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Novel Approach Combining Transcriptional and Evolutionary Signatures to Identify New Multiciliation Genes

Multiciliogenesis is a complex process that allows the generation of hundreds of motile cilia on the surface of specialized cells, to create fluid flow across epithelial surfaces. Dysfunction of human multiciliated cells is associated with diseases of the brain, airway and reproductive tracts. Despi...

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Autores principales: Defosset, Audrey, Merlat, Dorine, Poidevin, Laetitia, Nevers, Yannis, Kress, Arnaud, Poch, Olivier, Lecompte, Odile
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8470418/
https://www.ncbi.nlm.nih.gov/pubmed/34573434
http://dx.doi.org/10.3390/genes12091452
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author Defosset, Audrey
Merlat, Dorine
Poidevin, Laetitia
Nevers, Yannis
Kress, Arnaud
Poch, Olivier
Lecompte, Odile
author_facet Defosset, Audrey
Merlat, Dorine
Poidevin, Laetitia
Nevers, Yannis
Kress, Arnaud
Poch, Olivier
Lecompte, Odile
author_sort Defosset, Audrey
collection PubMed
description Multiciliogenesis is a complex process that allows the generation of hundreds of motile cilia on the surface of specialized cells, to create fluid flow across epithelial surfaces. Dysfunction of human multiciliated cells is associated with diseases of the brain, airway and reproductive tracts. Despite recent efforts to characterize the transcriptional events responsible for the differentiation of multiciliated cells, a lot of actors remain to be identified. In this work, we capitalize on the ever-growing quantity of high-throughput data to search for new candidate genes involved in multiciliation. After performing a large-scale screening using 10 transcriptomics datasets dedicated to multiciliation, we established a specific evolutionary signature involving Otomorpha fish to use as a criterion to select the most likely targets. Combining both approaches highlighted a list of 114 potential multiciliated candidates. We characterized these genes first by generating protein interaction networks, which showed various clusters of ciliated and multiciliated genes, and then by computing phylogenetic profiles. In the end, we selected 11 poorly characterized genes that seem like particularly promising multiciliated candidates. By combining functional and comparative genomics methods, we developed a novel type of approach to study biological processes and identify new promising candidates linked to that process.
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spelling pubmed-84704182021-09-27 Novel Approach Combining Transcriptional and Evolutionary Signatures to Identify New Multiciliation Genes Defosset, Audrey Merlat, Dorine Poidevin, Laetitia Nevers, Yannis Kress, Arnaud Poch, Olivier Lecompte, Odile Genes (Basel) Article Multiciliogenesis is a complex process that allows the generation of hundreds of motile cilia on the surface of specialized cells, to create fluid flow across epithelial surfaces. Dysfunction of human multiciliated cells is associated with diseases of the brain, airway and reproductive tracts. Despite recent efforts to characterize the transcriptional events responsible for the differentiation of multiciliated cells, a lot of actors remain to be identified. In this work, we capitalize on the ever-growing quantity of high-throughput data to search for new candidate genes involved in multiciliation. After performing a large-scale screening using 10 transcriptomics datasets dedicated to multiciliation, we established a specific evolutionary signature involving Otomorpha fish to use as a criterion to select the most likely targets. Combining both approaches highlighted a list of 114 potential multiciliated candidates. We characterized these genes first by generating protein interaction networks, which showed various clusters of ciliated and multiciliated genes, and then by computing phylogenetic profiles. In the end, we selected 11 poorly characterized genes that seem like particularly promising multiciliated candidates. By combining functional and comparative genomics methods, we developed a novel type of approach to study biological processes and identify new promising candidates linked to that process. MDPI 2021-09-21 /pmc/articles/PMC8470418/ /pubmed/34573434 http://dx.doi.org/10.3390/genes12091452 Text en © 2021 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
Defosset, Audrey
Merlat, Dorine
Poidevin, Laetitia
Nevers, Yannis
Kress, Arnaud
Poch, Olivier
Lecompte, Odile
Novel Approach Combining Transcriptional and Evolutionary Signatures to Identify New Multiciliation Genes
title Novel Approach Combining Transcriptional and Evolutionary Signatures to Identify New Multiciliation Genes
title_full Novel Approach Combining Transcriptional and Evolutionary Signatures to Identify New Multiciliation Genes
title_fullStr Novel Approach Combining Transcriptional and Evolutionary Signatures to Identify New Multiciliation Genes
title_full_unstemmed Novel Approach Combining Transcriptional and Evolutionary Signatures to Identify New Multiciliation Genes
title_short Novel Approach Combining Transcriptional and Evolutionary Signatures to Identify New Multiciliation Genes
title_sort novel approach combining transcriptional and evolutionary signatures to identify new multiciliation genes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8470418/
https://www.ncbi.nlm.nih.gov/pubmed/34573434
http://dx.doi.org/10.3390/genes12091452
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