Age, Gender, and Cancer but Not Neurodegenerative and Cardiovascular Diseases Strongly Modulate Systemic Effect of the Apolipoprotein E4 Allele on Lifespan
Open accessAbstract
Enduring interest in the Apolipoprotein E (ApoE) polymorphism is ensured by its evolutionary-driven uniqueness in humans and its prominent role in geriatrics and gerontology. We use large samples of longitudinally followed populations from the Framingham Heart Study (FHS) original and offspring cohorts and the Long Life Family Study (LLFS) to investigate gender-specific effects of the ApoE4 allele on human survival in a wide range of ages from midlife to extreme old ages, and the sensitivity of these effects to cardiovascular disease (CVD), cancer, and neurodegenerative disorders (ND). The analyses show that women's lifespan is more sensitive to the e4 allele than men's in all these populations. A highly significant adverse effect of the e4 allele is limited to women with moderate lifespan of about 70 to 95 years in two FHS cohorts and the LLFS with relative risk of death RR = 1.48 (p = 3.6 × 10(-6)) in the FHS cohorts. Major human diseases including CVD, ND, and cancer, whose risks can be sensitive to the e4 allele, do not mediate the association of this allele with lifespan in large FHS samples. Non-skin cancer non-additively increases mortality of the FHS women with moderate lifespans increasing the risks of death of the e4 carriers with cancer two-fold compared to the non-e4 carriers, i.e., RR = 2.07 (p = 5.0 × 10(-7)). The results suggest a pivotal role of non-sex-specific cancer as a nonlinear modulator of survival in this sample that increases the risk of death of the ApoE4 carriers by 150% (p = 5.3 × 10(-8)) compared to the non-carriers. This risk explains the 4.2 year shorter life expectancy of the e4 carriers compared to the non-carriers in this sample. The analyses suggest the existence of age- and gender-sensitive systemic mechanisms linking the e4 allele to lifespan which can non-additively interfere with cancer-related mechanisms.
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The potential association between APOE genotype and cancer outcome has remained inconclusive.
“The potential association between APOE genotype and cancer outcome has remained inconclusive10,11.”
From Common germline variants of the human APOE gene modulate melanoma progression and survival (2020) · cites this paper as [10]
The Results section reports a significant association between APOE4 and survival among women with cancer, while the corresponding result for men was only marginally significant. These sex-specific findings address cancer outcomes, but the paper does not characterize the overall evidence on APOE genotype and cancer outcomes as inconclusive. Page numbers are unavailable in our copy. (LLM, conf=0.78)
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References 67 · Cited by 52
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- [1]McIntosh AM, Bennett C, Dickson D, Anestis SF, Watts DP, et al (2012) The Apolipoprotein E (APOE) Gene Appears Functionally Monomorphic in Chimpanzees (Pan troglodytes). PLoS One 7: e47760. 23112842 PMC3480407
- [2]Fullerton SM, Clark AG, Weiss KM, Nickerson DA, Taylor SL, et al (2000) Apolipoprotein E variation at the sequence haplotype level: implications for the origin and maintenance of a major human polymorphism. Am J Hum Genet 67: 881– 900. 10986041 PMC1287893
- [3]Corder EH, Saunders AM, Strittmatter WJ, Schmechel DE, Gaskell PC, et al (1993) Gene dose of apolipoprotein E type 4 allele and the risk of Alzheimer's disease in late onset families. Science 261: 921– 923. 8346443
- [4]Bertram L, McQueen MB, Mullin K, Blacker D, Tanzi RE (2007) Systematic meta-analyses of Alzheimer disease genetic association studies: the AlzGene database. Nat Genet 39: 17– 23. 17192785
- [5]Farrer LA, Cupples LA, Haines JL, Hyman B, Kukull WA, et al (1997) Effects of age, sex, and ethnicity on the association between apolipoprotein E genotype and Alzheimer disease. A meta-analysis. APOE and Alzheimer Disease Meta Analysis Consortium. JAMA 278: 1349– 1356. 9343467
- [6]Song Y, Stampfer MJ, Liu S (2004) Meta-analysis: apolipoprotein E genotypes and risk for coronary heart disease. Ann Intern Med 141: 137– 147. 15262670
- [7]Wilson PW, Schaefer EJ, Larson MG, Ordovas JM (1996) Apolipoprotein E alleles and risk of coronary disease. A meta-analysis. Arterioscler Thromb Vasc Biol 16: 1250– 1255. 8857921
- [8]Kulminski AM, Culminskaya I, Arbeev KG, Ukraintseva SV, Stallard E, et al (2013) The role of lipid-related genes, aging-related processes, and environment in healthspan. Aging Cell 12: 237– 246. 23320904 PMC3602307
- [9]Soerensen M, Dato S, Tan Q, Thinggaard M, Kleindorp R, et al (2013) Evidence from case-control and longitudinal studies supports associations of genetic variation in APOE, CETP, and IL6 with human longevity. Age (Dordr) 35: 487– 500. 22234866 PMC3592963
- [10]Christensen K, Johnson TE, Vaupel JW (2006) The quest for genetic determinants of human longevity: challenges and insights. Nat Rev Genet 7: 436– 448. 16708071 PMC2726954
- [11]Napolioni V, Gianni P, Carpi FM, Predazzi IM, Lucarini N (2011) APOE haplotypes are associated with human longevity in a Central Italy population: evidence for epistasis with HP 1/2 polymorphism. Clin Chim Acta 412: 1821– 1824. 21703254
- [12]Deelen J, Beekman M, Uh HW, Helmer Q, Kuningas M, et al (2011) Genome-wide association study identifies a single major locus contributing to survival into old age; the APOE locus revisited. Aging Cell 10: 686– 698. 21418511 PMC3193372
- [13]Nebel A, Kleindorp R, Caliebe A, Nothnagel M, Blanche H, et al (2011) A genome-wide association study confirms APOE as the major gene influencing survival in long-lived individuals. Mechanisms of Ageing and Development 132: 324– 330. 21740922
- [14]Jazwinski SM, Kim S, Dai J, Li L, Bi X, et al (2010) HRAS1 and LASS1 with APOE are associated with human longevity and healthy aging. Aging Cell 9: 698– 708. 20569235 PMC2941558
- [15]Ewbank DC (2004) The APOE gene and differences in life expectancy in Europe. J Gerontol A Biol Sci Med Sci 59: 16– 20. 14718482
- [16]Little DM, Crooks VC, Petitti DB, Chiu V, Schellenberg GD, et al (2009) Mortality, dementia, and apolipoprotein E genotype in elderly white women in the United States. J Am Geriatr Soc 57: 231– 236. 19207139
- [17]Rosvall L, Rizzuto D, Wang HX, Winblad B, Graff C, et al (2009) APOE-related mortality: effect of dementia, cardiovascular disease and gender. Neurobiol Aging 30: 1545– 1551. 18237822
- [18]Jacobsen R, Martinussen T, Christiansen L, Jeune B, Andersen-Ranberg K, et al (2010) Increased effect of the ApoE gene on survival at advanced age in healthy and long-lived Danes: two nationwide cohort studies. Aging Cell 9: 1004– 1009. 20849521 PMC2988163
- [19]Kulminski AM, Culminskaya I, Ukraintseva SV, Arbeev KG, Arbeeva L, et al (2011) Trade-off in the effects of the apolipoprotein E polymorphism on the ages at onset of CVD and cancer influences human lifespan. Aging Cell 10: 533– 541. 21332925 PMC3094490
- [20]Schwanke CH, da Cruz IB, Leal NF, Scheibe R, Moriguchi Y, et al (2002) Analysis of the association between apolipoprotein E polymorphism and cardiovascular risk factors in an elderly population with longevity. Arq Bras Cardiol 78: 561– 579. 12185856
- [21]Ruiu G, Cassader M, Gambino R, Alemanno N, Demichieli F, et al (1995) Apolipoprotein E allele frequencies in an Italian population: relation to age and lipid profile. Aging (Milano) 7: 185– 189. 8541369
- [22]Galinsky D, Tysoe C, Brayne CE, Easton DF, Huppert FA, et al (1997) Analysis of the apo E/apo C-I, angiotensin converting enzyme and methylenetetrahydrofolate reductase genes as candidates affecting human longevity. Atherosclerosis 129: 177– 183. 9105559
- [23]Panza F, Frisardi V, Capurso C, D'Introno A, Colacicco AM, et al (2009) Apolipoprotein E, dementia, and human longevity. J Am Geriatr Soc 57: 740– 742. 19405181
- [24]Lewis SJ, Brunner EJ (2004) Methodological problems in genetic association studies of longevity–the apolipoprotein E gene as an example. Int J Epidemiol 33: 962– 970. 15319409
- [25]Finch CE (2012) Evolution of the human lifespan, past, present, and future: phases in the evolution of human life expectancy in relation to the inflammatory load. Proc Am Philos Soc 156: 9– 44. 23035388
- [26]Drenos F, Kirkwood TB (2010) Selection on alleles affecting human longevity and late-life disease: the example of apolipoprotein E. PLoS One 5: e10022. 20368805 PMC2848859
- [27]Charlesworth B (1996) Evolution of senescence: Alzheimer's disease and evolution. Curr Biol 6: 20– 22. 8805211
- [28]Martin GM (1999) APOE alleles and lipophylic pathogens. Neurobiol Aging 20: 441– 443. 10604437
- [29]Finch CE (2010) Evolution in health and medicine Sackler colloquium: Evolution of the human lifespan and diseases of aging: roles of infection, inflammation, and nutrition. Proc Natl Acad Sci U S A 107 Suppl 1: 1718– 1724. 19966301 PMC2868286
- [30]Kuhlmann I, Minihane AM, Huebbe P, Nebel A, Rimbach G (2010) Apolipoprotein E genotype and hepatitis C, HIV and herpes simplex disease risk: a literature review. Lipids Health Dis 9: 8. 20109174 PMC2830997
- [31]Schupf N, Barral S, Perls T, Newman A, Christensen K, et al (2013) Apolipoprotein E and familial longevity. Neurobiol Aging 34: 1287– 1291. 23040522 PMC3545094
- [32]Ewbank DC (2002) Mortality differences by APOE genotype estimated from demographic synthesis. Genet Epidemiol 22: 146– 155. 11788960
- [33]Yashin AI, Wu D, Arbeev KG, Ukraintseva SV (2012) Polygenic Effects of Common Single-Nucleotide Polymorphisms on Life Span: When Association Meets Causality. Rejuvenation Res 15: 381– 94. 22533364 PMC3419841
- [34]Day-Williams AG, Zeggini E (2011) The effect of next-generation sequencing technology on complex trait research. Eur J Clin Invest 41: 561– 567. 21155765 PMC3107422
- [35]McClellan J, King MC (2010) Genetic heterogeneity in human disease. Cell 141: 210– 217. 20403315
- [36]Kulminski AM (2013) Unraveling genetic origin of aging-related traits: evolving concepts. Rejuvenation Res 16: 304– 312. 23768105 PMC3746287
- [37]Campos M, Edland SD, Peavy GM (2013) Exploratory study of apolipoprotein E epsilon4 genotype and risk of Alzheimer's disease in Mexican Hispanics. J Am Geriatr Soc 61: 1038– 1040. 23772735 PMC3694500
- [38]Kulminski AM, Culminskaya I, Arbeev KG, Ukraintseva SV, Arbeeva L, et al (2013) Trade-off in the effect of the APOE gene on the ages at onset of cardiocascular disease and cancer across ages, gender, and human generations. Rejuvenation Res 16: 28– 34. 23094790 PMC3582279
- [39]Newman AB, Sachs MC, Arnold AM, Fried LP, Kronmal R, et al (2009) Total and cause-specific mortality in the cardiovascular health study. J Gerontol A Biol Sci Med Sci 64: 1251– 1261. 19723772 PMC2773812
- [40]Saadat M (2012) Apolipoprotein E (APOE) Polymorphisms and Susceptibility to Breast Cancer: A Meta-Analysis. Cancer Res Treat 44: 121– 126. 22802750 PMC3394861
- [41]Chen YC, Pohl G, Wang TL, Morin PJ, Risberg B, et al (2005) Apolipoprotein E is required for cell proliferation and survival in ovarian cancer. Cancer Res 65: 331– 337. 15665311
- [42]Sakashita K, Tanaka F, Zhang X, Mimori K, Kamohara Y, et al (2008) Clinical significance of ApoE expression in human gastric cancer. Oncol Rep 20: 1313– 1319. 19020708
- [43]Slattery ML, Sweeney C, Murtaugh M, Ma KN, Potter JD, et al (2005) Associations between apoE genotype and colon and rectal cancer. Carcinogenesis 26: 1422– 1429. 15817610
- [44]Rockwood K, Nassar B, Mitnitski A (2008) Apolipoprotein E-polymorphism, frailty and mortality in older adults. J Cell Mol Med 12: 2754– 2761. 18266965 PMC3828888
- [45]Jofre-Monseny L, Minihane AM, Rimbach G (2008) Impact of apoE genotype on oxidative stress, inflammation and disease risk. Mol Nutr Food Res 52: 131– 145. 18203129
- [46]de Magalhaes JP (2013) How ageing processes influence cancer. Nat Rev Cancer 13: 357– 365. 23612461
- [47]Zetterberg H, Palmer M, Ricksten A, Poirier J, Palmqvist L, et al (2002) Influence of the apolipoprotein E epsilon4 allele on human embryonic development. Neurosci Lett 324: 189– 192. 12009520
- [48]Becher JC, Keeling JW, McIntosh N, Wyatt B, Bell J (2006) The distribution of apolipoprotein E alleles in Scottish perinatal deaths. J Med Genet 43: 414– 418. 16183800 PMC2564516
- [49]Oria RB, Patrick PD, Blackman JA, Lima AA, Guerrant RL (2007) Role of apolipoprotein E4 in protecting children against early childhood diarrhea outcomes and implications for later development. Med Hypotheses 68: 1099– 1107. 17098371 PMC3993898
- [50]Wozniak MA, Itzhaki RF, Faragher EB, James MW, Ryder SD, et al (2002) Apolipoprotein E-epsilon 4 protects against severe liver disease caused by hepatitis C virus. Hepatology 36: 456– 463. 12143056
- [51]Fabris C, Toniutto P, Bitetto D, Minisini R, Smirne C, et al (2005) Low fibrosis progression of recurrent hepatitis C in apolipoprotein E epsilon4 carriers: relationship with the blood lipid profile. Liver Int 25: 1128– 1135. 16343062
- [52]Vitek MP, Brown CM, Colton CA (2009) APOE genotype-specific differences in the innate immune response. Neurobiol Aging 30: 1350– 1360. 18155324 PMC2782461
- [53]Malaguarnera M, Cristaldi E, Romano G, Malaguarnera L (2012) Autoimmunity in the elderly: Implications for cancer. J Cancer Res Ther 8: 520– 527. 23361268
- [54]Bergman A, Atzmon G, Ye K, MacCarthy T, Barzilai N (2007) Buffering mechanisms in aging: a systems approach toward uncovering the genetic component of aging. PLoS Comput Biol 3: e170. 17784782 PMC1963511
- [55]Govindaraju DR, Cupples LA, Kannel WB, O'Donnell CJ, Atwood LD, et al (2008) Genetics of the Framingham Heart Study population. Adv Genet 62: 33– 65. 19010253 PMC3014216
- [56]Splansky GL, Corey D, Yang Q, Atwood LD, Cupples LA, et al (2007) The Third Generation Cohort of the National Heart, Lung, and Blood Institute's Framingham Heart Study: design, recruitment, and initial examination. Am J Epidemiol 165: 1328– 1335. 17372189
- [57]Cupples LA, Heard-Costa N, Lee M, Atwood LD (2009) Genetics Analysis Workshop 16 Problem 2: the Framingham Heart Study data. BMC Proc 3 Suppl 7: S3. 20018020 PMC2795927
- [58]Driver JA, Beiser A, Au R, Kreger BE, Splansky GL, et al (2012) Inverse association between cancer and Alzheimer's disease: results from the Framingham Heart Study. British Medical Journal 344: e1442. 22411920 PMC3647385
- [59]Lahoz C, Schaefer EJ, Cupples LA, Wilson PW, Levy D, et al (2001) Apolipoprotein E genotype and cardiovascular disease in the Framingham Heart Study. Atherosclerosis 154: 529– 537. 11257253
- [61]Sebastiani P, Hadley EC, Province M, Christensen K, Rossi W, et al (2009) A family longevity selection score: ranking sibships by their longevity, size, and availability for study. Am J Epidemiol 170: 1555– 1562. 19910380 PMC2800272
- [62]Pedersen CB, Gotzsche H, Moller JO, Mortensen PB (2006) The Danish Civil Registration System. A cohort of eight million persons. Dan Med Bull 53: 441– 449. 17150149
- [63]Yashin AI, Arbeev KG, Kulminski A, Borecki I, Christensen K, et al (2010) “Predicting” parental longevity from offspring endophenotypes: data from the Long Life Family Study (LLFS). Mech Ageing Dev 131: 215– 222. 20184914 PMC2865225
- [64]Eichner JE, Dunn ST, Perveen G, Thompson DM, Stewart KE, et al (2002) Apolipoprotein E polymorphism and cardiovascular disease: a HuGE review. Am J Epidemiol 155: 487– 495. 11882522
- [65]Manton KG, Stallard E (1980) Mortality of the chronically impaired. Demography 17: 189– 206. 7389960
- Authors
- Kulminski, A. M., Arbeev, K. G., Culminskaya, I., Arbeeva, L., Ukraintseva, S. V., Stallard, E., Christensen, K., Schupf, N., Province, M. A., & Yashin, A. I.
- Affiliations
- Duke University (US)
- University of Southern Denmark (DK)
- Columbia University Irving Medical Center (US)
- Washington University in St. Louis (US)
- Corresponding author
- Kulminski, Alexander M.
- ORCID
- Venue
- PLoS Genetics
- Publisher
- Public Library of Science (PLoS)
- Published
- 2014-01-30
- Volume
- 10
- Issue
- 1
- Pages
- e1004141
- ISSN
- 1553-7390 (ISSN-L)
- 1553-7404
- PMC
- PMC3907310
- OpenAlex
- W2042625373
- Cited by
- 52
- References
- 67
- Citations by year
- 2026: 1 · 2024: 3 · 2022: 3 · 2021: 2 · 2020: 4 · 2019: 6 · 2018: 9 · 2017: 5 · 2016: 9 · 2015: 6 · 2014: 3
- FWCI
- 7.61
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- PLoS Genetics (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Digital Commons@Becker (Washington University School of Medicine) (submittedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- DukeSpace (Duke University) (submittedVersion, cc-by-nc-nd)
- DukeSpace (Duke University) (submittedVersion)
- University of Southern Denmark Research Portal (University of Southern Denmark) (submittedVersion)
- Columbia Academic Commons (Columbia University)
- Funders
- National Institute on Aging (U01AG023712, P50AG008702, U01AG023746, R01AG030612, P30AG034424, U01AG023749)
- National Heart, Lung, and Blood Institute
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (P2CHD065563, R24HD065563)
- Topics
- Health Sciences › Medicine › Surgery › Lipoproteins and Cardiovascular Health
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
- Keywords
- APOE ε4, APOE polymorphism, lifespan, gender differences, age effects, cancer mortality, cardiovascular disease, neurodegenerative diseases, mortality risk, life expectancy, sex differences in aging
- MeSH terms
- Age Factors, Aged, Aged, 80 and over, Alleles, Cardiovascular Diseases, Female, Genotype, Heterozygote, Humans, Longevity, Male, Neoplasms, Polymorphism, Genetic, Risk Factors, Sex Characteristics, Neurodegenerative Diseases, Apolipoprotein E4
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