Abstract
Background
Diet plays an important role in the development of age-related chronic diseases. However, the association between diet quality assessed by Healthy Eating Index (HEI)-2015, the latest version of HEI, and physical frailty among the general United States (US) elderly adults remains unclear.
Aims
The present study aims to explore the association between HEI-2015 and physical frailty in elderly adults using data from National Health and Nutrition Examination Survey (NHANES) 2011–2014.
Methods
HEI-2015 scores were calculated from 2 days 24-h recall interviews. Physical frailty status was assessed by four criteria developed by Fried et al.: exhaustion, weakness, low body mass, and low physical activity, and then categorized into robust (0 criteria), pre-frail (1–2 criteria), or frail (3–4 criteria). The binary and multinomial logistic regressions were used to examine the odds of frailty status.
Results
A total of 2345 participants aged 60 years or older were included. According to the 4-items frailty criteria, 51.1% participants were robust, 42.1% were pre-frail, and 6.8% were frail. Compared to the lowest HEI-2015 quartile, the elderly adults in the higher quartile had a lower odds of physical frailty (P < 0.05). Regarding the frailty criterion separately, higher HEI-2015 was associated with lower odds of exhaustion, weakness, low physical activity and unintentional weight loss, respectively (P < 0.05). Among 13 HEI-2015 components, adherence to the recommended intake of whole fruits and total vegetables components were less likely to be physically frail (P < 0.05).
Conclusion
Higher HEI-2015 was inversely associated with lower odds of physical frailty in the US elderly adults.
Similar content being viewed by others
Availability of data and materials
The data that support the findings of this study are available from the corresponding author upon reasonable request.
Code availability
Not applicable.
References
Beard JR, Officer AM, Cassels AK (2016) The world report on ageing and health. Gerontologist 56:S163–S166. https://doi.org/10.1093/geront/gnw037
Collard RM, Boter H, Schoevers RA et al (2012) Prevalence of frailty in community-dwelling older persons: a systematic review. J Am Geriatr Soc 60:1487–1492. https://doi.org/10.1111/j.1532-5415.2012.04054.x
Kojima G (2016) Frailty as a predictor of hospitalisation among community-dwelling older people: a systematic review and meta-analysis. J Epidemiol Community Health 70:722–729. https://doi.org/10.1136/jech-2015-206978
Fried LP, Tangen CM, Walston J et al (2001) Frailty in older adults: evidence for a phenotype. J Gerontol A Biol Sci Med Sci 56:M146–M156. https://doi.org/10.1093/gerona/56.3.m146
Baldwin MR, Reid MC, Westlake AA et al (2014) The feasibility of measuring frailty to predict disability and mortality in older medical intensive care unit survivors. J Crit Care 29:401–408. https://doi.org/10.1016/j.jcrc.2013.12.019
Kaimoto K, Yamashita M, Suzuki T et al (2021) Association of protein and magnesium intake with prevalence of prefrailty and frailty in community-dwelling older japanese women. J Nutr Sci Vitaminol (Tokyo) 67:39–47. https://doi.org/10.3177/jnsv.67.39
Garcia-Esquinas E, Rahi B, Peres K et al (2016) Consumption of fruit and vegetables and risk of frailty: a dose-response analysis of 3 prospective cohorts of community-dwelling older adults. Am J Clin Nutr 104:132–142. https://doi.org/10.3945/ajcn.115.125781
Beasley JM, Lacroix AZ, Neuhouser ML et al (2010) Protein intake and incident frailty in the Women’s Health Initiative observational study. J Am Geriatr Soc 58:1063–1071. https://doi.org/10.1111/j.1532-5415.2010.02866.x
van den Berg KS, Hegeman JM, van den Brink R et al (2021) A prospective study into change of vitamin D levels, depression and frailty among depressed older persons. Int J Geriatr Psychiatry. https://doi.org/10.1002/gps.5507
Woo J (2018) Nutrition and frailty. J Nutr Health Aging 22:1025–1027. https://doi.org/10.1007/s12603-018-1120-7
Talegawkar SA, Bandinelli S, Bandeen-Roche K et al (2012) A higher adherence to a Mediterranean-style diet is inversely associated with the development of frailty in community-dwelling elderly men and women. J Nutr 142:2161–2166. https://doi.org/10.3945/jn.112.165498
Chan R, Leung J, Woo J (2015) Dietary patterns and risk of frailty in Chinese community-dwelling older people in Hong Kong: a prospective cohort study. Nutrients 7:7070–7084. https://doi.org/10.3390/nu7085326
Bollwein J, Diekmann R, Kaiser MJ et al (2013) Dietary quality is related to frailty in community-dwelling older adults. J Gerontol A Biol Sci Med Sci 68:483–489. https://doi.org/10.1093/gerona/gls204
Rahi B, Ajana S, Tabue-Teguo M et al (2018) High adherence to a Mediterranean diet and lower risk of frailty among French older adults community-dwellers: results from the Three-City-Bordeaux Study. Clin Nutr 37:1293–1298. https://doi.org/10.1016/j.clnu.2017.05.020
Shikany JM, Barrett-Connor E, Ensrud KE et al (2014) Macronutrients, diet quality, and frailty in older men. J Gerontol A Biol Sci Med Sci 69:695–701. https://doi.org/10.1093/gerona/glt196
Leon-Munoz LM, Guallar-Castillon P, Lopez-Garcia E et al (2014) Mediterranean diet and risk of frailty in community-dwelling older adults. J Am Med Dir Assoc 15:899–903. https://doi.org/10.1016/j.jamda.2014.06.013
Parsons TJ, Papachristou E, Atkins JL et al (2019) Physical frailty in older men: prospective associations with diet quality and patterns. Age Ageing 48:355–360. https://doi.org/10.1093/ageing/afy216
Ntanasi E, Yannakoulia M, Kosmidis MH et al (2018) Adherence to mediterranean diet and frailty. J Am Med Dir Assoc 19:315–322. https://doi.org/10.1016/j.jamda.2017.11.005
Krebs-Smith SM, Pannucci TE, Subar AF et al (2018) Update of the Healthy Eating Index: HEI-2015. J Acad Nutr Diet 118:1591–1602. https://doi.org/10.1016/j.jand.2018.05.021
Saraf-Bank S, Haghighatdoost F, Esmaillzadeh A et al (2017) Adherence to Healthy Eating Index-2010 is inversely associated with metabolic syndrome and its features among Iranian adult women. Eur J Clin Nutr 71:425–430. https://doi.org/10.1038/ejcn.2016.173
Wright RS, Waldstein SR, Kuczmarski MF et al (2017) Diet quality and cognitive function in an urban sample: findings from the Healthy Aging in Neighborhoods of Diversity across the Life Span (HANDLS) study. Public Health Nutr 20:92–101. https://doi.org/10.1017/S1368980016001361
Al-Ibrahim AA, Jackson RT (2019) Healthy eating index versus alternate healthy index in relation to diabetes status and health markers in U.S. adults: NHANES 2007–2010. Nutr J 18:26. https://doi.org/10.1186/s12937-019-0450-6
Aigner A, Becher H, Jacobs S et al (2018) Low diet quality and the risk of stroke mortality: the multiethnic cohort study. Eur J Clin Nutr 72:1035–1045. https://doi.org/10.1038/s41430-018-0103-4
Saraiya V, Bradshaw P, Meyer K et al (2020) The association between diet quality and cancer incidence of the head and neck. Cancer Causes Control 31:193–202. https://doi.org/10.1007/s10552-019-01261-4
Tektonidis TG, Coe S, Esser P et al (2020) Diet quality in late midlife is associated with faster walking speed in later life in women, but not men: findings from a prospective British birth cohort. Br J Nutr 123:913–921. https://doi.org/10.1017/S0007114519003313
Matsunaga M, Lim E, Davis J et al (2021) Dietary quality associated with self-reported diabetes, osteoarthritis, and rheumatoid arthritis among younger and older us adults: a cross-sectional study using NHANES 2011–2016. Nutrients. https://doi.org/10.3390/nu13020545
Jun S, Cowan AE, Bhadra A et al (2020) Older adults with obesity have higher risks of some micronutrient inadequacies and lower overall dietary quality compared to peers with a healthy weight, National Health and Nutrition Examination Surveys (NHANES), 2011–2014. Public Health Nutr 23:2268–2279. https://doi.org/10.1017/S1368980020000257
Resciniti NV, Lohman MC, Wirth MD et al (2019) Dietary inflammatory index, pre-frailty and frailty among older US adults: evidence from the national health and nutrition examination survey, 2007–2014. J Nutr Health Aging 23:323–329. https://doi.org/10.1007/s12603-019-1164-3
Blodgett J, Theou O, Kirkland S et al (2015) Frailty in NHANES: comparing the frailty index and phenotype. Arch Gerontol Geriatr 60:464–470. https://doi.org/10.1016/j.archger.2015.01.016
Szeto B, Valentini C, Lalwani AK (2021) Low vitamin D status is associated with hearing loss in the elderly: a cross-sectional study. Am J Clin Nutr 113:456–466. https://doi.org/10.1093/ajcn/nqaa310
Ward RE, Orkaby AR, Chen J et al (2020) Association between diet quality and frailty prevalence in the physicians’ health study. J Am Geriatr Soc 68:770–776. https://doi.org/10.1111/jgs.16286
Lo YL, Hsieh YT, Hsu LL et al (2017) Dietary pattern associated with frailty: results from nutrition and health survey in Taiwan. J Am Geriatr Soc 65:2009–2015. https://doi.org/10.1111/jgs.14972
de Haas S, de Jonge E, Voortman T et al (2018) Dietary patterns and changes in frailty status: the Rotterdam study. Eur J Nutr 57:2365–2375. https://doi.org/10.1007/s00394-017-1509-9
Veronese N, Stubbs B, Noale M et al (2018) Adherence to a Mediterranean diet is associated with lower incidence of frailty: a longitudinal cohort study. Clin Nutr 37:1492–1497. https://doi.org/10.1016/j.clnu.2017.08.028
Struijk EA, Hagan KA, Fung TT et al (2020) Diet quality and risk of frailty among older women in the Nurses’ Health Study. Am J Clin Nutr 111:877–883. https://doi.org/10.1093/ajcn/nqaa028
Da SR, Bach-Faig A, Raido QB et al (2009) Worldwide variation of adherence to the Mediterranean diet, in 1961–1965 and 2000–2003. Public Health Nutr 12:1676–1684. https://doi.org/10.1017/S1368980009990541
Hengeveld LM, Wijnhoven H, Olthof MR et al (2019) Prospective associations of diet quality with incident frailty in older adults: the health, aging, and body composition study. J Am Geriatr Soc 67:1835–1842. https://doi.org/10.1111/jgs.16011
Gao J, Jia Y, Dai J, Fu H, Wang Y, Yan H, Zhu Y, Nie X (2019) Association of fruit and vegetable intake and frailty among Chinese elders: a cross-sectional study in three cities. J Nutr Health Aging 23:890–895. https://doi.org/10.1007/s12603-019-1236-4
Fung TT, Struijk EA, Rodriguez-Artalejo F et al (2020) Fruit and vegetable intake and risk of frailty in women 60 years old or older. Am J Clin Nutr 112:1540–1546. https://doi.org/10.1093/ajcn/nqaa256
Bonnefoy M, Berrut G, Lesourd B et al (2015) Frailty and nutrition: searching for evidence. J Nutr Health Aging 19:250–257. https://doi.org/10.1007/s12603-014-0568-3
Acknowledgements
We thank the public availability of NHANES data and thank all NHANES participants and staff for their valuable efforts.
Funding
This work was not specifically funded.
Author information
Authors and Affiliations
Contributions
YY, LZ and YMF contributed to the study design. LZ, YMF and YYZ preformed the data analysis. YMF wrote the manuscript. JQL and YML critically revised and edited the manuscript for important intellectual content. All authors reviewed and approved the final manuscript.
Corresponding authors
Ethics declarations
Conflicts of interest
We declare that we have no competing interests.
Ethical approval
The study was approved (or granted exemption) by the appropriate institutional and/or national research ethics committee.
Consent to participate
Not applicable.
Consent for publication
Not applicable.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Fan, Y., Zhang, Y., Li, J. et al. Association between Healthy Eating Index-2015 and physical frailty among the United States elderly adults: the National Health and Nutrition Examination Survey (NHANES) 2011–2014. Aging Clin Exp Res 33, 3245–3255 (2021). https://doi.org/10.1007/s40520-021-01874-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40520-021-01874-3