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Reprogramming of myeloid cells and their progenitors in patients with non-medullary thyroid carcinoma

Author

Listed:
  • Katrin Rabold

    (Radboud University Medical Center
    Radboud University Medical Center
    Radboud University Medical Center)

  • Martijn Zoodsma

    (Centre for Individualised Infection Medicine (CiiM), a joint venture between the Helmholtz Centre for Infection Research (HZI) and the Hannover Medical School (MHH)
    a joint venture between the Helmholtz Centre for Infection Research (HZI) and the Hannover Medical School (MHH))

  • Inge Grondman

    (Radboud University Medical Center)

  • Yunus Kuijpers

    (Centre for Individualised Infection Medicine (CiiM), a joint venture between the Helmholtz Centre for Infection Research (HZI) and the Hannover Medical School (MHH)
    a joint venture between the Helmholtz Centre for Infection Research (HZI) and the Hannover Medical School (MHH))

  • Manita Bremmers

    (Radboud University Medical Center)

  • Martin Jaeger

    (Radboud University Medical Center
    Radboud University Medical Center)

  • Bowen Zhang

    (Centre for Individualised Infection Medicine (CiiM), a joint venture between the Helmholtz Centre for Infection Research (HZI) and the Hannover Medical School (MHH)
    a joint venture between the Helmholtz Centre for Infection Research (HZI) and the Hannover Medical School (MHH))

  • Willemijn Hobo

    (Radboud University Medical Center)

  • Han J. Bonenkamp

    (Radboud University Nijmegen Medical Centre)

  • Johannes H. W. Wilt

    (Radboud University Nijmegen Medical Centre)

  • Marcel J. R. Janssen

    (Radboud University Nijmegen Medical Centre)

  • Lenneke A. M. Cornelissen

    (Radboud University Medical Center)

  • Ilse C. H. Engen-van Grunsven

    (Radboud University Nijmegen Medical Centre)

  • Willem J. M. Mulder

    (Icahn School of Medicine at Mount Sinai
    Amsterdam University Medical Centers
    Eindhoven University of Technology)

  • Jan W. A. Smit

    (Radboud University Medical Center)

  • Gosse J. Adema

    (Radboud University Medical Center)

  • Mihai G. Netea

    (Radboud University Medical Center
    Radboud University Medical Center
    University of Bonn)

  • Yang Li

    (Radboud University Medical Center
    Radboud University Medical Center
    Centre for Individualised Infection Medicine (CiiM), a joint venture between the Helmholtz Centre for Infection Research (HZI) and the Hannover Medical School (MHH)
    a joint venture between the Helmholtz Centre for Infection Research (HZI) and the Hannover Medical School (MHH))

  • Cheng-Jian Xu

    (Radboud University Medical Center
    Radboud University Medical Center
    Centre for Individualised Infection Medicine (CiiM), a joint venture between the Helmholtz Centre for Infection Research (HZI) and the Hannover Medical School (MHH)
    a joint venture between the Helmholtz Centre for Infection Research (HZI) and the Hannover Medical School (MHH))

  • Romana T. Netea-Maier

    (Radboud University Medical Center)

Abstract

Myeloid cells, crucial players in antitumoral defense, are affected by tumor-derived factors and treatment. The role of myeloid cells and their progenitors prior to tumor infiltration is poorly understood. Here we show single-cell transcriptomics and functional analyses of the myeloid cell lineage in patients with non-medullary thyroid carcinoma (TC) and multinodular goiter, before and after treatment with radioactive iodine compared to healthy controls. Integrative data analysis indicates that monocytes of TC patients have transcriptional upregulation of antigen presentation, reduced cytokine production capacity, and overproduction of reactive oxygen species. Interestingly, these cancer-related pathological changes are partially removed upon treatment. In bone marrow, TC patients tend to shift from myelopoiesis towards lymphopoiesis, reflected in transcriptional differences. Taken together, distinct transcriptional and functional changes in myeloid cells arise before their infiltration of the tumor and are already initiated in bone marrow, which suggests an active role in forming the tumor immune microenvironment.

Suggested Citation

  • Katrin Rabold & Martijn Zoodsma & Inge Grondman & Yunus Kuijpers & Manita Bremmers & Martin Jaeger & Bowen Zhang & Willemijn Hobo & Han J. Bonenkamp & Johannes H. W. Wilt & Marcel J. R. Janssen & Lenn, 2022. "Reprogramming of myeloid cells and their progenitors in patients with non-medullary thyroid carcinoma," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-33907-4
    DOI: 10.1038/s41467-022-33907-4
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    References listed on IDEAS

    as
    1. Feixiong Cheng & István A. Kovács & Albert-László Barabási, 2019. "Network-based prediction of drug combinations," Nature Communications, Nature, vol. 10(1), pages 1-11, December.
    2. Feixiong Cheng & István A. Kovács & Albert-László Barabási, 2019. "Publisher Correction: Network-based prediction of drug combinations," Nature Communications, Nature, vol. 10(1), pages 1-1, December.
    3. Junyue Cao & Malte Spielmann & Xiaojie Qiu & Xingfan Huang & Daniel M. Ibrahim & Andrew J. Hill & Fan Zhang & Stefan Mundlos & Lena Christiansen & Frank J. Steemers & Cole Trapnell & Jay Shendure, 2019. "The single-cell transcriptional landscape of mammalian organogenesis," Nature, Nature, vol. 566(7745), pages 496-502, February.
    4. Olivier Demaria & Stéphanie Cornen & Marc Daëron & Yannis Morel & Ruslan Medzhitov & Eric Vivier, 2019. "Publisher Correction: Harnessing innate immunity in cancer therapy," Nature, Nature, vol. 576(7785), pages 3-3, December.
    5. Olivier Demaria & Stéphanie Cornen & Marc Daëron & Yannis Morel & Ruslan Medzhitov & Eric Vivier, 2019. "Harnessing innate immunity in cancer therapy," Nature, Nature, vol. 574(7776), pages 45-56, October.
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