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TargetScore used to reveal potential targets of miRNA203 and miRNA-146a in psoriasis by integrating microRNA overexpression and microarray data
OBJECTIVE: Systematic tracking of microRNA (miRNA) targets remains a challenge. In our work, we aimed to use TargetScore to investigate the potential targets of miRNA203 and miRNA-146a in psoriasis by integrating miRNA overexpression information and sequence data, and to further uncover the function...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer Health
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6203501/ https://www.ncbi.nlm.nih.gov/pubmed/30313058 http://dx.doi.org/10.1097/MD.0000000000012671 |
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author | Chen, Hai-Xia Liu, Yan-Song Zhang, Xiu-Jie |
author_facet | Chen, Hai-Xia Liu, Yan-Song Zhang, Xiu-Jie |
author_sort | Chen, Hai-Xia |
collection | PubMed |
description | OBJECTIVE: Systematic tracking of microRNA (miRNA) targets remains a challenge. In our work, we aimed to use TargetScore to investigate the potential targets of miRNA203 and miRNA-146a in psoriasis by integrating miRNA overexpression information and sequence data, and to further uncover the functions of miRNA203 and miRNA-146a in psoriasis. METHODS: This was a case-control bioinformatics analysis using already published microarray data of psoriasis. We calculated targetScores by combining log fold-change and sequence scores obtained from TargetScan context score, probabilities of conserved targeting, and derived the distribution of targetScores. The scoring cutoff was chosen based on the different targetScore distributions for the nonvalidated and validated targets. The potential target genes for miRNA-203 and miRNA-146a were predicted based on the targetScore threshold. To reveal the functions of miRNA-203 and miRNA-146a, we implemented pathway enrichment analyses for the targets of miRNA-203 and miRNA-146a. RESULTS: TargetScore >0.4 was selected as the threshold to filter out less confidence targets because we observed little overlap between the 2 distribution at targetScore = 0.4. Based on the targetScore >0.4, 49 target genes for miRNA-203 and 17 targets for miRNA-146a were identified. Pathway enrichment results showed that the target genes of miRNA-203 (including KIR2DL1, HLA-DQA1, KIR3DL1) only participated in antigen processing and presentation. The target genes of miRNA-146a (covering ADORA3, CYSLTR2, HRH4) were only involved in neuroactive ligand-receptor interaction. CONCLUSION: MiRNA203 and miRNA-146a played important roles in psoriasis progression, partially through regulating the pathways of antigen processing and presentation, and neuroactive ligand-receptor interaction, respectively. |
format | Online Article Text |
id | pubmed-6203501 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Wolters Kluwer Health |
record_format | MEDLINE/PubMed |
spelling | pubmed-62035012018-11-07 TargetScore used to reveal potential targets of miRNA203 and miRNA-146a in psoriasis by integrating microRNA overexpression and microarray data Chen, Hai-Xia Liu, Yan-Song Zhang, Xiu-Jie Medicine (Baltimore) Research Article OBJECTIVE: Systematic tracking of microRNA (miRNA) targets remains a challenge. In our work, we aimed to use TargetScore to investigate the potential targets of miRNA203 and miRNA-146a in psoriasis by integrating miRNA overexpression information and sequence data, and to further uncover the functions of miRNA203 and miRNA-146a in psoriasis. METHODS: This was a case-control bioinformatics analysis using already published microarray data of psoriasis. We calculated targetScores by combining log fold-change and sequence scores obtained from TargetScan context score, probabilities of conserved targeting, and derived the distribution of targetScores. The scoring cutoff was chosen based on the different targetScore distributions for the nonvalidated and validated targets. The potential target genes for miRNA-203 and miRNA-146a were predicted based on the targetScore threshold. To reveal the functions of miRNA-203 and miRNA-146a, we implemented pathway enrichment analyses for the targets of miRNA-203 and miRNA-146a. RESULTS: TargetScore >0.4 was selected as the threshold to filter out less confidence targets because we observed little overlap between the 2 distribution at targetScore = 0.4. Based on the targetScore >0.4, 49 target genes for miRNA-203 and 17 targets for miRNA-146a were identified. Pathway enrichment results showed that the target genes of miRNA-203 (including KIR2DL1, HLA-DQA1, KIR3DL1) only participated in antigen processing and presentation. The target genes of miRNA-146a (covering ADORA3, CYSLTR2, HRH4) were only involved in neuroactive ligand-receptor interaction. CONCLUSION: MiRNA203 and miRNA-146a played important roles in psoriasis progression, partially through regulating the pathways of antigen processing and presentation, and neuroactive ligand-receptor interaction, respectively. Wolters Kluwer Health 2018-10-12 /pmc/articles/PMC6203501/ /pubmed/30313058 http://dx.doi.org/10.1097/MD.0000000000012671 Text en Copyright © 2018 the Author(s). Published by Wolters Kluwer Health, Inc. http://creativecommons.org/licenses/by-nc/4.0 This is an open access article distributed under the terms of the Creative Commons Attribution-Non Commercial License 4.0 (CCBY-NC), where it is permissible to download, share, remix, transform, and buildup the work provided it is properly cited. The work cannot be used commercially without permission from the journal. http://creativecommons.org/licenses/by-nc/4.0 |
spellingShingle | Research Article Chen, Hai-Xia Liu, Yan-Song Zhang, Xiu-Jie TargetScore used to reveal potential targets of miRNA203 and miRNA-146a in psoriasis by integrating microRNA overexpression and microarray data |
title | TargetScore used to reveal potential targets of miRNA203 and miRNA-146a in psoriasis by integrating microRNA overexpression and microarray data |
title_full | TargetScore used to reveal potential targets of miRNA203 and miRNA-146a in psoriasis by integrating microRNA overexpression and microarray data |
title_fullStr | TargetScore used to reveal potential targets of miRNA203 and miRNA-146a in psoriasis by integrating microRNA overexpression and microarray data |
title_full_unstemmed | TargetScore used to reveal potential targets of miRNA203 and miRNA-146a in psoriasis by integrating microRNA overexpression and microarray data |
title_short | TargetScore used to reveal potential targets of miRNA203 and miRNA-146a in psoriasis by integrating microRNA overexpression and microarray data |
title_sort | targetscore used to reveal potential targets of mirna203 and mirna-146a in psoriasis by integrating microrna overexpression and microarray data |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6203501/ https://www.ncbi.nlm.nih.gov/pubmed/30313058 http://dx.doi.org/10.1097/MD.0000000000012671 |
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