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Abstract 5372: The mutational landscape of primary cutaneous melanoma

Large-scale melanoma genome profiling studies to date have mainly focused on metastatic tumors. To better understand the link between genomic changes and outcome, primary tumors must be studied. We have designed a comprehensive targeted genomic panel to study genetic alterations in melanoma, and app...

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Published in:Cancer research (Chicago, Ill.) Ill.), 2018-07, Vol.78 (13_Supplement), p.5372-5372
Main Authors: Chen, Sofia Y., Mamunur, Rashid, Laye, Jon, Bishop, D. Timothy, Newton-Bishop, Julia A., Adams, David J.
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container_title Cancer research (Chicago, Ill.)
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creator Chen, Sofia Y.
Mamunur, Rashid
Laye, Jon
Bishop, D. Timothy
Newton-Bishop, Julia A.
Adams, David J.
description Large-scale melanoma genome profiling studies to date have mainly focused on metastatic tumors. To better understand the link between genomic changes and outcome, primary tumors must be studied. We have designed a comprehensive targeted genomic panel to study genetic alterations in melanoma, and applied this to a large collection of 536 primary melanomas, part of the Leeds Melanoma Cohort. Patients were invited to participate 3 months after diagnosis of primary melanoma. 1% received targeted therapies or immunotherapy and thus, our analysis is reflective of the landscape of primary melanoma in the treatment naïve setting. The sequencing panel allowed us to study genetic alterations in over 500 genes, including more than 150 genes frequently mutated in melanoma and an additional 250 genes linked to other solid tumor types. Both tumor and germline DNA were analyzed for most samples. The average somatic mutation rates we observed was 15 mutations/MB (0 to 236 mutations/MB), while the nonsynonymous mutational load ranged from 0 to 57 mutations/MB (average 4 mutations/MB). We found that a high mutational burden (highest 20%, >45 nonsynonymous mutations/Mb) positively correlated with better survival (Cox proportional hazards model with age, sex and AJCC stage as additional covariates). Among the top recurrently mutated genes were well established melanoma driver genes such as BRAF (44%), NRAS (28%), NF1 (10%), CDKN2A (15%), TP53 (11%) and ARID2 (8%). We also found hotspot mutations in less well documented melanoma genes, including RQCD1 p.P131L (4.5%). Altogether, our preliminary data shows a strong correlation between survival and high mutational load in primary melanomas. Our data also suggests a similar landscape of driver mutations in primary and metastatic melanoma, with some variants/genes possibly reflecting the differences in disease stage. We will further investigate the mutational landscape in our cohort of primary melanomas, including analyses of gene co-occurrence and mutual exclusivity. Additionally, we will use extensive clinical parameters and transcriptomics to examine the possibility of predicting survival and other clinically relevant parameters in our cohort based on patient mutational profiles. Citation Format: Sofia Y. Chen, Rashid Mamunur, Jon Laye, D. Timothy Bishop, Julia A. Newton-Bishop, David J. Adams. The mutational landscape of primary cutaneous melanoma [abstract]. In: Proceedings of the American Association for Cancer Research Annu
doi_str_mv 10.1158/1538-7445.AM2018-5372
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Timothy ; Newton-Bishop, Julia A. ; Adams, David J.</creator><creatorcontrib>Chen, Sofia Y. ; Mamunur, Rashid ; Laye, Jon ; Bishop, D. Timothy ; Newton-Bishop, Julia A. ; Adams, David J.</creatorcontrib><description>Large-scale melanoma genome profiling studies to date have mainly focused on metastatic tumors. To better understand the link between genomic changes and outcome, primary tumors must be studied. We have designed a comprehensive targeted genomic panel to study genetic alterations in melanoma, and applied this to a large collection of 536 primary melanomas, part of the Leeds Melanoma Cohort. Patients were invited to participate 3 months after diagnosis of primary melanoma. 1% received targeted therapies or immunotherapy and thus, our analysis is reflective of the landscape of primary melanoma in the treatment naïve setting. The sequencing panel allowed us to study genetic alterations in over 500 genes, including more than 150 genes frequently mutated in melanoma and an additional 250 genes linked to other solid tumor types. Both tumor and germline DNA were analyzed for most samples. The average somatic mutation rates we observed was 15 mutations/MB (0 to 236 mutations/MB), while the nonsynonymous mutational load ranged from 0 to 57 mutations/MB (average 4 mutations/MB). We found that a high mutational burden (highest 20%, &gt;45 nonsynonymous mutations/Mb) positively correlated with better survival (Cox proportional hazards model with age, sex and AJCC stage as additional covariates). Among the top recurrently mutated genes were well established melanoma driver genes such as BRAF (44%), NRAS (28%), NF1 (10%), CDKN2A (15%), TP53 (11%) and ARID2 (8%). We also found hotspot mutations in less well documented melanoma genes, including RQCD1 p.P131L (4.5%). Altogether, our preliminary data shows a strong correlation between survival and high mutational load in primary melanomas. Our data also suggests a similar landscape of driver mutations in primary and metastatic melanoma, with some variants/genes possibly reflecting the differences in disease stage. We will further investigate the mutational landscape in our cohort of primary melanomas, including analyses of gene co-occurrence and mutual exclusivity. Additionally, we will use extensive clinical parameters and transcriptomics to examine the possibility of predicting survival and other clinically relevant parameters in our cohort based on patient mutational profiles. Citation Format: Sofia Y. Chen, Rashid Mamunur, Jon Laye, D. Timothy Bishop, Julia A. Newton-Bishop, David J. Adams. The mutational landscape of primary cutaneous melanoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. 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The sequencing panel allowed us to study genetic alterations in over 500 genes, including more than 150 genes frequently mutated in melanoma and an additional 250 genes linked to other solid tumor types. Both tumor and germline DNA were analyzed for most samples. The average somatic mutation rates we observed was 15 mutations/MB (0 to 236 mutations/MB), while the nonsynonymous mutational load ranged from 0 to 57 mutations/MB (average 4 mutations/MB). We found that a high mutational burden (highest 20%, &gt;45 nonsynonymous mutations/Mb) positively correlated with better survival (Cox proportional hazards model with age, sex and AJCC stage as additional covariates). Among the top recurrently mutated genes were well established melanoma driver genes such as BRAF (44%), NRAS (28%), NF1 (10%), CDKN2A (15%), TP53 (11%) and ARID2 (8%). We also found hotspot mutations in less well documented melanoma genes, including RQCD1 p.P131L (4.5%). Altogether, our preliminary data shows a strong correlation between survival and high mutational load in primary melanomas. Our data also suggests a similar landscape of driver mutations in primary and metastatic melanoma, with some variants/genes possibly reflecting the differences in disease stage. We will further investigate the mutational landscape in our cohort of primary melanomas, including analyses of gene co-occurrence and mutual exclusivity. Additionally, we will use extensive clinical parameters and transcriptomics to examine the possibility of predicting survival and other clinically relevant parameters in our cohort based on patient mutational profiles. Citation Format: Sofia Y. Chen, Rashid Mamunur, Jon Laye, D. Timothy Bishop, Julia A. Newton-Bishop, David J. Adams. The mutational landscape of primary cutaneous melanoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. 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We found that a high mutational burden (highest 20%, &gt;45 nonsynonymous mutations/Mb) positively correlated with better survival (Cox proportional hazards model with age, sex and AJCC stage as additional covariates). Among the top recurrently mutated genes were well established melanoma driver genes such as BRAF (44%), NRAS (28%), NF1 (10%), CDKN2A (15%), TP53 (11%) and ARID2 (8%). We also found hotspot mutations in less well documented melanoma genes, including RQCD1 p.P131L (4.5%). Altogether, our preliminary data shows a strong correlation between survival and high mutational load in primary melanomas. Our data also suggests a similar landscape of driver mutations in primary and metastatic melanoma, with some variants/genes possibly reflecting the differences in disease stage. We will further investigate the mutational landscape in our cohort of primary melanomas, including analyses of gene co-occurrence and mutual exclusivity. 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