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Updated: Jan 1, 2026

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Micromanipulation of Circulating Tumor Cells for Downstream Molecular Analysis and Metastatic Potential Assessment
Published on: May 14, 2019
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Cell-free Circulating Tumor DNA Variant Allele Frequency Associates with Survival in Metastatic Cancer
Seyed Pairawan1, Kenneth R Hess2, Filip Janku3
1Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Summary
Higher levels of cell-free circulating tumor DNA (cfDNA) variant allele frequency (VAF) and more nonsynonymous mutations (NSM) correlate with worse overall survival in metastatic cancer patients. This suggests cfDNA VAF may be a valuable prognostic marker.
Area of Science:
- Oncology
- Molecular Diagnostics
- Genomics
Background:
- Physicians use prognosis for patient counseling and clinical trial eligibility.
- Cell-free circulating tumor DNA (cfDNA) sequencing is increasingly used for clinical decisions.
Purpose of the Study:
- To investigate the association between cfDNA variant allele frequency (VAF) and prognosis in patients with metastatic disease.
Main Methods:
- Retrospective analysis of 298 patients with metastatic disease undergoing cfDNA sequencing.
- Assessment of the correlation between cfDNA VAF and overall survival (OS).
Main Results:
- cfDNA mutations were detected in 80.5% of patients.
- More than one nonsynonymous mutation (NSM) was linked to significantly worse OS (HR=2.3, P<0.0001).
- Higher cfDNA VAF quartiles (Q3, Q4) were significantly associated with worse OS (Q3 HR=2.3, P=0.0069; Q4 HR=3.8, P<0.0001).
- Multivariate analysis identified VAF Q4, male sex, low albumin, extensive metastases, and prior therapies as independent predictors of worse OS.
Conclusions:
- Elevated cfDNA VAF and increased NSM are associated with poorer OS in metastatic cancer.
- Further research is needed to establish cfDNA VAF thresholds for clinical use and its prognostic value across tumor types.
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