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Amyloid-β and APOE genotype predict memory decline in cognitively unimpaired older individuals independently of Alzheimer’s disease polygenic risk score

BACKGROUND: What combination of risk factors for Alzheimer’s disease (AD) are most predictive of cognitive decline in cognitively unimpaired individuals remains largely unclear. We studied associations between APOE genotype, AD-Polygenic Risk Scores (AD-PRS), amyloid-β pathology and decline in cogni...

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Autores principales: Tomassen, Jori, den Braber, Anouk, van der Lee, Sven J., Reus, Lianne M., Konijnenberg, Elles, Carter, Stephen F., Yaqub, Maqsood, van Berckel, Bart N.M., Collij, Lyduine E., Boomsma, Dorret I., de Geus, Eco J.C., Scheltens, Philip, Herholz, Karl, Tijms, Betty M., Visser, Pieter Jelle
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9753236/
https://www.ncbi.nlm.nih.gov/pubmed/36522743
http://dx.doi.org/10.1186/s12883-022-02925-6
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author Tomassen, Jori
den Braber, Anouk
van der Lee, Sven J.
Reus, Lianne M.
Konijnenberg, Elles
Carter, Stephen F.
Yaqub, Maqsood
van Berckel, Bart N.M.
Collij, Lyduine E.
Boomsma, Dorret I.
de Geus, Eco J.C.
Scheltens, Philip
Herholz, Karl
Tijms, Betty M.
Visser, Pieter Jelle
author_facet Tomassen, Jori
den Braber, Anouk
van der Lee, Sven J.
Reus, Lianne M.
Konijnenberg, Elles
Carter, Stephen F.
Yaqub, Maqsood
van Berckel, Bart N.M.
Collij, Lyduine E.
Boomsma, Dorret I.
de Geus, Eco J.C.
Scheltens, Philip
Herholz, Karl
Tijms, Betty M.
Visser, Pieter Jelle
author_sort Tomassen, Jori
collection PubMed
description BACKGROUND: What combination of risk factors for Alzheimer’s disease (AD) are most predictive of cognitive decline in cognitively unimpaired individuals remains largely unclear. We studied associations between APOE genotype, AD-Polygenic Risk Scores (AD-PRS), amyloid-β pathology and decline in cognitive functioning over time in a large sample of cognitively unimpaired older individuals. METHODS: We included 276 cognitively unimpaired older individuals (75 ± 10 years, 63% female) from the EMIF-AD PreclinAD cohort. An AD-PRS was calculated including 83 genome-wide significant variants. The APOE gene was not included in the PRS and was analyzed separately. Baseline amyloid-β status was assessed by visual read of [(18)F]flutemetamol-PET standardized uptake value images. At baseline and follow-up (2.0 ± 0.4 years), the cognitive domains of memory, attention, executive function, and language were measured. We used generalized estimating equations corrected for age, sex and center to examine associations between APOE genotype and AD-PRS with amyloid-β status. Linear mixed models corrected for age, sex, center and education were used to examine associations between APOE genotype, AD-PRS and amyloid-β status, and their interaction on changes in cognitive functioning over time. RESULTS: Fifty-two participants (19%) had abnormal amyloid-β, and 84 participants (31%) carried at least one APOE ε4 allele. APOE genotype and AD-PRS were both associated with abnormal amyloid-β status. Increasingly more risk-full APOE genotype, a high AD-PRS and an abnormal amyloid-β status were associated with steeper decline in memory functioning in separate models (all p ≤ 0.02). A model including 4-way interaction term (APOE×AD-PRS×amyloid-β×time) was not significant. When modelled together, both APOE genotype and AD-PRS predicted steeper decline in memory functioning (APOE β(SE)=-0.05(0.02); AD-PRS β(SE)=-0.04(0.01)). Additionally, when modelled together, both amyloid-β status and AD-PRS predicted a steeper decline in memory functioning (amyloid-β β(SE)=-0.07(0.04); AD-PRS β(SE)=-0.04(0.01)). Modelling both APOE genotype and amyloid-β status, we observed an interaction, in which APOE genotype was related to steeper decline in memory and language functioning in amyloid-β abnormal individuals only (β(SE)=-0.13(0.06); β(SE)=-0.22(0.07), respectively). CONCLUSION: Our results suggest that APOE genotype is related to steeper decline in memory and language functioning in individuals with abnormal amyloid-β only. Furthermore, independent of amyloid-β status other genetic risk variants contribute to memory decline in initially cognitively unimpaired older individuals. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12883-022-02925-6.
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spelling pubmed-97532362022-12-16 Amyloid-β and APOE genotype predict memory decline in cognitively unimpaired older individuals independently of Alzheimer’s disease polygenic risk score Tomassen, Jori den Braber, Anouk van der Lee, Sven J. Reus, Lianne M. Konijnenberg, Elles Carter, Stephen F. Yaqub, Maqsood van Berckel, Bart N.M. Collij, Lyduine E. Boomsma, Dorret I. de Geus, Eco J.C. Scheltens, Philip Herholz, Karl Tijms, Betty M. Visser, Pieter Jelle BMC Neurol Research BACKGROUND: What combination of risk factors for Alzheimer’s disease (AD) are most predictive of cognitive decline in cognitively unimpaired individuals remains largely unclear. We studied associations between APOE genotype, AD-Polygenic Risk Scores (AD-PRS), amyloid-β pathology and decline in cognitive functioning over time in a large sample of cognitively unimpaired older individuals. METHODS: We included 276 cognitively unimpaired older individuals (75 ± 10 years, 63% female) from the EMIF-AD PreclinAD cohort. An AD-PRS was calculated including 83 genome-wide significant variants. The APOE gene was not included in the PRS and was analyzed separately. Baseline amyloid-β status was assessed by visual read of [(18)F]flutemetamol-PET standardized uptake value images. At baseline and follow-up (2.0 ± 0.4 years), the cognitive domains of memory, attention, executive function, and language were measured. We used generalized estimating equations corrected for age, sex and center to examine associations between APOE genotype and AD-PRS with amyloid-β status. Linear mixed models corrected for age, sex, center and education were used to examine associations between APOE genotype, AD-PRS and amyloid-β status, and their interaction on changes in cognitive functioning over time. RESULTS: Fifty-two participants (19%) had abnormal amyloid-β, and 84 participants (31%) carried at least one APOE ε4 allele. APOE genotype and AD-PRS were both associated with abnormal amyloid-β status. Increasingly more risk-full APOE genotype, a high AD-PRS and an abnormal amyloid-β status were associated with steeper decline in memory functioning in separate models (all p ≤ 0.02). A model including 4-way interaction term (APOE×AD-PRS×amyloid-β×time) was not significant. When modelled together, both APOE genotype and AD-PRS predicted steeper decline in memory functioning (APOE β(SE)=-0.05(0.02); AD-PRS β(SE)=-0.04(0.01)). Additionally, when modelled together, both amyloid-β status and AD-PRS predicted a steeper decline in memory functioning (amyloid-β β(SE)=-0.07(0.04); AD-PRS β(SE)=-0.04(0.01)). Modelling both APOE genotype and amyloid-β status, we observed an interaction, in which APOE genotype was related to steeper decline in memory and language functioning in amyloid-β abnormal individuals only (β(SE)=-0.13(0.06); β(SE)=-0.22(0.07), respectively). CONCLUSION: Our results suggest that APOE genotype is related to steeper decline in memory and language functioning in individuals with abnormal amyloid-β only. Furthermore, independent of amyloid-β status other genetic risk variants contribute to memory decline in initially cognitively unimpaired older individuals. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12883-022-02925-6. BioMed Central 2022-12-15 /pmc/articles/PMC9753236/ /pubmed/36522743 http://dx.doi.org/10.1186/s12883-022-02925-6 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
Tomassen, Jori
den Braber, Anouk
van der Lee, Sven J.
Reus, Lianne M.
Konijnenberg, Elles
Carter, Stephen F.
Yaqub, Maqsood
van Berckel, Bart N.M.
Collij, Lyduine E.
Boomsma, Dorret I.
de Geus, Eco J.C.
Scheltens, Philip
Herholz, Karl
Tijms, Betty M.
Visser, Pieter Jelle
Amyloid-β and APOE genotype predict memory decline in cognitively unimpaired older individuals independently of Alzheimer’s disease polygenic risk score
title Amyloid-β and APOE genotype predict memory decline in cognitively unimpaired older individuals independently of Alzheimer’s disease polygenic risk score
title_full Amyloid-β and APOE genotype predict memory decline in cognitively unimpaired older individuals independently of Alzheimer’s disease polygenic risk score
title_fullStr Amyloid-β and APOE genotype predict memory decline in cognitively unimpaired older individuals independently of Alzheimer’s disease polygenic risk score
title_full_unstemmed Amyloid-β and APOE genotype predict memory decline in cognitively unimpaired older individuals independently of Alzheimer’s disease polygenic risk score
title_short Amyloid-β and APOE genotype predict memory decline in cognitively unimpaired older individuals independently of Alzheimer’s disease polygenic risk score
title_sort amyloid-β and apoe genotype predict memory decline in cognitively unimpaired older individuals independently of alzheimer’s disease polygenic risk score
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9753236/
https://www.ncbi.nlm.nih.gov/pubmed/36522743
http://dx.doi.org/10.1186/s12883-022-02925-6
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