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Characterize Disease-related Mutants of RAF Family Kinases by Using a Set of Practical and Feasible Methods
Published on: July 17, 2019
Marked genetic differences between BRAF and NRAS mutated primary melanomas as revealed by array comparative genomic
Viktória Lázár1, Szilvia Ecsedi, Laura Vízkeleti
1Department of Preventive Medicine, Faculty of Public Health, University of Debrecen, Debrecen, Hungary.
Abstract:
Somatic mutations of BRAF and NRAS oncogenes are thought to be among the first steps in melanoma initiation, but these mutations alone are insufficient to cause tumor progression. Our group studied the distinct genomic imbalances of primary melanomas harboring different BRAF or NRAS genotypes. We also aimed to highlight regions of change commonly seen together in different melanoma subgroups. Array comparative genomic hybridization was performed to assess copy number changes in 47 primary melanomas. BRAF and NRAS were screened for mutations by melting curve analysis. Reverse transcription PCR and fluorescence in-situ hybridization were performed to confirm the array comparative genomic hybridization results. Pairwise comparisons revealed distinct genomic profiles between melanomas harboring different mutations. Primary melanomas with the BRAF mutation exhibited more frequent losses on 10q23-q26 and gains on chromosome 7 and 1q23-q25 compared with melanomas with the NRAS mutation. Loss on the 11q23-q25 sequence was found mainly in conjunction with the NRAS mutation. Primary melanomas without the BRAF or the NRAS mutation showed frequent alterations in chromosomes 17 and 4. Correlation analysis revealed chromosomal alterations that coexist more often in these tumor subgroups. To find classifiers for BRAF mutation, random forest analysis was used. Fifteen candidates emerged with 87% prediction accuracy. Signaling interactions between the EGF/MAPK-JAK pathways were observed to be extensively altered in melanomas with the BRAF mutation. We found marked differences in the genetic pattern of the BRAF and NRAS mutated melanoma subgroups that might suggest that these mutations contribute to malignant melanoma in conjunction with distinct cooperating oncogenic events.
Insights
Melanoma progression involves more than BRAF or NRAS mutations. Genomic imbalances differ between BRAF and NRAS mutated melanomas, suggesting distinct cooperating oncogenic events drive tumor development.
Area of Science:
- Genomics
- Oncology
- Molecular Biology
Background:
- Somatic mutations in BRAF and NRAS oncogenes are early events in melanoma initiation.
- These mutations alone are insufficient for melanoma tumor progression.
Purpose of the Study:
- To investigate distinct genomic imbalances in primary melanomas with different BRAF or NRAS genotypes.
- To identify commonly co-occurring genomic regions in different melanoma subgroups.
Main Methods:
- Array comparative genomic hybridization (aCGH) for copy number changes in 47 primary melanomas.
- BRAF and NRAS mutation screening using melting curve analysis.
- Reverse transcription PCR and fluorescence in-situ hybridization for result confirmation.
Main Results:
- Distinct genomic profiles were observed between BRAF and NRAS mutated melanomas.
- BRAF-mutated melanomas showed more frequent losses on 10q23-q26 and gains on chromosome 7 and 1q23-q25.
- NRAS-mutated melanomas frequently exhibited loss on 11q23-q25; those without BRAF/NRAS mutations had alterations in chromosomes 17 and 4.
- Random forest analysis identified 15 classifiers for BRAF mutation with 87% prediction accuracy.
- Extensive alterations in EGF/MAPK-JAK pathways were noted in BRAF-mutated melanomas.
Conclusions:
- Significant genetic pattern differences exist between BRAF and NRAS mutated melanoma subgroups.
- These distinct genetic profiles suggest cooperating oncogenic events contribute to malignant melanoma development alongside BRAF or NRAS mutations.
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