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.
| Original language | English (US) |
|---|---|
| Article number | 190 |
| Journal | npj Precision Oncology |
| Volume | 9 |
| Issue number | 1 |
| DOIs | |
| State | Published - Dec 2025 |
| Externally published | Yes |
ASJC Scopus subject areas
- Oncology
- Cancer Research
Fingerprint
Dive into the research topics of 'Tissue-based genomic profiling of 300,000 tumors highlights the detection of variants with low allele fraction'. Together they form a unique fingerprint.Cite this
- APA
- Standard
- Harvard
- Vancouver
- Author
- BIBTEX
- RIS