IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v14y2023i1d10.1038_s41467-023-40584-4.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-023-40584-4
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-023-40584-4?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Leo Rasche & Carolina Schinke & Francesco Maura & Michael A. Bauer & Cody Ashby & Shayu Deshpande & Alexandra M. Poos & Maurizio Zangari & Sharmilan Thanendrarajan & Faith E. Davies & Brian A. Walker , 2022. "The spatio-temporal evolution of multiple myeloma from baseline to relapse-refractory states," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    2. Yanis Tazi & Juan E. Arango-Ossa & Yangyu Zhou & Elsa Bernard & Ian Thomas & Amanda Gilkes & Sylvie Freeman & Yoann Pradat & Sean J. Johnson & Robert Hills & Richard Dillon & Max F. Levine & Daniel Le, 2022. "Unified classification and risk-stratification in Acute Myeloid Leukemia," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    3. Jiawei Zhou & Amber Cipriani & Yutong Liu & Gang Fang & Quefeng Li & Yanguang Cao, 2023. "Mapping lesion-specific response and progression dynamics and inter-organ variability in metastatic colorectal cancer," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    4. Luan Nguyen & Arne Hoeck & Edwin Cuppen, 2022. "Machine learning-based tissue of origin classification for cancer of unknown primary diagnostics using genome-wide mutation features," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    5. Zhe Jiang & YoungJun Ju & Amjad Ali & Philip E. D. Chung & Patryk Skowron & Dong-Yu Wang & Mariusz Shrestha & Huiqin Li & Jeff C. Liu & Ioulia Vorobieva & Ronak Ghanbari-Azarnier & Ethel Mwewa & Maria, 2023. "Distinct shared and compartment-enriched oncogenic networks drive primary versus metastatic breast cancer," Nature Communications, Nature, vol. 14(1), pages 1-22, December.
    6. S. Mouron & M. J. Bueno & A. Lluch & L. Manso & I. Calvo & J. Cortes & J. A. Garcia-Saenz & M. Gil-Gil & N. Martinez-Janez & J. V. Apala & E. Caleiras & Pilar Ximénez-Embún & J. Muñoz & L. Gonzalez-Co, 2022. "Phosphoproteomic analysis of neoadjuvant breast cancer suggests that increased sensitivity to paclitaxel is driven by CDK4 and filamin A," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    7. David G. Coffey & Francesco Maura & Edgar Gonzalez-Kozlova & J. Javier Diaz-Mejia & Ping Luo & Yong Zhang & Yuexin Xu & Edus H. Warren & Travis Dawson & Brian Lee & Hui Xie & Eric Smith & Amanda Ciard, 2023. "Immunophenotypic correlates of sustained MRD negativity in patients with multiple myeloma," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    8. Karama Asleh & Gian Luca Negri & Sandra E. Spencer Miko & Shane Colborne & Christopher S. Hughes & Xiu Q. Wang & Dongxia Gao & C. Blake Gilks & Stephen K. L. Chia & Torsten O. Nielsen & Gregg B. Morin, 2022. "Proteomic analysis of archival breast cancer clinical specimens identifies biological subtypes with distinct survival outcomes," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    9. Travis S. Johnson & Parvathi Sudha & Enze Liu & Nathan Becker & Sylvia Robertson & Patrick Blaney & Gareth Morgan & Vivek S. Chopra & Cedric Santos & Michael Nixon & Kun Huang & Attaya Suvannasankha &, 2024. "1q amplification and PHF19 expressing high-risk cells are associated with relapsed/refractory multiple myeloma," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    10. 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.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-40584-4. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.