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

Publication ,  Journal Article
Pereira, B; Chen, CT; Goyal, L; Walmsley, C; Pinto, CJ; Baiev, I; Allen, R; Henderson, L; Saha, S; Reyes, S; Taylor, MS; Fitzgerald, DM ...
Published in: Nat Commun
May 27, 2021

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.

Duke Scholars

Published In

Nat Commun

DOI

EISSN

2041-1723

Publication Date

May 27, 2021

Volume

12

Issue

1

Start / End Page

3199

Location

England

Related Subject Headings

  • Tumor Microenvironment
  • Time Factors
  • Spatial Analysis
  • Sensitivity and Specificity
  • Reference Values
  • RNA-Seq
  • Point Mutation
  • Neoplasms
  • Neoadjuvant Therapy
  • Male
 

Citation

APA
Chicago
ICMJE
MLA
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Pereira, B., Chen, C. T., Goyal, L., Walmsley, C., Pinto, C. J., Baiev, I., … Juric, D. (2021). Cell-free DNA captures tumor heterogeneity and driver alterations in rapid autopsies with pre-treated metastatic cancer. Nat Commun, 12(1), 3199. https://doi.org/10.1038/s41467-021-23394-4
Pereira, Bernard, Christopher T. Chen, Lipika Goyal, Charlotte Walmsley, Christopher J. Pinto, Islam Baiev, Read Allen, et al. “Cell-free DNA captures tumor heterogeneity and driver alterations in rapid autopsies with pre-treated metastatic cancer.Nat Commun 12, no. 1 (May 27, 2021): 3199. https://doi.org/10.1038/s41467-021-23394-4.
Pereira B, Chen CT, Goyal L, Walmsley C, Pinto CJ, Baiev I, et al. Cell-free DNA captures tumor heterogeneity and driver alterations in rapid autopsies with pre-treated metastatic cancer. Nat Commun. 2021 May 27;12(1):3199.
Pereira, Bernard, et al. “Cell-free DNA captures tumor heterogeneity and driver alterations in rapid autopsies with pre-treated metastatic cancer.Nat Commun, vol. 12, no. 1, May 2021, p. 3199. Pubmed, doi:10.1038/s41467-021-23394-4.
Pereira B, Chen CT, Goyal L, Walmsley C, Pinto CJ, Baiev I, Allen R, Henderson L, Saha S, Reyes S, Taylor MS, Fitzgerald DM, Broudo MW, Sahu A, Gao X, Winckler W, Brannon AR, Engelman JA, Leary R, Stone JR, Campbell CD, Juric D. Cell-free DNA captures tumor heterogeneity and driver alterations in rapid autopsies with pre-treated metastatic cancer. Nat Commun. 2021 May 27;12(1):3199.

Published In

Nat Commun

DOI

EISSN

2041-1723

Publication Date

May 27, 2021

Volume

12

Issue

1

Start / End Page

3199

Location

England

Related Subject Headings

  • Tumor Microenvironment
  • Time Factors
  • Spatial Analysis
  • Sensitivity and Specificity
  • Reference Values
  • RNA-Seq
  • Point Mutation
  • Neoplasms
  • Neoadjuvant Therapy
  • Male