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Decoding molecular programs in melanoma brain metastases

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Listed:
  • Josefine Radke

    (University Medicine Greifswald
    Berlin Institute of Health (BIH)
    German Cancer Consortium (DKTK), Partner Site Berlin, CCCC (Campus Mitte)
    Charité-Universitätsmedizin Berlin, corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin)

  • Elisa Schumann

    (German Cancer Consortium (DKTK), Partner Site Berlin, CCCC (Campus Mitte)
    Charité-Universitätsmedizin Berlin, corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin)

  • Julia Onken

    (German Cancer Consortium (DKTK), Partner Site Berlin, CCCC (Campus Mitte)
    Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health)

  • Randi Koll

    (German Cancer Consortium (DKTK), Partner Site Berlin, CCCC (Campus Mitte)
    Charité-Universitätsmedizin Berlin, corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin)

  • Güliz Acker

    (Berlin Institute of Health (BIH)
    Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health)

  • Bohdan Bodnar

    (Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health)

  • Carolin Senger

    (Charité Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health)

  • Sascha Tierling

    (Faculty NT, Saarland University)

  • Markus Möbs

    (Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health)

  • Peter Vajkoczy

    (Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health)

  • Anna Vidal

    (University of Veterinary Medicine Vienna)

  • Sandra Högler

    (University of Veterinary Medicine Vienna)

  • Petra Kodajova

    (University of Veterinary Medicine Vienna)

  • Dana Westphal

    (University Hospital Carl Gustav Carus at TU Dresden
    National Center for Tumor Diseases (NCT)
    Helmholtz-Zentrum Dresden-Rossendorf (HZDR)
    Faculty of Medicine)

  • Friedegund Meier

    (University Hospital Carl Gustav Carus at TU Dresden
    National Center for Tumor Diseases (NCT)
    Helmholtz-Zentrum Dresden-Rossendorf (HZDR)
    Faculty of Medicine)

  • Frank Heppner

    (Berlin Institute of Health (BIH)
    German Cancer Consortium (DKTK), Partner Site Berlin, CCCC (Campus Mitte)
    Charité-Universitätsmedizin Berlin, corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin)

  • Susanne Kreuzer-Redmer

    (University of Veterinary Medicine Vienna)

  • Florian Grebien

    (University of Veterinary Medicine Vienna)

  • Karsten Jürchott

    (Berlin Institute of Health at Charité – Universitätsmedizin Berlin, Center for Regenerative Therapies (BCRT))

  • Torben Redmer

    (University of Veterinary Medicine Vienna
    University of Veterinary Medicine Vienna)

Abstract

Melanoma brain metastases (MBM) variably respond to therapeutic interventions; thus determining patient’s prognosis. However, the mechanisms that govern therapy response are poorly understood. Here, we use a multi-OMICS approach and targeted sequencing (TargetSeq) to unravel the programs that potentially control the development of progressive intracranial disease. Molecularly, the expression of E-cadherin (Ecad) or NGFR, the BRAF mutation state and level of immune cell infiltration subdivides tumors into proliferative/pigmented and invasive/stem-like/therapy-resistant irrespective of the intracranial location. The analysis of MAPK inhibitor-naive and refractory MBM reveals switching from Ecad-associated into NGFR-associated programs during progression. NGFR-associated programs control cell migration and proliferation via downstream transcription factors such as SOX4. Moreover, global methylome profiling uncovers 46 differentially methylated regions that discriminate BRAFmut and wildtype MBM. In summary, we propose that the expression of Ecad and NGFR sub- classifies MBM and suggest that the Ecad-to-NGFR phenotype switch is a rate-limiting process which potentially indicates drug-response and intracranial progression states in melanoma patients.

Suggested Citation

  • Josefine Radke & Elisa Schumann & Julia Onken & Randi Koll & Güliz Acker & Bohdan Bodnar & Carolin Senger & Sascha Tierling & Markus Möbs & Peter Vajkoczy & Anna Vidal & Sandra Högler & Petra Kodajova, 2022. "Decoding molecular programs in melanoma brain metastases," Nature Communications, Nature, vol. 13(1), pages 1-24, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-34899-x
    DOI: 10.1038/s41467-022-34899-x
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    as
    1. Julia Boshuizen & David W. Vredevoogd & Oscar Krijgsman & Maarten A. Ligtenberg & Stephanie Blankenstein & Beaunelle Bruijn & Dennie T. Frederick & Juliana C. N. Kenski & Mara Parren & Marieke Brüggem, 2020. "Reversal of pre-existing NGFR-driven tumor and immune therapy resistance," Nature Communications, Nature, vol. 11(1), pages 1-13, December.
    2. Corbin E. Meacham & Sean J. Morrison, 2013. "Tumour heterogeneity and cancer cell plasticity," Nature, Nature, vol. 501(7467), pages 328-337, September.
    3. Afnan Abu-Thuraia & Marie-Anne Goyette & Jonathan Boulais & Carine Delliaux & Chloé Apcher & Céline Schott & Rony Chidiac & Halil Bagci & Marie-Pier Thibault & Dominique Davidson & Mathieu Ferron & An, 2020. "AXL confers cell migration and invasion by hijacking a PEAK1-regulated focal adhesion protein network," Nature Communications, Nature, vol. 11(1), pages 1-20, December.
    4. Anna C. Obenauf & Yilong Zou & Andrew L. Ji & Sakari Vanharanta & Weiping Shu & Hubing Shi & Xiangju Kong & Marcus C. Bosenberg & Thomas Wiesner & Neal Rosen & Roger S. Lo & Joan Massagué, 2015. "Therapy-induced tumour secretomes promote resistance and tumour progression," Nature, Nature, vol. 520(7547), pages 368-372, April.
    5. Helen Davies & Graham R. Bignell & Charles Cox & Philip Stephens & Sarah Edkins & Sheila Clegg & Jon Teague & Hayley Woffendin & Mathew J. Garnett & William Bottomley & Neil Davis & Ed Dicks & Rebecca, 2002. "Mutations of the BRAF gene in human cancer," Nature, Nature, vol. 417(6892), pages 949-954, June.
    6. David Capper & David T. W. Jones & Martin Sill & Volker Hovestadt & Daniel Schrimpf & Dominik Sturm & Christian Koelsche & Felix Sahm & Lukas Chavez & David E. Reuss & Annekathrin Kratz & Annika K. We, 2018. "DNA methylation-based classification of central nervous system tumours," Nature, Nature, vol. 555(7697), pages 469-474, March.
    7. Veena Padmanaban & Ilona Krol & Yasir Suhail & Barbara M. Szczerba & Nicola Aceto & Joel S. Bader & Andrew J. Ewald, 2019. "E-cadherin is required for metastasis in multiple models of breast cancer," Nature, Nature, vol. 573(7774), pages 439-444, September.
    8. Alexander D. Boiko & Olga V. Razorenova & Matt van de Rijn & Susan M. Swetter & Denise L. Johnson & Daphne P. Ly & Paris D. Butler & George P. Yang & Benzion Joshua & Michael J. Kaplan & Michael T. Lo, 2010. "Human melanoma-initiating cells express neural crest nerve growth factor receptor CD271," Nature, Nature, vol. 466(7302), pages 133-137, July.
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