NF1‐mutated melanoma tumors harbor distinct clinical and biological characteristics

In general, melanoma can be considered as a UV‐driven disease with an aggressive metastatic course and high mutational load, with only few tumors (acral, mucosal, and uveal melanomas) not induced by sunlight and possessing a lower mutational load. The most commonly activated pathway in melanoma is t...

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Published inMolecular oncology Vol. 11; no. 4; pp. 438 - 451
Main Authors Cirenajwis, Helena, Lauss, Martin, Ekedahl, Henrik, Törngren, Therese, Kvist, Anders, Saal, Lao H., Olsson, Håkan, Staaf, Johan, Carneiro, Ana, Ingvar, Christian, Harbst, Katja, Hayward, Nicholas K., Jönsson, Göran
Format Journal Article
LanguageEnglish
Published United States John Wiley & Sons, Inc 01.04.2017
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Abstract In general, melanoma can be considered as a UV‐driven disease with an aggressive metastatic course and high mutational load, with only few tumors (acral, mucosal, and uveal melanomas) not induced by sunlight and possessing a lower mutational load. The most commonly activated pathway in melanoma is the mitogen‐activated protein kinase (MAPK) pathway. However, the prognostic significance of mutational stratification is unclear and needs further investigation. Here, in silico we combined mutation data from 162 melanomas subjected to targeted deep sequencing with mutation data from three published studies. Tumors from 870 patients were grouped according to BRAF, RAS, NF1 mutation or triple‐wild‐type status and correlated with tumor and patient characteristics. We found that the NF1‐mutated subtype had a higher mutational burden and strongest UV mutation signature. Searching for co‐occurring mutated genes revealed the RASopathy genes PTPN11 and RASA2, as well as another RAS domain‐containing gene RASSF2 enriched in the NF1 subtype after adjustment for mutational burden. We found that a larger proportion of the NF1‐mutant tumors were from males and with older age at diagnosis. Importantly, we found an increased risk of death from melanoma (disease‐specific survival, DSS; HR, 1.9; 95% CI, 1.21–3.10; P = 0.046) and poor overall survival (OS; HR, 2.0; 95% CI, 1.28–2.98; P = 0.01) in the NF1 subtype, which remained significant after adjustment for age, gender, and lesion type (DSS P = 0.03, OS P = 0.06, respectively). Melanoma genomic subtypes display different biological and clinical characteristics. The poor outcome observed in the NF1 subtype highlights the need for improved characterization of this group. Melanoma is stratified based on somatic mutations in BRAF, NRAS, or NF1 genes. However, the clinical significance of this classification is unknown. Here, Cirenajwis et al. in silico combined in‐house mutation data with data from three published studies. Collectively, the NF1‐mutated subtype had a higher mutational burden, was enriched for male patients and older patients as well as an increased risk of death from melanoma. This highlights the need for improved characterization of this group.
AbstractList In general, melanoma can be considered as a UV-driven disease with an aggressive metastatic course and high mutational load, with only few tumors (acral, mucosal, and uveal melanomas) not induced by sunlight and possessing a lower mutational load. The most commonly activated pathway in melanoma is the mitogen-activated protein kinase (MAPK) pathway. However, the prognostic significance of mutational stratification is unclear and needs further investigation. Here, in silico we combined mutation data from 162 melanomas subjected to targeted deep sequencing with mutation data from three published studies. Tumors from 870 patients were grouped according to BRAF, RAS, NF1 mutation or triple-wild-type status and correlated with tumor and patient characteristics. We found that the NF1-mutated subtype had a higher mutational burden and strongest UV mutation signature. Searching for co-occurring mutated genes revealed the RASopathy genes PTPN11 and RASA2, as well as another RAS domain-containing gene RASSF2 enriched in the NF1 subtype after adjustment for mutational burden. We found that a larger proportion of the NF1-mutant tumors were from males and with older age at diagnosis. Importantly, we found an increased risk of death from melanoma (disease-specific survival, DSS; HR, 1.9; 95% CI, 1.21-3.10; P = 0.046) and poor overall survival (OS; HR, 2.0; 95% CI, 1.28-2.98; P = 0.01) in the NF1 subtype, which remained significant after adjustment for age, gender, and lesion type (DSS P = 0.03, OS P = 0.06, respectively). Melanoma genomic subtypes display different biological and clinical characteristics. The poor outcome observed in the NF1 subtype highlights the need for improved characterization of this group.
In general, melanoma can be considered as a UV ‐driven disease with an aggressive metastatic course and high mutational load, with only few tumors (acral, mucosal, and uveal melanomas) not induced by sunlight and possessing a lower mutational load. The most commonly activated pathway in melanoma is the mitogen‐activated protein kinase ( MAPK ) pathway. However, the prognostic significance of mutational stratification is unclear and needs further investigation. Here, in silico we combined mutation data from 162 melanomas subjected to targeted deep sequencing with mutation data from three published studies. Tumors from 870 patients were grouped according to BRAF , RAS , NF 1 mutation or triple‐wild‐type status and correlated with tumor and patient characteristics. We found that the NF 1 ‐mutated subtype had a higher mutational burden and strongest UV mutation signature. Searching for co‐occurring mutated genes revealed the RAS opathy genes PTPN 11 and RASA 2 , as well as another RAS domain‐containing gene RASSF 2 enriched in the NF 1 subtype after adjustment for mutational burden. We found that a larger proportion of the NF 1 ‐mutant tumors were from males and with older age at diagnosis. Importantly, we found an increased risk of death from melanoma (disease‐specific survival, DSS ; HR , 1.9; 95% CI , 1.21–3.10; P  = 0.046) and poor overall survival ( OS ; HR , 2.0; 95% CI , 1.28–2.98; P  = 0.01) in the NF 1 subtype, which remained significant after adjustment for age, gender, and lesion type ( DSS P  = 0.03, OS P  = 0.06, respectively). Melanoma genomic subtypes display different biological and clinical characteristics. The poor outcome observed in the NF 1 subtype highlights the need for improved characterization of this group.
In general, melanoma can be considered as a UV‐driven disease with an aggressive metastatic course and high mutational load, with only few tumors (acral, mucosal, and uveal melanomas) not induced by sunlight and possessing a lower mutational load. The most commonly activated pathway in melanoma is the mitogen‐activated protein kinase (MAPK) pathway. However, the prognostic significance of mutational stratification is unclear and needs further investigation. Here, in silico we combined mutation data from 162 melanomas subjected to targeted deep sequencing with mutation data from three published studies. Tumors from 870 patients were grouped according to BRAF, RAS, NF1 mutation or triple‐wild‐type status and correlated with tumor and patient characteristics. We found that the NF1‐mutated subtype had a higher mutational burden and strongest UV mutation signature. Searching for co‐occurring mutated genes revealed the RASopathy genes PTPN11 and RASA2, as well as another RAS domain‐containing gene RASSF2 enriched in the NF1 subtype after adjustment for mutational burden. We found that a larger proportion of the NF1‐mutant tumors were from males and with older age at diagnosis. Importantly, we found an increased risk of death from melanoma (disease‐specific survival, DSS; HR, 1.9; 95% CI, 1.21–3.10; P = 0.046) and poor overall survival (OS; HR, 2.0; 95% CI, 1.28–2.98; P = 0.01) in the NF1 subtype, which remained significant after adjustment for age, gender, and lesion type (DSS P = 0.03, OS P = 0.06, respectively). Melanoma genomic subtypes display different biological and clinical characteristics. The poor outcome observed in the NF1 subtype highlights the need for improved characterization of this group. Melanoma is stratified based on somatic mutations in BRAF, NRAS, or NF1 genes. However, the clinical significance of this classification is unknown. Here, Cirenajwis et al. in silico combined in‐house mutation data with data from three published studies. Collectively, the NF1‐mutated subtype had a higher mutational burden, was enriched for male patients and older patients as well as an increased risk of death from melanoma. This highlights the need for improved characterization of this group.
In general, melanoma can be considered as a UV-driven disease with an aggressive metastatic course and high mutational load, with only few tumors (acral, mucosal, and uveal melanomas) not induced by sunlight and possessing a lower mutational load. The most commonly activated pathway in melanoma is the mitogen-activated protein kinase (MAPK) pathway. However, the prognostic significance of mutational stratification is unclear and needs further investigation. Here, in silico we combined mutation data from 162 melanomas subjected to targeted deep sequencing with mutation data from three published studies. Tumors from 870 patients were grouped according to BRAF, RAS, NF1 mutation or triple-wild-type status and correlated with tumor and patient characteristics. We found that the NF1-mutated subtype had a higher mutational burden and strongest UV mutation signature. Searching for co-occurring mutated genes revealed the RASopathy genes PTPN11 and RASA2, as well as another RAS domain-containing gene RASSF2 enriched in the NF1 subtype after adjustment for mutational burden. We found that a larger proportion of the NF1-mutant tumors were from males and with older age at diagnosis. Importantly, we found an increased risk of death from melanoma (disease-specific survival, DSS; HR, 1.9; 95% CI, 1.21-3.10; P = 0.046) and poor overall survival (OS; HR, 2.0; 95% CI, 1.28-2.98; P = 0.01) in the NF1 subtype, which remained significant after adjustment for age, gender, and lesion type (DSS P = 0.03, OS P = 0.06, respectively). Melanoma genomic subtypes display different biological and clinical characteristics. The poor outcome observed in the NF1 subtype highlights the need for improved characterization of this group.
Audience Academic
Author Carneiro, Ana
Cirenajwis, Helena
Törngren, Therese
Lauss, Martin
Staaf, Johan
Saal, Lao H.
Ekedahl, Henrik
Jönsson, Göran
Kvist, Anders
Harbst, Katja
Hayward, Nicholas K.
Olsson, Håkan
Ingvar, Christian
AuthorAffiliation 2 Division of Surgery Department of Clinical Sciences Lund University Sweden
1 Division of Oncology and Pathology Department of Clinical Sciences Lund University Sweden
3 Department of Oncology Skåne University Hospital Lund University Sweden
4 QIMR Berghofer Medical Research Institute Brisbane Australia
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Issue 4
Keywords NF1
melanoma
NRAS
BRAF
Language English
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2017 The Authors. Published by FEBS Press and John Wiley & Sons Ltd.
This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
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Snippet In general, melanoma can be considered as a UV‐driven disease with an aggressive metastatic course and high mutational load, with only few tumors (acral,...
In general, melanoma can be considered as a UV-driven disease with an aggressive metastatic course and high mutational load, with only few tumors (acral,...
In general, melanoma can be considered as a UV ‐driven disease with an aggressive metastatic course and high mutational load, with only few tumors (acral,...
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SubjectTerms Adult
Aged
Aged, 80 and over
Automobile industry
BRAF
Cancer and Oncology
Cancer och onkologi
Clinical Medicine
Cohort Studies
Female
Gene mutations
Genes
Genome, Human
Humans
Klinisk medicin
Male
MAP Kinase Signaling System - genetics
Medical and Health Sciences
Medical research
Medicin och hälsovetenskap
Medicine, Experimental
Melanoma
Melanoma - enzymology
Melanoma - genetics
Melanoma - pathology
Metastasis
Middle Aged
Mutation - genetics
Neurofibromin 1 - genetics
NF1
NRAS
Survival Analysis
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Title NF1‐mutated melanoma tumors harbor distinct clinical and biological characteristics
URI https://onlinelibrary.wiley.com/doi/abs/10.1002%2F1878-0261.12050
https://www.ncbi.nlm.nih.gov/pubmed/28267273
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Volume 11
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