Tissue-based genomic profiling of 300,000 tumors highlights the detection of variants with low allele fraction

Tumor tissues obtained in the clinical setting typically have low purity and display treatment-associated genetic heterogeneity, contributing to variants at low variant allele fractions (VAF). We present a pan-cancer landscape and the therapeutic impact of somatic variants detected at low VAF (≤10%) from tumor tissues in 331,503 patients, across 78 tumor types, that received an FDA-approved comprehensive genomic profiling (CGP) test targeting ~324 genes during routine clinical care. 29% of patients had at least one variant detected at VAF ≤10% and 16% at VAF ≤5%. Among the frequently diagnosed tumors, several cases showed low VAF variants: pancreatic (37%), non-small cell lung cancer (35%), colorectal (29%) and prostate (24%). Treatment resistance-associated alterations had lower median VAF than driver alterations, although variants with VAF ≤5% comprised both driver and resistance alterations. This highlights the importance of CGP in detecting low VAF variants, to better inform clinical actionability and guide personalized treatment for patients with cancer.

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Publication Details

Journal
npj Precision Oncology
Published
2025-06-17
DOI
https://doi.org/10.1038/s41698-025-00991-w
Citations
6
Primary Topic
Cancer Genomics and Diagnostics
Type
article
Field-Weighted Citation Impact
5.62

Funders

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article

Tissue-based genomic profiling of 300,000 tumors highlights the detection of variants with low allele fraction

Rachna T. Shroff, Michael J. Pishvaian, Ethan Sokol, Richard S.P. Huang et al.
6 citations
npj Precision Oncology
Cancer Genomics and Diagnostics
5.62
article

Tissue-based genomic profiling of 300,000 tumors highlights the detection of variants with low allele fraction

Rachna T. Shroff, Michael J. Pishvaian, Ethan Sokol, Richard S.P. Huang, Hanna Tukachinsky, Ole Gjoerup, Alexa B. Schrock, Saumya D. Sisoudiya, Smruthy Sivakumar, Lucas Dennis, Garrett M. Frampton, Rachel B. Keller-Evans
article en
6 citations

Abstract

Tumor tissues obtained in the clinical setting typically have low purity and display treatment-associated genetic heterogeneity, contributing to variants at low variant allele fractions (VAF). We present a pan-cancer landscape and the therapeutic impact of somatic variants detected at low VAF (≤10%) from tumor tissues in 331,503 patients, across 78 tumor types, that received an FDA-approved comprehensive genomic profiling (CGP) test targeting ~324 genes during routine clinical care. 29% of patients had at least one variant detected at VAF ≤10% and 16% at VAF ≤5%. Among the frequently diagnosed tumors, several cases showed low VAF variants: pancreatic (37%), non-small cell lung cancer (35%), colorectal (29%) and prostate (24%). Treatment resistance-associated alterations had lower median VAF than driver alterations, although variants with VAF ≤5% comprised both driver and resistance alterations. This highlights the importance of CGP in detecting low VAF variants, to better inform clinical actionability and guide personalized treatment for patients with cancer.

npj Precision OncologyVol. 9(1)
University of Arizona (US), Johns Hopkins University (US), Johns Hopkins Medicine (US), University of Arizona Cancer Center, Foundation Medicine (United States)
Foundation Medicine
Openalex Percentile: Top 4%
Cancer Genomics and Diagnostics
5.62
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