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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Main Authors: Christophe Hitte, Céline Le Béguec, Edouard Cadieu, Valentin Wucher, Aline Primot, Anaïs Prouteau, Nadine Botherel, Benoît Hédan, Kerstin Lindblad-Toh, Catherine André, Thomas Derrien
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Genes
Subjects:
Online Access:https://www.mdpi.com/2073-4425/10/6/477
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spelling 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&#8722;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&#8722;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
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