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Genome- and Transcriptome-Wide Association Studies Identify Susceptibility Genes and Pathways for Periodontitis
Several genes associated with periodontitis have been identified through genome-wide association studies (GWAS); however, known genes only explain a minority of the estimated heritability. We aimed to explore more susceptibility genes and the underlying mechanisms of periodontitis. Firstly, a genome...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9818314/ https://www.ncbi.nlm.nih.gov/pubmed/36611863 http://dx.doi.org/10.3390/cells12010070 |
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author | Zhu, Guirong Cui, Xing Fan, Liwen Pan, Yongchu Wang, Lin |
author_facet | Zhu, Guirong Cui, Xing Fan, Liwen Pan, Yongchu Wang, Lin |
author_sort | Zhu, Guirong |
collection | PubMed |
description | Several genes associated with periodontitis have been identified through genome-wide association studies (GWAS); however, known genes only explain a minority of the estimated heritability. We aimed to explore more susceptibility genes and the underlying mechanisms of periodontitis. Firstly, a genome-wide meta-analysis of 38,532 patients and 316,185 healthy controls was performed. Then, cross- and single-tissue transcriptome-wide association studies (TWAS) were conducted based on GWAS summary statistics and the Genotype-Tissue Expression (GTEx) project. Risk genes were evaluated to determine if they were differentially expressed in periodontitis sites compared with unaffected sites using public datasets. Finally, gene co-expression network analysis was conducted to identify the functional biology of the susceptible genes. A total of eight single nucleotide polymorphisms (SNPs) within the introns of lncRNA LINC02141 approached genome-wide significance after meta-analysis. EZH1 was identified as a novel susceptibility gene for periodontitis by TWAS and was significantly upregulated in periodontitis-affected gingival tissues. EZH1 co-expression genes were greatly enriched in the cell-substrate junction, focal adhesion and other important pathways. Our findings may offer a fundamental clue for comprehending the genetic mechanisms of periodontitis. |
format | Online Article Text |
id | pubmed-9818314 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-98183142023-01-07 Genome- and Transcriptome-Wide Association Studies Identify Susceptibility Genes and Pathways for Periodontitis Zhu, Guirong Cui, Xing Fan, Liwen Pan, Yongchu Wang, Lin Cells Article Several genes associated with periodontitis have been identified through genome-wide association studies (GWAS); however, known genes only explain a minority of the estimated heritability. We aimed to explore more susceptibility genes and the underlying mechanisms of periodontitis. Firstly, a genome-wide meta-analysis of 38,532 patients and 316,185 healthy controls was performed. Then, cross- and single-tissue transcriptome-wide association studies (TWAS) were conducted based on GWAS summary statistics and the Genotype-Tissue Expression (GTEx) project. Risk genes were evaluated to determine if they were differentially expressed in periodontitis sites compared with unaffected sites using public datasets. Finally, gene co-expression network analysis was conducted to identify the functional biology of the susceptible genes. A total of eight single nucleotide polymorphisms (SNPs) within the introns of lncRNA LINC02141 approached genome-wide significance after meta-analysis. EZH1 was identified as a novel susceptibility gene for periodontitis by TWAS and was significantly upregulated in periodontitis-affected gingival tissues. EZH1 co-expression genes were greatly enriched in the cell-substrate junction, focal adhesion and other important pathways. Our findings may offer a fundamental clue for comprehending the genetic mechanisms of periodontitis. MDPI 2022-12-23 /pmc/articles/PMC9818314/ /pubmed/36611863 http://dx.doi.org/10.3390/cells12010070 Text en © 2022 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 Zhu, Guirong Cui, Xing Fan, Liwen Pan, Yongchu Wang, Lin Genome- and Transcriptome-Wide Association Studies Identify Susceptibility Genes and Pathways for Periodontitis |
title | Genome- and Transcriptome-Wide Association Studies Identify Susceptibility Genes and Pathways for Periodontitis |
title_full | Genome- and Transcriptome-Wide Association Studies Identify Susceptibility Genes and Pathways for Periodontitis |
title_fullStr | Genome- and Transcriptome-Wide Association Studies Identify Susceptibility Genes and Pathways for Periodontitis |
title_full_unstemmed | Genome- and Transcriptome-Wide Association Studies Identify Susceptibility Genes and Pathways for Periodontitis |
title_short | Genome- and Transcriptome-Wide Association Studies Identify Susceptibility Genes and Pathways for Periodontitis |
title_sort | genome- and transcriptome-wide association studies identify susceptibility genes and pathways for periodontitis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9818314/ https://www.ncbi.nlm.nih.gov/pubmed/36611863 http://dx.doi.org/10.3390/cells12010070 |
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