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Analysis of Alternative mRNA Splicing in Vemurafenib-Resistant Melanoma Cells
SIMPLE SUMMARY: Alternative splicing (AS) is one of the hallmarks of human cancer. One of the most common mechanisms of vemurafenib resistance in malignant melanoma is AS of BRAF, occurring in 15–30% of patients. The aim of our study was to investigate the transcriptome and AS D04landscape in the is...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9312936/ https://www.ncbi.nlm.nih.gov/pubmed/35883549 http://dx.doi.org/10.3390/biom12070993 |
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author | Bokharaie, Honey Kolch, Walter Krstic, Aleksandar |
author_facet | Bokharaie, Honey Kolch, Walter Krstic, Aleksandar |
author_sort | Bokharaie, Honey |
collection | PubMed |
description | SIMPLE SUMMARY: Alternative splicing (AS) is one of the hallmarks of human cancer. One of the most common mechanisms of vemurafenib resistance in malignant melanoma is AS of BRAF, occurring in 15–30% of patients. The aim of our study was to investigate the transcriptome and AS D04landscape in the isogenic BRAF V600E cell line pair SK-MEL-239, where the vemurafenib-resistant derivative expresses a truncated BRAF transcript that lacks the RAS-binding domain. Transcriptome analysis showed differential expression of spliceosome components between the two cell lines. AS analysis, by four different tools, DEXSeq, rMATS, ASpli, and LeafCutter, has identified genes enriched for cell motility and melanin synthesis in vemurafenib-resistant cells. Overlapping predictions for all four tools have been experimentally validated. Our study expands the understanding of melanoma drug resistance from a new perspective and supports the need to investigate in detail the aberrant AS landscape in patients with malignant melanoma. ABSTRACT: Alternative mRNA splicing is common in cancers. In BRAF V600E-mutated malignant melanoma, a frequent mechanism of acquired resistance to BRAF inhibitors involves alternative splicing (AS) of BRAF. The resulting shortened BRAF protein constitutively dimerizes and conveys drug resistance. Here, we have analysed AS in SK-MEL-239 melanoma cells and a BRAF inhibitor (vemurafenib)-resistant derivative that expresses an AS, shortened BRAF V600E transcript. Transcriptome analysis showed differential expression of spliceosome components between the two cell lines. As there is no consensus approach to analysing AS events, we used and compared four common AS softwares based on different principles, DEXSeq, rMATS, ASpli, and LeafCutter. Two of them correctly identified the BRAF V600E AS in the vemurafenib-resistant cells. Only 12 AS events were identified by all four softwares. Testing the AS predictions experimentally showed that these overlapping predictions are highly accurate. Interestingly, they identified AS caused alterations in the expression of melanin synthesis and cell migration genes in the vemurafenib-resistant cells. This analysis shows that combining different AS analysis approaches produces reliable results and meaningful, biologically testable hypotheses. |
format | Online Article Text |
id | pubmed-9312936 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-93129362022-07-26 Analysis of Alternative mRNA Splicing in Vemurafenib-Resistant Melanoma Cells Bokharaie, Honey Kolch, Walter Krstic, Aleksandar Biomolecules Article SIMPLE SUMMARY: Alternative splicing (AS) is one of the hallmarks of human cancer. One of the most common mechanisms of vemurafenib resistance in malignant melanoma is AS of BRAF, occurring in 15–30% of patients. The aim of our study was to investigate the transcriptome and AS D04landscape in the isogenic BRAF V600E cell line pair SK-MEL-239, where the vemurafenib-resistant derivative expresses a truncated BRAF transcript that lacks the RAS-binding domain. Transcriptome analysis showed differential expression of spliceosome components between the two cell lines. AS analysis, by four different tools, DEXSeq, rMATS, ASpli, and LeafCutter, has identified genes enriched for cell motility and melanin synthesis in vemurafenib-resistant cells. Overlapping predictions for all four tools have been experimentally validated. Our study expands the understanding of melanoma drug resistance from a new perspective and supports the need to investigate in detail the aberrant AS landscape in patients with malignant melanoma. ABSTRACT: Alternative mRNA splicing is common in cancers. In BRAF V600E-mutated malignant melanoma, a frequent mechanism of acquired resistance to BRAF inhibitors involves alternative splicing (AS) of BRAF. The resulting shortened BRAF protein constitutively dimerizes and conveys drug resistance. Here, we have analysed AS in SK-MEL-239 melanoma cells and a BRAF inhibitor (vemurafenib)-resistant derivative that expresses an AS, shortened BRAF V600E transcript. Transcriptome analysis showed differential expression of spliceosome components between the two cell lines. As there is no consensus approach to analysing AS events, we used and compared four common AS softwares based on different principles, DEXSeq, rMATS, ASpli, and LeafCutter. Two of them correctly identified the BRAF V600E AS in the vemurafenib-resistant cells. Only 12 AS events were identified by all four softwares. Testing the AS predictions experimentally showed that these overlapping predictions are highly accurate. Interestingly, they identified AS caused alterations in the expression of melanin synthesis and cell migration genes in the vemurafenib-resistant cells. This analysis shows that combining different AS analysis approaches produces reliable results and meaningful, biologically testable hypotheses. MDPI 2022-07-17 /pmc/articles/PMC9312936/ /pubmed/35883549 http://dx.doi.org/10.3390/biom12070993 Text en © 2022 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 Bokharaie, Honey Kolch, Walter Krstic, Aleksandar Analysis of Alternative mRNA Splicing in Vemurafenib-Resistant Melanoma Cells |
title | Analysis of Alternative mRNA Splicing in Vemurafenib-Resistant Melanoma Cells |
title_full | Analysis of Alternative mRNA Splicing in Vemurafenib-Resistant Melanoma Cells |
title_fullStr | Analysis of Alternative mRNA Splicing in Vemurafenib-Resistant Melanoma Cells |
title_full_unstemmed | Analysis of Alternative mRNA Splicing in Vemurafenib-Resistant Melanoma Cells |
title_short | Analysis of Alternative mRNA Splicing in Vemurafenib-Resistant Melanoma Cells |
title_sort | analysis of alternative mrna splicing in vemurafenib-resistant melanoma cells |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9312936/ https://www.ncbi.nlm.nih.gov/pubmed/35883549 http://dx.doi.org/10.3390/biom12070993 |
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