Genome-Wide Analysis of Long Non-Coding RNA Profiles in Canine Oral Melanomas
Mucosal melanomas (MM) are rare aggressive cancers in humans, and one of the most common forms of oral cancers in dogs. Similar biological and histological features are shared between MM in both species, making dogs a powerful model for comparative oncology studies of melanomas. Although exome seque...
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doaj-3d3d8cf6f9a5492fabe684ef507252f62020-11-24T21:20:55ZengMDPI AGGenes2073-44252019-06-0110647710.3390/genes10060477genes10060477Genome-Wide Analysis of Long Non-Coding RNA Profiles in Canine Oral MelanomasChristophe Hitte0Céline Le Béguec1Edouard Cadieu2Valentin Wucher3Aline Primot4Anaïs Prouteau5Nadine Botherel6Benoît Hédan7Kerstin Lindblad-Toh8Catherine André9Thomas Derrien10University of Rennes, CNRS, IGDR—UMR 6290, F-35000 Rennes, FranceUniversity of Rennes, CNRS, IGDR—UMR 6290, F-35000 Rennes, FranceUniversity of Rennes, CNRS, IGDR—UMR 6290, F-35000 Rennes, FranceCentre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, 08003 Barcelona, SpainUniversity of Rennes, CNRS, IGDR—UMR 6290, F-35000 Rennes, FranceUniversity of Rennes, CNRS, IGDR—UMR 6290, F-35000 Rennes, FranceUniversity of Rennes, CNRS, IGDR—UMR 6290, F-35000 Rennes, FranceUniversity of Rennes, CNRS, IGDR—UMR 6290, F-35000 Rennes, FranceBroad Institute of MIT and Harvard, Cambridge, MA 02142, USAUniversity of Rennes, CNRS, IGDR—UMR 6290, F-35000 Rennes, FranceUniversity of Rennes, CNRS, IGDR—UMR 6290, F-35000 Rennes, FranceMucosal melanomas (MM) are rare aggressive cancers in humans, and one of the most common forms of oral cancers in dogs. Similar biological and histological features are shared between MM in both species, making dogs a powerful model for comparative oncology studies of melanomas. Although exome sequencing recently identified recurrent coding mutations in canine MM, little is known about changes in non-coding gene expression, and more particularly, in canine long non-coding RNAs (lncRNAs), which are commonly dysregulated in human cancers. Here, we sampled a large cohort (<i>n</i> = 52) of canine normal/tumor oral MM from three predisposed breeds (poodles, Labrador retrievers, and golden retrievers), and used deep transcriptome sequencing to identify more than 400 differentially expressed (DE) lncRNAs. We further prioritized candidate lncRNAs by comparative genomic analysis to pinpoint 26 dog−human conserved DE lncRNAs, including <i>SOX21-AS</i>, <i>ZEB2-AS</i>, and <i>CASC15</i> lncRNAs. Using unsupervised co-expression network analysis with coding genes, we inferred the potential functions of the DE lncRNAs, suggesting associations with cancer-related genes, cell cycle, and carbohydrate metabolism Gene Ontology (GO) terms. Finally, we exploited our multi-breed design to identify DE lncRNAs within breeds. This study provides a unique transcriptomic resource for studying oral melanoma in dogs, and highlights lncRNAs that may potentially be diagnostic or therapeutic targets for human and veterinary medicine.https://www.mdpi.com/2073-4425/10/6/477mucosal melanomadogstranscriptome sequencinglong non-coding RNAs (lncRNAs) |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Christophe Hitte Céline Le Béguec Edouard Cadieu Valentin Wucher Aline Primot Anaïs Prouteau Nadine Botherel Benoît Hédan Kerstin Lindblad-Toh Catherine André Thomas Derrien |
spellingShingle |
Christophe Hitte Céline Le Béguec Edouard Cadieu Valentin Wucher Aline Primot Anaïs Prouteau Nadine Botherel Benoît Hédan Kerstin Lindblad-Toh Catherine André Thomas Derrien Genome-Wide Analysis of Long Non-Coding RNA Profiles in Canine Oral Melanomas Genes mucosal melanoma dogs transcriptome sequencing long non-coding RNAs (lncRNAs) |
author_facet |
Christophe Hitte Céline Le Béguec Edouard Cadieu Valentin Wucher Aline Primot Anaïs Prouteau Nadine Botherel Benoît Hédan Kerstin Lindblad-Toh Catherine André Thomas Derrien |
author_sort |
Christophe Hitte |
title |
Genome-Wide Analysis of Long Non-Coding RNA Profiles in Canine Oral Melanomas |
title_short |
Genome-Wide Analysis of Long Non-Coding RNA Profiles in Canine Oral Melanomas |
title_full |
Genome-Wide Analysis of Long Non-Coding RNA Profiles in Canine Oral Melanomas |
title_fullStr |
Genome-Wide Analysis of Long Non-Coding RNA Profiles in Canine Oral Melanomas |
title_full_unstemmed |
Genome-Wide Analysis of Long Non-Coding RNA Profiles in Canine Oral Melanomas |
title_sort |
genome-wide analysis of long non-coding rna profiles in canine oral melanomas |
publisher |
MDPI AG |
series |
Genes |
issn |
2073-4425 |
publishDate |
2019-06-01 |
description |
Mucosal melanomas (MM) are rare aggressive cancers in humans, and one of the most common forms of oral cancers in dogs. Similar biological and histological features are shared between MM in both species, making dogs a powerful model for comparative oncology studies of melanomas. Although exome sequencing recently identified recurrent coding mutations in canine MM, little is known about changes in non-coding gene expression, and more particularly, in canine long non-coding RNAs (lncRNAs), which are commonly dysregulated in human cancers. Here, we sampled a large cohort (<i>n</i> = 52) of canine normal/tumor oral MM from three predisposed breeds (poodles, Labrador retrievers, and golden retrievers), and used deep transcriptome sequencing to identify more than 400 differentially expressed (DE) lncRNAs. We further prioritized candidate lncRNAs by comparative genomic analysis to pinpoint 26 dog−human conserved DE lncRNAs, including <i>SOX21-AS</i>, <i>ZEB2-AS</i>, and <i>CASC15</i> lncRNAs. Using unsupervised co-expression network analysis with coding genes, we inferred the potential functions of the DE lncRNAs, suggesting associations with cancer-related genes, cell cycle, and carbohydrate metabolism Gene Ontology (GO) terms. Finally, we exploited our multi-breed design to identify DE lncRNAs within breeds. This study provides a unique transcriptomic resource for studying oral melanoma in dogs, and highlights lncRNAs that may potentially be diagnostic or therapeutic targets for human and veterinary medicine. |
topic |
mucosal melanoma dogs transcriptome sequencing long non-coding RNAs (lncRNAs) |
url |
https://www.mdpi.com/2073-4425/10/6/477 |
work_keys_str_mv |
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