TY - JOUR
T1 - Tissue-based genomic profiling of 300,000 tumors highlights the detection of variants with low allele fraction
AU - Sisoudiya, Saumya D.
AU - Tukachinsky, Hanna
AU - Keller-Evans, Rachel B.
AU - Schrock, Alexa B.
AU - Huang, Richard S.P.
AU - Gjoerup, Ole
AU - Pishvaian, Michael J.
AU - Shroff, Rachna
AU - Sokol, Ethan S.
AU - Dennis, Lucas
AU - Frampton, Garrett M.
AU - Sivakumar, Smruthy
N1 - Publisher Copyright:
© The Author(s) 2025.
PY - 2025/12
Y1 - 2025/12
N2 - 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.
AB - 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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U2 - 10.1038/s41698-025-00991-w
DO - 10.1038/s41698-025-00991-w
M3 - Article
AN - SCOPUS:105008250545
SN - 2397-768X
VL - 9
JO - npj Precision Oncology
JF - npj Precision Oncology
IS - 1
M1 - 190
ER -