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Shah RV, Miller P, Colangelo LA, Chernofsky A, Houstis NE, Malhotra R, Velagaleti RS, Jacobs DR, Gabriel KP, Reis JP, Lloyd‐Jones DM, Clish CB, Larson MG, Vasan RS, Murthy VL, Lewis GD, Nayor M. Blood-Based Fingerprint of Cardiorespiratory Fitness and Long-Term Health Outcomes in Young Adulthood. J Am Heart Assoc 2022; 11:e026670. [PMID: 36073631 PMCID: PMC9683648 DOI: 10.1161/jaha.122.026670] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 07/25/2022] [Indexed: 11/16/2022]
Abstract
Background Cardiorespiratory fitness is a powerful predictor of health outcomes that is currently underused in primary prevention, especially in young adults. We sought to develop a blood-based biomarker of cardiorespiratory fitness that is easily translatable across populations. Methods and Results Maximal effort cardiopulmonary exercise testing for quantification of cardiorespiratory fitness (by peak oxygen uptake) and profiling of >200 metabolites at rest were performed in the FHS (Framingham Heart Study; 2016-2019). A metabolomic fitness score was derived/validated in the FHS and was associated with long-term outcomes in the younger CARDIA (Coronary Artery Risk Development in Young Adults) study. In the FHS (derivation, N=451; validation, N=914; age 54±8 years, 53% women, body mass index 27.7±5.3 kg/m2), we used LASSO (least absolute shrinkage and selection operator) regression to develop a multimetabolite score to predict peak oxygen uptake (correlation with peak oxygen uptake r=0.77 in derivation, 0.61 in validation; both P<0.0001). In a linear model including clinical risk factors, a ≈1-SD higher metabolomic fitness score had equivalent magnitude of association with peak oxygen uptake as a 9.2-year age increment. In the CARDIA study (N=2300, median follow-up 26.9 years, age 32±4 years, 44% women, 44% Black individuals), a 1-SD higher metabolomic fitness score was associated with a 44% lower risk for mortality (hazard ratio [HR], 0.56 [95% CI, 0.47-0.68]; P<0.0001) and 32% lower risk for cardiovascular disease (HR, 0.68 [95% CI, 0.55-0.84]; P=0.0003) in models adjusted for age, sex, and race, which remained robust with adjustment for clinical risk factors. Conclusions A blood-based biomarker of cardiorespiratory fitness largely independent of traditional risk factors is associated with long-term risk of cardiovascular disease and mortality in young adults.
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Affiliation(s)
- Ravi V. Shah
- Vanderbilt Translational and Clinical Research CenterCardiology DivisionVanderbilt University Medical CenterNashvilleTN
| | - Patricia Miller
- Department of BiostatisticsBoston University School of Public HealthBostonMA
| | - Laura A. Colangelo
- Department of Preventive MedicineFeinberg School of MedicineNorthwestern UniversityChicagoIL
| | - Ariel Chernofsky
- Department of BiostatisticsBoston University School of Public HealthBostonMA
| | - Nicholas E. Houstis
- Cardiology DivisionDepartment of MedicineMassachusetts General HospitalHarvard Medical SchoolBostonMA
| | - Rajeev Malhotra
- Cardiology DivisionDepartment of MedicineMassachusetts General HospitalHarvard Medical SchoolBostonMA
| | | | - David R. Jacobs
- Division of Epidemiology and Community HealthSchool of Public HealthUniversity of MinnesotaMinneapolisMN
| | | | - Jared P. Reis
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood InstituteBethesdaMD
| | - Donald M. Lloyd‐Jones
- Department of Preventive MedicineFeinberg School of MedicineNorthwestern UniversityChicagoIL
- Division of CardiologyDepartment of MedicineNorthwestern University Feinberg School of MedicineChicagoIL
| | | | - Martin G. Larson
- Department of BiostatisticsBoston University School of Public HealthBostonMA
- Boston University’s and National Heart, Lung, and Blood Institute’s Framingham Heart StudyFraminghamMA
| | - Ramachandran S. Vasan
- Boston University’s and National Heart, Lung, and Blood Institute’s Framingham Heart StudyFraminghamMA
- Sections of Cardiovascular Medicine and Preventive Medicine and EpidemiologyDepartment of MedicineBoston University School of MedicineBostonMA
- Department of EpidemiologyBoston University School of Public Health, and the Center for Computing and Data SciencesBoston UniversityBostonMA
| | - Venkatesh L. Murthy
- Department of EpidemiologyBoston University School of Public Health, and the Center for Computing and Data SciencesBoston UniversityBostonMA
- Division of Cardiovascular MedicineDepartment of Medicine, and Frankel Cardiovascular Center University of MichiganAnn ArborMI
| | - Gregory D. Lewis
- Cardiology DivisionDepartment of MedicineMassachusetts General HospitalHarvard Medical SchoolBostonMA
- Pulmonary Critical Care UnitMassachusetts General HospitalBostonMA
| | - Matthew Nayor
- Sections of Cardiovascular Medicine and Preventive Medicine and EpidemiologyDepartment of MedicineBoston University School of MedicineBostonMA
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Gabriel KP, Jaeger BC, Sternfeld B, Dooley EE, Carnethon MR, Jacobs DR, Lewis CE, Hornikel B, Reis JP, Schreiner PJ, Shikany JM, Whitaker KM, Sidney S. Factors Associated with Age-Related Declines in Cardiorespiratory Fitness from Early Adulthood Through Midlife: CARDIA. Med Sci Sports Exerc 2022; 54:1147-1154. [PMID: 35704440 PMCID: PMC9201221 DOI: 10.1249/mss.0000000000002893] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
PURPOSE This study aimed to describe maximal and submaximal cardiorespiratory fitness from early adulthood to midlife and examine differences in maximal fitness at age 20 yr and changes in fitness overtime by subcategories of sociodemographic, behavioral, and health-related factors. METHODS Data include 5018 Coronary Artery Risk Development in Young Adults participants (mean (SD) age, 24.8 (3.7) yr; 53.3% female; and 51.4% Black participants) who completed at least one maximal graded exercise test at baseline and/or the year 7 and 20 exams. Maximal and submaximal fitness were estimated by exercise duration and heart rate at the end of stage 2. Multivariable adjusted linear-mixed models were used to estimate fitness trajectories using age as the mechanism for time after adjustment for covariates. Fitness trajectories from ages 20 to 50 yr in 5-yr increments were estimated overall and by subgroups determined by each factor after adjustment for duration within the less favorable category. RESULTS Mean (95% confidence interval) maximal fitness at age 20 and 50 yr was 613 (607-616) and 357 (350-362) s; submaximal heart rate during this period also reflected age-related fitness declines (126 (125-127) and 138 (137-138) bpm). Compared with men, women had lower maximal fitness at age 20 yr (P < 0.001), which persisted over follow-up (P < 0.001); differences were also found by race within sex strata (all P < 0.001). Differences in maximal fitness at age 20 yr were noted by socioeconomic, behavioral, and health-related status in young adulthood (all P < 0.05), which persisted over follow-up (all P < 0.001) and were generally consistent in sex-stratified analyses. CONCLUSIONS Targeting individuals experiencing accelerated fitness declines with tailored intervention strategies may provide an opportunity to preserve fitness throughout midlife to reduce lifetime cardiovascular disease risk.
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Affiliation(s)
| | - Byron C. Jaeger
- Wake Forest University; Wake Forest School of Medicine; Department of Biostatistics and Data Science; Winston-Salem, NC
| | - Barbara Sternfeld
- Kaiser Permanente Northern California; Division of Research, Oakland, CA
| | - Erin E. Dooley
- The University of Alabama at Birmingham; Department of Epidemiology; Birmingham, AL
| | - Mercedes R. Carnethon
- Northwestern University; Feinberg School of Medicine; Department of Preventive Medicine; Chicago, IL
| | - David R. Jacobs
- University of Minnesota; Division of Epidemiology and Community Health; Minneapolis, MN
| | - Cora E. Lewis
- The University of Alabama at Birmingham; Department of Epidemiology; Birmingham, AL
| | - Bjoern Hornikel
- The University of Alabama at Birmingham; Department of Epidemiology; Birmingham, AL
| | - Jared P. Reis
- National Heart, Lung, and Blood Institute; Division of Cardiovascular Sciences; Bethesda, MD
| | - Pamela J. Schreiner
- University of Minnesota; Division of Epidemiology and Community Health; Minneapolis, MN
| | - James M. Shikany
- University of Alabama at Birmingham; Division of Preventive Medicine; Birmingham, AL
| | - Kara M. Whitaker
- University of Iowa; Department of Health and Human Physiology; Iowa City, IA
| | - Stephen Sidney
- Kaiser Permanente Northern California; Division of Research, Oakland, CA
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3
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Patel KV, Metzinger M, Park B, Allen N, Ayers C, Kawut SM, Sidney S, Goff DC, Jacobs DR, Zaky AF, Carnethon M, Berry JD, Pandey A. Longitudinal Associations of Fitness and Obesity in Young Adulthood With Right Ventricular Function and Pulmonary Artery Systolic Pressure in Middle Age: The CARDIA Study. J Am Heart Assoc 2021; 10:e016968. [PMID: 33775106 PMCID: PMC8174339 DOI: 10.1161/jaha.120.016968] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Background Low cardiorespiratory fitness (CRF) and obesity are risk factors for heart failure but their associations with right ventricular (RV) systolic function and pulmonary artery systolic pressure (PASP) are not well understood. Methods and Results Participants in the CARDIA (Coronary Artery Risk Development in Young Adults) study who underwent maximal treadmill testing at baseline and had a follow-up echocardiographic examination at year 25 were included. A subset of participants had repeat CRF and body mass index (BMI) assessment at year 20. The associations of baseline and changes in CRF and BMI on follow-up (baseline to year 20) with RV systolic function parameters (tricuspid annular plane systolic excursion, RV Doppler systolic velocity of the lateral tricuspid annulus), and PASP were assessed using multivariable-adjusted linear regression models. The study included 3433 participants. In adjusted analysis, higher baseline BMI but not CRF was significantly associated with higher PASP. Among RV systolic function parameters, higher baseline CRF and BMI were significantly associated with higher tricuspid annular plane systolic excursion and RV systolic velocity of the lateral tricuspid annulus. In the subgroup of participants with follow-up assessment of CRF or BMI at year 20, less decline in CRF was associated with higher RV systolic velocity of the lateral tricuspid annulus and lower PASP, while greater increase in BMI was significantly associated with higher PASP in middle age. Conclusions Higher CRF in young adulthood and less decline in CRF over time are each significantly associated with better RV systolic function. Higher baseline BMI and greater age-related increases in BMI are each significantly associated with higher PASP in middle age. These findings provide insights into possible mechanisms through which low fitness and obesity may contribute toward risk of heart failure.
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Affiliation(s)
- Kershaw V Patel
- Division of Cardiology Department of Internal Medicine University of Texas Southwestern Medical Center Dallas TX.,Department of Cardiology Houston Methodist DeBakey Heart & Vascular Center TX
| | - Mark Metzinger
- Division of Cardiology Department of Internal Medicine University of Texas Southwestern Medical Center Dallas TX
| | - Bryan Park
- Division of Cardiology Department of Internal Medicine University of Texas Southwestern Medical Center Dallas TX
| | - Norrina Allen
- Department of Preventive Medicine Feinberg School of Medicine Northwestern University Chicago IL
| | - Colby Ayers
- Division of Cardiology Department of Internal Medicine University of Texas Southwestern Medical Center Dallas TX
| | - Steven M Kawut
- Department of Medicine Perelman School of Medicine University of Pennsylvania Philadelphia PA
| | - Stephen Sidney
- Kaiser Permanente Northern California Division of Research Oakland CA
| | - David C Goff
- Kaiser Permanente Northern California Division of Research Oakland CA.,Colorado School of Public Health Aurora CO.,Division of Cardiovascular Sciences NHLBI Bethesda MD
| | - David R Jacobs
- School of Public Health University of Minnesota Minneapolis MN
| | - Ahmed F Zaky
- Department of Anesthesiology and Perioperative Medicine University of Alabama at Birmingham AL
| | - Mercedes Carnethon
- Department of Preventive Medicine Feinberg School of Medicine Northwestern University Chicago IL
| | - Jarett D Berry
- Division of Cardiology Department of Internal Medicine University of Texas Southwestern Medical Center Dallas TX
| | - Ambarish Pandey
- Division of Cardiology Department of Internal Medicine University of Texas Southwestern Medical Center Dallas TX
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Murthy VL, Xia R, Baldridge AS, Carnethon MR, Sidney S, Bouchard C, Sarzynski MA, Lima JAC, Lewis GD, Shah SJ, Fornage M, Shah RV. Polygenic Risk, Fitness, and Obesity in the Coronary Artery Risk Development in Young Adults (CARDIA) Study. JAMA Cardiol 2021; 5:40-48. [PMID: 31913407 DOI: 10.1001/jamacardio.2019.5220] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Importance Obesity is a major determinant of disease burden worldwide. Polygenic risk scores (PRSs) have been posited as key predictors of obesity. How a PRS can be translated to the clinical encounter (especially in the context of fitness, activity, and parental history of overweight) remains unclear. Objective To quantify the relative importance of a PRS, fitness, activity, parental history of overweight, and body mass index (BMI) (calculated as weight in kilograms divided by height in meters squared) in young adulthood on BMI trends over 25 years. Design, Setting, and Participants This population-based prospective cohort study at 4 US centers included white individuals and black individuals with assessments of polygenic risk of obesity, fitness, activity, and BMI in young adulthood (in their 20s) and up to 25 years of follow-up. Data collected between March 1985 and August 2011 were analyzed from April 25, 2019, to September 29, 2019. Main Outcomes and Measures Body mass index at the initial visit and 25 years later. Results This study evaluated an obesity PRS from a recently reported study of 1608 white individuals (848 women [52.7%]) and 909 black individuals (548 women [60.3%]) across the United States. At baseline (year 0), mean (SD) overall BMI was 24.2 (4.5), which increased to 29.6 (6.9) at year 25. Among white individuals, the PRS (combined with age, sex, self-reported parental history of overweight, and principal components of ancestry) explained 11.9% (at year 0) and 13.6% (at year 25) of variation in BMI. Although the addition of fitness increased the explanatory capability of the model (24.0% variance at baseline and up to 18.1% variance in BMI at year 25), baseline BMI in young adulthood was the strongest factor, explaining 52.3% of BMI in midlife in combination with age, sex, and self-reported parental history of overweight. Accordingly, models that included baseline BMI (especially BMI surveillance over time) were better in predicting BMI at year 25 compared with the PRS. In fully adjusted models, the effect sizes for fitness and the PRS on BMI were comparable in opposing directions. The added explanatory capacity of the PRS among black individuals was lower than among white individuals. Among white individuals, addition of baseline BMI and surveillance of BMI over time was associated with improved precision of predicted BMI at year 25 (mean error in predicted BMI 0 kg/m2 [95% CI, -11.4 to 11.4] to 0 kg/m2 [95% CI, -8.5 to 8.5] for baseline BMI and mean error 0 kg/m2 [95% CI, -5.3 to 5.3] for BMI surveillance). Conclusions and Relevance Cardiorespiratory fitness in young adulthood and a PRS are modestly associated with midlife BMI, although future BMI is associated with BMI in young adulthood. Fitness has a comparable association with future BMI as does the PRS. Caution should be exercised in the widespread use of polygenic risk for obesity prevention in adults, and close clinical surveillance and fitness may have prime roles in limiting the adverse consequences of elevated BMI on health.
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Affiliation(s)
- Venkatesh L Murthy
- Division of Cardiovascular Medicine, Department of Medicine, University of Michigan, Ann Arbor.,Frankel Cardiovascular Center, University of Michigan, Ann Arbor
| | - Rui Xia
- Brown Foundation Institute of Molecular Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston
| | - Abigail S Baldridge
- Department of Preventative Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | | | - Stephen Sidney
- Kaiser Permanente Northern California Division of Research, Oakland
| | - Claude Bouchard
- Human Genomics Laboratory, Pennington Biomedical Research Center, Baton Rouge, Louisiana
| | - Mark A Sarzynski
- Department of Exercise Science, University of South Carolina, Columbia
| | - João A C Lima
- Department of Medicine, The Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Gregory D Lewis
- Cardiology Division, Department of Medicine, Massachusetts General Hospital, Boston
| | - Sanjiv J Shah
- Department of Preventative Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois.,Division of Cardiology, Department of Medicine, Northwestern University, Chicago, Illinois.,Associate Editor
| | - Myriam Fornage
- Brown Foundation Institute of Molecular Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston
| | - Ravi V Shah
- Cardiology Division, Department of Medicine, Massachusetts General Hospital, Boston
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5
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Zeiher J, Manz K, Kuntz B, Perumal N, Keil T, Mensink GBM, Finger JD. Individual and interpersonal correlates of cardiorespiratory fitness in adults - Findings from the German Health Interview and Examination Survey. Sci Rep 2020; 10:445. [PMID: 31949174 PMCID: PMC6965149 DOI: 10.1038/s41598-019-56698-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Accepted: 12/17/2019] [Indexed: 12/23/2022] Open
Abstract
Cardiorespiratory fitness (CRF) is an established predictor of adverse health outcomes. The aim of this study is to investigate potential behavioral, interpersonal and socioeconomic correlates of CRF among men and women living in Germany using data from a population-based nationwide cross-sectional study. 1,439 men and 1,486 women aged 18-64 participated in the German Health Interview and Examination Survey (2008-2011) and completed a standardized sub-maximal cycle ergometer test. Maximal oxygen consumption ([Formula: see text]) in ml·min-1·kg-1 was estimated. Mean values of VO2max for various anthropometric, behavioral, interpersonal, and sociodemographic variables were estimated. Linear regression analyses using multiple imputations technique for missing values was performed to analyze the influence of potential correlates on CRF. Women with high alcohol consumption had higher [Formula: see text], (β = 2.20; 95% CI 0.98 to 3.42) than women with low alcohol consumption and women with high occupational status had higher [Formula: see text] (β = 1.83; 95% CI 0.21 to 3.44) in comparison to women with low occupational status. Among men, high fruit intake (β = 1.52; 95% CI 0.63 to 2.40), compared to low or medium fruit intake and performing at least 2.5 hours of total PA per week (β = 2.19; 95% CI 1.11 to 3.28), compared to less than 2.5 hours was associated with higher [Formula: see text]. Among both men and women, lower body mass index, lower waist circumference and higher levels of physical exercise were considerably associated with higher [Formula: see text]. Among women, those in higher age groups showed a considerably lower level of [Formula: see text] compared with those aged 18-24. Furthermore, mean estimated [Formula: see text] was higher among men (36.5; 95% CI 36.0 to 37.0) than among women (30.3; 95% CI 29.8 to 30.7). Despite the cross-sectional nature of the current study, we conclude that several behavioral, anthropometric, and sociodemographic factors are associated with CRF in the general adult population in Germany. These results can provide evidence to tailor prevention measures according to the needs of specific subgroups.
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Affiliation(s)
- Johannes Zeiher
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin, Germany.
| | - Kristin Manz
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin, Germany
| | - Benjamin Kuntz
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin, Germany
| | - Nita Perumal
- Department of Infectious Disease Epidemiology, Robert Koch Institute, Berlin, Germany
| | - Thomas Keil
- Institute for Clinical Epidemiology and Biometry, University of Würzburg, Würzburg, Germany
- Institute for Health Resort Medicine and Health Promotion, Bavarian Health and Food Safety Authority, Bad Kissingen, Germany
- Institute for Social Medicine, Epidemiology and Health Economics, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Gert B M Mensink
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin, Germany
| | - Jonas D Finger
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin, Germany
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6
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Zeiher J, Ombrellaro KJ, Perumal N, Keil T, Mensink GBM, Finger JD. Correlates and Determinants of Cardiorespiratory Fitness in Adults: a Systematic Review. SPORTS MEDICINE-OPEN 2019; 5:39. [PMID: 31482208 PMCID: PMC6722171 DOI: 10.1186/s40798-019-0211-2] [Citation(s) in RCA: 76] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/24/2019] [Accepted: 08/05/2019] [Indexed: 01/17/2023]
Abstract
Background Enhanced cardiorespiratory fitness (CRF) is now a well-established predictor of numerous adverse health outcomes. Knowledge about the pathways leading to enhanced CRF is essential for developing appropriate interventions. Hence, the aim of this review was to provide a detailed overview of the current state of research regarding individual factors associated with or influencing CRF among the general adult population. Methods We searched the PubMed, EMBASE, and Cochrane Library databases and also conducted a search for grey literature (Google Scholar). Eligible indicators of CRF were objectively assessed measures of CRF by submaximal or maximal exercise testing measured using treadmill or cycle ergometer tests. We included quantitative observational studies of the general adult population. Using a semi-quantitative approach, we compiled summary tables aggregating the study results for each potential correlate or determinant of CRF. Results We identified 3005 studies, 78 of which met the inclusion criteria. Almost all of these studies were conducted in high-income countries. Study quality scores assessing the risk of bias in the individual studies ranged from 40 to 100%. Male sex, age (inverse), education, socioeconomic status, ethnicity, body mass index (inverse), body weight (inverse), waist circumference, body fat (inverse), resting heart rate (inverse), C-reactive protein (inverse), smoking (inverse), alcohol consumption, and multiple measures of leisure-time physical activity were independently and consistently associated with CRF. Conclusions In synthesizing the current research on the correlates and determinants of CRF among adults, this systematic review identified gaps in the current understanding of factors influencing CRF. Beyond the scope of this review, environmental and interpersonal determinants should be further investigated. Systematic Review Registration PROSPERO, CRD42017055456. Electronic supplementary material The online version of this article (10.1186/s40798-019-0211-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Johannes Zeiher
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, General-Pape-Straße 62-66, 12101, Berlin, Germany.
| | - Katherine J Ombrellaro
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, General-Pape-Straße 62-66, 12101, Berlin, Germany
| | - Nita Perumal
- Department of Infectious Disease Epidemiology, Robert Koch Institute, Berlin, Germany
| | - Thomas Keil
- Institute for Clinical Epidemiology and Biometry, University of Würzburg, Würzburg, Germany.,Institute for Health Resort Medicine and Health Promotion, Bavarian Health and Food Safety Authority, Bad Kissingen, Germany.,Institute for Social Medicine, Epidemiology and Health Economics, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Gert B M Mensink
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, General-Pape-Straße 62-66, 12101, Berlin, Germany
| | - Jonas D Finger
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, General-Pape-Straße 62-66, 12101, Berlin, Germany
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7
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Paluch AE, Pool LR, Isakova T, Lewis CE, Mehta R, Schreiner PJ, Sidney S, Wolf M, Carnethon MR. Association of Fitness With Racial Differences in Chronic Kidney Disease. Am J Prev Med 2019; 57:68-76. [PMID: 31122794 PMCID: PMC6589135 DOI: 10.1016/j.amepre.2019.02.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2018] [Revised: 02/20/2019] [Accepted: 02/21/2019] [Indexed: 11/16/2022]
Abstract
INTRODUCTION Non-white minorities are at higher risk for chronic kidney disease than non-Hispanic whites. Better cardiorespiratory fitness is associated with slower declines in estimated glomerular filtration rate and a lower incidence of chronic kidney disease. Little is known regarding associations of fitness with racial disparities in chronic kidney disease. METHODS A prospective cohort of 3,842 young adults without chronic kidney disease completed a maximal treadmill test at baseline in 1985-1986. Chronic kidney disease status was defined as estimated glomerular filtration rate of <60 mL/min/1.73 m2 during 10-, 15-, 20-, 25-, and 30-year follow-up assessments (through 2006). Analyses were completed in 2019. Multivariable Cox models were used to determine hazard ratios and 95% CI for incidence of chronic kidney disease. Multivariable models included race, gender, age, field center, education, baseline estimated glomerular filtration rate, and time-varying covariates of healthy diet index, smoking status, alcohol intake, BMI, systolic blood pressure, and fasting glucose. Percent attenuation quantified the association of fitness to racial disparities in chronic kidney disease. RESULTS Chronic kidney disease incidence was higher among blacks (n=83/1,941, 1.61 per 1,000 person years) than whites (43/1,901, 0.82 per 1,000 person years). Every 1-minute shorter treadmill duration was associated with 1.14 (95% CI=1.04, 1.25) times higher risk of chronic kidney disease. Blacks were 1.72 (95% CI=1.13, 2.63) times more likely to develop chronic kidney disease compared with whites. The risk was reduced to 1.54 (95% CI=1.01, 2.39) with fitness added. This suggests that fitness is associated with 20.4% (95% CI=5.8, 43.0%) of the excess risk of chronic kidney disease attributable to race. CONCLUSIONS Low fitness is a modifiable factor that may contribute to the racial disparity in chronic kidney disease.
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Affiliation(s)
- Amanda E Paluch
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois; Center for Translational Metabolism and Health, Institute for Public Health and Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
| | - Lindsay R Pool
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Tamara Isakova
- Center for Translational Metabolism and Health, Institute for Public Health and Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois; Division of Nephrology and Hypertension, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Cora E Lewis
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama
| | - Rupal Mehta
- Center for Translational Metabolism and Health, Institute for Public Health and Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois; Division of Nephrology and Hypertension, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Pamela J Schreiner
- Division of Epidemiology and Community Health, University of Minnesota, Minneapolis, Minnesota
| | - Stephen Sidney
- Division of Research, Kaiser Permanente Northern California, Oakland, California
| | - Myles Wolf
- Division of Nephrology, Department of Medicine, Duke University School of Medicine, Durham, North Carolina; Duke Clinical Research Institute, Durham, North Carolina
| | - Mercedes R Carnethon
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
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8
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Zhong VW, Bancks MP, Schreiner PJ, Lewis CE, Steffen LM, Meigs JB, Schrader LA, Schorr M, Miller KK, Sidney S, Carnethon MR. Insulin resistance since early adulthood and appendicular lean mass in middle-aged adults without diabetes: 20 years of the CARDIA study. J Diabetes Complications 2019; 33:84-90. [PMID: 30270020 PMCID: PMC6324968 DOI: 10.1016/j.jdiacomp.2018.09.011] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2018] [Revised: 06/27/2018] [Accepted: 09/11/2018] [Indexed: 02/08/2023]
Abstract
AIMS To determine the association between 20-year trajectories in insulin resistance (IR) since young adulthood and appendicular lean mass (ALM) at middle-age in adults without diabetes. METHODS A prospective cohort study was designed among young and middle-aged US men (n = 925) and women (n = 1193). Fasting serum glucose and insulin were measured five times in 1985-2005. IR was determined using the homeostasis model assessment (HOMA). ALM was measured in 2005 and ALM adjusted for BMI (ALM/BMI) was the outcome. Sex-specific analyses were performed. RESULTS Three HOMA-IR trajectories were identified. Compared to the low-stable group, the adjusted ALM/BMI difference was -0.041 (95% CI: -0.060 to -0.022) and -0.114 (-0.141 to -0.086) in men, and -0.052 (-0.065 to -0.039) and -0.043 (-0.063 to -0.023) in women, respectively, for the medium-increase and high-increase groups. Further adjusting for the treadmill test duration attenuated these estimates to -0.022 (-0.040 to -0.004) and -0.061 (-0.089 to -0.034) in men and -0.026 (-0.038 to -0.014) and -0.007 (-0.026 to 0.012) in women. CONCLUSIONS Compared to the low-stable insulin resistance trajectory between early and middle adulthood, the high-increase trajectory was associated with lower ALM/BMI in middle-aged men, but not women, without diabetes, after adjusting for cardiorespiratory fitness.
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Affiliation(s)
- Victor W Zhong
- Department of Preventive Medicine, Feinberg School of Medicine at Northwestern University, Chicago, IL, USA.
| | - Michael P Bancks
- Department of Epidemiology & Prevention, Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Pamela J Schreiner
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Cora E Lewis
- Department of Epidemiology, School of Public Health, University of Alabama, Birmingham, AL, USA
| | - Lyn M Steffen
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - James B Meigs
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA, USA; Department of Medicine, Harvard Medical School, Boston, MA, USA; Program in Population and Medical Genetics, Broad Institute, USA
| | - Lauren A Schrader
- School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - Melanie Schorr
- Neuroendocrine Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Karen K Miller
- Neuroendocrine Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Stephen Sidney
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Mercedes R Carnethon
- Department of Preventive Medicine, Feinberg School of Medicine at Northwestern University, Chicago, IL, USA
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Liem RI, Chan C, Vu THT, Fornage M, Thompson AA, Liu K, Carnethon MR. Association among sickle cell trait, fitness, and cardiovascular risk factors in CARDIA. Blood 2017; 129:723-728. [PMID: 27856464 PMCID: PMC5301825 DOI: 10.1182/blood-2016-07-727719] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2016] [Accepted: 10/14/2016] [Indexed: 01/21/2023] Open
Abstract
The contribution of sickle cell trait (SCT) to racial disparities in cardiopulmonary fitness is not known, despite concerns that SCT is associated with exertion-related sudden death. We evaluated the association of SCT status with cross-sectional and longitudinal changes in fitness and risk for hypertension, diabetes, and metabolic syndrome over the course of 25 years among 1995 African Americans (56% women, 18-30 years old) in the Coronary Artery Risk Development in Young Adults (CARDIA) study. Overall, the prevalence of SCT was 6.8% (136/1995) in CARDIA, and over the course of 25 years, 46% (738/1590), 18% (288/1631), and 40% (645/1,611) of all participants developed hypertension, diabetes, and metabolic syndrome, respectively. Compared with participants without SCT, participants with SCT had similar baseline measures of fitness in cross-section, including exercise duration (535 vs 540 seconds; P = .62), estimated metabolic equivalent of tasks (METs; 11.6 vs 11.7; P = .80), maximum heart rate (174 vs 175 beats/min; P = .41), and heart rate at 2 minutes recovery (44 vs 43 beats/min; P = .28). In our secondary analysis, there was neither an association of SCT status with longitudinal changes in fitness nor an association with development of hypertension, diabetes, or metabolic syndrome after adjustment for sex, baseline age, body mass index, fitness, and physical activity. SCT is not associated with reduced fitness in this longitudinal study of young African American adults, suggesting the increased risk for exertion-related sudden death in SCT carriers is unlikely related to fitness. SCT status also is not an independent risk factor for developing hypertension, diabetes, or metabolic syndrome.
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Affiliation(s)
- Robert I Liem
- Hematology, Oncology & Stem Cell Transplantation, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
- Department of Pediatrics, and
| | - Cheeling Chan
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL; and
| | - Thanh-Huyen T Vu
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL; and
| | - Myriam Fornage
- Institute of Molecular Medicine, Research Center for Human Genetics, University of Texas School of Medicine, Houston, TX
| | - Alexis A Thompson
- Hematology, Oncology & Stem Cell Transplantation, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
- Department of Pediatrics, and
| | - Kiang Liu
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL; and
| | - Mercedes R Carnethon
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL; and
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Chow LS, Odegaard AO, Bosch TA, Bantle AE, Wang Q, Hughes J, Carnethon M, Ingram KH, Durant N, Lewis CE, Ryder J, Shay CM, Kelly AS, Schreiner PJ. Twenty year fitness trends in young adults and incidence of prediabetes and diabetes: the CARDIA study. Diabetologia 2016; 59:1659-65. [PMID: 27181604 PMCID: PMC4930716 DOI: 10.1007/s00125-016-3969-5] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2015] [Accepted: 04/11/2016] [Indexed: 11/28/2022]
Abstract
AIMS/HYPOTHESIS The prospective association between cardiorespiratory fitness (CRF) measured in young adulthood and middle age on development of prediabetes, defined as impaired fasting glucose and/or impaired glucose tolerance, or diabetes by middle age remains unknown. We hypothesised that higher fitness levels would be associated with reduced risk for developing incident prediabetes/diabetes by middle age. METHODS Participants were from the Coronary Artery Risk Development in Young Adults (CARDIA) study who were free from prediabetes/diabetes at baseline (year 0 [Y0]: 1985-1986). CRF was quantified by treadmill duration (converted to metabolic equivalents [METs]) at Y0, Y7 and Y20 and prediabetes/diabetes status was assessed at Y0, Y7, Y10, Y15, Y20 and Y25. We use an extended Cox model with CRF as the primary time-varying exposure. BMI was included as a time-varying covariate. The outcome was development of either prediabetes or diabetes after Y0. Model 1 included age, race, sex, field centre, CRF and BMI. Model 2 additionally included baseline (Y0) smoking, energy intake, alcohol intake, education, systolic BP, BP medication use and lipid profile. RESULTS Higher fitness was associated with lower risk for developing incident prediabetes/diabetes (difference of 1 MET: HR 0.99898 [95% CI 0.99861, 0.99940], p < 0.01), which persisted (difference of 1 MET: HR 0.99872 [95% CI 0.99840, 0.99904], p < 0.01] when adjusting for covariates. CONCLUSIONS/INTERPRETATION Examining participants who had fitness measured from young adulthood to middle age, we found that fitness was associated with lower risk for developing prediabetes/diabetes, even when adjusting for BMI over this time period. These findings emphasise the importance of fitness in reducing the health burden of prediabetes and diabetes.
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Affiliation(s)
- Lisa S Chow
- Division of Diabetes, Endocrinology and Metabolism, Department of Medicine, University of Minnesota, MMC 101, 420 Delaware St SE, Minneapolis, MN, 55455, USA.
| | - Andrew O Odegaard
- Department of Epidemiology, University of California Irvine, Irvine, CA, USA
| | - Tyler A Bosch
- Division of Diabetes, Endocrinology and Metabolism, Department of Medicine, University of Minnesota, MMC 101, 420 Delaware St SE, Minneapolis, MN, 55455, USA
| | - Anne E Bantle
- Division of Diabetes, Endocrinology and Metabolism, Department of Medicine, University of Minnesota, MMC 101, 420 Delaware St SE, Minneapolis, MN, 55455, USA
| | - Qi Wang
- Division of Biostatistics, University of Minnesota, Minneapolis, MN, USA
| | - John Hughes
- Division of Biostatistics, University of Minnesota, Minneapolis, MN, USA
| | - Mercedes Carnethon
- Department of Preventive Medicine, Northwestern University, Chicago, IL, USA
| | - Katherine H Ingram
- Department of Exercise Science and Sport Management, Kennesaw State University, Kennesaw, GA, USA
| | - Nefertiti Durant
- Department of Pediatrics, University of Alabama, Birmingham, AL, USA
| | - Cora E Lewis
- Department of Preventive Medicine, University of Alabama, Birmingham, AL, USA
| | - Justin Ryder
- Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA
| | - Christina M Shay
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Aaron S Kelly
- Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA
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11
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Zhu N, Jacobs DR, Schreiner PJ, Launer LJ, Whitmer RA, Sidney S, Demerath E, Thomas W, Bouchard C, He K, Erus G, Battapady H, Bryan RN. Cardiorespiratory fitness and brain volume and white matter integrity: The CARDIA Study. Neurology 2015; 84:2347-53. [PMID: 25957331 DOI: 10.1212/wnl.0000000000001658] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2014] [Accepted: 02/25/2015] [Indexed: 12/19/2022] Open
Abstract
OBJECTIVE We hypothesized that greater cardiorespiratory fitness is associated with lower odds of having unfavorable brain MRI findings. METHODS We studied 565 healthy, middle-aged, black and white men and women in the CARDIA (Coronary Artery Risk Development in Young Adults) Study. The fitness measure was symptom-limited maximal treadmill test duration (Maxdur); brain MRI was measured 5 years later. Brain MRI measures were analyzed as means and as proportions below the 15th percentile (above the 85th percentile for white matter abnormal tissue volume). RESULTS Per 1-minute-higher Maxdur, the odds ratio for having less whole brain volume was 0.85 (p = 0.04) and for having low white matter integrity was 0.80 (p = 0.02), adjusted for age, race, sex, clinic, body mass index, smoking, alcohol, diet, physical activity, education, blood pressure, diabetes, total cholesterol, and lung function (plus intracranial volume for white matter integrity). No significant associations were observed between Maxdur and abnormal tissue volume or blood flow in white matter. Findings were similar for associations with continuous brain MRI measures. CONCLUSIONS Greater physical fitness was associated with more brain volume and greater white matter integrity measured 5 years later in middle-aged adults.
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Affiliation(s)
- Na Zhu
- From the Divisions of Epidemiology and Community Health (N.Z., D.R.J., P.J.S., E.D.) and Biostatistics (W.T.), School of Public Health, University of Minnesota; St. Barnabas Hospital (N.Z.), affiliated with Albert Einstein College of Medicine; Neuroepidemiology Section (L.J.L.), NIA; Kaiser Permanente Division of Research (R.A.W., S.S.); Human Genomics (C.B.), Pennington Biomedical Research Center; School of Public Health (K.H.), Indiana University Bloomington; and Department of Radiology (G.E., H.B., R.N.B.), University of Pennsylvania
| | - David R Jacobs
- From the Divisions of Epidemiology and Community Health (N.Z., D.R.J., P.J.S., E.D.) and Biostatistics (W.T.), School of Public Health, University of Minnesota; St. Barnabas Hospital (N.Z.), affiliated with Albert Einstein College of Medicine; Neuroepidemiology Section (L.J.L.), NIA; Kaiser Permanente Division of Research (R.A.W., S.S.); Human Genomics (C.B.), Pennington Biomedical Research Center; School of Public Health (K.H.), Indiana University Bloomington; and Department of Radiology (G.E., H.B., R.N.B.), University of Pennsylvania.
| | - Pamela J Schreiner
- From the Divisions of Epidemiology and Community Health (N.Z., D.R.J., P.J.S., E.D.) and Biostatistics (W.T.), School of Public Health, University of Minnesota; St. Barnabas Hospital (N.Z.), affiliated with Albert Einstein College of Medicine; Neuroepidemiology Section (L.J.L.), NIA; Kaiser Permanente Division of Research (R.A.W., S.S.); Human Genomics (C.B.), Pennington Biomedical Research Center; School of Public Health (K.H.), Indiana University Bloomington; and Department of Radiology (G.E., H.B., R.N.B.), University of Pennsylvania
| | - Lenore J Launer
- From the Divisions of Epidemiology and Community Health (N.Z., D.R.J., P.J.S., E.D.) and Biostatistics (W.T.), School of Public Health, University of Minnesota; St. Barnabas Hospital (N.Z.), affiliated with Albert Einstein College of Medicine; Neuroepidemiology Section (L.J.L.), NIA; Kaiser Permanente Division of Research (R.A.W., S.S.); Human Genomics (C.B.), Pennington Biomedical Research Center; School of Public Health (K.H.), Indiana University Bloomington; and Department of Radiology (G.E., H.B., R.N.B.), University of Pennsylvania
| | - Rachel A Whitmer
- From the Divisions of Epidemiology and Community Health (N.Z., D.R.J., P.J.S., E.D.) and Biostatistics (W.T.), School of Public Health, University of Minnesota; St. Barnabas Hospital (N.Z.), affiliated with Albert Einstein College of Medicine; Neuroepidemiology Section (L.J.L.), NIA; Kaiser Permanente Division of Research (R.A.W., S.S.); Human Genomics (C.B.), Pennington Biomedical Research Center; School of Public Health (K.H.), Indiana University Bloomington; and Department of Radiology (G.E., H.B., R.N.B.), University of Pennsylvania
| | - Stephen Sidney
- From the Divisions of Epidemiology and Community Health (N.Z., D.R.J., P.J.S., E.D.) and Biostatistics (W.T.), School of Public Health, University of Minnesota; St. Barnabas Hospital (N.Z.), affiliated with Albert Einstein College of Medicine; Neuroepidemiology Section (L.J.L.), NIA; Kaiser Permanente Division of Research (R.A.W., S.S.); Human Genomics (C.B.), Pennington Biomedical Research Center; School of Public Health (K.H.), Indiana University Bloomington; and Department of Radiology (G.E., H.B., R.N.B.), University of Pennsylvania
| | - Ellen Demerath
- From the Divisions of Epidemiology and Community Health (N.Z., D.R.J., P.J.S., E.D.) and Biostatistics (W.T.), School of Public Health, University of Minnesota; St. Barnabas Hospital (N.Z.), affiliated with Albert Einstein College of Medicine; Neuroepidemiology Section (L.J.L.), NIA; Kaiser Permanente Division of Research (R.A.W., S.S.); Human Genomics (C.B.), Pennington Biomedical Research Center; School of Public Health (K.H.), Indiana University Bloomington; and Department of Radiology (G.E., H.B., R.N.B.), University of Pennsylvania
| | - William Thomas
- From the Divisions of Epidemiology and Community Health (N.Z., D.R.J., P.J.S., E.D.) and Biostatistics (W.T.), School of Public Health, University of Minnesota; St. Barnabas Hospital (N.Z.), affiliated with Albert Einstein College of Medicine; Neuroepidemiology Section (L.J.L.), NIA; Kaiser Permanente Division of Research (R.A.W., S.S.); Human Genomics (C.B.), Pennington Biomedical Research Center; School of Public Health (K.H.), Indiana University Bloomington; and Department of Radiology (G.E., H.B., R.N.B.), University of Pennsylvania
| | - Claude Bouchard
- From the Divisions of Epidemiology and Community Health (N.Z., D.R.J., P.J.S., E.D.) and Biostatistics (W.T.), School of Public Health, University of Minnesota; St. Barnabas Hospital (N.Z.), affiliated with Albert Einstein College of Medicine; Neuroepidemiology Section (L.J.L.), NIA; Kaiser Permanente Division of Research (R.A.W., S.S.); Human Genomics (C.B.), Pennington Biomedical Research Center; School of Public Health (K.H.), Indiana University Bloomington; and Department of Radiology (G.E., H.B., R.N.B.), University of Pennsylvania
| | - Ka He
- From the Divisions of Epidemiology and Community Health (N.Z., D.R.J., P.J.S., E.D.) and Biostatistics (W.T.), School of Public Health, University of Minnesota; St. Barnabas Hospital (N.Z.), affiliated with Albert Einstein College of Medicine; Neuroepidemiology Section (L.J.L.), NIA; Kaiser Permanente Division of Research (R.A.W., S.S.); Human Genomics (C.B.), Pennington Biomedical Research Center; School of Public Health (K.H.), Indiana University Bloomington; and Department of Radiology (G.E., H.B., R.N.B.), University of Pennsylvania
| | - Guray Erus
- From the Divisions of Epidemiology and Community Health (N.Z., D.R.J., P.J.S., E.D.) and Biostatistics (W.T.), School of Public Health, University of Minnesota; St. Barnabas Hospital (N.Z.), affiliated with Albert Einstein College of Medicine; Neuroepidemiology Section (L.J.L.), NIA; Kaiser Permanente Division of Research (R.A.W., S.S.); Human Genomics (C.B.), Pennington Biomedical Research Center; School of Public Health (K.H.), Indiana University Bloomington; and Department of Radiology (G.E., H.B., R.N.B.), University of Pennsylvania
| | - Harsha Battapady
- From the Divisions of Epidemiology and Community Health (N.Z., D.R.J., P.J.S., E.D.) and Biostatistics (W.T.), School of Public Health, University of Minnesota; St. Barnabas Hospital (N.Z.), affiliated with Albert Einstein College of Medicine; Neuroepidemiology Section (L.J.L.), NIA; Kaiser Permanente Division of Research (R.A.W., S.S.); Human Genomics (C.B.), Pennington Biomedical Research Center; School of Public Health (K.H.), Indiana University Bloomington; and Department of Radiology (G.E., H.B., R.N.B.), University of Pennsylvania
| | - R Nick Bryan
- From the Divisions of Epidemiology and Community Health (N.Z., D.R.J., P.J.S., E.D.) and Biostatistics (W.T.), School of Public Health, University of Minnesota; St. Barnabas Hospital (N.Z.), affiliated with Albert Einstein College of Medicine; Neuroepidemiology Section (L.J.L.), NIA; Kaiser Permanente Division of Research (R.A.W., S.S.); Human Genomics (C.B.), Pennington Biomedical Research Center; School of Public Health (K.H.), Indiana University Bloomington; and Department of Radiology (G.E., H.B., R.N.B.), University of Pennsylvania
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Abstract
Low cardiorespiratory fitness (CRF) is a well-established risk factor for all-cause and cardiovascular disease mortality. African Americans have higher rates of cardiovascular disease compared with their Caucasian counterparts. However, the extent to which lower CRF levels contribute to the excess risk in African Americans has not been fully explored. The purpose of this review is to: (i) explore the literature evaluating the relationship between CRF and mortality specifically in African American populations; and (ii) critically evaluate the studies which have compared CRF between African American and Caucasians in epidemiological studies and clinical trials. We have further discussed several potential mechanisms that may contribute to the observation of lower CRF levels in African American compared with Caucasian adults, including potential racial differences in physical activity levels, muscle fiber type distribution, and hemoglobin levels. If lower CRF is generally present in African Americans compared with Caucasians, and is of a clinically meaningful difference, this may represent an important public health concern.
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13
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Zhu N, Jacobs DR, Schreiner PJ, Yaffe K, Bryan N, Launer LJ, Whitmer RA, Sidney S, Demerath E, Thomas W, Bouchard C, He K, Reis J, Sternfeld B. Cardiorespiratory fitness and cognitive function in middle age: the CARDIA study. Neurology 2014; 82:1339-46. [PMID: 24696506 DOI: 10.1212/wnl.0000000000000310] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To investigate whether greater cardiorespiratory fitness (CRF) is associated with better cognitive function 25 years later. METHODS We studied 2,747 participants in the community-based Coronary Artery Risk Development in Young Adults Study of black and white men and women aged 18 to 30 years at recruitment in 1985-1986 (baseline year 0). Symptom-limited maximal treadmill test durations at years 0 and 20 provided measures of CRF. Cognitive tests at year 25 measured verbal memory (Rey Auditory Verbal Learning Test [RAVLT]), psychomotor speed (Digit Symbol Substitution Test [DSST]), and executive function (Stroop Test). RESULTS Per minute of baseline CRF, the RAVLT was 0.12 words recalled higher (standard error [SE] = 0.03, p < 0.0001), the DSST was 0.92 digits higher (SE = 0.13, p < 0.0001), and the Stroop Test score was 0.52 lower (better performance, SE = 0.11, p < 0.0001), after accounting for race, sex, age, education, and clinical center. Compared with the lowest quartile of CRF, each cognitive test was 21% to 34% of an SD better in the highest CRF quartile. Further adjustment for lifestyle and clinical measures attenuated coefficients for RAVLT and DSST slightly, while the coefficient predicting the Stroop Test lost more than half its value (p = 0.07). Analysis in the subset of 1,957 participants who also completed the year-20 treadmill test showed that 20-year change in CRF was positively associated only with DSST (p < 0.001). CONCLUSIONS Better verbal memory and faster psychomotor speed at ages 43 to 55 years were clearly associated with better CRF 25 years earlier.
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Affiliation(s)
- Na Zhu
- From the Divisions of Epidemiology (N.Z., D.R.J., P.J.S., E.D.) and Biostatistics (W.T.), School of Public Health, University of Minnesota, Minneapolis; Department of Nutrition (D.R.J.), University of Oslo, Norway; Departments of Psychiatry, Neurology, and Epidemiology and Biostatistics (K.Y.), University of California, San Francisco; Department of Radiology (N.B.), University of Pennsylvania Health System, Philadelphia; Laboratory of Epidemiology, Demography, and Biometry (L.J.L.), National Institute on Aging, Bethesda, MD; Division of Research (R.A.W., S.S., B.S.), Kaiser Permanente Medical Care Program, Oakland, CA; Human Genomics Laboratory (C.B.), Pennington Biomedical Research Center, Baton Rouge, LA; Epidemiology and Biostatistics Department (K.H.), Indiana University, Bloomington, IN; and Division of Cardiovascular Sciences (J.R.), National Heart, Lung, and Blood Institute, Bethesda, MD
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14
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Lakoski SG, Barlow CE, Farrell SW, Berry JD, Morrow JR, Haskell WL. Impact of body mass index, physical activity, and other clinical factors on cardiorespiratory fitness (from the Cooper Center longitudinal study). Am J Cardiol 2011; 108:34-9. [PMID: 21529738 DOI: 10.1016/j.amjcard.2011.02.338] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2010] [Revised: 02/16/2011] [Accepted: 02/16/2011] [Indexed: 11/19/2022]
Abstract
Cardiorespiratory fitness (CRF) is widely accepted as an important reversible cardiovascular risk factor. In the present study, we examined the nonmodifiable and modifiable determinants of CRF within a large healthy Caucasian population of men and women. The study included 20,239 patients presenting to Cooper Clinic (Dallas, Texas) for a comprehensive medical examination from 2000 through 2010. CRF was determined by maximal treadmill exercise testing. Physical activity categories were 0 metabolic equivalent tasks (METs)/min/week (no self-reported moderate or vigorous intensity physical activity), 1 to 449 METs/min/week (not meeting physical activity guideline), 450 to 749 METs/min/week (meeting guideline), and ≥750 METs/min/week (exceeding guideline). Linear regression modeling was used to determine the most robust clinical factors associated with achieved treadmill time. Age, gender, body mass index (BMI), and physical activity were the most important factors associated with CRF, explaining 56% of the variance (R(2) = 0.56). The addition of all other factors combined (current smoking, systolic blood pressure, blood glucose, high-density and low-density lipoprotein cholesterol, health status) were associated with CRF (p <0.05) but additively only improved R(2) by 2%. There was a significant interaction between BMI and physical activity on CRF, such that normal-weight (BMI <25 kg/m(2)) subjects achieved higher CRF for a given level of physical activity compared to obese subjects (BMI ≥30 kg/m(2)). Percent body fat, not lean body mass, was the key factor driving this interaction. In conclusion, BMI was the most important clinical risk factor associated with CRF other than nonmodifiable risk factors age and gender. For a similar amount of physical activity, normal-weight subjects achieved a higher CRF level compared to obese subjects. These data suggest that obesity may offset the benefits of physical activity on achieved CRF, even in a healthy population of men and women.
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Affiliation(s)
- Susan G Lakoski
- Department of Internal Medicine/Cardiology, University of Texas Southwestern Medical School, Dallas, Texas, USA.
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15
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Genton L. Clinical Nutrition University: Calorie and macronutrient requirements for physical fitness. ACTA ACUST UNITED AC 2011. [DOI: 10.1016/j.eclnm.2011.01.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Zhu N, Suarez-Lopez JR, Sidney S, Sternfeld B, Schreiner PJ, Carnethon MR, Lewis CE, Crow RS, Bouchard C, Haskell WL, Jacobs DR. Longitudinal examination of age-predicted symptom-limited exercise maximum HR. Med Sci Sports Exerc 2010; 42:1519-27. [PMID: 20639723 DOI: 10.1249/mss.0b013e3181cf8242] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
PURPOSE To estimate the association of age with maximal HR (MHR). METHODS Data were obtained from the Coronary Artery Risk Development in Young Adults (CARDIA) study. Participants were black and white men and women aged 18-30 yr in 1985-1986 (year 0). A symptom-limited maximal graded exercise test was completed at years 0, 7, and 20 by 4969, 2583, and 2870 participants, respectively. After exclusion, 9622 eligible tests remained. RESULTS In all 9622 tests, estimated MHR (eMHR, bpm) had a quadratic relation to age in the age range of 18-50 yr, eMHR = 179 + 0.29 x age - 0.011 x age(2). The age-MHR association was approximately linear in the restricted age ranges of consecutive tests. In 2215 people who completed tests of both years 0 and 7 (age range = 18-37 yr), eMHR = 189 - 0.35 x age; and in 1574 people who completed tests of both years 7 and 20 (age range = 25-50 yr), eMHR = 199 - 0.63 x age. In the lowest baseline body mass index (BMI) quartile, the rate of decline was 0.24 bpm*yr(-1) between years 0 and 7 and 0.51 bpm*yr(-1) between years 7 and 20, whereas in the highest baseline BMI quartile, there was a linear rate of decline of approximately 0.7 bpm.yr for the full age range of 18-50 yr. CONCLUSIONS Clinicians making exercise prescriptions should be aware that the loss of symptom-limited MHR is much slower in young adulthood and more pronounced in later adulthood. In particular, MHR loss is very slow in those with the lowest BMI younger than 40 yr.
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Affiliation(s)
- Na Zhu
- University of Minnesota, Minneapolis, 55454, USA
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Low cardiovascular risk is associated with favorable left ventricular mass, left ventricular relative wall thickness, and left atrial size: the CARDIA study. J Am Soc Echocardiogr 2010; 23:816-22. [PMID: 20591619 DOI: 10.1016/j.echo.2010.05.023] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2009] [Indexed: 01/19/2023]
Abstract
BACKGROUND Echocardiographic measures of left ventricular (LV) mass and relative wall thickness and left atrial (LA) size predict future cardiovascular morbidity and mortality. The aim of this study was to compare young adults with low cardiovascular risk (body mass index, 18.5-24.9 kg/m(2); blood pressure < 120/80 mmHg; no tobacco use, no diabetes, and physical fitness) with those without these characteristics with regard to LV mass and relative wall thickness and LA size, to determine the protective effect of a healthy lifestyle on the development of these characteristics. METHODS Cross-sectional assessment of 4059 black and white men and women aged 23 to 35 years in the Coronary Artery Risk Development in Young Adults (CARDIA) study at the year 5-examination, when risk factors were measured, and echocardiography to assess LV mass and relative wall thickness were performed. Physical fitness was measured at baseline using a symptom-limited maximal treadmill test. All other covariates were measured concurrently with echocardiography. RESULTS Gender, body mass index, and systolic blood pressure were associated with LV mass and relative wall thickness and LA size in multivariate models. Additional correlates of LV mass/height(2.7) ratio were tobacco use, resting heart rate (inverse), self-reported physical activity, gender (male higher), and age. Age was associated with LV relative wall thickness but not other measures of LV size. Additional correlates of LA diameter/height ratio were tobacco use, resting heart rate (inverse), serum glucose, and self-reported physical activity. Seven hundred ninety of 4059 subjects (19%) were classified as having low risk; black race was less likely in the low-risk group. Those with low risk had lower LV mass/height(2.7) ratios (32.0 vs 34.6 g/m(2.7), P < .0001), better LV relative wall thickness (0.33 vs 0.35, P < .0001), and lower LA diameter/height ratios (2.02 vs 2.08 cm/m, P < .01). CONCLUSIONS A low cardiovascular risk profile in young adulthood is associated with more favorable LV mass, LV relative wall thickness, and LA size. This may be one mechanism of lifestyle protection against cardiovascular morbidity and mortality.
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Carnethon MR, Sternfeld B, Schreiner PJ, Jacobs DR, Lewis CE, Liu K, Sidney S. Association of 20-year changes in cardiorespiratory fitness with incident type 2 diabetes: the coronary artery risk development in young adults (CARDIA) fitness study. Diabetes Care 2009; 32:1284-8. [PMID: 19324945 PMCID: PMC2699748 DOI: 10.2337/dc08-1971] [Citation(s) in RCA: 69] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To test the association of fitness changes over 7 and 20 years on the development of diabetes in middle age. RESEARCH DESIGN AND METHODS Fitness was determined based on the duration of a maximal graded exercise treadmill test (Balke protocol) at up to three examinations over 20 years from 3,989 black and white men and women from the Coronary Artery Risk Development in Young Adults study. Relative fitness change (percent) was calculated as the difference between baseline and follow-up treadmill duration/baseline treadmill duration. Diabetes was identified as fasting glucose >or=126 mg/dl, postload glucose >or=200 mg/dl, or use of diabetes medications. RESULTS Diabetes developed at a rate of 4 per 1,000 person-years in women (n = 149) and men (n = 122), and lower baseline fitness was associated with a higher incidence of diabetes in all race-sex groups (hazard ratios [HRs] from 1.8 to 2.3). On average, fitness declined 7.6% in women and 9.2% in men over 7 years. The likelihood of developing diabetes increased per SD decrease (19%) from the 7-year population mean change (-8.3%) in women (HR 1.22 [95% CI 1.09-1.39]) and men (1.45 [1.20-1.75]) after adjustment for age, race, smoking, family history of diabetes, baseline fitness, BMI, and fasting glucose. Participants who developed diabetes over 20 years experienced significantly larger declines in relative fitness over 20 years versus those who did not. CONCLUSIONS Low fitness is significantly associated with diabetes incidence and explained in large part by the relationship between fitness and BMI.
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Affiliation(s)
- Mercedes R Carnethon
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA.
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Shishehbor MH, Gordon-Larsen P, Kiefe CI, Litaker D. Association of neighborhood socioeconomic status with physical fitness in healthy young adults: the Coronary Artery Risk Development in Young Adults (CARDIA) study. Am Heart J 2008; 155:699-705. [PMID: 18371479 PMCID: PMC3811003 DOI: 10.1016/j.ahj.2007.07.055] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2007] [Accepted: 07/31/2007] [Indexed: 10/22/2022]
Abstract
BACKGROUND Impaired physical fitness, a contributor to obesity and cardiovascular disease, has been associated with both an individual's socioeconomic status (SES) and with residence in disadvantaged neighborhoods. The aim of the study was to examine the extent to which neighborhood socioeconomic status (SES) is associated with impaired fitness, independent of clinical characteristics and individual-level SES. METHODS Two thousand five hundred five participants 25 to 42 years old examined in the CARDIA study from 1992 to 1993 underwent symptom-limited exercise stress testing. Physical fitness was considered impaired if metabolic equivalents were in the lowest sex-specific quintile. Neighborhood SES was determined for each census tract using 1990 census data. Generalized estimating equations assessed the association between neighborhood SES and physical fitness, before and after adjustments for individual SES, sociodemographic, and clinical characteristics, and accounted for clustering within census tracts. RESULTS Individuals in disadvantaged neighborhoods had lower educational attainment and income, and were more likely unemployed, black, and uninsured. The odds ratio (95% CI) for impaired physical fitness in the lowest vs highest tertile of neighborhood SES was 5.8 (3.7-7.3). These became 3.9 (2.7-5.7) after adjusting for individuals' educational attainment, personal income, employment status, and ability to pay for basic needs; and 1.9 (1.2-2.9) after additional adjustment for other sociodemographic and clinical factors. CONCLUSIONS Features of one's neighborhood of residence are relevant to cardiovascular health. A health policy perspective that looks beyond an individual's characteristics may therefore be useful in identifying more effective interventions to reduce the prevalence of low physical fitness and its consequences in young adults.
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Affiliation(s)
- Mehdi H Shishehbor
- Department of Cardiovascular Medicine, The Cleveland Clinic Foundation, Cleveland, OH 44195, USA.
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Chiriboga DE, Ma Y, Li W, Olendzki BC, Pagoto SL, Merriam PA, Matthews CE, Hebert JR, Ockene IS. Gender differences in predictors of body weight and body weight change in healthy adults. Obesity (Silver Spring) 2008; 16:137-45. [PMID: 18223626 PMCID: PMC4355617 DOI: 10.1038/oby.2007.38] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
BACKGROUND Overweight and obesity are important predictors of a wide variety of health problems. Analysis of naturally occurring changes in body weight can provide valuable insights in improving our understanding of the influence of demographic, lifestyle, and psychosocial factors on weight gain in middle-age adults. OBJECTIVE To identify gender-specific predictors of body weight using cross-sectional and longitudinal analyses. METHODS AND PROCEDURES Anthropometric, lifestyle and psychosocial factors were measured at baseline and then quarterly for 1 year in 572 healthy adult volunteers from Central Massachusetts who were recruited between 1994 and 1998. Linear mixed models were used to analyze the relationship between body weight and potential predictors, including demographic (e.g., age, educational level), lifestyle (e.g., diet, physical activity, smoking), and psychosocial (e.g., anxiety, depression) factors. RESULTS Over the 1-year study period, on average, men gained 0.3 kg and women lost 0.2 kg. Predictors of lower body weight at baseline in both men and women included current cigarette smoking, greater leisure-time physical activity, and lower depression and anxiety scores. Lower body weights were associated with a lower percentage of caloric intake from protein and greater occupational physical activity levels only among men; and with higher education level only among women. Longitudinal predictors of 1-year weight gain among women included increased total caloric intake and decreased leisure-time physical activity, and among men, greater anxiety scores. DISCUSSION Demographic, lifestyle and psychosocial factors are independently related to naturally occurring changes in body weight and have marked differential gender effects. These effects should be taken into consideration when designing interventions for weight-loss and maintenance at the individual and population levels.
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Affiliation(s)
- David E Chiriboga
- Division of Preventive and Behavioral Medicine, Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts, USA.
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Carnethon MR, Jacobs DR, Sidney S, Sternfeld B, Gidding SS, Shoushtari C, Liu K. A longitudinal study of physical activity and heart rate recovery: CARDIA, 1987-1993. Med Sci Sports Exerc 2005; 37:606-12. [PMID: 15809559 DOI: 10.1249/01.mss.0000158190.56061.32] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
PURPOSE Autonomic nervous system function may be a mechanism by which frequent physical activity is associated with better coronary heart disease outcomes. In a diverse, population-based sample, we tested whether physical activity participation was associated with higher parasympathetic function. METHODS Participants in the Coronary Artery Risk Development in Young Adults (CARDIA) study underwent symptom-limited graded exercise testing at baseline (1985-1986; N=3446) and at 7 yr follow-up (N=1627). Heart rate recovery (HRR), the difference between maximum heart rate (HR) and HR 2 min after test cessation, was used to estimate parasympathetic activity. RESULTS Participants who self-reported in the highest tertile of total physical activity (the sum of moderate- and heavy-intensity activities) had significantly faster HRR than participants in the lowest tertile (45.1 vs 41.8 beats.min, P<0.01), and the odds of having abnormal HRR (<or=22 beats.min) were 1.9 (95% confidence interval: 1.1, 3.4) times greater in the lowest versus the highest tertile after adjustment for age, race, gender, body mass index, smoking status, and diastolic blood pressure. Findings were consistent across strata of covariates. On average, HRR declined 2.5 beats.min over 7 yr. HRR declined the least among participants whose physical activity increased (-1.3 beats.min) or remained stable (-1.8 beats.min), compared with participants whose physical activity decreased (-3.6 beats.min; P<0.01 vs increase or stable). CONCLUSIONS In this diverse, population-based sample, physical activity was associated with faster HRR from an exercise treadmill test. Regular physical activity may blunt age-related declines in autonomic nervous system function.
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Affiliation(s)
- Mercedes R Carnethon
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.
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Jackson AS, Kampert JB, Barlow CE, Morrow JR, Church TS, Blair SN. Longitudinal Changes in Cardiorespiratory Fitness: Measurement Error or True Change? Med Sci Sports Exerc 2004; 36:1175-80. [PMID: 15235321 DOI: 10.1249/01.mss.0000132269.26126.3b] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
PURPOSE This study examined the thesis that the reported Aerobics Center Longitudinal Study (ACLS) mortality reductions associated with improved cardiorespiratory fitness were because of measurement error of serial treadmill tests. We tested the research hypothesis that longitudinal changes in cardiorespiratory fitness of the ACLS cohort were a multivariate function of changes in self-report physical activity (SR-PA), resting heart rate, and body mass index (BMI). METHODS We used the results of three serial maximal treadmill tests (T1, T2, and T3) to evaluate the serial changes in cardiorespiratory fitness of 4675 men. The mean duration between the three serial tests examined was: T2 - T1, 1.9 yr; T3 - T2, 6.1 yr; and T3 - T1, 8.0 yr. Maximum and resting heart rate, BMI, SR-PA, and maximum Balke treadmill duration were measured on each occasion. RESULTS General linear models analysis showed that with change in maximum heart rate statistically controlled change in treadmill time performance was a function of independent changes in SR-PA, BMI, and R-HR. These variables accounted for significant (P < 0.001) proportions (7%, 9%, and 12%) of the change in treadmill time variance. Those men who increased their SR-PA and lowered their BMI and resting heart rate gained the most fitness between serial tests. CONCLUSIONS These results support the research hypothesis tested. Variations in serial ACLS treadmill tests are not just due to measurement error alone, but also to systematic variation linked with changes in lifestyle.
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Affiliation(s)
- Andrew S Jackson
- Department of Health and Human Performance, University of Houston, Houston, TX 77204, USA.
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Keyserling TC, Samuel-Hodge CD, Ammerman AS, Ainsworth BE, Henríquez-Roldán CF, Elasy TA, Skelly AH, Johnston LF, Bangdiwala SI. A randomized trial of an intervention to improve self-care behaviors of African-American women with type 2 diabetes: impact on physical activity. Diabetes Care 2002; 25:1576-83. [PMID: 12196430 DOI: 10.2337/diacare.25.9.1576] [Citation(s) in RCA: 197] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To determine whether a culturally appropriate clinic- and community-based intervention for African-American women with type 2 diabetes will increase moderate-intensity physical activity (PA). RESEARCH DESIGN AND METHODS In this randomized controlled trial conducted at seven practices in central North Carolina, 200 African-American women, > or =40 years of age with type 2 diabetes, were randomized to one of three treatment conditions: clinic and community (group A), clinic only (group B), or minimal intervention (group C). The clinic-based intervention (groups A and B) consisted of four monthly visits with a nutritionist who provided counseling to enhance PA and dietary intake that was tailored to baseline practices and attitudes; the community-based intervention (group A) consisted of three group sessions and 12 monthly phone calls from a peer counselor and was designed to provide social support and reinforce behavior change goals; and the minimal intervention (group C) consisted of educational pamphlets mailed to participants. The primary study outcome was the comparison of PA levels between groups assessed at 6 and 12 months by accelerometer, which was worn while awake for 7 days. RESULTS Totals of 175 (88%) and 167 (84%) participants completed PA assessment at 6 and 12 months, respectively. For comparison of PA, the P value for overall group effect was 0.014. Comparing group A with C, the difference in the average adjusted mean for PA was 44.1 kcal/day (95% CI 13.1-75.1, P = 0.0055). Comparing group B with C, the difference in the average adjusted mean was 33.1 kcal/day (95% CI 3.3-62.8, P = 0.029). The intervention was acceptable to participants: 88% were very satisfied with clinic-based counseling to enhance PA, and 86% indicated that the peer counselor's role in the program was important. CONCLUSIONS The intervention was associated with a modest enhancement of PA and was acceptable to participants.
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Affiliation(s)
- Thomas C Keyserling
- Department of Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA.
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Morris JN, Donkin AJ, Wonderling D, Wilkinson P, Dowler EA. A minimum income for healthy living. J Epidemiol Community Health 2000; 54:885-9. [PMID: 11076983 PMCID: PMC1731606 DOI: 10.1136/jech.54.12.885] [Citation(s) in RCA: 86] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
BACKGROUND Half a century of research has provided consensual evidence of major personal requisites of adult health in nutrition, physical activity and psychosocial relations. Their minimal money costs, together with those of a home and other basic necessities, indicate disposable income that is now essential for health. METHODS In a first application we identified such representative minimal costs for healthy, single, working men aged 18-30, in the UK. Costs were derived from ad hoc survey, relevant figures in the national Family Expenditure Survey, and by pragmatic decision for the few minor items where survey data were not available. RESULTS Minimum costs were assessed at 131.86 pound sterling per week (UK April 1999 prices). Component costs, especially those of housing (which represents around 40% of this total), depend on region and on several assumptions. By varying these a range of totals from 106.47 pound sterling to 163.86 pound sterling per week was detailed. These figures compare, 1999, with the new UK national minimum wage, after statutory deductions, of pound 105.84 at 18-21 years and 121.12 pound sterling at 22+ years for a 38 hour working week. Corresponding basic social security rates are 40.70 pound sterling to 51.40 pound sterling per week. INTERPRETATION Accumulating science means that absolute standards of living, "poverty", minimal official incomes and the like, can now be assessed by objective measurement of the personal capacity to meet the costs of major requisites of healthy living. A realistic assessment of these costs is presented as an impetus to public discussion. It is a historical role of public health as social medicine to lead in public advocacy of such a national agenda.
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Affiliation(s)
- J N Morris
- Health Promotion Research Unit, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK.
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McTiernan A. Associations between energy balance and body mass index and risk of breast carcinoma in women from diverse racial and ethnic backgrounds in the U.S. Cancer 2000; 88:1248-55. [PMID: 10705363 DOI: 10.1002/(sici)1097-0142(20000301)88:5+<1248::aid-cncr12>3.0.co;2-1] [Citation(s) in RCA: 54] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
There is increasing epidemiologic evidence of an association between body mass index and energy expenditure and the risk of breast carcinoma. Women who are overweight or obese, especially women who gain weight throughout adulthood, are at an increased risk for developing breast carcinoma after menopause. Conversely, overweight women are at a reduced risk for developing breast carcinoma in the premenopausal years. The association between body mass index and breast carcinoma risk has been observed in women from several racial and ethnic backgrounds. Many studies have found an association between increased physical activity and reduced risk for breast cancer. Studies regarding physical activity and breast carcinoma risk have been conducted primarily with white women; therefore, the cross-racial/ethnic patterns with this risk factor are unknown. This article reviews data regarding the associations between body mass index, physical activity, and breast carcinoma risk and presents potential mechanisms for the observed associations, such as sex hormones, reproduction, growth hormones, insulin, and immune function. It outlines challenges in measuring physical activity and body mass index across populations. Finally, the current study discusses limitations of the available data and suggests future research priorities. Obesity and a sedentary lifestyle may be two important risk factors for breast carcinoma that can be modified and thus may have significant public health impact in women from various racial and ethnic backgrounds.
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Affiliation(s)
- A McTiernan
- Cancer Prevention Research Program, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109-1024, USA
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Adams-Campbell LL, Rosenberg L, Washburn RA, Rao RS, Kim KS, Palmer J. Descriptive epidemiology of physical activity in African-American women. Prev Med 2000; 30:43-50. [PMID: 10642459 DOI: 10.1006/pmed.1999.0604] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
OBJECTIVES We assessed walking for exercise and moderate and strenuous physical activity in relation to both demographic and health-related characteristics among African-American women from various parts of the United States who participate in the Black Women's Health Study. METHODS The data were collected in 1995 by mail questionnaire from 64,524 U.S. black women aged 21 to 69 years. The 64,101 women who provided data on physical activity are the subjects of the present report. RESULTS The present study revealed low levels of physical activity among the African-American women: 57% reported an hour or less per week walking for exercise, 18% reported moderate activity, and 61% reported strenuous physical activity. Strenuous physical activity increased with education. Higher levels of walking for exercise and moderate and strenuous activity were associated with higher levels of participation in strenuous exercise in high school. CONCLUSION Physical activity levels are low in African-American women. Based on the findings of the present study it may be suggested that educational efforts to increase levels of physical activity should start at an early age.
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Affiliation(s)
- L L Adams-Campbell
- Division of Epidemiology and Biostatistics, Howard University Cancer Center, 2041 Georgia Avenue, NW, Washington, DC, 20060, USA
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Sternfeld B, Sidney S, Jacobs DR, Sadler MC, Haskell WL, Schreiner PJ. Seven-year changes in physical fitness, physical activity, and lipid profile in the CARDIA study. Coronary Artery Risk Development in Young Adults. Ann Epidemiol 1999; 9:25-33. [PMID: 9915606 DOI: 10.1016/s1047-2797(98)00030-1] [Citation(s) in RCA: 54] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE To relate seven year changes in physical fitness and physical activity in the young adult population to changes in the plasma lipid profile and to examine the influence of weight change on those relationships. METHODS The participants in this observational study were the 1777 black and white men and women, ages 18-30 at entry into the Coronary Artery Risk Development in Young Adults (CARDIA) cohort, who completed a symptom-limited graded treadmill exercise test and had an overnight fasting blood draw at both the Baseline (1985-86) and Year 7 (1992-93) exams. CARDIA, a longitudinal study of the relationships of lifestyle and physiological variables to the development of coronary heart disease risk factors, consists of population-based cohorts in Birmingham, Alabama, Minneapolis, Minnesota and Chicago, Illinois and a cohort recruited from the membership of a large, pre-paid health care plan, broadly representative of the population, in Oakland, California. RESULTS All race/gender groups experienced mean decreases in physical fitness and self-reported physical activity and increases in weight. Decreased fitness was associated with decreased high density lipoprotein-cholesterol (HDL-C), and conversely, increased fitness was associated with increased HDL-C. The correlation coefficients of change in fitness with change in HDL-C ranged from 0.17 in white men and black women to 0.24 in white women (P < 0.001 for all race/gender groups). Change in fitness was minimally correlated with change in low density lipoprotein-cholesterol (LDL-C) in all groups (r ranged from -0.09 in black women to -0.20 in white women), triglycerides (TG) in men and white women (r ranged from -0.10 to -0.15), and total cholesterol (TC) in white men and women (r = -0.11 and -0.15, respectively). The magnitude of these correlations was further reduced with adjustment for weight change. Correlations between change in activity and change in lipid and lipoprotein values were generally weak or nonexistent, except for the suggestion of a small, direct relationship with change in HDL-C in black and white women (r = 0.14 and r = 0.11, respectively). All of the weight change adjusted correlations were essentially unaffected by further adjustment for baseline fitness or activity and other covariates. CONCLUSIONS Decreased fitness during young adulthood is associated with unfavorable changes in lipid profile, explained mostly by increased weight. Lack of association between change in activity and change in lipid profile observed in this study may be due, in part, to imprecision of activity measurement.
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Affiliation(s)
- B Sternfeld
- Division of Research, Kaiser Permanente Medical Care Program, Broadway, Oakland, CA 94611-5714, USA
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