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Bioinformatic Integration of Molecular Networks and Major Pathways Involved in Mice Cochlear and Vestibular Supporting Cells

Background: Cochlear and vestibular epithelial non-hair cells (ENHCs) are the supporting elements of the cellular architecture in the organ of Corti and the vestibular neuroepithelium in the inner ear. Intercellular and cell-extracellular matrix interactions are essential to prevent an abnormal ion...

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Autores principales: Requena, Teresa, Gallego-Martinez, Alvaro, Lopez-Escamez, Jose A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5895758/
https://www.ncbi.nlm.nih.gov/pubmed/29674954
http://dx.doi.org/10.3389/fnmol.2018.00108
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author Requena, Teresa
Gallego-Martinez, Alvaro
Lopez-Escamez, Jose A.
author_facet Requena, Teresa
Gallego-Martinez, Alvaro
Lopez-Escamez, Jose A.
author_sort Requena, Teresa
collection PubMed
description Background: Cochlear and vestibular epithelial non-hair cells (ENHCs) are the supporting elements of the cellular architecture in the organ of Corti and the vestibular neuroepithelium in the inner ear. Intercellular and cell-extracellular matrix interactions are essential to prevent an abnormal ion redistribution leading to hearing and vestibular loss. The aim of this study is to define the main pathways and molecular networks in the mouse ENHCs. Methods: We retrieved microarray and RNA-seq datasets from mouse epithelial sensory and non-sensory cells from gEAR portal (http://umgear.org/index.html) and obtained gene expression fold-change between ENHCs and non-epithelial cells (NECs) against HCs for each gene. Differentially expressed genes (DEG) with a log2 fold change between 1 and −1 were discarded. The remaining genes were selected to search for interactions using Ingenuity Pathway Analysis and STRING platform. Specific molecular networks for ENHCs in the cochlea and the vestibular organs were generated and significant pathways were identified. Results: Between 1723 and 1559 DEG were found in the mouse cochlear and vestibular tissues, respectively. Six main pathways showed enrichment in the supporting cells in both tissues: (1) “Inhibition of Matrix Metalloproteases”; (2) “Calcium Transport I”; (3) “Calcium Signaling”; (4) “Leukocyte Extravasation Signaling”; (5) “Signaling by Rho Family GTPases”; and (6) “Axonal Guidance Si”. In the mouse cochlea, ENHCs showed a significant enrichment in 18 pathways highlighting “axonal guidance signaling (AGS)” (p = 4.37 × 10(−8)) and “RhoGDI Signaling” (p = 3.31 × 10(−8)). In the vestibular dataset, there were 20 enriched pathways in ENHCs, the most significant being “Leukocyte Extravasation Signaling” (p = 8.71 × 10(−6)), “Signaling by Rho Family GTPases” (p = 1.20 × 10(−5)) and “Calcium Signaling” (p = 1.20 × 10(−5)). Among the top ranked networks, the most biologically significant network contained the “auditory and vestibular system development and function” terms. We also found 108 genes showing tonotopic gene expression in the cochlear ENHCs. Conclusions: We have predicted the main pathways and molecular networks for ENHCs in the organ of Corti and vestibular neuroepithelium. These pathways will facilitate the design of molecular maps to select novel candidate genes for hearing or vestibular loss to conduct functional studies.
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spelling pubmed-58957582018-04-19 Bioinformatic Integration of Molecular Networks and Major Pathways Involved in Mice Cochlear and Vestibular Supporting Cells Requena, Teresa Gallego-Martinez, Alvaro Lopez-Escamez, Jose A. Front Mol Neurosci Neuroscience Background: Cochlear and vestibular epithelial non-hair cells (ENHCs) are the supporting elements of the cellular architecture in the organ of Corti and the vestibular neuroepithelium in the inner ear. Intercellular and cell-extracellular matrix interactions are essential to prevent an abnormal ion redistribution leading to hearing and vestibular loss. The aim of this study is to define the main pathways and molecular networks in the mouse ENHCs. Methods: We retrieved microarray and RNA-seq datasets from mouse epithelial sensory and non-sensory cells from gEAR portal (http://umgear.org/index.html) and obtained gene expression fold-change between ENHCs and non-epithelial cells (NECs) against HCs for each gene. Differentially expressed genes (DEG) with a log2 fold change between 1 and −1 were discarded. The remaining genes were selected to search for interactions using Ingenuity Pathway Analysis and STRING platform. Specific molecular networks for ENHCs in the cochlea and the vestibular organs were generated and significant pathways were identified. Results: Between 1723 and 1559 DEG were found in the mouse cochlear and vestibular tissues, respectively. Six main pathways showed enrichment in the supporting cells in both tissues: (1) “Inhibition of Matrix Metalloproteases”; (2) “Calcium Transport I”; (3) “Calcium Signaling”; (4) “Leukocyte Extravasation Signaling”; (5) “Signaling by Rho Family GTPases”; and (6) “Axonal Guidance Si”. In the mouse cochlea, ENHCs showed a significant enrichment in 18 pathways highlighting “axonal guidance signaling (AGS)” (p = 4.37 × 10(−8)) and “RhoGDI Signaling” (p = 3.31 × 10(−8)). In the vestibular dataset, there were 20 enriched pathways in ENHCs, the most significant being “Leukocyte Extravasation Signaling” (p = 8.71 × 10(−6)), “Signaling by Rho Family GTPases” (p = 1.20 × 10(−5)) and “Calcium Signaling” (p = 1.20 × 10(−5)). Among the top ranked networks, the most biologically significant network contained the “auditory and vestibular system development and function” terms. We also found 108 genes showing tonotopic gene expression in the cochlear ENHCs. Conclusions: We have predicted the main pathways and molecular networks for ENHCs in the organ of Corti and vestibular neuroepithelium. These pathways will facilitate the design of molecular maps to select novel candidate genes for hearing or vestibular loss to conduct functional studies. Frontiers Media S.A. 2018-04-05 /pmc/articles/PMC5895758/ /pubmed/29674954 http://dx.doi.org/10.3389/fnmol.2018.00108 Text en Copyright © 2018 Requena, Gallego-Martinez and Lopez-Escamez. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Requena, Teresa
Gallego-Martinez, Alvaro
Lopez-Escamez, Jose A.
Bioinformatic Integration of Molecular Networks and Major Pathways Involved in Mice Cochlear and Vestibular Supporting Cells
title Bioinformatic Integration of Molecular Networks and Major Pathways Involved in Mice Cochlear and Vestibular Supporting Cells
title_full Bioinformatic Integration of Molecular Networks and Major Pathways Involved in Mice Cochlear and Vestibular Supporting Cells
title_fullStr Bioinformatic Integration of Molecular Networks and Major Pathways Involved in Mice Cochlear and Vestibular Supporting Cells
title_full_unstemmed Bioinformatic Integration of Molecular Networks and Major Pathways Involved in Mice Cochlear and Vestibular Supporting Cells
title_short Bioinformatic Integration of Molecular Networks and Major Pathways Involved in Mice Cochlear and Vestibular Supporting Cells
title_sort bioinformatic integration of molecular networks and major pathways involved in mice cochlear and vestibular supporting cells
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5895758/
https://www.ncbi.nlm.nih.gov/pubmed/29674954
http://dx.doi.org/10.3389/fnmol.2018.00108
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