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1.
Genome Biol ; 23(1): 141, 2022 06 29.
Article in English | MEDLINE | ID: mdl-35768876

ABSTRACT

BACKGROUND: Clinical laboratories routinely use formalin-fixed paraffin-embedded (FFPE) tissue or cell block cytology samples in oncology panel sequencing to identify mutations that can predict patient response to targeted therapy. To understand the technical error due to FFPE processing, a robustly characterized diploid cell line was used to create FFPE samples with four different pre-tissue processing formalin fixation times. A total of 96 FFPE sections were then distributed to different laboratories for targeted sequencing analysis by four oncopanels, and variants resulting from technical error were identified. RESULTS: Tissue sections that fail more frequently show low cellularity, lower than recommended library preparation DNA input, or target sequencing depth. Importantly, sections from block surfaces are more likely to show FFPE-specific errors, akin to "edge effects" seen in histology, while the inner samples display no quality degradation related to fixation time. CONCLUSIONS: To assure reliable results, we recommend avoiding the block surface portion and restricting mutation detection to genomic regions of high confidence.


Subject(s)
Formaldehyde , High-Throughput Nucleotide Sequencing , Humans , Paraffin Embedding , Sequence Analysis, DNA , Tissue Fixation
2.
Genome Biol ; 22(1): 109, 2021 04 16.
Article in English | MEDLINE | ID: mdl-33863344

ABSTRACT

BACKGROUND: Targeted sequencing using oncopanels requires comprehensive assessments of accuracy and detection sensitivity to ensure analytical validity. By employing reference materials characterized by the U.S. Food and Drug Administration-led SEquence Quality Control project phase2 (SEQC2) effort, we perform a cross-platform multi-lab evaluation of eight Pan-Cancer panels to assess best practices for oncopanel sequencing. RESULTS: All panels demonstrate high sensitivity across targeted high-confidence coding regions and variant types for the variants previously verified to have variant allele frequency (VAF) in the 5-20% range. Sensitivity is reduced by utilizing VAF thresholds due to inherent variability in VAF measurements. Enforcing a VAF threshold for reporting has a positive impact on reducing false positive calls. Importantly, the false positive rate is found to be significantly higher outside the high-confidence coding regions, resulting in lower reproducibility. Thus, region restriction and VAF thresholds lead to low relative technical variability in estimating promising biomarkers and tumor mutational burden. CONCLUSION: This comprehensive study provides actionable guidelines for oncopanel sequencing and clear evidence that supports a simplified approach to assess the analytical performance of oncopanels. It will facilitate the rapid implementation, validation, and quality control of oncopanels in clinical use.


Subject(s)
Biomarkers, Tumor , Genetic Testing/methods , Genomics/methods , Neoplasms/genetics , Oncogenes , DNA Copy Number Variations , Genetic Testing/standards , Genomics/standards , Humans , Molecular Diagnostic Techniques/methods , Molecular Diagnostic Techniques/standards , Mutation , Neoplasms/diagnosis , Polymorphism, Single Nucleotide , Reproducibility of Results , Sensitivity and Specificity
3.
Nat Biotechnol ; 39(9): 1115-1128, 2021 09.
Article in English | MEDLINE | ID: mdl-33846644

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.


Subject(s)
Circulating Tumor DNA/genetics , Medical Oncology , Neoplasms/genetics , Precision Medicine , Sequence Analysis, DNA/standards , High-Throughput Nucleotide Sequencing/methods , Humans , Limit of Detection , Practice Guidelines as Topic , Reproducibility of Results
4.
Cell Rep Methods ; 1(7): 100106, 2021 11 22.
Article in English | MEDLINE | ID: mdl-35475002

ABSTRACT

The primary objective of the FDA-led Sequencing and Quality Control Phase 2 (SEQC2) project is to develop standard analysis protocols and quality control metrics for use in DNA testing to enhance scientific research and precision medicine. This study reports a targeted next-generation sequencing (NGS) method that will enable more accurate detection of actionable mutations in circulating tumor DNA (ctDNA) clinical specimens. To accomplish this, a synthetic internal standard spike-in was designed for each actionable mutation target, suitable for use in NGS following hybrid capture enrichment and unique molecular index (UMI) or non-UMI library preparation. When mixed with contrived ctDNA reference samples, internal standards enabled calculation of technical error rate, limit of blank, and limit of detection for each variant at each nucleotide position in each sample. True-positive mutations with variant allele fraction too low for detection by current practice were detected with this method, thereby increasing sensitivity.


Subject(s)
Circulating Tumor DNA , Humans , Circulating Tumor DNA/genetics , Mutation/genetics , High-Throughput Nucleotide Sequencing/methods , Precision Medicine/methods , Quality Control
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