Long-Lived Individuals Show a Lower Burden of Variants Predisposing to Age-Related Diseases and a Higher Polygenic Longevity Score

被引:14
作者
Torres, Guillermo G. [1 ]
Dose, Janina [1 ]
Hasenbein, Tim P. [1 ,2 ,3 ]
Nygaard, Marianne [4 ,5 ]
Krause-Kyora, Ben [1 ]
Mengel-From, Jonas [4 ,5 ]
Christensen, Kaare [4 ,5 ,6 ]
Andersen-Ranberg, Karen [4 ,7 ]
Kolbe, Daniel [1 ]
Lieb, Wolfgang [8 ]
Laudes, Matthias [9 ]
Goerg, Siegfried [10 ]
Schreiber, Stefan [1 ]
Franke, Andre [1 ]
Caliebe, Amke [11 ]
Kuhlenbaeumer, Gregor [2 ]
Nebel, Almut [1 ]
机构
[1] Univ Kiel, Univ Hosp Schleswig Holstein, Inst Clin Mol Biol, Campus Kiel,Rosalind Franklin Str 12, D-24105 Kiel, Germany
[2] Univ Kiel, Univ Hosp Schleswig Holstein, Dept Neurol, Campus Kiel,Arnold Heller Str 3, D-24105 Kiel, Germany
[3] Tech Univ Munich, Inst Pharmacol & Toxicol, Biedersteiner Str 29, D-80802 Munich, Germany
[4] Univ Southern, Dept Publ Hlth Epidemiol Biostat & Biodemog, JB Winsloews Vej 9B, DK-5000 Odense, Denmark
[5] Odense Univ Hosp, Dept Clin Genet, JB Winsloews Vej 4, DK-5000 Odense, Denmark
[6] Odense Univ Hosp, Dept Clin Biochem, Klovervaenget 47, DK-5000 Odense, Denmark
[7] Odense Univ Hosp, Dept Geriatr Med, Klovervaenget 47, DK-5000 Odense, Denmark
[8] Univ Kiel, Univ Hosp Schleswig Holstein, Inst Epidemiol & Biobank Popgen, Campus Kiel,Niemannsweg 11, D-24105 Kiel, Germany
[9] Univ Kiel, Univ Hosp Schleswig Holstein, Div Endocrinol Diabet & Clin Nutr, Clin Internal Med 1, Campus Kiel,Arnold Heller Str 3, D-24105 Kiel, Germany
[10] Univ Hosp Schleswig Holstein, Inst Transfus Med, Campus Lubeck,Ratzeburger Allee 160, D-23538 Lubeck, Germany
[11] Univ Kiel, Univ Hosp Schleswig Holstein, Inst Med Informat & Stat, Campus Kiel,Brunswiker Str 10, D-24105 Kiel, Germany
关键词
longevity; PRS; healthy aging; age-related diseases; GENOME-WIDE ASSOCIATION; PARKINSONS-DISEASE; NO ASSOCIATION; SURVIVAL; METAANALYSIS; PREVALENCE; GENETICS; REGULARIZATION; CENTENARIANS; MORTALITY;
D O I
10.3390/ijms231810949
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Longevity is a complex phenotype influenced by both environmental and genetic factors. The genetic contribution is estimated at about 25%. Despite extensive research efforts, only a few longevity genes have been validated across populations. Long-lived individuals (LLI) reach extreme ages with a relative low prevalence of chronic disability and major age-related diseases (ARDs). We tested whether the protection from ARDs in LLI can partly be attributed to genetic factors by calculating polygenic risk scores (PRSs) for seven common late-life diseases (Alzheimer's disease (AD), atrial fibrillation (AF), coronary artery disease (CAD), colorectal cancer (CRC), ischemic stroke (ISS), Parkinson's disease (PD) and type 2 diabetes (T2D)). The examined sample comprised 1351 German LLI (>= 94 years, including 643 centenarians) and 4680 German younger controls. For all ARD-PRSs tested, the LLI had significantly lower scores than the younger control individuals (areas under the curve (AUCs): ISS = 0.59, p = 2.84 x 10(-35); AD = 0.59, p = 3.16 x 10(-25); AF = 0.57, p = 1.07 x 10(-16); CAD = 0.56, p = 1.88 x 10(-12); CRC = 0.52, p = 5.85 x 10(-3); PD = 0.52, p = 1.91 x 10(-3); T2D = 0.51, p = 2.61 x 10(-3)). We combined the individual ARD-PRSs into a meta-PRS (AUC = 0.64, p = 6.45 x 10(-15)). We also generated two genome-wide polygenic scores for longevity, one with and one without the TOMM40/APOE/APOC1 gene region (AUC (incl. TOMM40/APOE/APOC1) = 0.56, p = 1.45 x 10(-5), seven variants; AUC (excl. TOMM40/APOE/APOC1) = 0.55, p = 9.85 x 10(-3), 10,361 variants). Furthermore, the inclusion of nine markers from the excluded region (not in LD with each other) plus the APOE haplotype into the model raised the AUC from 0.55 to 0.61. Thus, our results highlight the importance of TOMM40/APOE/APOC1 as a longevity hub.
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页数:15
相关论文
共 64 条
[31]  
Mangiafico S., 2017, CRAN REPOS, V20, P1, DOI DOI 10.1109/I2C2.2017.8321851
[32]   Is Parkinson's Disease a Very Rare Pathology in Centenarians? A Clinical Study in a Cohort of Subjects [J].
Marcon, Gabriella ;
Manganotti, Paolo ;
Tettamanti, Mauro .
JOURNAL OF ALZHEIMERS DISEASE, 2020, 73 (01) :73-76
[33]   Ancestry deconvolution and partial polygenic score can improve susceptibility predictions in recently admixed individuals [J].
Marnetto, Davide ;
Parna, Katri ;
Lall, Kristi ;
Molinaro, Ludovica ;
Montinaro, Francesco ;
Haller, Toomas ;
Metspalu, Mait ;
Magi, Reedik ;
Fischer, Krista ;
Pagani, Luca .
NATURE COMMUNICATIONS, 2020, 11 (01)
[34]   TOMM40 rs10524523 Polymorphism's Role in Late-Onset Alzheimer's Disease and in Longevity [J].
Maruszak, Aleksandra ;
Peplonska, Beata ;
Safranow, Krzysztof ;
Chodakowska-Zebrowska, Malgorzata ;
Barcikowska, Maria ;
Zekanowski, Cezary .
JOURNAL OF ALZHEIMERS DISEASE, 2012, 28 (02) :309-322
[35]   Bayesian association scan reveals loci associated with human lifespan and linked biomarkers [J].
McDaid, Aaron F. ;
Joshi, Peter K. ;
Porcu, Eleonora ;
Komljenovic, Andrea ;
Li, Hao ;
Sorrentino, Vincenzo ;
Litovchenko, Maria ;
Bevers, Roel P. J. ;
Rueger, Sina ;
Reymond, Alexandre ;
Bochud, Murielle ;
Deplancke, Bart ;
Williams, Robert W. ;
Robinson-Rechavi, Marc ;
Paccaud, Fred ;
Rousson, Valentin ;
Auwerx, Johan ;
Wilson, James F. ;
Kutalik, Zoltan .
NATURE COMMUNICATIONS, 2017, 8
[36]   Genetics of Coronary Artery Disease [J].
McPherson, Ruth ;
Tybjaerg-Hansen, Anne .
CIRCULATION RESEARCH, 2016, 118 (04) :564-578
[37]   The genetics of human ageing [J].
Melzer, David ;
Pilling, Luke C. ;
Ferrucci, Luigi .
NATURE REVIEWS GENETICS, 2020, 21 (02) :88-101
[38]   Training and assessing classification rules with imbalanced data [J].
Menardi, Giovanna ;
Torelli, Nicola .
DATA MINING AND KNOWLEDGE DISCOVERY, 2014, 28 (01) :92-122
[39]  
Mooijaart SP, 2011, AGING-US, V3, P55
[40]   IL-6 blockade by monoclonal antibodies inhibits apolipoprotein (a) expression and lipoprotein (a) synthesis in humans [J].
Mueller, Nike ;
Schulte, Dominik M. ;
Tuerk, Kathrin ;
Freitag-Wolf, Sandra ;
Hampe, Jochen ;
Zeuner, Rainald ;
Schroeder, Johann O. ;
Gouni-Berthold, Ioanna ;
Berthold, Heiner K. ;
Krone, Wilhelm ;
Rose-John, Stefan ;
Schreiber, Stefan ;
Laudes, Matthias .
JOURNAL OF LIPID RESEARCH, 2015, 56 (05) :1034-1042