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Published on: October 8, 2015
Extended RAS and BRAF Mutation Analysis Using Next-Generation Sequencing
Kazuko Sakai1, Junji Tsurutani2, Takeharu Yamanaka3
1Department of Genome Biology, Kinki University Faculty of Medicine, Osaka-Sayama, Osaka, Japan.
Abstract:
Somatic mutations in KRAS, NRAS, and BRAF genes are related to resistance to anti-EGFR antibodies in colorectal cancer. We have established an extended RAS and BRAF mutation assay using a next-generation sequencer to analyze these mutations. Multiplexed deep sequencing was performed to detect somatic mutations within KRAS, NRAS, and BRAF, including minor mutated components. We first validated the technical performance of the multiplexed deep sequencing using 10 normal DNA and 20 formalin-fixed, paraffin-embedded (FFPE) tumor samples. To demonstrate the potential clinical utility of our assay, we profiled 100 FFPE tumor samples and 15 plasma samples obtained from colorectal cancer patients. We used a variant calling approach based on a Poisson distribution. The distribution of the mutation-positive population was hypothesized to follow a Poisson distribution, and a mutation-positive status was defined as a value greater than the significance level of the error rate (α = 2 x 10(-5)). The cut-off value was determined to be the average error rate plus 7 standard deviations. Mutation analysis of 100 clinical FFPE tumor specimens was performed without any invalid cases. Mutations were detected at a frequency of 59% (59/100). KRAS mutation concordance between this assay and Scorpion-ARMS was 92% (92/100). DNA obtained from 15 plasma samples was also analyzed. KRAS and BRAF mutations were identified in both the plasma and tissue samples of 6 patients. The genetic screening assay using next-generation sequencer was validated for the detection of clinically relevant RAS and BRAF mutations using FFPE and liquid samples.
Insights
An extended RAS and BRAF mutation assay using next-generation sequencing effectively detects clinically relevant mutations in colorectal cancer, showing high concordance and utility in both tissue and plasma samples for personalized treatment strategies.
Area of Science:
- Oncology
- Genetics
- Molecular Diagnostics
Background:
- Somatic mutations in KRAS, NRAS, and BRAF genes are critical biomarkers for predicting resistance to anti-EGFR antibody therapy in colorectal cancer (CRC).
- Accurate and sensitive detection of these mutations is essential for guiding treatment decisions and improving patient outcomes.
Purpose of the Study:
- To establish and validate an extended RAS and BRAF mutation assay utilizing next-generation sequencing (NGS) for comprehensive analysis of these key genes in CRC.
- To assess the clinical utility of the developed NGS assay in formalin-fixed, paraffin-embedded (FFPE) tumor tissues and plasma samples.
Main Methods:
- Multiplexed deep sequencing was employed to detect somatic mutations in KRAS, NRAS, and BRAF, including low-frequency variants.
- The assay's technical performance was validated using normal DNA and FFPE tumor samples.
- A variant calling approach based on Poisson distribution was implemented to define mutation-positive status with a stringent significance level (α = 2 x 10⁻⁵).
Main Results:
- The NGS assay successfully profiled 100 FFPE CRC tumor samples and 15 plasma samples.
- Mutations in KRAS, NRAS, or BRAF were detected in 59% of the FFPE tumor specimens.
- High concordance (92%) was observed between the NGS assay and Scorpion-ARMS for KRAS mutation detection.
- KRAS and BRAF mutations were identified in both plasma and tissue from 6 patients, demonstrating the assay's applicability to liquid biopsies.
Conclusions:
- The established extended RAS and BRAF mutation assay using NGS is a validated and robust method for detecting clinically relevant mutations in CRC.
- The assay demonstrates significant potential for clinical utility, enabling comprehensive genetic screening in both FFPE tissues and liquid samples for personalized cancer therapy.
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