@article {6280, title = {Heritability of and mortality prediction with a longevity phenotype: the healthy aging index.}, journal = {J Gerontol A Biol Sci Med Sci}, volume = {69}, year = {2014}, month = {2014 Apr}, pages = {479-85}, abstract = {

BACKGROUND: Longevity-associated genes may modulate risk for age-related diseases and survival. The Healthy Aging Index (HAI) may be a subphenotype of longevity, which can be constructed in many studies for genetic analysis. We investigated the HAI{\textquoteright}s association with survival in the Cardiovascular Health Study and heritability in the Long Life Family Study.

METHODS: The HAI includes systolic blood pressure, pulmonary vital capacity, creatinine, fasting glucose, and Modified Mini-Mental Status Examination score, each scored 0, 1, or 2 using approximate tertiles and summed from 0 (healthy) to 10 (unhealthy). In Cardiovascular Health Study, the association with mortality and accuracy predicting death were determined with Cox proportional hazards analysis and c-statistics, respectively. In Long Life Family Study, heritability was determined with a variance component-based family analysis using a polygenic model.

RESULTS: Cardiovascular Health Study participants with unhealthier index scores (7-10) had 2.62-fold (95\% confidence interval: 2.22, 3.10) greater mortality than participants with healthier scores (0-2). The HAI alone predicted death moderately well (c-statistic = 0.643, 95\% confidence interval: 0.626, 0.661, p < .0001) and slightly worse than age alone (c-statistic = 0.700, 95\% confidence interval: 0.684, 0.717, p < .0001; p < .0001 for comparison of c-statistics). Prediction increased significantly with adjustment for demographics, health behaviors, and clinical comorbidities (c-statistic = 0.780, 95\% confidence interval: 0.765, 0.794, p < .0001). In Long Life Family Study, the heritability of the HAI was 0.295 (p < .0001) overall, 0.387 (p < .0001) in probands, and 0.238 (p = .0004) in offspring.

CONCLUSION: The HAI should be investigated further as a candidate phenotype for uncovering longevity-associated genes in humans.

}, keywords = {Aged, Aging, Cardiovascular Diseases, Female, Genetic Predisposition to Disease, Genotype, Health Behavior, Humans, Longevity, Male, Phenotype, Retrospective Studies, Risk Factors, Survival Rate, United States}, issn = {1758-535X}, doi = {10.1093/gerona/glt117}, author = {Sanders, Jason L and Minster, Ryan L and Barmada, M Michael and Matteini, Amy M and Boudreau, Robert M and Christensen, Kaare and Mayeux, Richard and Borecki, Ingrid B and Zhang, Qunyuan and Perls, Thomas and Newman, Anne B} } @article {6703, title = {Genome-Wide Association Study and Linkage Analysis of the Healthy Aging Index.}, journal = {J Gerontol A Biol Sci Med Sci}, volume = {70}, year = {2015}, month = {2015 Aug}, pages = {1003-8}, abstract = {

BACKGROUND: The Healthy Aging Index (HAI) is a tool for measuring the extent of health and disease across multiple systems.

METHODS: We conducted a genome-wide association study and a genome-wide linkage analysis to map quantitative trait loci associated with the HAI and a modified HAI weighted for mortality risk in 3,140 individuals selected for familial longevity from the Long Life Family Study. The genome-wide association study used the Long Life Family Study as the discovery cohort and individuals from the Cardiovascular Health Study and the Framingham Heart Study as replication cohorts.

RESULTS: There were no genome-wide significant findings from the genome-wide association study; however, several single-nucleotide polymorphisms near ZNF704 on chromosome 8q21.13 were suggestively associated with the HAI in the Long Life Family Study (p < 10(-) (6)) and nominally replicated in the Cardiovascular Health Study and Framingham Heart Study. Linkage results revealed significant evidence (log-odds score = 3.36) for a quantitative trait locus for mortality-optimized HAI in women on chromosome 9p24-p23. However, results of fine-mapping studies did not implicate any specific candidate genes within this region of interest.

CONCLUSIONS: ZNF704 may be a potential candidate gene for studies of the genetic underpinnings of longevity.

}, keywords = {Aging, Apolipoproteins E, Forkhead Transcription Factors, Genetic Linkage, Genome-Wide Association Study, Humans, Longevity, Polymorphism, Single Nucleotide, Quantitative Trait Loci}, issn = {1758-535X}, doi = {10.1093/gerona/glv006}, author = {Minster, Ryan L and Sanders, Jason L and Singh, Jatinder and Kammerer, Candace M and Barmada, M Michael and Matteini, Amy M and Zhang, Qunyuan and Wojczynski, Mary K and Daw, E Warwick and Brody, Jennifer A and Arnold, Alice M and Lunetta, Kathryn L and Murabito, Joanne M and Christensen, Kaare and Perls, Thomas T and Province, Michael A and Newman, Anne B} }