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What does heritability of Alzheimer’s disease represent?
INTRODUCTION: Both late-onset Alzheimer’s disease (AD) and ageing have a strong genetic component. In each case, many associated variants have been discovered, but how much missing heritability remains to be discovered is debated. Variability in the estimation of SNP-based heritability could explain...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10146480/ https://www.ncbi.nlm.nih.gov/pubmed/37115753 http://dx.doi.org/10.1371/journal.pone.0281440 |
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author | Baker, Emily Leonenko, Ganna Schmidt, Karl Michael Hill, Matthew Myers, Amanda J. Shoai, Maryam de Rojas, Itziar Tesi, Niccoló Holstege, Henne van der Flier, Wiesje M. Pijnenburg, Yolande A. L. Ruiz, Agustin Hardy, John van der Lee, Sven Escott-Price, Valentina |
author_facet | Baker, Emily Leonenko, Ganna Schmidt, Karl Michael Hill, Matthew Myers, Amanda J. Shoai, Maryam de Rojas, Itziar Tesi, Niccoló Holstege, Henne van der Flier, Wiesje M. Pijnenburg, Yolande A. L. Ruiz, Agustin Hardy, John van der Lee, Sven Escott-Price, Valentina |
author_sort | Baker, Emily |
collection | PubMed |
description | INTRODUCTION: Both late-onset Alzheimer’s disease (AD) and ageing have a strong genetic component. In each case, many associated variants have been discovered, but how much missing heritability remains to be discovered is debated. Variability in the estimation of SNP-based heritability could explain the differences in reported heritability. METHODS: We compute heritability in five large independent cohorts (N = 7,396, 1,566, 803, 12,528 and 3,963) to determine whether a consensus for the AD heritability estimate can be reached. These cohorts vary by sample size, age of cases and controls and phenotype definition. We compute heritability a) for all SNPs, b) excluding APOE region, c) excluding both APOE and genome-wide association study hit regions, and d) SNPs overlapping a microglia gene-set. RESULTS: SNP-based heritability of late onset Alzheimer’s disease is between 38 and 66% when age and genetic disease architecture are correctly accounted for. The heritability estimates decrease by 12% [SD = 8%] on average when the APOE region is excluded and an additional 1% [SD = 3%] when genome-wide significant regions were removed. A microglia gene-set explains 69–84% of our estimates of SNP-based heritability using only 3% of total SNPs in all cohorts. CONCLUSION: The heritability of neurodegenerative disorders cannot be represented as a single number, because it is dependent on the ages of cases and controls. Genome-wide association studies pick up a large proportion of total AD heritability when age and genetic architecture are correctly accounted for. Around 13% of SNP-based heritability can be explained by known genetic loci and the remaining heritability likely resides around microglial related genes. |
format | Online Article Text |
id | pubmed-10146480 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-101464802023-04-29 What does heritability of Alzheimer’s disease represent? Baker, Emily Leonenko, Ganna Schmidt, Karl Michael Hill, Matthew Myers, Amanda J. Shoai, Maryam de Rojas, Itziar Tesi, Niccoló Holstege, Henne van der Flier, Wiesje M. Pijnenburg, Yolande A. L. Ruiz, Agustin Hardy, John van der Lee, Sven Escott-Price, Valentina PLoS One Research Article INTRODUCTION: Both late-onset Alzheimer’s disease (AD) and ageing have a strong genetic component. In each case, many associated variants have been discovered, but how much missing heritability remains to be discovered is debated. Variability in the estimation of SNP-based heritability could explain the differences in reported heritability. METHODS: We compute heritability in five large independent cohorts (N = 7,396, 1,566, 803, 12,528 and 3,963) to determine whether a consensus for the AD heritability estimate can be reached. These cohorts vary by sample size, age of cases and controls and phenotype definition. We compute heritability a) for all SNPs, b) excluding APOE region, c) excluding both APOE and genome-wide association study hit regions, and d) SNPs overlapping a microglia gene-set. RESULTS: SNP-based heritability of late onset Alzheimer’s disease is between 38 and 66% when age and genetic disease architecture are correctly accounted for. The heritability estimates decrease by 12% [SD = 8%] on average when the APOE region is excluded and an additional 1% [SD = 3%] when genome-wide significant regions were removed. A microglia gene-set explains 69–84% of our estimates of SNP-based heritability using only 3% of total SNPs in all cohorts. CONCLUSION: The heritability of neurodegenerative disorders cannot be represented as a single number, because it is dependent on the ages of cases and controls. Genome-wide association studies pick up a large proportion of total AD heritability when age and genetic architecture are correctly accounted for. Around 13% of SNP-based heritability can be explained by known genetic loci and the remaining heritability likely resides around microglial related genes. Public Library of Science 2023-04-28 /pmc/articles/PMC10146480/ /pubmed/37115753 http://dx.doi.org/10.1371/journal.pone.0281440 Text en © 2023 Baker et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Baker, Emily Leonenko, Ganna Schmidt, Karl Michael Hill, Matthew Myers, Amanda J. Shoai, Maryam de Rojas, Itziar Tesi, Niccoló Holstege, Henne van der Flier, Wiesje M. Pijnenburg, Yolande A. L. Ruiz, Agustin Hardy, John van der Lee, Sven Escott-Price, Valentina What does heritability of Alzheimer’s disease represent? |
title | What does heritability of Alzheimer’s disease represent? |
title_full | What does heritability of Alzheimer’s disease represent? |
title_fullStr | What does heritability of Alzheimer’s disease represent? |
title_full_unstemmed | What does heritability of Alzheimer’s disease represent? |
title_short | What does heritability of Alzheimer’s disease represent? |
title_sort | what does heritability of alzheimer’s disease represent? |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10146480/ https://www.ncbi.nlm.nih.gov/pubmed/37115753 http://dx.doi.org/10.1371/journal.pone.0281440 |
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