Cargando…

Clock-like Mutation Signature May Be Prognostic for Worse Survival Than Signatures of UV Damage in Cutaneous Melanoma

SIMPLE SUMMARY: Although immunotherapy and targeted therapy have dramatically improved melanoma survival, some patients rapidly progress and decease within a few months after a stage IV diagnosis. Up until now, pathological, clinical and biological markers are known prognostic factors for survival o...

Descripción completa

Detalles Bibliográficos
Autores principales: Fröhlich, Fabienne, Ramelyte, Egle, Turko, Patrick, Dzung, Andreas, Freiberger, Sandra N., Mangana, Joanna, Levesque, Mitchell P., Dummer, Reinhard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10418148/
https://www.ncbi.nlm.nih.gov/pubmed/37568633
http://dx.doi.org/10.3390/cancers15153818
_version_ 1785088205608976384
author Fröhlich, Fabienne
Ramelyte, Egle
Turko, Patrick
Dzung, Andreas
Freiberger, Sandra N.
Mangana, Joanna
Levesque, Mitchell P.
Dummer, Reinhard
author_facet Fröhlich, Fabienne
Ramelyte, Egle
Turko, Patrick
Dzung, Andreas
Freiberger, Sandra N.
Mangana, Joanna
Levesque, Mitchell P.
Dummer, Reinhard
author_sort Fröhlich, Fabienne
collection PubMed
description SIMPLE SUMMARY: Although immunotherapy and targeted therapy have dramatically improved melanoma survival, some patients rapidly progress and decease within a few months after a stage IV diagnosis. Up until now, pathological, clinical and biological markers are known prognostic factors for survival of melanoma, while still no prognostic genetic alterations have been identified. Therefore, we aimed to find genetic alterations that predict a short or long survival by sequencing 190 melanoma-related genes of tumor material from 79 patients to contribute to the growing body of knowledge regarding mutational profiling. While no individual gene mutations or combinations of alterations could be linked to overall survival in our study cohort, a clock-like mutational signature according to the Catalog of Somatic Mutations in Cancer (COSMIC) was associated with poor survival whereas a UV mutational signature was prognostic for a longer survival. Those findings are congruent with earlier findings of other authors. Therefore, the prognostic relevance of mutational signatures must be further evaluated in prospective studies. ABSTRACT: Novel treatment modalities comprising immune checkpoint inhibitors and targeted therapies have revolutionized treatment of metastatic melanoma. Still, some patients suffer from rapid progression and decease within months after a diagnosis of stage IV melanoma. We aimed to assess whether genomic alterations may predict survival after the development of stage IV disease, irrespective of received therapy. We analyzed tumor samples of 79 patients with stage IV melanoma using a custom next-generation gene-sequencing panel, MelArray, designed to detect alterations in 190 melanoma-relevant genes. We classified the patients: first, as short survivors (survival ≤6 months after stage IV disease, n = 22) and long survivors (survival >6 months, n = 57); second, by using a cut-off of one year; and third, by comparing the longest surviving 20 patients to the shortest surviving 20. Among analyzed genes, no individual gene alterations, or combinations of alterations, could be dichotomously associated with survival. However, the cohort’s mutational profiles closely matched three known mutational signatures curated by the Catalog of Somatic Mutations in Cancer (COSMIC): UV signature COSMIC_7 (cosine-similarity 0.932), clock-like signature COSMIC_5 (cosine-similarity 0.829), and COSMIC_30 (cosine-similarity 0.726). Patients with UV signature had longer survival compared to patients with clock-like and COSMIC 30 (p < 0.0001). Subgroup dichotomization at 6 months showed that 75% of patients with UV signature survived longer than 6 months, and about 75% of patients with clock-like signature survived less than 6 months after development of stage IV disease. In our cohort, clock-like COSMIC_5 mutational signature predicted poor survival while a UV signature COSMIC_7 predicted longer survival. The prognostic value of mutational signatures should be evaluated in prospective studies.
format Online
Article
Text
id pubmed-10418148
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-104181482023-08-12 Clock-like Mutation Signature May Be Prognostic for Worse Survival Than Signatures of UV Damage in Cutaneous Melanoma Fröhlich, Fabienne Ramelyte, Egle Turko, Patrick Dzung, Andreas Freiberger, Sandra N. Mangana, Joanna Levesque, Mitchell P. Dummer, Reinhard Cancers (Basel) Article SIMPLE SUMMARY: Although immunotherapy and targeted therapy have dramatically improved melanoma survival, some patients rapidly progress and decease within a few months after a stage IV diagnosis. Up until now, pathological, clinical and biological markers are known prognostic factors for survival of melanoma, while still no prognostic genetic alterations have been identified. Therefore, we aimed to find genetic alterations that predict a short or long survival by sequencing 190 melanoma-related genes of tumor material from 79 patients to contribute to the growing body of knowledge regarding mutational profiling. While no individual gene mutations or combinations of alterations could be linked to overall survival in our study cohort, a clock-like mutational signature according to the Catalog of Somatic Mutations in Cancer (COSMIC) was associated with poor survival whereas a UV mutational signature was prognostic for a longer survival. Those findings are congruent with earlier findings of other authors. Therefore, the prognostic relevance of mutational signatures must be further evaluated in prospective studies. ABSTRACT: Novel treatment modalities comprising immune checkpoint inhibitors and targeted therapies have revolutionized treatment of metastatic melanoma. Still, some patients suffer from rapid progression and decease within months after a diagnosis of stage IV melanoma. We aimed to assess whether genomic alterations may predict survival after the development of stage IV disease, irrespective of received therapy. We analyzed tumor samples of 79 patients with stage IV melanoma using a custom next-generation gene-sequencing panel, MelArray, designed to detect alterations in 190 melanoma-relevant genes. We classified the patients: first, as short survivors (survival ≤6 months after stage IV disease, n = 22) and long survivors (survival >6 months, n = 57); second, by using a cut-off of one year; and third, by comparing the longest surviving 20 patients to the shortest surviving 20. Among analyzed genes, no individual gene alterations, or combinations of alterations, could be dichotomously associated with survival. However, the cohort’s mutational profiles closely matched three known mutational signatures curated by the Catalog of Somatic Mutations in Cancer (COSMIC): UV signature COSMIC_7 (cosine-similarity 0.932), clock-like signature COSMIC_5 (cosine-similarity 0.829), and COSMIC_30 (cosine-similarity 0.726). Patients with UV signature had longer survival compared to patients with clock-like and COSMIC 30 (p < 0.0001). Subgroup dichotomization at 6 months showed that 75% of patients with UV signature survived longer than 6 months, and about 75% of patients with clock-like signature survived less than 6 months after development of stage IV disease. In our cohort, clock-like COSMIC_5 mutational signature predicted poor survival while a UV signature COSMIC_7 predicted longer survival. The prognostic value of mutational signatures should be evaluated in prospective studies. MDPI 2023-07-27 /pmc/articles/PMC10418148/ /pubmed/37568633 http://dx.doi.org/10.3390/cancers15153818 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Fröhlich, Fabienne
Ramelyte, Egle
Turko, Patrick
Dzung, Andreas
Freiberger, Sandra N.
Mangana, Joanna
Levesque, Mitchell P.
Dummer, Reinhard
Clock-like Mutation Signature May Be Prognostic for Worse Survival Than Signatures of UV Damage in Cutaneous Melanoma
title Clock-like Mutation Signature May Be Prognostic for Worse Survival Than Signatures of UV Damage in Cutaneous Melanoma
title_full Clock-like Mutation Signature May Be Prognostic for Worse Survival Than Signatures of UV Damage in Cutaneous Melanoma
title_fullStr Clock-like Mutation Signature May Be Prognostic for Worse Survival Than Signatures of UV Damage in Cutaneous Melanoma
title_full_unstemmed Clock-like Mutation Signature May Be Prognostic for Worse Survival Than Signatures of UV Damage in Cutaneous Melanoma
title_short Clock-like Mutation Signature May Be Prognostic for Worse Survival Than Signatures of UV Damage in Cutaneous Melanoma
title_sort clock-like mutation signature may be prognostic for worse survival than signatures of uv damage in cutaneous melanoma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10418148/
https://www.ncbi.nlm.nih.gov/pubmed/37568633
http://dx.doi.org/10.3390/cancers15153818
work_keys_str_mv AT frohlichfabienne clocklikemutationsignaturemaybeprognosticforworsesurvivalthansignaturesofuvdamageincutaneousmelanoma
AT ramelyteegle clocklikemutationsignaturemaybeprognosticforworsesurvivalthansignaturesofuvdamageincutaneousmelanoma
AT turkopatrick clocklikemutationsignaturemaybeprognosticforworsesurvivalthansignaturesofuvdamageincutaneousmelanoma
AT dzungandreas clocklikemutationsignaturemaybeprognosticforworsesurvivalthansignaturesofuvdamageincutaneousmelanoma
AT freibergersandran clocklikemutationsignaturemaybeprognosticforworsesurvivalthansignaturesofuvdamageincutaneousmelanoma
AT manganajoanna clocklikemutationsignaturemaybeprognosticforworsesurvivalthansignaturesofuvdamageincutaneousmelanoma
AT levesquemitchellp clocklikemutationsignaturemaybeprognosticforworsesurvivalthansignaturesofuvdamageincutaneousmelanoma
AT dummerreinhard clocklikemutationsignaturemaybeprognosticforworsesurvivalthansignaturesofuvdamageincutaneousmelanoma