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Genome-wide association study of brain biochemical phenotypes reveals distinct genetic architecture of Alzheimer’s disease related proteins
BACKGROUND: Alzheimer’s disease (AD) is neuropathologically characterized by amyloid-beta (Aβ) plaques and neurofibrillary tangles. The main protein components of these hallmarks include Aβ40, Aβ42, tau, phosphor-tau, and APOE. We hypothesize that genetic variants influence the levels and solubility...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9825010/ https://www.ncbi.nlm.nih.gov/pubmed/36609403 http://dx.doi.org/10.1186/s13024-022-00592-2 |
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author | Oatman, Stephanie R. Reddy, Joseph S. Quicksall, Zachary Carrasquillo, Minerva M. Wang, Xue Liu, Chia-Chen Yamazaki, Yu Nguyen, Thuy T. Malphrus, Kimberly Heckman, Michael Biswas, Kristi Nho, Kwangsik Baker, Matthew Martens, Yuka A. Zhao, Na Kim, Jun Pyo Risacher, Shannon L. Rademakers, Rosa Saykin, Andrew J. DeTure, Michael Murray, Melissa E. Kanekiyo, Takahisa Dickson, Dennis W. Bu, Guojun Allen, Mariet Ertekin-Taner, Nilüfer |
author_facet | Oatman, Stephanie R. Reddy, Joseph S. Quicksall, Zachary Carrasquillo, Minerva M. Wang, Xue Liu, Chia-Chen Yamazaki, Yu Nguyen, Thuy T. Malphrus, Kimberly Heckman, Michael Biswas, Kristi Nho, Kwangsik Baker, Matthew Martens, Yuka A. Zhao, Na Kim, Jun Pyo Risacher, Shannon L. Rademakers, Rosa Saykin, Andrew J. DeTure, Michael Murray, Melissa E. Kanekiyo, Takahisa Dickson, Dennis W. Bu, Guojun Allen, Mariet Ertekin-Taner, Nilüfer |
author_sort | Oatman, Stephanie R. |
collection | PubMed |
description | BACKGROUND: Alzheimer’s disease (AD) is neuropathologically characterized by amyloid-beta (Aβ) plaques and neurofibrillary tangles. The main protein components of these hallmarks include Aβ40, Aβ42, tau, phosphor-tau, and APOE. We hypothesize that genetic variants influence the levels and solubility of these AD-related proteins in the brain; identifying these may provide key insights into disease pathogenesis. METHODS: Genome-wide genotypes were collected from 441 AD cases, imputed to the haplotype reference consortium (HRC) panel, and filtered for quality and frequency. Temporal cortex levels of five AD-related proteins from three fractions, buffer-soluble (TBS), detergent-soluble (Triton-X = TX), and insoluble (Formic acid = FA), were available for these same individuals. Variants were tested for association with each quantitative biochemical measure using linear regression, and GSA-SNP2 was used to identify enriched Gene Ontology (GO) terms. Implicated variants and genes were further assessed for association with other relevant variables. RESULTS: We identified genome-wide significant associations at seven novel loci and the APOE locus. Genes and variants at these loci also associate with multiple AD-related measures, regulate gene expression, have cell-type specific enrichment, and roles in brain health and other neuropsychiatric diseases. Pathway analysis identified significant enrichment of shared and distinct biological pathways. CONCLUSIONS: Although all biochemical measures tested reflect proteins core to AD pathology, our results strongly suggest that each have unique genetic architecture and biological pathways that influence their specific biochemical states in the brain. Our novel approach of deep brain biochemical endophenotype GWAS has implications for pathophysiology of proteostasis in AD that can guide therapeutic discovery efforts focused on these proteins. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13024-022-00592-2. |
format | Online Article Text |
id | pubmed-9825010 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-98250102023-01-08 Genome-wide association study of brain biochemical phenotypes reveals distinct genetic architecture of Alzheimer’s disease related proteins Oatman, Stephanie R. Reddy, Joseph S. Quicksall, Zachary Carrasquillo, Minerva M. Wang, Xue Liu, Chia-Chen Yamazaki, Yu Nguyen, Thuy T. Malphrus, Kimberly Heckman, Michael Biswas, Kristi Nho, Kwangsik Baker, Matthew Martens, Yuka A. Zhao, Na Kim, Jun Pyo Risacher, Shannon L. Rademakers, Rosa Saykin, Andrew J. DeTure, Michael Murray, Melissa E. Kanekiyo, Takahisa Dickson, Dennis W. Bu, Guojun Allen, Mariet Ertekin-Taner, Nilüfer Mol Neurodegener Research Article BACKGROUND: Alzheimer’s disease (AD) is neuropathologically characterized by amyloid-beta (Aβ) plaques and neurofibrillary tangles. The main protein components of these hallmarks include Aβ40, Aβ42, tau, phosphor-tau, and APOE. We hypothesize that genetic variants influence the levels and solubility of these AD-related proteins in the brain; identifying these may provide key insights into disease pathogenesis. METHODS: Genome-wide genotypes were collected from 441 AD cases, imputed to the haplotype reference consortium (HRC) panel, and filtered for quality and frequency. Temporal cortex levels of five AD-related proteins from three fractions, buffer-soluble (TBS), detergent-soluble (Triton-X = TX), and insoluble (Formic acid = FA), were available for these same individuals. Variants were tested for association with each quantitative biochemical measure using linear regression, and GSA-SNP2 was used to identify enriched Gene Ontology (GO) terms. Implicated variants and genes were further assessed for association with other relevant variables. RESULTS: We identified genome-wide significant associations at seven novel loci and the APOE locus. Genes and variants at these loci also associate with multiple AD-related measures, regulate gene expression, have cell-type specific enrichment, and roles in brain health and other neuropsychiatric diseases. Pathway analysis identified significant enrichment of shared and distinct biological pathways. CONCLUSIONS: Although all biochemical measures tested reflect proteins core to AD pathology, our results strongly suggest that each have unique genetic architecture and biological pathways that influence their specific biochemical states in the brain. Our novel approach of deep brain biochemical endophenotype GWAS has implications for pathophysiology of proteostasis in AD that can guide therapeutic discovery efforts focused on these proteins. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13024-022-00592-2. BioMed Central 2023-01-07 /pmc/articles/PMC9825010/ /pubmed/36609403 http://dx.doi.org/10.1186/s13024-022-00592-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Oatman, Stephanie R. Reddy, Joseph S. Quicksall, Zachary Carrasquillo, Minerva M. Wang, Xue Liu, Chia-Chen Yamazaki, Yu Nguyen, Thuy T. Malphrus, Kimberly Heckman, Michael Biswas, Kristi Nho, Kwangsik Baker, Matthew Martens, Yuka A. Zhao, Na Kim, Jun Pyo Risacher, Shannon L. Rademakers, Rosa Saykin, Andrew J. DeTure, Michael Murray, Melissa E. Kanekiyo, Takahisa Dickson, Dennis W. Bu, Guojun Allen, Mariet Ertekin-Taner, Nilüfer Genome-wide association study of brain biochemical phenotypes reveals distinct genetic architecture of Alzheimer’s disease related proteins |
title | Genome-wide association study of brain biochemical phenotypes reveals distinct genetic architecture of Alzheimer’s disease related proteins |
title_full | Genome-wide association study of brain biochemical phenotypes reveals distinct genetic architecture of Alzheimer’s disease related proteins |
title_fullStr | Genome-wide association study of brain biochemical phenotypes reveals distinct genetic architecture of Alzheimer’s disease related proteins |
title_full_unstemmed | Genome-wide association study of brain biochemical phenotypes reveals distinct genetic architecture of Alzheimer’s disease related proteins |
title_short | Genome-wide association study of brain biochemical phenotypes reveals distinct genetic architecture of Alzheimer’s disease related proteins |
title_sort | genome-wide association study of brain biochemical phenotypes reveals distinct genetic architecture of alzheimer’s disease related proteins |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9825010/ https://www.ncbi.nlm.nih.gov/pubmed/36609403 http://dx.doi.org/10.1186/s13024-022-00592-2 |
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