Distribution of 54 polygenic risk scores for common diseases in long lived individuals and their offspring
A surprising and well-replicated result in genetic studies of human longevity is that centenarians appear to carry disease-associated variants in numbers similar to the general population. With the proliferation of large genome-wide association studies (GWAS) in recent years, investigators have turn...
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Published in | GeroScience Vol. 44; no. 2; pp. 719 - 729 |
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Main Authors | , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
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01.04.2022
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Abstract | A surprising and well-replicated result in genetic studies of human longevity is that centenarians appear to carry disease-associated variants in numbers similar to the general population. With the proliferation of large genome-wide association studies (GWAS) in recent years, investigators have turned to polygenic scores to leverage GWAS results into a measure of genetic risk that can better predict the risk of disease than individual significant variants alone. We selected 54 polygenic risk scores (PRSs) developed for a variety of outcomes, and we calculated their values in individuals from the New England Centenarian Study (NECS,
N
= 4886) and the Long Life Family Study (LLFS,
N
= 4577). We compared the distribution of these PRSs among exceptionally long-lived individuals (ELLI), their offspring, and controls, and we also examined their predictive values, using
t
-tests and regression models adjusting for sex and principal components reflecting the ancestral background of the individuals (PCs). In our analyses, we controlled for multiple testing using a Bonferroni-adjusted threshold for 54 traits. We found that only 4 of the 54 PRSs differed between ELLIs and controls in both cohorts. ELLIs had significantly lower mean PRSs for Alzheimer’s disease (AD) and coronary artery disease (CAD) than controls, suggesting a genetic predisposition to extreme longevity may be mediated by reduced susceptibility to these traits. ELLIs also had significantly higher mean PRSs for improved cognitive function and parental extreme longevity. In addition, the PRS for AD was associated with a higher risk of dementia among controls but not ELLIs (
p
= 0.003, 0.3 in NECS,
p
= 0.03, 0.9 in LLFS, respectively). ELLIs have a similar burden of genetic disease risk as the general population for most traits but have a significantly lower genetic risk of AD and CAD. The lack of association between AD PRS and dementia among ELLIs suggests that the genetic risk for AD that they do have is somehow counteracted by protective genetic or environmental factors. |
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AbstractList | A surprising and well-replicated result in genetic studies of human longevity is that centenarians appear to carry disease-associated variants in numbers similar to the general population. With the proliferation of large genome-wide association studies (GWAS) in recent years, investigators have turned to polygenic scores to leverage GWAS results into a measure of genetic risk that can better predict the risk of disease than individual significant variants alone. We selected 54 polygenic risk scores (PRSs) developed for a variety of outcomes, and we calculated their values in individuals from the New England Centenarian Study (NECS,
N
= 4886) and the Long Life Family Study (LLFS,
N
= 4577). We compared the distribution of these PRSs among exceptionally long-lived individuals (ELLI), their offspring, and controls, and we also examined their predictive values, using
t
-tests and regression models adjusting for sex and principal components reflecting the ancestral background of the individuals (PCs). In our analyses, we controlled for multiple testing using a Bonferroni-adjusted threshold for 54 traits. We found that only 4 of the 54 PRSs differed between ELLIs and controls in both cohorts. ELLIs had significantly lower mean PRSs for Alzheimer’s disease (AD) and coronary artery disease (CAD) than controls, suggesting a genetic predisposition to extreme longevity may be mediated by reduced susceptibility to these traits. ELLIs also had significantly higher mean PRSs for improved cognitive function and parental extreme longevity. In addition, the PRS for AD was associated with a higher risk of dementia among controls but not ELLIs (
p
= 0.003, 0.3 in NECS,
p
= 0.03, 0.9 in LLFS, respectively). ELLIs have a similar burden of genetic disease risk as the general population for most traits but have a significantly lower genetic risk of AD and CAD. The lack of association between AD PRS and dementia among ELLIs suggests that the genetic risk for AD that they do have is somehow counteracted by protective genetic or environmental factors. A surprising and well-replicated result in genetic studies of human longevity is that centenarians appear to carry disease-associated variants in numbers similar to the general population. With the proliferation of large genome-wide association studies (GWAS) in recent years, investigators have turned to polygenic scores to leverage GWAS results into a measure of genetic risk that can better predict the risk of disease than individual significant variants alone. We selected 54 polygenic risk scores (PRSs) developed for a variety of outcomes, and we calculated their values in individuals from the New England Centenarian Study (NECS, N = 4886) and the Long Life Family Study (LLFS, N = 4577). We compared the distribution of these PRSs among exceptionally long-lived individuals (ELLI), their offspring, and controls, and we also examined their predictive values, using t-tests and regression models adjusting for sex and principal components reflecting the ancestral background of the individuals (PCs). In our analyses, we controlled for multiple testing using a Bonferroni-adjusted threshold for 54 traits. We found that only 4 of the 54 PRSs differed between ELLIs and controls in both cohorts. ELLIs had significantly lower mean PRSs for Alzheimer’s disease (AD) and coronary artery disease (CAD) than controls, suggesting a genetic predisposition to extreme longevity may be mediated by reduced susceptibility to these traits. ELLIs also had significantly higher mean PRSs for improved cognitive function and parental extreme longevity. In addition, the PRS for AD was associated with a higher risk of dementia among controls but not ELLIs (p = 0.003, 0.3 in NECS, p = 0.03, 0.9 in LLFS, respectively). ELLIs have a similar burden of genetic disease risk as the general population for most traits but have a significantly lower genetic risk of AD and CAD. The lack of association between AD PRS and dementia among ELLIs suggests that the genetic risk for AD that they do have is somehow counteracted by protective genetic or environmental factors. |
Author | Gunn, Sophia O’Connell, Jeffrey R. Schork, Nicholas J. Perls, Thomas Wainberg, Michael Feitosa, Mary F. Song, Zeyuan Montasser, May E. Price, Nathan Sebastiani, Paola Boudreau, Robert Stitziel, Nathan Andersen, Stacy Tan, Qihua |
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Cites_doi | 10.18637/jss.v082.i13 10.1038/s41596-020-0353-1 10.18632/aging.100930 10.1073/pnas.122587599 10.18632/aging.100724 10.1073/pnas.2001429117 10.1093/gerona/glv020 10.1073/pnas.1003540107 10.1111/j.1532-5415.2009.02381.x 10.1111/jgs.14222 10.18632/aging.100242 10.1016/j.archger.2011.05.004 10.3390/genes10030227 10.1093/gerona/58.3.M232 10.1101/2020.11.30.403188 10.1093/geronb/gbt033 10.1371/journal.pone.0029848 10.1093/aje/kwp309 10.1186/s13742-015-0047-8 10.1111/acel.13216 10.1002/mgg3.86 10.3389/fgene.2012.00277 10.1038/s41588-018-0183-z 10.1093/gerona/glr223 10.1016/j.ajhg.2017.11.001 10.1155/2010/423087 10.1111/jgs.14900 10.1111/j.1532-5415.2011.03498.x 10.1038/nature08494 10.1111/acel.13080 |
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References | Wainberg (CR17) 2020; 117 Ismail (CR4) 2016; 64 Stevenson (CR11) 2015; 7 CR19 Beekman (CR7) 2010; 107 Revelas (CR16) 2019; 10 CR18 CR14 CR13 Westendorp (CR5) 2009; 57 CR12 CR33 CR32 Kuznetsova, Brockhoff, Christensen (CR23) 2017; 82 CR2 CR3 CR8 CR29 CR28 Basile (CR31) 2012; 54 CR9 CR27 CR26 Sebastiani (CR30) 2015; 71 Evert (CR1) 2003; 58 CR25 Pilling (CR15) 2016; 8 CR22 CR21 CR20 Choi, Mak, O’Reilly (CR10) 2020; 15 Perls (CR24) 2002; 99 Newman (CR6) 2011; 3 518_CR18 M Revelas (518_CR16) 2019; 10 J Evert (518_CR1) 2003; 58 518_CR19 LC Pilling (518_CR15) 2016; 8 518_CR3 M Stevenson (518_CR11) 2015; 7 518_CR32 518_CR2 518_CR12 518_CR33 518_CR14 518_CR13 518_CR9 518_CR8 TT Perls (518_CR24) 2002; 99 AB Newman (518_CR6) 2011; 3 G Basile (518_CR31) 2012; 54 A Kuznetsova (518_CR23) 2017; 82 518_CR29 518_CR28 M Wainberg (518_CR17) 2020; 117 M Beekman (518_CR7) 2010; 107 518_CR21 518_CR20 518_CR22 518_CR25 518_CR27 518_CR26 RGJ Westendorp (518_CR5) 2009; 57 SW Choi (518_CR10) 2020; 15 K Ismail (518_CR4) 2016; 64 P Sebastiani (518_CR30) 2015; 71 |
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SubjectTerms | Aged, 80 and over Aging Alzheimer Disease - genetics Alzheimer's disease Biomedical and Life Sciences Cardiovascular disease Cell Biology Cognitive ability Coronary artery Dementia Dementia disorders Environmental factors Genetic disorders Genetic Predisposition to Disease - genetics Genome-wide association studies Genome-Wide Association Study Genomes Geriatrics Geriatrics/Gerontology Health risk assessment Heart diseases Humans Life Sciences Longevity Molecular Medicine Multifactorial Inheritance - genetics Neurodegenerative diseases Original Original Article Polygenic inheritance Regression analysis Risk assessment Risk Factors |
Title | Distribution of 54 polygenic risk scores for common diseases in long lived individuals and their offspring |
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