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Association of Alzheimer’s disease polygenic risk scores with amyloid accumulation in cognitively intact older adults
BACKGROUND: Early detection of individuals at risk for Alzheimer’s disease (AD) is highly important. Amyloid accumulation is an early pathological AD event, but the genetic association with known AD risk variants beyond the APOE4 effect is largely unknown. We investigated the association between dif...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9508733/ https://www.ncbi.nlm.nih.gov/pubmed/36151568 http://dx.doi.org/10.1186/s13195-022-01079-4 |
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author | Luckett, Emma S. Abakkouy, Yasmina Reinartz, Mariska Adamczuk, Katarzyna Schaeverbeke, Jolien Verstockt, Sare De Meyer, Steffi Van Laere, Koen Dupont, Patrick Cleynen, Isabelle Vandenberghe, Rik |
author_facet | Luckett, Emma S. Abakkouy, Yasmina Reinartz, Mariska Adamczuk, Katarzyna Schaeverbeke, Jolien Verstockt, Sare De Meyer, Steffi Van Laere, Koen Dupont, Patrick Cleynen, Isabelle Vandenberghe, Rik |
author_sort | Luckett, Emma S. |
collection | PubMed |
description | BACKGROUND: Early detection of individuals at risk for Alzheimer’s disease (AD) is highly important. Amyloid accumulation is an early pathological AD event, but the genetic association with known AD risk variants beyond the APOE4 effect is largely unknown. We investigated the association between different AD polygenic risk scores (PRS) and amyloid accumulation in the Flemish Prevent AD Cohort KU Leuven (F-PACK). METHODS: We calculated PRS with and without the APOE region in 90 cognitively healthy F-PACK participants (baseline age 67.8 (52–80) years, 41 APOE4 carriers), with baseline and follow-up amyloid-PET (time interval 6.1 (3.4–10.9) years). Individuals were genotyped using Illumina GSA and imputed. PRS were calculated using three p-value thresholds (pT) for variant inclusion: 5 × 10(−8), 1 × 10(−5), and 0.1, based on the stage 1 summary statistics from Kunkle et al. (Nat Genet 51:414–30, 2019). Linear regression models determined if these PRS predicted amyloid accumulation. RESULTS: A score based on PRS excluding the APOE region at pT = 5 × 10(−8) plus the weighted sum of the two major APOE variants (rs429358 and rs7412) was significantly associated with amyloid accumulation (p = 0.0126). The two major APOE variants were also significantly associated with amyloid accumulation (p = 0.0496). The other PRS were not significant. CONCLUSIONS: Specific PRS are associated with amyloid accumulation in the asymptomatic phase of AD. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13195-022-01079-4. |
format | Online Article Text |
id | pubmed-9508733 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-95087332022-09-25 Association of Alzheimer’s disease polygenic risk scores with amyloid accumulation in cognitively intact older adults Luckett, Emma S. Abakkouy, Yasmina Reinartz, Mariska Adamczuk, Katarzyna Schaeverbeke, Jolien Verstockt, Sare De Meyer, Steffi Van Laere, Koen Dupont, Patrick Cleynen, Isabelle Vandenberghe, Rik Alzheimers Res Ther Research BACKGROUND: Early detection of individuals at risk for Alzheimer’s disease (AD) is highly important. Amyloid accumulation is an early pathological AD event, but the genetic association with known AD risk variants beyond the APOE4 effect is largely unknown. We investigated the association between different AD polygenic risk scores (PRS) and amyloid accumulation in the Flemish Prevent AD Cohort KU Leuven (F-PACK). METHODS: We calculated PRS with and without the APOE region in 90 cognitively healthy F-PACK participants (baseline age 67.8 (52–80) years, 41 APOE4 carriers), with baseline and follow-up amyloid-PET (time interval 6.1 (3.4–10.9) years). Individuals were genotyped using Illumina GSA and imputed. PRS were calculated using three p-value thresholds (pT) for variant inclusion: 5 × 10(−8), 1 × 10(−5), and 0.1, based on the stage 1 summary statistics from Kunkle et al. (Nat Genet 51:414–30, 2019). Linear regression models determined if these PRS predicted amyloid accumulation. RESULTS: A score based on PRS excluding the APOE region at pT = 5 × 10(−8) plus the weighted sum of the two major APOE variants (rs429358 and rs7412) was significantly associated with amyloid accumulation (p = 0.0126). The two major APOE variants were also significantly associated with amyloid accumulation (p = 0.0496). The other PRS were not significant. CONCLUSIONS: Specific PRS are associated with amyloid accumulation in the asymptomatic phase of AD. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13195-022-01079-4. BioMed Central 2022-09-23 /pmc/articles/PMC9508733/ /pubmed/36151568 http://dx.doi.org/10.1186/s13195-022-01079-4 Text en © The Author(s) 2022 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 Luckett, Emma S. Abakkouy, Yasmina Reinartz, Mariska Adamczuk, Katarzyna Schaeverbeke, Jolien Verstockt, Sare De Meyer, Steffi Van Laere, Koen Dupont, Patrick Cleynen, Isabelle Vandenberghe, Rik Association of Alzheimer’s disease polygenic risk scores with amyloid accumulation in cognitively intact older adults |
title | Association of Alzheimer’s disease polygenic risk scores with amyloid accumulation in cognitively intact older adults |
title_full | Association of Alzheimer’s disease polygenic risk scores with amyloid accumulation in cognitively intact older adults |
title_fullStr | Association of Alzheimer’s disease polygenic risk scores with amyloid accumulation in cognitively intact older adults |
title_full_unstemmed | Association of Alzheimer’s disease polygenic risk scores with amyloid accumulation in cognitively intact older adults |
title_short | Association of Alzheimer’s disease polygenic risk scores with amyloid accumulation in cognitively intact older adults |
title_sort | association of alzheimer’s disease polygenic risk scores with amyloid accumulation in cognitively intact older adults |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9508733/ https://www.ncbi.nlm.nih.gov/pubmed/36151568 http://dx.doi.org/10.1186/s13195-022-01079-4 |
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