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Cell-type-specific expression quantitative trait loci associated with Alzheimer disease in blood and brain tissue
Because regulation of gene expression is heritable and context-dependent, we investigated AD-related gene expression patterns in cell types in blood and brain. Cis-expression quantitative trait locus (eQTL) mapping was performed genome-wide in blood from 5257 Framingham Heart Study (FHS) participant...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8079392/ https://www.ncbi.nlm.nih.gov/pubmed/33907181 http://dx.doi.org/10.1038/s41398-021-01373-z |
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author | Patel, Devanshi Zhang, Xiaoling Farrell, John J. Chung, Jaeyoon Stein, Thor D. Lunetta, Kathryn L. Farrer, Lindsay A. |
author_facet | Patel, Devanshi Zhang, Xiaoling Farrell, John J. Chung, Jaeyoon Stein, Thor D. Lunetta, Kathryn L. Farrer, Lindsay A. |
author_sort | Patel, Devanshi |
collection | PubMed |
description | Because regulation of gene expression is heritable and context-dependent, we investigated AD-related gene expression patterns in cell types in blood and brain. Cis-expression quantitative trait locus (eQTL) mapping was performed genome-wide in blood from 5257 Framingham Heart Study (FHS) participants and in brain donated by 475 Religious Orders Study/Memory & Aging Project (ROSMAP) participants. The association of gene expression with genotypes for all cis SNPs within 1 Mb of genes was evaluated using linear regression models for unrelated subjects and linear-mixed models for related subjects. Cell-type-specific eQTL (ct-eQTL) models included an interaction term for the expression of “proxy” genes that discriminate particular cell type. Ct-eQTL analysis identified 11,649 and 2533 additional significant gene-SNP eQTL pairs in brain and blood, respectively, that were not detected in generic eQTL analysis. Of note, 386 unique target eGenes of significant eQTLs shared between blood and brain were enriched in apoptosis and Wnt signaling pathways. Five of these shared genes are established AD loci. The potential importance and relevance to AD of significant results in myeloid cell types is supported by the observation that a large portion of GWS ct-eQTLs map within 1 Mb of established AD loci and 58% (23/40) of the most significant eGenes in these eQTLs have previously been implicated in AD. This study identified cell-type-specific expression patterns for established and potentially novel AD genes, found additional evidence for the role of myeloid cells in AD risk, and discovered potential novel blood and brain AD biomarkers that highlight the importance of cell-type-specific analysis. |
format | Online Article Text |
id | pubmed-8079392 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-80793922021-05-05 Cell-type-specific expression quantitative trait loci associated with Alzheimer disease in blood and brain tissue Patel, Devanshi Zhang, Xiaoling Farrell, John J. Chung, Jaeyoon Stein, Thor D. Lunetta, Kathryn L. Farrer, Lindsay A. Transl Psychiatry Article Because regulation of gene expression is heritable and context-dependent, we investigated AD-related gene expression patterns in cell types in blood and brain. Cis-expression quantitative trait locus (eQTL) mapping was performed genome-wide in blood from 5257 Framingham Heart Study (FHS) participants and in brain donated by 475 Religious Orders Study/Memory & Aging Project (ROSMAP) participants. The association of gene expression with genotypes for all cis SNPs within 1 Mb of genes was evaluated using linear regression models for unrelated subjects and linear-mixed models for related subjects. Cell-type-specific eQTL (ct-eQTL) models included an interaction term for the expression of “proxy” genes that discriminate particular cell type. Ct-eQTL analysis identified 11,649 and 2533 additional significant gene-SNP eQTL pairs in brain and blood, respectively, that were not detected in generic eQTL analysis. Of note, 386 unique target eGenes of significant eQTLs shared between blood and brain were enriched in apoptosis and Wnt signaling pathways. Five of these shared genes are established AD loci. The potential importance and relevance to AD of significant results in myeloid cell types is supported by the observation that a large portion of GWS ct-eQTLs map within 1 Mb of established AD loci and 58% (23/40) of the most significant eGenes in these eQTLs have previously been implicated in AD. This study identified cell-type-specific expression patterns for established and potentially novel AD genes, found additional evidence for the role of myeloid cells in AD risk, and discovered potential novel blood and brain AD biomarkers that highlight the importance of cell-type-specific analysis. Nature Publishing Group UK 2021-04-27 /pmc/articles/PMC8079392/ /pubmed/33907181 http://dx.doi.org/10.1038/s41398-021-01373-z Text en © The Author(s) 2021 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 Patel, Devanshi Zhang, Xiaoling Farrell, John J. Chung, Jaeyoon Stein, Thor D. Lunetta, Kathryn L. Farrer, Lindsay A. Cell-type-specific expression quantitative trait loci associated with Alzheimer disease in blood and brain tissue |
title | Cell-type-specific expression quantitative trait loci associated with Alzheimer disease in blood and brain tissue |
title_full | Cell-type-specific expression quantitative trait loci associated with Alzheimer disease in blood and brain tissue |
title_fullStr | Cell-type-specific expression quantitative trait loci associated with Alzheimer disease in blood and brain tissue |
title_full_unstemmed | Cell-type-specific expression quantitative trait loci associated with Alzheimer disease in blood and brain tissue |
title_short | Cell-type-specific expression quantitative trait loci associated with Alzheimer disease in blood and brain tissue |
title_sort | cell-type-specific expression quantitative trait loci associated with alzheimer disease in blood and brain tissue |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8079392/ https://www.ncbi.nlm.nih.gov/pubmed/33907181 http://dx.doi.org/10.1038/s41398-021-01373-z |
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