Cargando…

Association of a Total Cholesterol Polygenic Score with Cholesterol Levels and Pathological Biomarkers across the Alzheimer’s Disease Spectrum

Midlife hypercholesterolemia is a well-known risk factor for sporadic Alzheimer’s disease (AD), and like AD, it is highly influenced by genetics with heritability estimates of 32–63%. We thus hypothesized that genetics underlying peripheral blood total cholesterol (TC) levels could influence the ris...

Descripción completa

Detalles Bibliográficos
Autores principales: Nilsson, Nathalie I. V., Picard, Cynthia, Labonté, Anne, Köbe, Theresa, Meyer, Pierre-François, Villeneuve, Sylvia, Auld, Daniel, Poirier, Judes
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8623969/
https://www.ncbi.nlm.nih.gov/pubmed/34828411
http://dx.doi.org/10.3390/genes12111805
_version_ 1784606059400265728
author Nilsson, Nathalie I. V.
Picard, Cynthia
Labonté, Anne
Köbe, Theresa
Meyer, Pierre-François
Villeneuve, Sylvia
Auld, Daniel
Poirier, Judes
author_facet Nilsson, Nathalie I. V.
Picard, Cynthia
Labonté, Anne
Köbe, Theresa
Meyer, Pierre-François
Villeneuve, Sylvia
Auld, Daniel
Poirier, Judes
author_sort Nilsson, Nathalie I. V.
collection PubMed
description Midlife hypercholesterolemia is a well-known risk factor for sporadic Alzheimer’s disease (AD), and like AD, it is highly influenced by genetics with heritability estimates of 32–63%. We thus hypothesized that genetics underlying peripheral blood total cholesterol (TC) levels could influence the risk of developing AD. We created a weighted polygenic score (TC-PGS) using summary data from a meta-analysis of TC genome-wide association studies for evaluation in three independent AD-related cohorts spanning pre-clinical, clinical, and pathophysiologically proved AD. APOE-ε4 variant was purposely included in the analysis as it represents an already well-established genetic risk factor for both AD and circulating TC. We could vastly improve the performance of the score when considering p-value thresholds for inclusion in the score, sex, and statin use. This optimized score (p-value threshold of 1 × 10(−6) for inclusion in the score) explained 18.2% of the variance in TC levels in statin free females compared to 6.9% in the entire sample and improved prediction of hypercholesterolemia (receiver operator characteristics analysis revealed area under the curve increase from 70.8% to 80.5%). The TC-PGS was further evaluated for association with AD risk and pathology. We found no association between the TC-PGS and either of the AD hallmark pathologies, assessed by cerebrospinal fluid levels of Aβ-42, p-Tau, and t-Tau, and 18F-NAV4694 and 18F-AV-1451 positron emission tomography. Similarly, we found no association with the risk of developing amyloid pathology or becoming cognitively impaired in individuals with amyloid pathology.
format Online
Article
Text
id pubmed-8623969
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-86239692021-11-27 Association of a Total Cholesterol Polygenic Score with Cholesterol Levels and Pathological Biomarkers across the Alzheimer’s Disease Spectrum Nilsson, Nathalie I. V. Picard, Cynthia Labonté, Anne Köbe, Theresa Meyer, Pierre-François Villeneuve, Sylvia Auld, Daniel Poirier, Judes Genes (Basel) Article Midlife hypercholesterolemia is a well-known risk factor for sporadic Alzheimer’s disease (AD), and like AD, it is highly influenced by genetics with heritability estimates of 32–63%. We thus hypothesized that genetics underlying peripheral blood total cholesterol (TC) levels could influence the risk of developing AD. We created a weighted polygenic score (TC-PGS) using summary data from a meta-analysis of TC genome-wide association studies for evaluation in three independent AD-related cohorts spanning pre-clinical, clinical, and pathophysiologically proved AD. APOE-ε4 variant was purposely included in the analysis as it represents an already well-established genetic risk factor for both AD and circulating TC. We could vastly improve the performance of the score when considering p-value thresholds for inclusion in the score, sex, and statin use. This optimized score (p-value threshold of 1 × 10(−6) for inclusion in the score) explained 18.2% of the variance in TC levels in statin free females compared to 6.9% in the entire sample and improved prediction of hypercholesterolemia (receiver operator characteristics analysis revealed area under the curve increase from 70.8% to 80.5%). The TC-PGS was further evaluated for association with AD risk and pathology. We found no association between the TC-PGS and either of the AD hallmark pathologies, assessed by cerebrospinal fluid levels of Aβ-42, p-Tau, and t-Tau, and 18F-NAV4694 and 18F-AV-1451 positron emission tomography. Similarly, we found no association with the risk of developing amyloid pathology or becoming cognitively impaired in individuals with amyloid pathology. MDPI 2021-11-17 /pmc/articles/PMC8623969/ /pubmed/34828411 http://dx.doi.org/10.3390/genes12111805 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Nilsson, Nathalie I. V.
Picard, Cynthia
Labonté, Anne
Köbe, Theresa
Meyer, Pierre-François
Villeneuve, Sylvia
Auld, Daniel
Poirier, Judes
Association of a Total Cholesterol Polygenic Score with Cholesterol Levels and Pathological Biomarkers across the Alzheimer’s Disease Spectrum
title Association of a Total Cholesterol Polygenic Score with Cholesterol Levels and Pathological Biomarkers across the Alzheimer’s Disease Spectrum
title_full Association of a Total Cholesterol Polygenic Score with Cholesterol Levels and Pathological Biomarkers across the Alzheimer’s Disease Spectrum
title_fullStr Association of a Total Cholesterol Polygenic Score with Cholesterol Levels and Pathological Biomarkers across the Alzheimer’s Disease Spectrum
title_full_unstemmed Association of a Total Cholesterol Polygenic Score with Cholesterol Levels and Pathological Biomarkers across the Alzheimer’s Disease Spectrum
title_short Association of a Total Cholesterol Polygenic Score with Cholesterol Levels and Pathological Biomarkers across the Alzheimer’s Disease Spectrum
title_sort association of a total cholesterol polygenic score with cholesterol levels and pathological biomarkers across the alzheimer’s disease spectrum
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8623969/
https://www.ncbi.nlm.nih.gov/pubmed/34828411
http://dx.doi.org/10.3390/genes12111805
work_keys_str_mv AT nilssonnathalieiv associationofatotalcholesterolpolygenicscorewithcholesterollevelsandpathologicalbiomarkersacrossthealzheimersdiseasespectrum
AT picardcynthia associationofatotalcholesterolpolygenicscorewithcholesterollevelsandpathologicalbiomarkersacrossthealzheimersdiseasespectrum
AT labonteanne associationofatotalcholesterolpolygenicscorewithcholesterollevelsandpathologicalbiomarkersacrossthealzheimersdiseasespectrum
AT kobetheresa associationofatotalcholesterolpolygenicscorewithcholesterollevelsandpathologicalbiomarkersacrossthealzheimersdiseasespectrum
AT meyerpierrefrancois associationofatotalcholesterolpolygenicscorewithcholesterollevelsandpathologicalbiomarkersacrossthealzheimersdiseasespectrum
AT villeneuvesylvia associationofatotalcholesterolpolygenicscorewithcholesterollevelsandpathologicalbiomarkersacrossthealzheimersdiseasespectrum
AT aulddaniel associationofatotalcholesterolpolygenicscorewithcholesterollevelsandpathologicalbiomarkersacrossthealzheimersdiseasespectrum
AT poirierjudes associationofatotalcholesterolpolygenicscorewithcholesterollevelsandpathologicalbiomarkersacrossthealzheimersdiseasespectrum
AT associationofatotalcholesterolpolygenicscorewithcholesterollevelsandpathologicalbiomarkersacrossthealzheimersdiseasespectrum
AT associationofatotalcholesterolpolygenicscorewithcholesterollevelsandpathologicalbiomarkersacrossthealzheimersdiseasespectrum