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Nonrandom Distribution of miRNAs Genes and Single Nucleotide Variants in Keratoconus Loci

Despite numerous studies, the causes of both development and progression of keratoconus remain elusive. Previous studies of this disorder focused mainly on one or two genetic factors only. However, in the analysis of such complex diseases all potential factors should be taken into consideration. The...

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Autores principales: Nowak, Dorota M., Gajecka, Marzena
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4503774/
https://www.ncbi.nlm.nih.gov/pubmed/26176855
http://dx.doi.org/10.1371/journal.pone.0132143
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author Nowak, Dorota M.
Gajecka, Marzena
author_facet Nowak, Dorota M.
Gajecka, Marzena
author_sort Nowak, Dorota M.
collection PubMed
description Despite numerous studies, the causes of both development and progression of keratoconus remain elusive. Previous studies of this disorder focused mainly on one or two genetic factors only. However, in the analysis of such complex diseases all potential factors should be taken into consideration. The purpose of this study was a comprehensive analysis of known keratoconus loci to uncover genetic factors involved in this disease causation in the general population, which could be omitted in the original studies. In this investigation genomic data available in various databases and experimental own data were assessed. The lists of single nucleotide variants and miRNA genes localized in reported keratoconus loci were obtained from Ensembl and miRBase, respectively. The potential impact of nonsynonymous amino acid substitutions on protein structure and function was assessed with PolyPhen-2 and SIFT. For selected protein genes the ranking was made to choose those most promising for keratoconus development. Ranking results were based on topological features in the protein-protein interaction network. High specificity for the populations in which the causative sequence variants have been identified was found. In addition, the possibility of links between previously analyzed keratoconus loci was confirmed including miRNA-gene interactions. Identified number of genes associated with oxidative stress and inflammatory agents corroborated the hypothesis of their effect on the disease etiology. Distribution of the numerous sequences variants within both exons and mature miRNA which forces you to search for a broader look at the determinants of keratoconus. Our findings highlight the complexity of the keratoconus genetics.
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spelling pubmed-45037742015-07-17 Nonrandom Distribution of miRNAs Genes and Single Nucleotide Variants in Keratoconus Loci Nowak, Dorota M. Gajecka, Marzena PLoS One Research Article Despite numerous studies, the causes of both development and progression of keratoconus remain elusive. Previous studies of this disorder focused mainly on one or two genetic factors only. However, in the analysis of such complex diseases all potential factors should be taken into consideration. The purpose of this study was a comprehensive analysis of known keratoconus loci to uncover genetic factors involved in this disease causation in the general population, which could be omitted in the original studies. In this investigation genomic data available in various databases and experimental own data were assessed. The lists of single nucleotide variants and miRNA genes localized in reported keratoconus loci were obtained from Ensembl and miRBase, respectively. The potential impact of nonsynonymous amino acid substitutions on protein structure and function was assessed with PolyPhen-2 and SIFT. For selected protein genes the ranking was made to choose those most promising for keratoconus development. Ranking results were based on topological features in the protein-protein interaction network. High specificity for the populations in which the causative sequence variants have been identified was found. In addition, the possibility of links between previously analyzed keratoconus loci was confirmed including miRNA-gene interactions. Identified number of genes associated with oxidative stress and inflammatory agents corroborated the hypothesis of their effect on the disease etiology. Distribution of the numerous sequences variants within both exons and mature miRNA which forces you to search for a broader look at the determinants of keratoconus. Our findings highlight the complexity of the keratoconus genetics. Public Library of Science 2015-07-15 /pmc/articles/PMC4503774/ /pubmed/26176855 http://dx.doi.org/10.1371/journal.pone.0132143 Text en © 2015 Nowak, Gajecka http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Nowak, Dorota M.
Gajecka, Marzena
Nonrandom Distribution of miRNAs Genes and Single Nucleotide Variants in Keratoconus Loci
title Nonrandom Distribution of miRNAs Genes and Single Nucleotide Variants in Keratoconus Loci
title_full Nonrandom Distribution of miRNAs Genes and Single Nucleotide Variants in Keratoconus Loci
title_fullStr Nonrandom Distribution of miRNAs Genes and Single Nucleotide Variants in Keratoconus Loci
title_full_unstemmed Nonrandom Distribution of miRNAs Genes and Single Nucleotide Variants in Keratoconus Loci
title_short Nonrandom Distribution of miRNAs Genes and Single Nucleotide Variants in Keratoconus Loci
title_sort nonrandom distribution of mirnas genes and single nucleotide variants in keratoconus loci
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4503774/
https://www.ncbi.nlm.nih.gov/pubmed/26176855
http://dx.doi.org/10.1371/journal.pone.0132143
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