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Evaluating the analytical validity of circulating tumor DNA sequencing assays for precision oncology
- Source :
- Nature biotechnology
- Publication Year :
- 2021
-
Abstract
- Circulating tumor DNA (ctDNA) sequencing is being rapidly adopted in precision oncology, but the accuracy, sensitivity, and reproducibility of ctDNA assays is poorly understood. Here we report the findings of a multi-site, cross-platform evaluation of the analytical performance of five industry-leading ctDNA assays. We evaluated each stage of the ctDNA sequencing workflow with simulations, synthetic DNA spike-in experiments, and proficiency testing on standardized cell line–derived reference samples. Above 0.5% variant allele frequency, ctDNA mutations were detected with high sensitivity, precision and reproducibility by all five assays, whereas below this limit detection became unreliable and varied widely between assays, especially when input material was limited. Missed mutations (false-negatives) were more common than erroneous candidates (false-positives), indicating that the reliable sampling of rare ctDNA fragments is the key challenge for ctDNA assays. This comprehensive evaluation of the analytical performance of ctDNA assays serves to inform best-practice guidelines and provides a resource for precision oncology.<br />Editorial summary: Reliable detection of mutations below 0.5% variant allele frequency remains a key challenge for circulating tumor DNA sequencing assays.
- Subjects :
- Validation study
Biomedical Engineering
Bioengineering
Computational biology
Biology
Medical Oncology
Applied Microbiology and Biotechnology
Article
Circulating Tumor DNA
03 medical and health sciences
0302 clinical medicine
Synthetic DNA
Limit of Detection
Neoplasms
Proficiency testing
False positive paradox
Humans
Precision Medicine
030304 developmental biology
0303 health sciences
Reproducibility
High-Throughput Nucleotide Sequencing
Reproducibility of Results
Variant allele
Sequence Analysis, DNA
Precision oncology
Circulating tumor DNA
Practice Guidelines as Topic
Molecular Medicine
030217 neurology & neurosurgery
Biotechnology
Subjects
Details
- Language :
- English
- ISSN :
- 15461696 and 10870156
- Volume :
- 39
- Issue :
- 9
- Database :
- OpenAIRE
- Journal :
- Nature biotechnology
- Accession number :
- edsair.doi.dedup.....3f3d76ae77be6b6d242d19ba6f29eaf8