@article {1006, title = {Coronary artery calcium, carotid artery wall thickness, and cardiovascular disease outcomes in adults 70 to 99 years old.}, journal = {Am J Cardiol}, volume = {101}, year = {2008}, month = {2008 Jan 15}, pages = {186-92}, abstract = {

Few population studies have evaluated the associations of both coronary artery calcium (CAC) and carotid ultrasound with cardiovascular events, especially in adults >70 years of age. At the Pittsburgh Field Center of the Cardiovascular Health Study, 559 men and women, mean age 80.2 (SD 4.1) years had CAC score assessed by electron beam computerized tomographic scan and common and internal carotid artery intimal medial wall thickness (CCA-IMT and ICA-IMT) by carotid ultrasound between 1998 and 2000 and were followed for total and incident cardiovascular disease events through June 2003. Crude rates and hazard ratios for total and incident events were examined with and without adjustment for cardiovascular risk factors. After 5 years, there were 127 cardiovascular disease events, 48 myocardial infarctions or cardiovascular disease deaths, and 28 strokes or stroke deaths. Total and incident cardiovascular disease event rates were higher in each quartile of CAC and CCA-IMT, but not of ICA-IMT. For total cardiovascular disease, the adjusted hazard ratio for the fourth versus first quartile of CAC was 2.1 (95\% confidence interval 1.2 to 3.9) and for CCA-IMT was 2.3 (95\% confidence interval 1.3 to 4.1). The CCA-IMT was more strongly related to stroke risk than was CAC, although CAC was also an important predictor of stroke. No significant gender differences were found, although relative risks appeared to be stronger in women, especially for stroke. In conclusion, in adults >70 years of age, CAC and CCA-IMT had similar hazard ratios for total cardiovascular disease and coronary heart disease. The CCA-IMT was more strongly related to stroke than CAC, but CAC was also a predictor of stroke.

}, keywords = {Aged, Aged, 80 and over, Carotid Artery Diseases, Carotid Artery, Common, Carotid Artery, Internal, Coronary Artery Disease, Coronary Vessels, Female, Humans, Male, ROC Curve, Severity of Illness Index, Survival Analysis, Ultrasonography, United States}, issn = {0002-9149}, doi = {10.1016/j.amjcard.2007.07.075}, author = {Newman, Anne B and Naydeck, Barbara L and Ives, Diane G and Boudreau, Robert M and Sutton-Tyrrell, Kim and O{\textquoteright}Leary, Daniel H and Kuller, Lewis H} } @article {1037, title = {A physiologic index of comorbidity: relationship to mortality and disability.}, journal = {J Gerontol A Biol Sci Med Sci}, volume = {63}, year = {2008}, month = {2008 Jun}, pages = {603-9}, abstract = {

BACKGROUND: In older adults, there is often substantial undiagnosed chronic disease detectable on noninvasive testing, not accounted for by most comorbidity indices. We developed a simple physiologic index of comorbidity by scoring five noninvasive tests across the full range of values. We examined the predictive validity of this index for mortality and disability.

METHODS: There were 2928 (mean age 74.5 years, 60\% women, 85\% white, and 15\% black) participants in the Cardiovascular Health Study (1992-1993) who had carotid ultrasound, pulmonary function testing, brain magnetic resonance scan, serum cystatin-C, and fasting glucose. These were combined into a single physiologic index of comorbid chronic disease on a scale of 0-10. Cox proportional hazard models were used to predict mortality, mobility limitation, and activities of daily living (ADL) difficulty after a maximum of 9 years.

RESULTS: The range of the physiologic index was quite broad, with very few individuals having total scores of either 0 or 10. Those with an index of 7-10 had a hazard ratio of 3.80 (95\% confidence interval, 2.82-5.13) for mortality compared to those with scores of 0-2, after adjustment for demographics, behavioral risk factors, and clinically diagnosed conditions. Associations with mobility limitation and ADL difficulty were also significant. The index explained about 40\% of the age effect on mortality risk.

CONCLUSION: Older adults with low levels of markers of chronic disease are rather rare but have remarkably good health outcomes. The ability of such an index to distinguish usual from low risk might provide an opportunity to better understand optimal health in old age.

}, keywords = {Activities of Daily Living, Aged, Comorbidity, Disabled Persons, Female, Health Status, Humans, Male, Mobility Limitation, Mortality, Predictive Value of Tests, Proportional Hazards Models}, issn = {1079-5006}, doi = {10.1093/gerona/63.6.603}, author = {Newman, Anne B and Boudreau, Robert M and Naydeck, Barbara L and Fried, Linda F and Harris, Tamara B} } @article {1168, title = {Cardiovascular disease is associated with greater incident dehydroepiandrosterone sulfate decline in the oldest old: the cardiovascular health study all stars study.}, journal = {J Am Geriatr Soc}, volume = {58}, year = {2010}, month = {2010 Mar}, pages = {421-6}, abstract = {

OBJECTIVES: To describe cross-sectional and longitudinal associations with dehydroepiandrosterone sulfate (DHEAS) and change in DHEAS with age.

DESIGN: Longitudinal cohort study.

SETTING: Pittsburgh, Pennsylvania.

PARTICIPANTS: Cardiovascular Health Study All Stars study participants assessed in 2005/06 (N=989, mean age 85.2, 63.5\% women, 16.5\% African American).

MEASUREMENTS: Health characteristics were assessed in 2005/06 according to DHEAS level, mean DHEAS and DHEAS change across age categories were tested, and linear and logistic regression was used to identify factors present in 1996/97 associated with continuous and categorical DHEAS change.

RESULTS: Mean +/- standard deviation DHEAS was 0.555 +/- 0.414 microg/mL in 1996/97 and 0.482 +/- 0.449 microg/mL in 2005/06 for women and 0.845 +/- 0.520 microg/mL in 1996/97 and 0.658 +/- 0.516 microg/mL in 2005/06 for men. In 2005/06, DHEAS was lower in women and subjects with cardiovascular disease (CVD) and chronic pulmonary disease and higher for African Americans and subjects with hypertension and high cholesterol. Mean DHEAS change was greater in men (-0.200 microg/mL) than in women (-0.078 microg/mL) (P<.001). Each 1-year increase in age attenuated the effect of male sex by 0.01 microg/mL (P=.009), abolishing the sex difference in DHEAS change by age 79. Presence of CVD before the study period was associated with greater absolute DHEAS change (beta=-0.04 microg/mL, P=.04) and with the fourth quartile of DHEAS change versus the first to third quartiles (odds ratio=1.46, 95\% confidence interval=1.03-2.05).

CONCLUSION: DHEAS change continues into very old age, is not homogenous, is affected by sex, and is associated with prevalent CVD. Future studies should investigate factors that might accelerate DHEAS decline.

}, keywords = {Age Distribution, Aged, Aged, 80 and over, Biomarkers, Cardiovascular Diseases, Cross-Sectional Studies, Dehydroepiandrosterone Sulfate, Female, Humans, Longitudinal Studies, Male, Multivariate Analysis, Regression Analysis, Sex Distribution, United States}, issn = {1532-5415}, doi = {10.1111/j.1532-5415.2010.02724.x}, author = {Sanders, Jason L and Boudreau, Robert M and Cappola, Anne R and Arnold, Alice M and Robbins, John and Cushman, Mary and Newman, Anne B} } @article {1185, title = {Long-term retention of older adults in the Cardiovascular Health Study: implications for studies of the oldest old.}, journal = {J Am Geriatr Soc}, volume = {58}, year = {2010}, month = {2010 Apr}, pages = {696-701}, abstract = {

OBJECTIVES: To describe retention according to age and visit type (clinic, home, telephone) and to determine characteristics associated with visit types for a longitudinal epidemiological study in older adults.

DESIGN: Longitudinal cohort study.

SETTING: Four U.S. clinical sites.

PARTICIPANTS: Five thousand eight hundred eighty-eight Cardiovascular Health Study (CHS) participants aged 65 to 100 at 1989/90 or 1992/93 enrollment (58.6\% female; 15.7\% black). CHS participants were contacted every 6 months, with annual assessments through 1999 and in 2005/06 for the All Stars Study visit of the CHS cohort (aged 77-102; 66.5\% female; 16.6\% black).

MEASUREMENTS: All annual contacts through 1999 (n=43,772) and for the 2005/06 visit (n=1,942).

RESULTS: CHS had 43,772 total participant contacts from 1989 to 1999: 34,582 clinic visits (79.0\%), 2,238 refusals (5.1\%), 4,401 telephone visits (10.1\%), 1,811 home visits (4.1\%), and 740 other types (1.7\%). In 2005/06, the All Stars participants of the CHS cohort had 36.6\% clinic, 22.3\% home, and 41.1\% telephone visits. Compared with participants aged 65 to 69, odds ratios of not attending a CHS clinic visit were 1.82 (95\% confidence interval (CI)=1.54-2.13), 2.94 (95\% CI=2.45-3.57), 4.55 (95\% CI=3.70-5.56), and 9.09 (95\% CI=7.69-11.11) for those aged 70 to 74, 75 to 79, 80 to 84, and 85 and older, respectively, in sex-adjusted regression. In multivariable regression, participants with a 2005/06 clinic visit were younger, more likely to be male and in good health, and had had better cognitive and physical function 7 years earlier than participants with other visit types. Participants with home, telephone, and missing visits were similar on characteristics measured 7 years earlier.

CONCLUSION: Offering home, telephone, and proxy visits are essential to optimizing follow-up of aging cohorts. Home visits increased in-person retention from 36.5\% to 58.8\% and diversified the cohort with respect to age, health, and physical functioning.

}, keywords = {Age Factors, Aged, Aged, 80 and over, Ambulatory Care Facilities, Analysis of Variance, Cardiovascular Diseases, Chi-Square Distribution, Epidemiologic Studies, Female, Geriatric Assessment, House Calls, Humans, Logistic Models, Longitudinal Studies, Male, Multivariate Analysis, Patient Dropouts, Patient Selection, Research Subjects, Telephone, United States}, issn = {1532-5415}, doi = {10.1111/j.1532-5415.2010.02770.x}, author = {Strotmeyer, Elsa S and Arnold, Alice M and Boudreau, Robert M and Ives, Diane G and Cushman, Mary and Robbins, John A and Harris, Tamara B and Newman, Anne B} } @article {1318, title = {Measurement of organ structure and function enhances understanding of the physiological basis of frailty: the Cardiovascular Health Study.}, journal = {J Am Geriatr Soc}, volume = {59}, year = {2011}, month = {2011 Sep}, pages = {1581-8}, abstract = {

OBJECTIVES: To determine whether disease burden is associated with frailty independent of diagnosed chronic disease and whether physiological measurements provide greater understanding of the etiology of frailty.

DESIGN: Cross-sectional.

SETTING: Community.

PARTICIPANTS: Two thousand four hundred thirty-seven participants in the Cardiovascular Health Study, 1992/93 examination (mean age 74.8 {\textpm} 4.8, 43.4\% male, 95.8\% white).

MEASUREMENTS: Disease burden and frailty were tabulated using 10-point scales (0 = healthy, 10 = unhealthy). Disease burden was the sum of measurements characterizing the vasculature, brain, kidneys, lungs, and glucose metabolism. Frailty was assessed using the frailty index reported by Fried. Multivariate linear models were used to determine the association between disease burden (predictor) and frailty (outcome).

RESULTS: Unadjusted, 1-point-higher disease burden was associated with a 0.28-point-higher frailty score (P < .001). White matter grade, forced vital capacity, and cystatin-C were particularly strongly and significantly associated with frailty. Disease burden attenuated the association between frailty and age by 29\%, and disease burden and age had similar associations with frailty. Disease burden attenuated the association between frailty and fibrinogen, Factor VIII, and C-reactive protein by 32\%, 56\%, and 83\%, respectively. Frailty was associated with diagnosed depression, stroke, cognitive impairment, arthritis, and pulmonary disease but not coronary heart disease, diabetes mellitus, or kidney disease in the presence of a summary of disease burden. In the adjusted model, disease burden remained significantly associated with frailty (β = 0.11, P < .001).

CONCLUSION: Disease burden was independently and significantly associated with frailty. These results emphasize that typically unrecognized physiological changes may contribute significantly to frailty.

}, keywords = {Aged, 80 and over, Cardiovascular Diseases, Chronic Disease, Cost of Illness, Cross-Sectional Studies, Female, Frail Elderly, Humans, Male}, issn = {1532-5415}, doi = {10.1111/j.1532-5415.2011.03557.x}, author = {Sanders, Jason L and Boudreau, Robert M and Fried, Linda P and Walston, Jeremy D and Harris, Tamara B and Newman, Anne B} } @article {1346, title = {NK-like T cells and plasma cytokines, but not anti-viral serology, define immune fingerprints of resilience and mild disability in exceptional aging.}, journal = {PLoS One}, volume = {6}, year = {2011}, month = {2011}, pages = {e26558}, abstract = {

Exceptional aging has been defined as maintenance of physical and cognitive function beyond the median lifespan despite a history of diseases and/or concurrent subclinical conditions. Since immunity is vital to individual fitness, we examined immunologic fingerprint(s) of highly functional elders. Therefore, survivors of the Cardiovascular Health Study in Pittsburgh, Pennsylvania, USA were recruited (n = 140; mean age = 86 years) and underwent performance testing. Blood samples were collected and examined blindly for humoral factors and T cell phenotypes. Based on results of physical and cognitive performance testing, elders were classified as "impaired" or "unimpaired", accuracy of group assignment was verified by discriminant function analysis. The two groups showed distinct immune profiles as determined by factor analysis. The dominant immune signature of impaired elders consisted of interferon (IFN)-γ, interleukin (IL)-6, tumor necrosis factor-α, and T cells expressing inhibitory natural killer-related receptors (NKR) CD158a, CD158e, and NKG2A. In contrast, the dominant signature of unimpaired elders consisted of IL-5, IL-12p70, and IL-13 with co-expression of IFN-γ, IL-4, and IL-17, and T cells expressing stimulatory NKRs CD56, CD16, and NKG2D. In logistic regression models, unimpaired phenotype was predicted independently by IL-5 and by CD4(+)CD28(null)CD56(+)CD57(+) T cells. All elders had high antibody titers to common viruses including cytomegalovirus. In cellular bioassays, T cell receptor (TCR)-independent ligation of either CD56 or NKG2D elicited activation of T cells. Collectively, these data demonstrate the importance of immunological parameters in distinguishing between health phenotypes of older adults. NKR(+) T cells and cytokine upregulation indicate a unique physiologic environment in old age. Correlation of particular NKR(+) T cell subsets and IL-5 with unimpaired performance, and NKR-driven TCR-independent activation of T cells suggest novel immunopathway(s) that could be exploited to improve immunity in old age.

}, keywords = {Adolescent, Adult, Aged, 80 and over, Aging, Cardiovascular Physiological Phenomena, CD56 Antigen, Cognition Disorders, Cytokines, Gene Expression Regulation, Humans, Immunity, Humoral, Killer Cells, Natural, Longevity, Male, NK Cell Lectin-Like Receptor Subfamily K, Phenotype, Physical Fitness, T-Lymphocyte Subsets, Young Adult}, issn = {1932-6203}, doi = {10.1371/journal.pone.0026558}, author = {Vallejo, Abbe N and Hamel, David L and Mueller, Robert G and Ives, Diane G and Michel, Joshua J and Boudreau, Robert M and Newman, Anne B} } @article {1328, title = {Leukocyte telomere length is associated with noninvasively measured age-related disease: The Cardiovascular Health Study.}, journal = {J Gerontol A Biol Sci Med Sci}, volume = {67}, year = {2012}, month = {2012 Apr}, pages = {409-16}, abstract = {

BACKGROUND: Most studies of leukocyte telomere length (LTL) focus on diagnosed disease in one system. A more encompassing depiction of health is disease burden, defined here as the sum of noninvasively measured markers of structure or function in different organ systems. We determined if (a) shorter LTL is associated with greater age-related disease burden and (b) shorter LTL is less strongly associated with disease in individual systems or diagnosed chronic conditions (cardiovascular disease, stroke, pulmonary disease, diabetes, kidney disease, arthritis, or depression).

METHODS: LTL was measured by Southern blots of terminal restriction fragment length. Age-related disease was measured noninvasively and included carotid intima-media thickness, lung vital capacity, white matter grade, cystatin-C, and fasting glucose; each graded 0 (best tertile), 1 (middle tertile), or 2 (worst tertile) and summed (0 to 10) to estimate disease burden. Of 419 participants randomly selected for LTL measurement, 236 had disease burden assessed (mean [SD] age 74.2 [4.9] years, 42.4\% male, 86.8\% white, and 13.2\% black).

RESULTS: Mean (SD) LTL was 6,312 (615) bp, and disease score was 4.7 (2.1) points. An SD higher disease score (β [SE] = -132 [47] bp, p < .01), age (β [SE] = -107 [46], p = .02) or carotid thickness (β [SE] = -95 [40] bp, p = .02) was associated with shorter LTL, but diagnosed conditions or number of conditions were not associated with LTL. Disease score attenuated the effect of age on LTL by 35\%.

CONCLUSION: LTL was associated with a characterization of age-related disease burden across multiple physiologic systems, which was comparable to, but independent of, its association with age.

}, keywords = {African Americans, Aged, Aged, 80 and over, Cardiovascular Diseases, Carotid Intima-Media Thickness, Chronic Disease, Cystatin C, European Continental Ancestry Group, Female, Humans, Leukocytes, Lung, Male, Middle Aged, Telomere Homeostasis}, issn = {1758-535X}, doi = {10.1093/gerona/glr173}, author = {Sanders, Jason L and Fitzpatrick, Annette L and Boudreau, Robert M and Arnold, Alice M and Aviv, Abraham and Kimura, Masayuki and Fried, Linda F and Harris, Tamara B and Newman, Anne B} } @article {1334, title = {Slower gait, slower information processing and smaller prefrontal area in older adults.}, journal = {Age Ageing}, volume = {41}, year = {2012}, month = {2012 Jan}, pages = {58-64}, abstract = {

BACKGROUND: Slower gait in older adults is related to smaller volume of the prefrontal area (PFAv). The pathways underlying this association have not yet been explored. Understanding slowing gait could help improve function in older age. We examine whether the association between smaller PFAv and slower gait is explained by lower performance on numerous neuropsychological tests.

HYPOTHESIS: We hypothesise that slower information processing explains this association, while tests of language or memory will not.

METHODS: Data on brain imaging, neuropsychological tests (information processing speed, visuospatial attention, memory, language, mood) and time to walk 15 feet were obtained in 214 adults (73.3 years, 62\% women) free from stroke and dementia. Covariates included central (white matter hyperintensities, vision) and peripheral contributors of gait (vibration sense, muscle strength, arthritis, body mass index), demographics (age, race, gender, education), as well as markers of prevalent vascular diseases (cardiovascular disease, diabetes and ankle arm index).

RESULTS: In linear regression models, smaller PFAv was associated with slower time to walk independent of covariates. This association was no longer significant after adding information processing speed to the model. None of the other neuropsychological tests significantly attenuated this association.

CONCLUSIONS: We conclude that smaller PFAv may contribute to slower gait through slower information processing. Future longitudinal studies are warranted to examine the casual relationship between focal brain atrophy with slowing in information processing and gait.

}, keywords = {Affect, Aged, Aged, 80 and over, Aging, Attention, Body Mass Index, Cross-Sectional Studies, Female, Gait Disorders, Neurologic, Geriatric Assessment, Humans, Male, Memory, Mental Disorders, Mental Processes, Muscle Strength, Neuroimaging, Neuropsychological Tests, Prefrontal Cortex, Prevalence, Walking}, issn = {1468-2834}, doi = {10.1093/ageing/afr113}, author = {Rosano, Caterina and Studenski, Stephanie A and Aizenstein, Howard J and Boudreau, Robert M and Longstreth, William T and Newman, Anne B} } @article {6000, title = {Do changes in circulating biomarkers track with each other and with functional changes in older adults?}, journal = {J Gerontol A Biol Sci Med Sci}, volume = {69}, year = {2014}, month = {2014 Feb}, pages = {174-81}, abstract = {

BACKGROUND: It is unclear if changes in proposed circulating biomarkers of aging are strongly correlated to each other or functional change. We tested if biomarker changes track with each other and with functional measures over 9 years in older adults.

METHODS: Dehydroepiandrosterone sulfate (DHEAS), adiponectin, insulin-like growth factor 1 (IGF-1), IGF binding proteins 1 (IGFBP-1) and 3 (IGFBP-3), interleukin-6 (IL-6), cholesterol, and function (gait speed, grip strength, Modified Mini Mental Status Exam [3MSE] and Digit Symbol Substitution Test [DSST] scores) were measured in 1996-1997 and 2005-2006 in the Cardiovascular Health Study All Stars study (N = 901, mean [standard deviation, SD] age 85.3 [3.6] years in 2005-2006). Adjusted Pearson correlations illustrated if biomarkers tracked together. Multivariable linear regression demonstrated if biomarker changes tracked with functional changes.

RESULTS: Correlations among biomarker changes were mostly <0.2. In models with each biomarker entered separately, a 1-SD increase biomarker change was associated with change in function as follows: grip strength (DHEAS β = 0.61kg, p = .001; IL-6 β = -0.46kg, p = .012; cholesterol men β = 0.79kg, p = .016); gait speed (DHEAS β = 0.02 meters per second, p = .039; IL-6 β = -0.018 meters per second, p = .049); and DSST score (DHEAS women β = 1.46, p = .004; IL-6 β = -0.83, p = .027). When biomarkers were entered in the same model, significant associations remaining were as follows: grip strength (DHEAS β = 0.54kg, p = .005; IL-6 β = -0.43kg, p = .022); 3MSE score (IGF-1 β = 0.96, p = .04; IGFBP-3 β = -1.07, p = .024); and DSST score (DHEAS women β = 1.27, p = .012; IL-6 β = -0.80, p = .04).

CONCLUSION: Changes in biomarkers were poorly correlated, supporting a model of stochastic, independent change across systems. DHEAS and IL-6 tracked most closely with function, illustrating that changes in inflammation and sex steroids may play dominant roles in changes of these functional outcomes.

}, keywords = {Adiponectin, Aged, Aged, 80 and over, Aging, Biomarkers, Cholesterol, Cognition, Cohort Studies, Dehydroepiandrosterone Sulfate, Female, Gait, Hand Strength, Humans, Insulin-Like Growth Factor Binding Protein 1, Insulin-Like Growth Factor Binding Protein 3, Insulin-Like Growth Factor I, Interleukin-6, Male, Neuropsychological Tests, Psychomotor Performance, Time Factors}, issn = {1758-535X}, doi = {10.1093/gerona/glt088}, author = {Sanders, Jason L and Ding, Victoria and Arnold, Alice M and Kaplan, Robert C and Cappola, Anne R and Kizer, Jorge R and Boudreau, Robert M and Cushman, Mary and Newman, Anne B} } @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 {6692, title = {A variant of sparse partial least squares for variable selection and data exploration.}, journal = {Front Neuroinform}, volume = {8}, year = {2014}, month = {2014}, pages = {18}, abstract = {When data are sparse and/or predictors multicollinear, current implementation of sparse partial least squares (SPLS) does not give estimates for non-selected predictors nor provide a measure of inference. In response, an approach termed "all-possible" SPLS is proposed, which fits a SPLS model for all tuning parameter values across a set grid. Noted is the percentage of time a given predictor is chosen, as well as the average non-zero parameter estimate. Using a "large" number of multicollinear predictors, simulation confirmed variables not associated with the outcome were least likely to be chosen as sparsity increased across the grid of tuning parameters, while the opposite was true for those strongly associated. Lastly, variables with a weak association were chosen more often than those with no association, but less often than those with a strong relationship to the outcome. Similarly, predictors most strongly related to the outcome had the largest average parameter estimate magnitude, followed by those with a weak relationship, followed by those with no relationship. Across two independent studies regarding the relationship between volumetric MRI measures and a cognitive test score, this method confirmed a priori hypotheses about which brain regions would be selected most often and have the largest average parameter estimates. In conclusion, the percentage of time a predictor is chosen is a useful measure for ordering the strength of the relationship between the independent and dependent variables, serving as a form of inference. The average parameter estimates give further insight regarding the direction and strength of association. As a result, all-possible SPLS gives more information than the dichotomous output of traditional SPLS, making it useful when undertaking data exploration and hypothesis generation for a large number of potential predictors.}, issn = {1662-5196}, doi = {10.3389/fninf.2014.00018}, author = {Olson Hunt, Megan J and Weissfeld, Lisa and Boudreau, Robert M and Aizenstein, Howard and Newman, Anne B and Simonsick, Eleanor M and Van Domelen, Dane R and Thomas, Fridtjof and Yaffe, Kristine and Rosano, Caterina} } @article {6596, title = {Multisystem physiologic impairments and changes in gait speed of older adults.}, journal = {J Gerontol A Biol Sci Med Sci}, volume = {70}, year = {2015}, month = {2015 Mar}, pages = {319-24}, abstract = {

BACKGROUND: Slowed gait is an important health indicator in older adults but a single identifiable cause is often lacking. We assessed whether a summary index measuring impairments across multiple physiologic systems was associated with slowed gait in older individuals.

METHODS: Data from the Cardiovascular Health Study (n = 3,010) were used to assess associations between baseline physiologic index (measuring vasculature, brain, kidneys, lungs, and glucose metabolism; range 0-10 with 0-2 points/system and lower score indicating higher function) and annual gait speed (m/s) over 6 years. Participants with complete data on the physiologic index and at least two gait speed measures were included. Mean gait speed and 95\% confidence intervals (CI) by category of index were calculated using mixed effects models.

RESULTS: Those with scores of three or higher on the index had significantly slower gait speed at baseline compared to those with scores of 0-2 (7-10: mean speed = 0.83 m/s, 95\% CI: 0.80, 0.84; 0-2: mean speed = 1.01 m/s, 95\% CI: 0.99, 1.03). Those with higher indices also had faster decline in gait speed compared to those with lower scores after adjustment for demographic and health characteristics (7-10: change in speed = -0.020 m/s/year, 95\% CI: -0.024, -0.016; 0-2: change in speed= -0.010 m/s/year, 95\% CI: -0.014, -0.006).

CONCLUSIONS: Greater impairment across five organ systems was associated with slower gait speed and greater declines in gait speed over 6 years. Impairments accumulated over multiple physiologic systems may make older adults more vulnerable to slow gait speed.

}, keywords = {Age Factors, Aged, Aged, 80 and over, Brain, Cardiovascular Physiological Phenomena, Cohort Studies, Female, Gait, Geriatric Assessment, Glucose, Health Status Indicators, Humans, Kidney, Lung, Male, Sensitivity and Specificity, Time Factors}, issn = {1758-535X}, doi = {10.1093/gerona/glu176}, author = {Rosso, Andrea L and Sanders, Jason L and Arnold, Alice M and Boudreau, Robert M and Hirsch, Calvin H and Carlson, Michelle C and Rosano, Caterina and Kritchevsky, Stephen B and Newman, Anne B} } @article {7128, title = {Trajectories of function and biomarkers with age: the CHS All Stars Study.}, journal = {Int J Epidemiol}, year = {2016}, month = {2016 Jun 6}, abstract = {

BACKGROUND: Multimorbidity is a major driver of physical and cognitive impairment, but rates of decline are also related to ageing. We sought to determine trajectories of decline in a large cohort by disease status, and examined their correspondence with biomarkers of ageing processes including growth hormone, sex steroid, inflammation, visceral adiposity and kidney function pathways.

METHODS: We have followed the 5888 participants in the Cardiovascular Health Study (CHS) for healthy ageing and longevity since 1989-90. Gait speed, grip strength, modified mini-mental status examination (3MSE) and the digit symbol substitution test (DSST) were assessed annually to 1998-99 and again in 2005-06. Insulin-like growth hormone (IGF-1), dehydroepiandrosterone sulphate (DHEAS), interleukin-6 (IL-6), adiponectin and cystatin-C were assessed 3-5 times from stored samples. Health status was updated annually and dichotomized as healthy vs not healthy. Trajectories for each function measure and biomarker were estimated using generalized estimating equations as a function of age and health status using standardized values.

RESULTS: Trajectories of functional decline showed strong age acceleration late in life in healthy older men and women as well as in chronically ill older adults. Adiponectin, IL-6 and cystatin-C tracked with functional decline in all domains; cystatin-C was consistently associated with functional declines independent of other biomarkers. DHEAS was independently associated with grip strength and IL-6 with grip strength and gait speed trajectories.

CONCLUSIONS: Functional decline in late life appears to mark a fundamental ageing process in that it occurred and was accelerated in late life regardless of health status. Cystatin C was most consistently associated with these functional declines.

}, issn = {1464-3685}, doi = {10.1093/ije/dyw092}, author = {Newman, Anne B and Sanders, Jason L and Kizer, Jorge R and Boudreau, Robert M and Odden, Michelle C and Zeki Al Hazzouri, Adina and Arnold, Alice M} } @article {7671, title = {Association of biomarker and physiologic indices with mortality in older adults: Cardiovascular Health Study.}, journal = {J Gerontol A Biol Sci Med Sci}, year = {2018}, month = {2018 Apr 12}, abstract = {

Background: A goal of gerontology is discovering aging phenotypes that reflect biological aging distinct from disease pathogenesis. Biomarkers strongly and independently associated with mortality and which statistically attenuate chronologic age could be used to define such a phenotype. We determined the association of a Biomarker Index (BI) with mortality and compared it to a validated Physiologic Index (PI) in older adults.

Methods: The indices were constructed in the Cardiovascular Health Study, mean (SD) age 74.5 (5.1) years. The BI incorporated circulating levels of new biomarkers, including insulin-like growth factor (IGF)-1, IGF binding protein 3, amino-terminal pro-B-type natriuretic peptide, dehydroepiandrosterone sulfate, and interleukin-6, and was built in test (N=2197) and validation (N=1124) samples. The PI included carotid intima-media thickness, pulmonary capacity, brain white matter grade, cystatin-C, and fasting glucose. Multivariable Cox proportional hazards models predicting death were calculated with 10 years of follow-up.

Results: In separate age-adjusted models, the hazard ratio (HR) for mortality per point of the BI was 1.30 (95\% CI 1.25, 1.34) and the BI attenuated age by 25\%. The HR for the PI was 1.28 (1.24, 1.33) (29\% age attenuation). In the same model, the HR for the BI was 1.23 (1.18, 1.28) and for the PI was 1.22 (1.17, 1.26), and age was attenuated 42.5\%. Associations persisted after further adjustment.

Conclusions: The BI and PI were significantly and independently associated with mortality. Both attenuated the age effect on mortality substantially. The indices may be feasible phenotypes for developing interventions hoping to alter the trajectory of aging.

}, issn = {1758-535X}, doi = {10.1093/gerona/gly075}, author = {Sanders, Jason L and Arnold, Alice M and Boudreau, Robert M and Hirsch, Calvin H and Kizer, Jorge R and Kaplan, Robert C and Cappola, Anne R and Cushman, Mary and Jacob, Mini E and Kritchevsky, Stephen B and Newman, Anne B} } @article {8655, title = {Metabolites Associated with Walking Ability Among the Oldest Old from the CHS All Stars Study.}, journal = {J Gerontol A Biol Sci Med Sci}, volume = {75}, year = {2020}, month = {2020 11 13}, pages = {2371-2378}, abstract = {

BACKGROUND: Low walking ability is highly prevalent with advancing age and predicts major health outcomes. Metabolomics may help to better characterize differences in walking ability among older adults, providing insight into potentially altered molecular processes underlying age-related decline in functioning. We sought to identify metabolites and metabolic pathways associated with high versus low walking ability among 120 participants ages 79-95 from the CHS All Stars study.

METHODS: Using a nested case-control design, 60 randomly selected participants with low walking ability were matched one-to-one on age, gender, race, and fasting time with 60 participants with high walking ability. High versus low walking ability was defined as being in the best versus worst tertiles for both gait speed (>=0.9 vs <0.7 m/s) and the Walking Ability Index (7-9 vs 0-1). Using liquid chromatography-mass spectrometry, 569 metabolites were identified in overnight-fasting plasma.

RESULTS: Ninety-six metabolites were associated with walking ability, where 24\% were triacylglycerols. Triacylglycerols that were higher among those with high walking ability consisted mostly of polyunsaturated fatty acids, whereas triacylglycerols that were lower among those with high walking ability consisted mostly of saturated or monounsaturated fatty acids. Body composition partly explained associations between some metabolites and walking ability. Proline and arginine metabolism was a top pathway associated with walking ability.

CONCLUSION: These results may partly reflect pathways of modifiable risk factors, including excess dietary lipids and lack of physical activity, contributing to obesity and further alterations in metabolic pathways that lead to age-related decline in walking ability in this older adult cohort.

}, keywords = {Aged, Aged, 80 and over, Case-Control Studies, Female, Geriatric Assessment, Humans, Male, Metabolomics, Risk Factors, Walking, Walking Speed}, issn = {1758-535X}, doi = {10.1093/gerona/glaa030}, author = {Marron, Megan M and Wendell, Stacy G and Boudreau, Robert M and Clish, Clary B and Santanasto, Adam J and Tseng, George C and Zmuda, Joseph M and Newman, Anne B} } @article {9438, title = {Association of a blood-based aging biomarker index with death and chronic disease: Cardiovascular Health Study.}, journal = {J Gerontol A Biol Sci Med Sci}, year = {2023}, month = {2023 Jul 19}, abstract = {

BACKGROUND: A goal of gerontology is to discover phenotypes that reflect biological aging distinct from disease pathogenesis. Biomarkers that are strongly associated with mortality could be used to define such a phenotype. However, the relation of such an index with multiple chronic conditions warrants further exploration.

METHODS: A Biomarker Index (BI) was constructed in the Cardiovascular Health Study (N=3197), with a mean age of 74 years. The BI incorporated circulating levels of new biomarkers, including insulin-like growth factor-1, interleukin-6, amino-terminal pro-B-type natriuretic peptide, cystatin-C, C-reactive protein, tumor necrosis factor-alpha soluble receptor 1, fasting insulin, and fasting glucose, and was built based on their relationships with mortality. Cox proportional hazards models predicting a composite of death and chronic disease involving cardiovascular disease, dementia, and cancer were calculated with 6 years of follow-up.

RESULTS: The hazard ratio (HR, 95\% CI) for the composite outcome of death or chronic disease per category of BI was 1.65 (1.52, 1.80) and 1.75 (1.58, 1.94) in women and men, respectively. The HR (95\% CI) per 5 years of age was 1.57 (1.48, 1.67) and 1.55 (1.44, 1.67) in women and men, respectively. Moreover, BI could attenuate the effect of age on the composite outcome by 16.7\% and 22.0\% in women and men, respectively.

CONCLUSIONS: BI was significantly and independently associated with a composite outcome of death and chronic disease, and attenuated the effect of age. The BI that is composed of plasma biomarkers may be a practical intermediate phenotype for interventions aiming to modify the course of aging.

}, issn = {1758-535X}, doi = {10.1093/gerona/glad172}, author = {Zhang, Xiao and Sanders, Jason L and Boudreau, Robert M and Arnold, Alice M and Justice, Jamie N and Espeland, Mark A and Kuchel, George A and Barzilai, Nir and Kuller, Lewis H and Lopez, Oscar L and Kritchevsky, Stephen B and Newman, Anne B} } @article {9640, title = {Plasma proteomic signature of human longevity.}, journal = {Aging Cell}, year = {2024}, month = {2024 Mar 05}, pages = {e14136}, abstract = {

The identification of protein targets that exhibit anti-aging clinical potential could inform interventions to lengthen the human health span. Most previous proteomics research has been focused on chronological age instead of longevity. We leveraged two large population-based prospective cohorts with long follow-ups to evaluate the proteomic signature of longevity defined by survival to 90 years of age. Plasma proteomics was measured using a SOMAscan assay in 3067 participants from the Cardiovascular Health Study (discovery cohort) and 4690 participants from the Age Gene/Environment Susceptibility-Reykjavik Study (replication cohort). Logistic regression identified 211 significant proteins in the CHS cohort using a Bonferroni-adjusted threshold, of which 168 were available in the replication cohort and 105 were replicated (corrected p value <0.05). The most significant proteins were GDF-15 and N-terminal pro-BNP in both cohorts. A parsimonious protein-based prediction model was built using 33 proteins selected by LASSO with 10-fold cross-validation and validated using 27 available proteins in the validation cohort. This protein model outperformed a basic model using traditional factors (demographics, height, weight, and smoking) by improving the AUC from 0.658 to 0.748 in the discovery cohort and from 0.755 to 0.802 in the validation cohort. We also found that the associations of 169 out of 211 proteins were partially mediated by physical and/or cognitive function. These findings could contribute to the identification of biomarkers and pathways of aging and potential therapeutic targets to delay aging and age-related diseases.

}, issn = {1474-9726}, doi = {10.1111/acel.14136}, author = {Liu, Xiaojuan and Axelsson, Gisli Thor and Newman, Anne B and Psaty, Bruce M and Boudreau, Robert M and Wu, Chenkai and Arnold, Alice M and Aspelund, Thor and Austin, Thomas R and Gardin, Julius M and Siggeirsdottir, Kristin and Tracy, Russell P and Gerszten, Robert E and Launer, Lenore J and Jennings, Lori L and Gudnason, Vilmundur and Sanders, Jason L and Odden, Michelle C} }