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Cell-free DNA captures tumor heterogeneity and driver alterations in rapid autopsies with pre-treated metastatic cancer

Author

Listed:
  • Bernard Pereira

    (Novartis Institutes for Biomedical Research)

  • Christopher T. Chen

    (Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School)

  • Lipika Goyal

    (Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School)

  • Charlotte Walmsley

    (Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School)

  • Christopher J. Pinto

    (Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School)

  • Islam Baiev

    (Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School)

  • Read Allen

    (Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School)

  • Laura Henderson

    (Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School)

  • Supriya Saha

    (Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School)

  • Stephanie Reyes

    (Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School)

  • Martin S. Taylor

    (Department of Pathology, Massachusetts General Hospital)

  • Donna M. Fitzgerald

    (Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School)

  • Maida Williams Broudo

    (Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School)

  • Avinash Sahu

    (Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School)

  • Xin Gao

    (Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School)

  • Wendy Winckler

    (Novartis Institutes for Biomedical Research)

  • A. Rose Brannon

    (Novartis Institutes for Biomedical Research)

  • Jeffrey A. Engelman

    (Novartis Institutes for Biomedical Research)

  • Rebecca Leary

    (Novartis Institutes for Biomedical Research)

  • James R. Stone

    (Department of Pathology, Massachusetts General Hospital)

  • Catarina D. Campbell

    (Novartis Institutes for Biomedical Research)

  • Dejan Juric

    (Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School)

Abstract

In patients with metastatic cancer, spatial heterogeneity of somatic alterations may lead to incomplete assessment of a cancer’s mutational profile when analyzing a single tumor biopsy. In this study, we perform sequencing of cell-free DNA (cfDNA) and distinct metastatic tissue samples from ten rapid autopsy cases with pre-treated metastatic cancer. We show that levels of heterogeneity in genetic biomarkers vary between patients but that gene expression signatures representative of the tumor microenvironment are more consistent. Across nine patients with plasma samples available, we are able to detect 62/62 truncal and 47/121 non-truncal point mutations in cfDNA. We observe that mutation clonality in cfDNA is correlated with the number of metastatic lesions in which the mutation is detected and use this result to derive a clonality threshold to classify truncal and non-truncal driver alterations with reasonable specificity. In contrast, mutation truncality is more often incorrectly assigned when studying single tissue samples. Our results demonstrate the utility of a single cfDNA sample relative to that of single tissue samples when treating patients with metastatic cancer.

Suggested Citation

  • Bernard Pereira & Christopher T. Chen & Lipika Goyal & Charlotte Walmsley & Christopher J. Pinto & Islam Baiev & Read Allen & Laura Henderson & Supriya Saha & Stephanie Reyes & Martin S. Taylor & Donn, 2021. "Cell-free DNA captures tumor heterogeneity and driver alterations in rapid autopsies with pre-treated metastatic cancer," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
  • Handle: RePEc:nat:natcom:v:12:y:2021:i:1:d:10.1038_s41467-021-23394-4
    DOI: 10.1038/s41467-021-23394-4
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