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Integrative transcriptome-wide analysis of atopic dermatitis for drug repositioning
Atopic dermatitis (AD) is one of the most common inflammatory skin diseases, which significantly impact the quality of life. Transcriptome-wide association study (TWAS) was conducted to estimate both transcriptomic and genomic features of AD and detected significant associations between 31 expressio...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9213508/ https://www.ncbi.nlm.nih.gov/pubmed/35729261 http://dx.doi.org/10.1038/s42003-022-03564-w |
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author | Song, Jaeseung Kim, Daeun Lee, Sora Jung, Junghyun Joo, Jong Wha J. Jang, Wonhee |
author_facet | Song, Jaeseung Kim, Daeun Lee, Sora Jung, Junghyun Joo, Jong Wha J. Jang, Wonhee |
author_sort | Song, Jaeseung |
collection | PubMed |
description | Atopic dermatitis (AD) is one of the most common inflammatory skin diseases, which significantly impact the quality of life. Transcriptome-wide association study (TWAS) was conducted to estimate both transcriptomic and genomic features of AD and detected significant associations between 31 expression quantitative loci and 25 genes. Our results replicated well-known genetic markers for AD, as well as 4 novel associated genes. Next, transcriptome meta-analysis was conducted with 5 studies retrieved from public databases and identified 5 additional novel susceptibility genes for AD. Applying the connectivity map to the results from TWAS and meta-analysis, robustly enriched perturbations were identified and their chemical or functional properties were analyzed. Here, we report the first research on integrative approaches for an AD, combining TWAS and transcriptome meta-analysis. Together, our findings could provide a comprehensive understanding of the pathophysiologic mechanisms of AD and suggest potential drug candidates as alternative treatment options. |
format | Online Article Text |
id | pubmed-9213508 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-92135082022-06-23 Integrative transcriptome-wide analysis of atopic dermatitis for drug repositioning Song, Jaeseung Kim, Daeun Lee, Sora Jung, Junghyun Joo, Jong Wha J. Jang, Wonhee Commun Biol Article Atopic dermatitis (AD) is one of the most common inflammatory skin diseases, which significantly impact the quality of life. Transcriptome-wide association study (TWAS) was conducted to estimate both transcriptomic and genomic features of AD and detected significant associations between 31 expression quantitative loci and 25 genes. Our results replicated well-known genetic markers for AD, as well as 4 novel associated genes. Next, transcriptome meta-analysis was conducted with 5 studies retrieved from public databases and identified 5 additional novel susceptibility genes for AD. Applying the connectivity map to the results from TWAS and meta-analysis, robustly enriched perturbations were identified and their chemical or functional properties were analyzed. Here, we report the first research on integrative approaches for an AD, combining TWAS and transcriptome meta-analysis. Together, our findings could provide a comprehensive understanding of the pathophysiologic mechanisms of AD and suggest potential drug candidates as alternative treatment options. Nature Publishing Group UK 2022-06-22 /pmc/articles/PMC9213508/ /pubmed/35729261 http://dx.doi.org/10.1038/s42003-022-03564-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Song, Jaeseung Kim, Daeun Lee, Sora Jung, Junghyun Joo, Jong Wha J. Jang, Wonhee Integrative transcriptome-wide analysis of atopic dermatitis for drug repositioning |
title | Integrative transcriptome-wide analysis of atopic dermatitis for drug repositioning |
title_full | Integrative transcriptome-wide analysis of atopic dermatitis for drug repositioning |
title_fullStr | Integrative transcriptome-wide analysis of atopic dermatitis for drug repositioning |
title_full_unstemmed | Integrative transcriptome-wide analysis of atopic dermatitis for drug repositioning |
title_short | Integrative transcriptome-wide analysis of atopic dermatitis for drug repositioning |
title_sort | integrative transcriptome-wide analysis of atopic dermatitis for drug repositioning |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9213508/ https://www.ncbi.nlm.nih.gov/pubmed/35729261 http://dx.doi.org/10.1038/s42003-022-03564-w |
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