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Enhanced specificity of clinical high-sensitivity tumor mutation profiling in cell-free DNA via paired normal sequencing using MSK-ACCESS

Author

Listed:
  • A. Rose Brannon

    (Memorial Sloan Kettering Cancer Center)

  • Gowtham Jayakumaran

    (Memorial Sloan Kettering Cancer Center)

  • Monica Diosdado

    (Memorial Sloan Kettering Cancer Center)

  • Juber Patel

    (Memorial Sloan Kettering Cancer Center)

  • Anna Razumova

    (Memorial Sloan Kettering Cancer Center)

  • Yu Hu

    (Memorial Sloan Kettering Cancer Center)

  • Fanli Meng

    (Memorial Sloan Kettering Cancer Center)

  • Mohammad Haque

    (Memorial Sloan Kettering Cancer Center)

  • Justyna Sadowska

    (Memorial Sloan Kettering Cancer Center)

  • Brian J. Murphy

    (Memorial Sloan Kettering Cancer Center)

  • Tessara Baldi

    (Memorial Sloan Kettering Cancer Center)

  • Ian Johnson

    (Memorial Sloan Kettering Cancer Center)

  • Ryan Ptashkin

    (Memorial Sloan Kettering Cancer Center)

  • Maysun Hasan

    (Memorial Sloan Kettering Cancer Center)

  • Preethi Srinivasan

    (Memorial Sloan Kettering Cancer Center)

  • Anoop Balakrishnan Rema

    (Memorial Sloan Kettering Cancer Center)

  • Ivelise Rijo

    (Memorial Sloan Kettering Cancer Center)

  • Aaron Agarunov

    (Memorial Sloan Kettering Cancer Center)

  • Helen Won

    (Memorial Sloan Kettering Cancer Center)

  • Dilmi Perera

    (Memorial Sloan Kettering Cancer Center)

  • David N. Brown

    (Memorial Sloan Kettering Cancer Center)

  • Aliaksandra Samoila

    (Memorial Sloan Kettering Cancer Center)

  • Xiaohong Jing

    (Memorial Sloan Kettering Cancer Center)

  • Erika Gedvilaite

    (Memorial Sloan Kettering Cancer Center)

  • Julie L. Yang

    (Memorial Sloan Kettering Cancer Center)

  • Dennis P. Stephens

    (Memorial Sloan Kettering Cancer Center)

  • Jenna-Marie Dix

    (Memorial Sloan Kettering Cancer Center)

  • Nicole DeGroat

    (Memorial Sloan Kettering Cancer Center)

  • Khedoudja Nafa

    (Memorial Sloan Kettering Cancer Center)

  • Aijazuddin Syed

    (Memorial Sloan Kettering Cancer Center)

  • Alan Li

    (Memorial Sloan Kettering Cancer Center)

  • Emily S. Lebow

    (Memorial Sloan Kettering Cancer Center)

  • Anita S. Bowman

    (Memorial Sloan Kettering Cancer Center)

  • Donna C. Ferguson

    (Memorial Sloan Kettering Cancer Center)

  • Ying Liu

    (Memorial Sloan Kettering Cancer Center)

  • Douglas A. Mata

    (Memorial Sloan Kettering Cancer Center)

  • Rohit Sharma

    (Memorial Sloan Kettering Cancer Center)

  • Soo-Ryum Yang

    (Memorial Sloan Kettering Cancer Center)

  • Tejus Bale

    (Memorial Sloan Kettering Cancer Center)

  • Jamal K. Benhamida

    (Memorial Sloan Kettering Cancer Center)

  • Jason C. Chang

    (Memorial Sloan Kettering Cancer Center)

  • Snjezana Dogan

    (Memorial Sloan Kettering Cancer Center)

  • Meera R. Hameed

    (Memorial Sloan Kettering Cancer Center)

  • Jaclyn F. Hechtman

    (Memorial Sloan Kettering Cancer Center)

  • Christine Moung

    (Memorial Sloan Kettering Cancer Center)

  • Dara S. Ross

    (Memorial Sloan Kettering Cancer Center)

  • Efsevia Vakiani

    (Memorial Sloan Kettering Cancer Center)

  • Chad M. Vanderbilt

    (Memorial Sloan Kettering Cancer Center)

  • JinJuan Yao

    (Memorial Sloan Kettering Cancer Center)

  • Pedram Razavi

    (Memorial Sloan Kettering Cancer Center)

  • Lillian M. Smyth

    (Memorial Sloan Kettering Cancer Center)

  • Sarat Chandarlapaty

    (Memorial Sloan Kettering Cancer Center)

  • Gopa Iyer

    (Memorial Sloan Kettering Cancer Center)

  • Wassim Abida

    (Memorial Sloan Kettering Cancer Center)

  • James J. Harding

    (Memorial Sloan Kettering Cancer Center)

  • Benjamin Krantz

    (Memorial Sloan Kettering Cancer Center)

  • Eileen O’Reilly

    (Memorial Sloan Kettering Cancer Center)

  • Helena A. Yu

    (Memorial Sloan Kettering Cancer Center)

  • Bob T. Li

    (Memorial Sloan Kettering Cancer Center)

  • Charles M. Rudin

    (Memorial Sloan Kettering Cancer Center)

  • Luis Diaz

    (Memorial Sloan Kettering Cancer Center)

  • David B. Solit

    (Memorial Sloan Kettering Cancer Center
    Memorial Sloan Kettering Cancer Center)

  • Maria E. Arcila

    (Memorial Sloan Kettering Cancer Center)

  • Marc Ladanyi

    (Memorial Sloan Kettering Cancer Center)

  • Brian Loomis

    (Memorial Sloan Kettering Cancer Center)

  • Dana Tsui

    (Memorial Sloan Kettering Cancer Center
    Memorial Sloan Kettering Cancer Center)

  • Michael F. Berger

    (Memorial Sloan Kettering Cancer Center
    Memorial Sloan Kettering Cancer Center)

  • Ahmet Zehir

    (Memorial Sloan Kettering Cancer Center)

  • Ryma Benayed

    (Memorial Sloan Kettering Cancer Center)

Abstract

Circulating cell-free DNA from blood plasma of cancer patients can be used to non-invasively interrogate somatic tumor alterations. Here we develop MSK-ACCESS (Memorial Sloan Kettering - Analysis of Circulating cfDNA to Examine Somatic Status), an NGS assay for detection of very low frequency somatic alterations in 129 genes. Analytical validation demonstrated 92% sensitivity in de-novo mutation calling down to 0.5% allele frequency and 99% for a priori mutation profiling. To evaluate the performance of MSK-ACCESS, we report results from 681 prospective blood samples that underwent clinical analysis to guide patient management. Somatic alterations are detected in 73% of the samples, 56% of which have clinically actionable alterations. The utilization of matched normal sequencing allows retention of somatic alterations while removing over 10,000 germline and clonal hematopoiesis variants. Our experience illustrates the importance of analyzing matched normal samples when interpreting cfDNA results and highlights the importance of cfDNA as a genomic profiling source for cancer patients.

Suggested Citation

  • A. Rose Brannon & Gowtham Jayakumaran & Monica Diosdado & Juber Patel & Anna Razumova & Yu Hu & Fanli Meng & Mohammad Haque & Justyna Sadowska & Brian J. Murphy & Tessara Baldi & Ian Johnson & Ryan Pt, 2021. "Enhanced specificity of clinical high-sensitivity tumor mutation profiling in cell-free DNA via paired normal sequencing using MSK-ACCESS," Nature Communications, Nature, vol. 12(1), pages 1-12, December.
  • Handle: RePEc:nat:natcom:v:12:y:2021:i:1:d:10.1038_s41467-021-24109-5
    DOI: 10.1038/s41467-021-24109-5
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