Skip to main content
Top
Published in: The journal of nutrition, health & aging 9/2016

01-11-2016

Fruit and vegetable intake and physical activity as predictors of disability risk factors in African-American middle-aged individuals

Authors: Sandra Maria Lima Ribeiro, J. E. Morley, T. K. Malmstrom, D. K. Miller

Published in: The journal of nutrition, health & aging | Issue 9/2016

Login to get access

Abstract

Objective

To investigate fruit and vegetable intake (FVI) and different dimensions of physical activity (PA) as predictors of change in disabilities and other known precursors of progressive disability in a populationbased sample of African Americans.

Design

Longitudinal investigation of the independent associations of reported FVI and PA with six-year changes in disabilities and other known precursors of progressive disability.

Setting

Longitudinal study of a population-representative cohort of late middle-aged African Americans.

Participants

432 cohort participants with complete information on all measures.

Measurements and Analytic Approach

During wave 8 (2008), FVI was measured using 2005 Behavioral Risk Factor Surveillance System questions and PA dimensions using the Yale Physical Activity Survey (YPAS). Disability measures included basic activities of daily living (ADLs) and instrumental ADLs (IADLs); other precursors included measured gait speed, grip strength, and short physical performance battery (SPPB) and reported lower body functional limitations (LBFLs) and FRAIL scale; these were measured at wave 4 (2004) and wave 10 (2010). Residualchange score linear regression was used to identify FVI and PA factors that were independently associated with six-year changes in disability and other precursors.

Results

The study cohort was less active than the YPASdevelopment group. Longitudinally, leisurely walking was independently associated with better ADL, IADL, grip strength, SPPB, LBFL, and frailty outcomes; standing with better IADL and SPPB; intake of vegetables other than carrots, salads, or potatoes with better grip strength and frailty; and fruit juice intake with worse grip strength and frailty.

Conclusions

In this relatively inactive cohort, leisurely walking was associated with multiple beneficial outcomes. Benefits were also seen with vegetables other than potato intake, and fruit juice intake was associated with detrimental effects. This study highlights the importance of finding strategies to help this population increase PA (especially leisurely walking) and intake of whole fruits and vegetables.
Literature
1.
go back to reference Chappell NL, Cooke HA. Age related disabilities -aging and quality of life. In: Stone JH, Blouin M, eds. International Encyclopedia of Rehabilitation. Center for International Rehabilitation Research Information and Exchange, 2010;pp 1–10 (available online: http://cirrie.buffalo.edu/encyclopedia/en/article/189/; accessed 5-22-16) Chappell NL, Cooke HA. Age related disabilities -aging and quality of life. In: Stone JH, Blouin M, eds. International Encyclopedia of Rehabilitation. Center for International Rehabilitation Research Information and Exchange, 2010;pp 1–10 (available online: http://​cirrie.​buffalo.​edu/​encyclopedia/​en/​article/​189/​; accessed 5-22-16)
2.
go back to reference Miller EA, Weissert WG. Predicting elderly people’s risk for nursing home placement, hospitalization, functional impairment, and mortality: a synthesis. Med Care Res Rev 2000;57: 259–297.CrossRefPubMed Miller EA, Weissert WG. Predicting elderly people’s risk for nursing home placement, hospitalization, functional impairment, and mortality: a synthesis. Med Care Res Rev 2000;57: 259–297.CrossRefPubMed
3.
go back to reference Berthoud R. Meeting the Costs of Disability. Internet: http://www.psi.org.uk/publications/archivepdfs/Disability%20and%20social/BERTHOUD.pdf, accessed 5-22-16. Berthoud R. Meeting the Costs of Disability. Internet: http://​www.​psi.​org.​uk/​publications/​archivepdfs/​Disability%20and%20social/BERTHOUD.pdf, accessed 5-22-16.
4.
go back to reference Melvin J, Hummer R, Elo I, Mehta N. Age patterns of racial/ethnic/nativity differences in disability and physical functioning in the United States. Demogr Res 2014,31:497–510.CrossRefPubMedPubMedCentral Melvin J, Hummer R, Elo I, Mehta N. Age patterns of racial/ethnic/nativity differences in disability and physical functioning in the United States. Demogr Res 2014,31:497–510.CrossRefPubMedPubMedCentral
5.
go back to reference Miller DK, Wolinsky FD, Malmstrom TK, Andresen EM, Miller JP. Inner city middle aged African Americans have excess frank and subclinical disability. J Gerontol A Biol Sci Med Sci 2005; 60A:207–212.CrossRef Miller DK, Wolinsky FD, Malmstrom TK, Andresen EM, Miller JP. Inner city middle aged African Americans have excess frank and subclinical disability. J Gerontol A Biol Sci Med Sci 2005; 60A:207–212.CrossRef
6.
go back to reference Perera S, Patel KV, Rosano C, Rubin SM, Satterfield S, Harris T, Ensrud K, Orwoll E, Lee CG, Chandler JM, et al. Gait Speed Predicts Incident Disability: A Pooled Analysis. J Gerontol A Biol Sci Med Sci 2016;71: 63–71.CrossRefPubMed Perera S, Patel KV, Rosano C, Rubin SM, Satterfield S, Harris T, Ensrud K, Orwoll E, Lee CG, Chandler JM, et al. Gait Speed Predicts Incident Disability: A Pooled Analysis. J Gerontol A Biol Sci Med Sci 2016;71: 63–71.CrossRefPubMed
7.
go back to reference Bohannon RW. Hand-grip dynamometry predicts future outcomes in aging adults. J Geriatr Phys Ther 2008;31: 3–10.CrossRefPubMed Bohannon RW. Hand-grip dynamometry predicts future outcomes in aging adults. J Geriatr Phys Ther 2008;31: 3–10.CrossRefPubMed
8.
go back to reference Miller DK, Wolinsky FD, Andresen EM, Malmstrom TK, Miller JP. Adverse outcomes and correlates of change in the Short Physical Performance Battery over 36 months in the African American Health project. J Gerontol A Biol Sci Med Sci 2008;63: 487–494.CrossRefPubMedPubMedCentral Miller DK, Wolinsky FD, Andresen EM, Malmstrom TK, Miller JP. Adverse outcomes and correlates of change in the Short Physical Performance Battery over 36 months in the African American Health project. J Gerontol A Biol Sci Med Sci 2008;63: 487–494.CrossRefPubMedPubMedCentral
9.
go back to reference Vasunilashorn S, Coppin AK, Patel KV, Lauretani F, Ferrucci L, Bandinelli S, Guralnik JM. Use of the Short Physical Performance Battery Score to predict loss of ability to walk 400 meters: analysis from the InCHIANTI study. J Gerontol A Biol Sci Med Sci 2009;64: 223–229.CrossRefPubMed Vasunilashorn S, Coppin AK, Patel KV, Lauretani F, Ferrucci L, Bandinelli S, Guralnik JM. Use of the Short Physical Performance Battery Score to predict loss of ability to walk 400 meters: analysis from the InCHIANTI study. J Gerontol A Biol Sci Med Sci 2009;64: 223–229.CrossRefPubMed
10.
go back to reference Morley JE, Malmstrom TK, Miller DK. A Simple Frailty Questionnaire (FRAIL) Predicts Outcomes in Middle Aged African Americans. J Nutr Health Aging 2012;16: 601–608.CrossRefPubMedPubMedCentral Morley JE, Malmstrom TK, Miller DK. A Simple Frailty Questionnaire (FRAIL) Predicts Outcomes in Middle Aged African Americans. J Nutr Health Aging 2012;16: 601–608.CrossRefPubMedPubMedCentral
11.
go back to reference Fried LP, Ferrucci L, Darer J, Williamson JD, Anderson G. Untangling the concepts of disability, frailty, and comorbidity: implications for improved targeting and care. J Gerontol A Biol Sci Med Sci 2004;59: 255–263.CrossRefPubMed Fried LP, Ferrucci L, Darer J, Williamson JD, Anderson G. Untangling the concepts of disability, frailty, and comorbidity: implications for improved targeting and care. J Gerontol A Biol Sci Med Sci 2004;59: 255–263.CrossRefPubMed
12.
go back to reference Sharkey JR. Diet and health outcomes in vulnerable populations. Ann N Y Acad Sci 2008;1136: 210–217.CrossRefPubMed Sharkey JR. Diet and health outcomes in vulnerable populations. Ann N Y Acad Sci 2008;1136: 210–217.CrossRefPubMed
13.
go back to reference American College of Sports Medicine, Chodzko-Zajko WJ, Proctor DN, Fiatarone Singh MA, Minson CT, Nigg CR, Salem GJ, Skinner JS. American College of Sports Medicine position stand. Exercise and physical activity for older adults. Med Sci Sports Exerc 2009;41: 1510–1530. American College of Sports Medicine, Chodzko-Zajko WJ, Proctor DN, Fiatarone Singh MA, Minson CT, Nigg CR, Salem GJ, Skinner JS. American College of Sports Medicine position stand. Exercise and physical activity for older adults. Med Sci Sports Exerc 2009;41: 1510–1530.
14.
go back to reference Wu IC, Chang HY, Hsu CC, Chiu YF, Yu SH, Tsai YF, Shen SC, Kuo KN, Chen CY, Liu K, et al. (Association between dietary fiber intake and physical performance in older adults: a nationwide study in Taiwan. PLoS One 2013;8: e80209.CrossRef Wu IC, Chang HY, Hsu CC, Chiu YF, Yu SH, Tsai YF, Shen SC, Kuo KN, Chen CY, Liu K, et al. (Association between dietary fiber intake and physical performance in older adults: a nationwide study in Taiwan. PLoS One 2013;8: e80209.CrossRef
15.
go back to reference Leon-Munoz LM, Garcia-Esquinas E, Lopez-Garcia E, Banegas JR, Rodriguez- Artalejo F. Major dietary patterns and risk of frailty in older adults: a prospective cohort study. BMC Med 2015;13:11.CrossRefPubMedPubMedCentral Leon-Munoz LM, Garcia-Esquinas E, Lopez-Garcia E, Banegas JR, Rodriguez- Artalejo F. Major dietary patterns and risk of frailty in older adults: a prospective cohort study. BMC Med 2015;13:11.CrossRefPubMedPubMedCentral
16.
go back to reference National Center for Health Statistics. Data File Documentation, National Health Interview Second Supplement on Aging, 1994 (machine readable data file and documentation). Hyattsville, MD: National Center for Health Statistics, 1998. National Center for Health Statistics. Data File Documentation, National Health Interview Second Supplement on Aging, 1994 (machine readable data file and documentation). Hyattsville, MD: National Center for Health Statistics, 1998.
17.
go back to reference Lawton MP, Brody EM. Assessment of older people: self-maintaining and instrumental activities of daily living. Gerontologist 1969;9: 179–186.CrossRefPubMed Lawton MP, Brody EM. Assessment of older people: self-maintaining and instrumental activities of daily living. Gerontologist 1969;9: 179–186.CrossRefPubMed
18.
go back to reference Wolinsky FD, Miller DK, Andresen EM, Malmstrom TK, Miller JP. Reproducibility of physical performance and physiologic assessments. J Aging Health 2005;17: 111–124.CrossRefPubMed Wolinsky FD, Miller DK, Andresen EM, Malmstrom TK, Miller JP. Reproducibility of physical performance and physiologic assessments. J Aging Health 2005;17: 111–124.CrossRefPubMed
19.
go back to reference Miller DK, Malmstrom TK, Miller JP, Andresen EM, Schootman M, Wolinsky FD. Predictors of change in grip strength over 3 years in the african american health project. J Aging Health 2010;22: 183–196.CrossRefPubMedPubMedCentral Miller DK, Malmstrom TK, Miller JP, Andresen EM, Schootman M, Wolinsky FD. Predictors of change in grip strength over 3 years in the african american health project. J Aging Health 2010;22: 183–196.CrossRefPubMedPubMedCentral
20.
go back to reference Guralnik JM, Simonsick EM, Ferrucci L, Glynn RJ, Berkman LF, Blazer DG, Scherr PA, Wallace RB. A short physical performance battery assessing lower extremity function: association with self-reported disability and prediction of mortality and nursing home admission. J Gerontol Med Sci 1994;49:M85–94.CrossRef Guralnik JM, Simonsick EM, Ferrucci L, Glynn RJ, Berkman LF, Blazer DG, Scherr PA, Wallace RB. A short physical performance battery assessing lower extremity function: association with self-reported disability and prediction of mortality and nursing home admission. J Gerontol Med Sci 1994;49:M85–94.CrossRef
21.
go back to reference Nagi SZ. An epidemiology of disability among adults in the United States. Milbank Mem Fund Q 1976;54: 439–467.CrossRef Nagi SZ. An epidemiology of disability among adults in the United States. Milbank Mem Fund Q 1976;54: 439–467.CrossRef
22.
go back to reference Abellan van Kan G, Rolland YM, Morley JE, Vellas B. Frailty: toward a clinical definition. J Am Med Dir Assoc 2008;9: 71–72.CrossRefPubMed Abellan van Kan G, Rolland YM, Morley JE, Vellas B. Frailty: toward a clinical definition. J Am Med Dir Assoc 2008;9: 71–72.CrossRefPubMed
24.
go back to reference Nelson DE, Holtzman D, Bolen J, Stanwyck CA, Mack KA. Reliability and validity of measures from the Behavioral Risk Factor Surveillance System (BRFSS). Soz Praventivmed 2001;46 Suppl 1:S3–42.CrossRefPubMed Nelson DE, Holtzman D, Bolen J, Stanwyck CA, Mack KA. Reliability and validity of measures from the Behavioral Risk Factor Surveillance System (BRFSS). Soz Praventivmed 2001;46 Suppl 1:S3–42.CrossRefPubMed
25.
go back to reference Centers for Disease Control and Prevention. 2005 Behavioral Risk Factor Surveillance System Questionnaire, September 2, 2005, Section 17: Fruits and Vegetables. Centers for Disease Control and Prevention. 2005 Behavioral Risk Factor Surveillance System Questionnaire, September 2, 2005, Section 17: Fruits and Vegetables.
26.
go back to reference Grimm KA, Foltz JL, Blanck HM, Scanlon KS. Household income disparities in fruit and vegetable consumption by state and territory: results of the 2009 Behavioral Risk Factor Surveillance System. J Acad Nutr Diet 2012;112: 2014–2021.CrossRefPubMed Grimm KA, Foltz JL, Blanck HM, Scanlon KS. Household income disparities in fruit and vegetable consumption by state and territory: results of the 2009 Behavioral Risk Factor Surveillance System. J Acad Nutr Diet 2012;112: 2014–2021.CrossRefPubMed
27.
go back to reference Dipietro L, Caspersen CJ, Ostfeld AM, Nadel ER. A survey for assessing physical activity among older adults. Med Sci Sports Exerc 1993;25: 628–642.CrossRefPubMed Dipietro L, Caspersen CJ, Ostfeld AM, Nadel ER. A survey for assessing physical activity among older adults. Med Sci Sports Exerc 1993;25: 628–642.CrossRefPubMed
28.
go back to reference U.S. Department of Agriculture and U.S. Department of Health and Human Services. (Dec). Available at http://www.health.gov/dietaryguidelines/2010.asp) Dietary Guidelines for Americans, 2010. 7th ed. Washington, CD: U.S. Government Printing Office. U.S. Department of Agriculture and U.S. Department of Health and Human Services. (Dec). Available at http://​www.​health.​gov/​dietaryguideline​s/​2010.​asp) Dietary Guidelines for Americans, 2010. 7th ed. Washington, CD: U.S. Government Printing Office.
29.
go back to reference Sedentary Behaviour Research Network. Letter to the editor: standardized use of the terms “sedentary” and “sedentary behaviours». Appl Physiol Nutr Metab 2012;37: 540–542.CrossRef Sedentary Behaviour Research Network. Letter to the editor: standardized use of the terms “sedentary” and “sedentary behaviours». Appl Physiol Nutr Metab 2012;37: 540–542.CrossRef
30.
go back to reference Henson J, Yates T, Biddle SJ, Edwardson CL, Khunti K, Wilmot EG, Gray LJ, Gorely T, Nimmo MA, Davies MJ. Associations of objectively measured sedentary behaviour and physical activity with markers of cardiometabolic health. Diabetologia 2013;56: 1012–1020.CrossRefPubMed Henson J, Yates T, Biddle SJ, Edwardson CL, Khunti K, Wilmot EG, Gray LJ, Gorely T, Nimmo MA, Davies MJ. Associations of objectively measured sedentary behaviour and physical activity with markers of cardiometabolic health. Diabetologia 2013;56: 1012–1020.CrossRefPubMed
31.
go back to reference Woodside JV, McGrath AJ, Lyner N, McKinley MC. Carotenoids and health in older people. Maturitas 2015;80: 63–68.CrossRefPubMed Woodside JV, McGrath AJ, Lyner N, McKinley MC. Carotenoids and health in older people. Maturitas 2015;80: 63–68.CrossRefPubMed
32.
go back to reference Houston DK, Stevens J, Cai J, Haines PS. Dairy, fruit, and vegetable intakes and functional limitations and disability in a biracial cohort: the Atherosclerosis Risk in Communities Study. Am J Clin Nutr 2005;81: 515–522.PubMed Houston DK, Stevens J, Cai J, Haines PS. Dairy, fruit, and vegetable intakes and functional limitations and disability in a biracial cohort: the Atherosclerosis Risk in Communities Study. Am J Clin Nutr 2005;81: 515–522.PubMed
33.
go back to reference Chung M, Ma J, Patel K, Berger S, Lau J, Lichtenstein AH. Fructose, high-fructose corn syrup, sucrose, and nonalcoholic fatty liver disease or indexes of liver health: a systematic review and meta-analysis. Am J Clin Nutr 2014;100: 833–849.CrossRefPubMedPubMedCentral Chung M, Ma J, Patel K, Berger S, Lau J, Lichtenstein AH. Fructose, high-fructose corn syrup, sucrose, and nonalcoholic fatty liver disease or indexes of liver health: a systematic review and meta-analysis. Am J Clin Nutr 2014;100: 833–849.CrossRefPubMedPubMedCentral
34.
go back to reference Zheng M, Rangan A, Olsen NJ, Andersen LB, Wedderkopp N, Kristensen P, Grontved A, Ried-Larsen M, Lempert SM, Allman-Farinelli M, et al. Substituting sugar-sweetened beverages with water or milk is inversely associated with body fatness development from childhood to adolescence. Nutrition 2015;31: 38–44.CrossRefPubMed Zheng M, Rangan A, Olsen NJ, Andersen LB, Wedderkopp N, Kristensen P, Grontved A, Ried-Larsen M, Lempert SM, Allman-Farinelli M, et al. Substituting sugar-sweetened beverages with water or milk is inversely associated with body fatness development from childhood to adolescence. Nutrition 2015;31: 38–44.CrossRefPubMed
35.
36.
37.
go back to reference Logan AC, Jacka FN. Nutritional psychiatry research: an emerging discipline and its intersection with global urbanization, environmental challenges and the evolutionary mismatch. J Physiol Anthropol 2014;33:22.CrossRefPubMedPubMedCentral Logan AC, Jacka FN. Nutritional psychiatry research: an emerging discipline and its intersection with global urbanization, environmental challenges and the evolutionary mismatch. J Physiol Anthropol 2014;33:22.CrossRefPubMedPubMedCentral
38.
go back to reference Kant AK, Graubard BI, Kumanyika SK. Trends in black-white differentials in dietary intakes of U.S. adults, 1971-2002. Am J Prev Med 2007;32: 264–272.PubMed Kant AK, Graubard BI, Kumanyika SK. Trends in black-white differentials in dietary intakes of U.S. adults, 1971-2002. Am J Prev Med 2007;32: 264–272.PubMed
39.
go back to reference Ford ES, Li C, Zhao G, Pearson WS, Tsai J, Greenlund KJ. Trends in low-risk lifestyle factors among adults in the United States: findings from the Behavioral Risk Factor Surveillance System 1996-2007. Prev Med 2010;51: 403–407.CrossRefPubMed Ford ES, Li C, Zhao G, Pearson WS, Tsai J, Greenlund KJ. Trends in low-risk lifestyle factors among adults in the United States: findings from the Behavioral Risk Factor Surveillance System 1996-2007. Prev Med 2010;51: 403–407.CrossRefPubMed
40.
go back to reference Johnston R, Poti JM, Popkin BM. Eating and aging: trends in dietary intake among older Americans from 1977-2010. J Nutr Health Aging 2014;18: 234–242.CrossRefPubMedPubMedCentral Johnston R, Poti JM, Popkin BM. Eating and aging: trends in dietary intake among older Americans from 1977-2010. J Nutr Health Aging 2014;18: 234–242.CrossRefPubMedPubMedCentral
Metadata
Title
Fruit and vegetable intake and physical activity as predictors of disability risk factors in African-American middle-aged individuals
Authors
Sandra Maria Lima Ribeiro
J. E. Morley
T. K. Malmstrom
D. K. Miller
Publication date
01-11-2016
Publisher
Springer Paris
Published in
The journal of nutrition, health & aging / Issue 9/2016
Print ISSN: 1279-7707
Electronic ISSN: 1760-4788
DOI
https://doi.org/10.1007/s12603-016-0780-4

Other articles of this Issue 9/2016

The journal of nutrition, health & aging 9/2016 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.