuant)

  • Dominik Vonficht

    (Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH)
    German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance)

  • Llorenç Solé-Boldo

    (Institute of Health (BIH) at Charité—Universitätsmedizin Berlin
    Max Delbrück Center for Molecular Medicine in the Helmholtz Association
    Charité University Medicine)

  • Sabine Quick

    (Heidelberg University Hospital)

  • Simon Steiger

    (German Cancer Research Center (DKFZ) and BioQuant)

  • Moritz J. Przybilla

    (German Cancer Research Center (DKFZ)
    Wellcome Trust Genome Campus)

  • Katharina Bauer

    (German Cancer Research Center (DKFZ) and BioQuant)

  • Anja Baumann

    (Heidelberg University Hospital
    German Cancer Research Center (DKFZ))

  • Stefan Hemmer

    (Heidelberg University Hospital)

  • Christoph Rehnitz

    (Heidelberg University Hospital)

  • Christian Lückerath

    (Heidelberg University Hospital)

  • Christos Sachpekidis

    (University Hospital Heidelberg
    German Cancer Research Center (DKFZ))

  • Gunhild Mechtersheimer

    (Heidelberg University Hospital)

  • Uwe Haberkorn

    (University Hospital Heidelberg)

  • Antonia Dimitrakopoulou-Strauss

    (University Hospital Heidelberg
    German Cancer Research Center (DKFZ))

  • Philipp Reichert

    (Heidelberg University Hospital)

  • Bart Barlogie

    (University of Arkansas for Medical Sciences)

  • Carsten Müller-Tidow

    (Heidelberg University Hospital
    National Center for Tumor Diseases (NCT))

  • Hartmut Goldschmidt

    (Heidelberg University Hospital
    National Center for Tumor Diseases (NCT))

  • Jens Hillengass

    (Roswell Park Comprehensive Cancer Center)

  • Leo Rasche

    (University of Arkansas for Medical Sciences
    University Hospital of Würzburg
    University Hospital of Würzburg)

  • Simon F. Haas

    (Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH)
    Institute of Health (BIH) at Charité—Universitätsmedizin Berlin
    Max Delbrück Center for Molecular Medicine in the Helmholtz Association
    Charité University Medicine)

  • Frits Rhee

    (University of Arkansas for Medical Sciences)

  • Karsten Rippe

    (German Cancer Research Center (DKFZ) and BioQuant)

  • Marc S. Raab

    (Heidelberg University Hospital
    German Cancer Research Center (DKFZ))

  • Sandra Sauer

    (Heidelberg University Hospital)

  • Niels Weinhold

    (Heidelberg University Hospital
    German Cancer Research Center (DKFZ)
    University of Arkansas for Medical Sciences)

Abstract

In multiple myeloma spatial differences in the subclonal architecture, molecular signatures and composition of the microenvironment remain poorly characterized. To address this shortcoming, we perform multi-region sequencing on paired random bone marrow and focal lesion samples from 17 newly diagnosed patients. Using single-cell RNA- and ATAC-seq we find a median of 6 tumor subclones per patient and unique subclones in focal lesions. Genetically identical subclones display different levels of spatial transcriptional plasticity, including nearly identical profiles and pronounced heterogeneity at different sites, which can include differential expression of immunotherapy targets, such as CD20 and CD38. Macrophages are significantly depleted in the microenvironment of focal lesions. We observe proportional changes in the T-cell repertoire but no site-specific expansion of T-cell clones in intramedullary lesions. In conclusion, our results demonstrate the relevance of considering spatial heterogeneity in multiple myeloma with potential implications for models of cell-cell interactions and disease progression.

Suggested Citation

  • Lukas John & Alexandra M. Poos & Alexander Brobeil & Carolina Schinke & Stefanie Huhn & Nina Prokoph & Raphael Lutz & Barbara Wagner & Maurizio Zangari & Stephan M. Tirier & Jan-Philipp Mallm & Sabrin, 2023. "Resolving the spatial architecture of myeloma and its microenvironment at the single-cell level," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-40584-4
    DOI: 10.1038/s41467-023-40584-4
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    as
    1. Philip J. Stephens & Patrick S. Tarpey & Helen Davies & Peter Van Loo & Chris Greenman & David C. Wedge & Serena Nik-Zainal & Sancha Martin & Ignacio Varela & Graham R. Bignell & Lucy R. Yates & Elli , 2012. "The landscape of cancer genes and mutational processes in breast cancer," Nature, Nature, vol. 486(7403), pages 400-404, June.
    2. Stephan M. Tirier & Jan-Philipp Mallm & Simon Steiger & Alexandra M. Poos & Mohamed H. S. Awwad & Nicola Giesen & Nicola Casiraghi & Hana Susak & Katharina Bauer & Anja Baumann & Lukas John & Anja Sec, 2021. "Subclone-specific microenvironmental impact and drug response in refractory multiple myeloma revealed by single‐cell transcriptomics," Nature Communications, Nature, vol. 12(1), pages 1-16, December.
    3. Maximilian Merz & Almuth Maria Anni Merz & Jie Wang & Lei Wei & Qiang Hu & Nicholas Hutson & Cherie Rondeau & Kimberly Celotto & Ahmed Belal & Ronald Alberico & AnneMarie W. Block & Hemn Mohammadpour , 2022. "Deciphering spatial genomic heterogeneity at a single cell resolution in multiple myeloma," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    4. L. Rasche & S. S. Chavan & O. W. Stephens & P. H. Patel & R. Tytarenko & C. Ashby & M. Bauer & C. Stein & S. Deshpande & C. Wardell & T. Buzder & G. Molnar & M. Zangari & F. Rhee & S. Thanendrarajan &, 2017. "Spatial genomic heterogeneity in multiple myeloma revealed by multi-region sequencing," Nature Communications, Nature, vol. 8(1), pages 1-11, December.
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