Abstract
Insulin signalling declines with increasing age and impacts skeletal muscle function and longevity in animal models. Our aim was to assess the relationships between insulin resistance (IR) and frailty and mortality in a unique community-dwelling cohort of older people. 991 non-diabetic subjects from the Toledo Study of Healthy Ageing (TSHA) cohort were included. IR was estimated by the homeostasis model assessment index (HOMA-IR) at baseline while frailty was determined by frailty phenotype (FP) and Frailty Trait Scale (FTS) at baseline and after 5-year follow-up. Deaths were also determined. Multivariate regression models were used to analyze the effects of HOMA-IR on outcomes. Age, gender, BMI, education level, cardio- and cerebro-vascular disease, glomerular filtration rate, and disability were included as potential confounding variables in progressive adjustment models. IR determined as increasing log HOMA-IR was inversely associated with risk of mortality. The association remained significant for all adjustment models (HR: 0.64–0.69). When we analyzed survival curves, the higher the HOMA-IR tertile, the lower the mortality rate (highest vs lowest tertile, p = 0.0082). In contrast, IR increased the risk of incident frailty determined by FP (OR 1.81 [1.14–2.87]) as well as deterioration of frailty status determined by worsening in FTS score (OR 1.28 [1.01–1.63]) at 5-year follow-up. In non-diabetic older subjects, IR significantly increases the risk for frailty and functional decline but decreased the risk of death at 5-year follow-up. This finding raises the need of assessing the effect of biomarkers on different outcomes before establishing their role as biomarkers of aging.
Similar content being viewed by others
Data availability
Not applicable.
Code availability
Not applicable.
References
Hayflick L. Biological aging is no longer an unsolved problem. Ann N Y Acad Sci. 2007;1100:1–13. https://doi.org/10.1196/annals.1395.001.
Partridge L, Deelen J, Slagboom PE. Facing up to the global challenges of aging. Nature. 2018;561:45–56. https://doi.org/10.1038/s41586-018-0457-8.
Rodriguez-Mañas L, Rodríguez-Artalejo F, Sinclair AJ. The third transition: the clinical evolution oriented to the contemporary older patient. J Am Med Dir Assoc. 2017;18:8–9. https://doi.org/10.1016/j.jamda.2016.10.005.
Angulo J, El Assar M, Rodríguez-Mañas L. Frailty and sarcopenia as the basis for the phenotypic manifestation of chronic diseases in older adults. Mol Aspects Med. 2016;50:1–32. https://doi.org/10.1016/j.mam.2016.06.001.
Sharples AP, Hughes DC, Deane CS, Saini A, Selman C, Stewart CE. Longevity and skeletal muscle mass: the role of IGF signalling, the sirtuins, dietary restriction and protein intake. Aging Cell. 2015;14:511–23. https://doi.org/10.1111/acel.12342.
El Assar M, Laosa O, Rodríguez ML. Diabetes and frailty. Curr Opin Clin Nutr Metab Care. 2019;22:52–7. https://doi.org/10.1097/MCO.0000000000000535.
El Assar M, Angulo J, Carnicero JA, et al. Frailty is associated with lower expression of genes involved in cellular response to stress: results from the Toledo Study for Healthy Aging. J Am Med Dir Assoc. 2017;18(734):e1-7. https://doi.org/10.1016/j.jamda.2017.04.019.
El Assar M, Angulo J, Rodríguez-Mañas L. Frailty as a phenotypic manifestation of underlying oxidative stress. Free Radic Biol Med. 2020;149:72–7. https://doi.org/10.1016/j.freeradbiomed.2019.08.011.
Barzilay JI, Cotsonis GA, Walston J, et al. Insulin resistance is associated with decreased quadriceps muscle strength in nondiabetic adults aged > or = 70 years. Diabetes Care. 2009;32:736–8. https://doi.org/10.2337/dc08-1781.
Kuo CK, Lin LY, Yu YH, Wu KH, Kuo HK. Inverse association between insulin resistance and gait speed in nondiabetic older men: results from the U.S. National Health and Nutrition Examination Survey (NHANES), 1999–2002. BMC Geriatr. 2009;9:49. https://doi.org/10.1186/1471-2318-9-49.
Gatineau E, Savary-Auzeloux I, Migné C, Polakof S, Dardevet D, Mosoni L. Chronic intake of sucrose accelerates sarcopenia in older male rats through alterations in insulin sensitivity and muscle protein synthesis. J Nutr. 2015;145:923–30. https://doi.org/10.3945/jn.114.205583.
Alemán-Mateo H, López Teros MT, Ramírez FA, Astiazarán-García H. Association between insulin resistance and low relative appendicular skeletal muscle mass: evidence from a cohort study in community-dwelling older men and women participants. J Gerontol A Biol Sci Med Sci. 2014;69:871–7. https://doi.org/10.1093/gerona/glt193.
Lee SW, Youm Y, Lee WJ, et al. Appendicular skeletal muscle mass and insulin resistance in an elderly Korean population: the Korean social life, health and agin httpsg project-health examination cohort. Diabetes Metab J. 2015;39:37–45. https://doi.org/10.4093/dmj.2015.39.1.37.
Peng PS, Kao TW, Chang PK, Chen WL, Peng PJ, Wu LW. Association between HOMA-IR and frailty among U.S. middle-aged and elderly population. Sci Rep. 2019;9:4238. https://doi.org/10.1038/s41598-019-40902-1.
Pérez-Tasigchana RF, León-Muñoz LM, López-García E, et al. Metabolic syndrome and insulin resistance are associated with frailty in older adults: a prospective cohort study. Age Ageing. 2017;46:807–12. https://doi.org/10.1093/ageing/afx023.
Kane AE, Gregson E, Theou O, Rockwood K, Howlett SE. The association between frailty, the metabolic syndrome, and mortality over the lifespan. Geroscience. 2017;39:221–9. https://doi.org/10.1007/s11357-017-9967-9.
Johnson SC, Rabinovitch PS, Kaeberlein M. mTOR is a key modulator of ageing and age-related disease. Nature. 2013;493:338–45. https://doi.org/10.1038/nature11861.
DiLoreto R, Murphy CT. The cell biology of aging. Mol Biol Cell. 2015;26:4524–31. https://doi.org/10.1091/mbc.E14-06-1084.
de Boer IH, Katz R, Chonchol MB, et al. Insulin resistance, cystatin C, and mortality among older adults. Diabetes Care. 2012;35:1355–60. https://doi.org/10.2337/dc11-1657.
Zuliani G, Morieri ML, Volpato S, et al. Insulin resistance and systemic inflammatioin, but not metabolic syndrome phenotype, predict 9 years mortality in older adults. Atherosclerosis. 2014;235:538–45. https://doi.org/10.1016/j.atherosclerosis.2014.05.959.
Welsh P, Preiss D, Lloyd SM, et al. Contrasting associations of insulin resistance with diabetes, cardiovascular disease and all-cause mortality in the elderly: PROSPER long-term follow-up. Diabetologia. 2014;57:2513–20. https://doi.org/10.1007/s00125-014-3383-9.
Nanayakkara N, Curtis AJ, Heritier S, et al. Impact of age at type 2 diabetes mellitus diagnosis on mortality and vascular complications: systematic review and meta-analyses. Diabetologia. 2021;64:275–87. https://doi.org/10.1007/s00125-020-05319-w.
García-García FJ, GutierrezAvila G, Alfaro Acha A, et al. The prevalence of frailty syndrome in an older population from Spain. The Toledo Study for Healthy Aging. J Nutr Health Aging. 2011;15:852–6. https://doi.org/10.1007/s12603-011-0075-8.
Matthews DR, Hosker JP, Rudenski AS, Naylor BA, Treacher DF, Turner RC. Homeostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia. 1985;28:412–9. https://doi.org/10.1007/BF00280883.
Kidney Disease: Improving Global Outcomes – KDIGO. Chapter 1: Definition and classification of CKD. Kidney Int Suppl. 2013;3:19–62. https://doi.org/10.1038/kisup.2012.64.
So WY, Yang X, Ma RCW, et al. Risk factors in V-shaped risk associations with all cause mortality in type 2 diabetes - The Hong Kong Diabetes Registry. Diabetes Metab Res Rev. 2008;24:238–46. https://doi.org/10.1002/dmrr.792.
Afzal S, Tybjaerg-Hansen A, Jensen GB, Nordestgaard BG. Change in body mass index associated with lowest mortality in Denmark, 1976–2013. JAMA. 2016;315:1989–96. https://doi.org/10.1001/jama.2016.4666.
Fried LP, Tangen CM, Walston J, et al. Frailty in older adults: evidence for a phenotype. J Gerontol A Biol Sci Med Sci. 2001;56:M146–56. https://doi.org/10.1093/gerona/56.3.m146.
Alonso-Bouzón C, Carnicero JA, Turín JG, García-García FJ, Esteban A, Rodríguez-Mañas L. The standardization of frailty phenotype criteria improves its predictive ability: the Toledo Study for Healthy Aging. J Am Med Dir Assoc. 2017;18:402–8. https://doi.org/10.1016/j.jamda.2016.11.003.
García-García FJ, Carcaillon L, Fernandez-Tresguerres J, et al. A new operational definition of frailty: the Frailty Trait Scale. J Am Med Dir Assoc. 2014;15(371):e7-13. https://doi.org/10.1016/j.jamda.2014.01.004.
Katz S, Ford AB, Moskowitz RW, Jackson BA, Jaffe MW. Studies of illness in the aged. The index of ADL: a standardized measure of biological and psychosocial function. JAMA. 1963;185:914–9. https://doi.org/10.1001/jama.1963.03060120024016.
Rosado-Artalejo C, Carnicero JA, Losa-Reyna J, et al. Cognitive performance across 3 frailty phenotypes: Toledo Study for Healthy Aging. J Am Med Dir Assoc. 2017;18:785–90. https://doi.org/10.1016/j.jamda.2017.04.008.
Sanchez-Sanchez JL, Izquierdo M, Carnicero-Carreño JA, García-García FJ, Rodríguez-Mañas L. Physical activity trajectories, mortality, hospitalization, and disability in the Toledo Study of Healthy Aging. J Cachexia Sarcopenia Muscle. 2020;11:1007–17. https://doi.org/10.1002/jcsm.12566.
Gayoso-Diz P, Otero-González A, Rodriguez-Alvarez MX, et al. Insulin resistance (HOMA-IR) cut-off values and the metabolic syndrome in a general adult population: effect of gender and age: EPIRCE cross-sectional study. BMC Endocr Disord. 2013;13:47. https://doi.org/10.1186/1472-6823-13-47.
Ávila-Funes JA, Helmer C, Amieva H, et al. Frailty among community-dwelling elderly people in France: The Three-City Study. J Gerontol A Biol Sci Med Sci. 2008;63:1089–96. https://doi.org/10.1093/gerona/63.10.1089.
Cesari M, Leeuwenburgh C, Lauretani F, et al. Frailty syndrome and skeletal muscle: results from the Invecchiare in Chianti study. Am J Clin Nutr. 2006;83:1142–8. https://doi.org/10.1093/ajcn/83.5.1142.
LaPlante MP. The classic measure of disability in activities of daily living is biased by age but an expanded IADL/ADL measure is not. J Gerontol B Psychol Sci Soc Sci. 2010;65:720–32. https://doi.org/10.1093/geronb/gbp129.
Ausk KJ, Boyko EJ, Ioannou GN. Insulin Resistance Predicts Mortality in Nondiabetic Individuals in the U.S. Diabetes Care. 2010;33:1179–85. https://doi.org/10.2337/dc09-2110.
Kim KS, Lee YM, Lee IK, Kim DJ, Jacobs DR Jr, Lee DH. Paradoxical associations of insulin resistance with total and cardiovascular mortality in humans. J Gerontol A Biol Sci Med Sci. 2015;70:847–53. https://doi.org/10.1093/gerona/glu194.
Guallar-Castillón P, Balboa-Castillo T, López-García E, et al. BMI, waist circumference, and mortality according to health status in the older adult population of Spain. Obesity. 2009;17:2232–8. https://doi.org/10.1038/oby.2009.115.
Castro-Rodríguez M, Carnicero JA, Garcia-Garcia FJ, et al. Frailty as a major factor in the increased risk of death and disability in older people with diabetes. J Am Med Dir Assoc. 2016;17:949–55. https://doi.org/10.1016/j.jamda.2016.07.013.
Hoogendijk EO, Huisman M, van Ballegooijen AJ. The role of frailty in explaining the association between the metabolic syndrome and mortality in older adults. Exp Gerontol. 2017;91:5–8. https://doi.org/10.1016/j.exger.2017.02.007.
Wijsman CA, Rozing MP, Streefland TCM, et al. Familial longevity is marked by enhanced insulin sensitivity. Aging Cell. 2011;10:114–21. https://doi.org/10.1111/j.1474-9726.2010.00650.x.
Barzilai N, Ferruci L. Insulin resistance and aging: a cause or a protective response? J Gerontol A Biol Sci Med Sci. 2012;67:1329–31. https://doi.org/10.1093/gerona/gls145.
Hoehn KL, Salmon AB, Hohnen-Behrens C, et al. Insulin resistance is a cellular antioxidant defense mechanism. Proc Natl Acad Sci USA. 2009;106:17787–92. https://doi.org/10.1073/pnas.0902380106.
Nissen SF, Wolski K. Rosiglitazone revisited. An updated meta-analysis of risk for myocardial infarction and cardiovascular mortality. Arch Intern Med. 2010;170:1191–201. https://doi.org/10.1001/archinternmed.2010.207.
El Assar M, Ruiz de Adana JC, Angulo J, Pindado Martínez ML, Hernández Matías A, Rodríguez-Mañas L. Preserved endothelial function in human obesity in the absence of insulin resistance. J Transl Med. 2013;11:263. https://doi.org/10.1186/1479-5876-11-263.
Inglés M, Gambini J, Carnicero JA, et al. Oxidative stress is related to frailty, not to age or sex, in a geriatric population: lipid and protein oxidation as biomarkers of frailty. J Am Geriatr Soc. 2014;62:1324–8. https://doi.org/10.1111/jgs.12876.
García-Esquinas E, García-García FJ, León-Muñoz LM, et al. Obesity, fat distribution, and risk of frailty in two population-based cohorts of older adults in Spain. Obesity (Silver Spring). 2015;23:847–55. https://doi.org/10.1002/oby.21013.
Levine ME, Crimmins EM. The Impact of Insulin Resistance and Inflammation on the Association Between Sarcopenic Obesity and Physical Functioning. Obesity (Silver Spring). 2012;20:2101–6. https://doi.org/10.1038/oby.2012.20.
Lee CG, Boyko EJ, Strotmeyer ES, et al. Osteoporotic Fractures in Men Study Research Group. Association between insulin resistance and lean mass loss and fat mass gain in older men without diabetes mellitus. J Am Geriatr Soc. 2011;59:1217–24. https://doi.org/10.1111/j.1532-5415.2011.03472.x.
García-García FJ, Carnicero JA, Losa-Reyna J, et al. Frailty trait scale-short form: a frailty instrument for clinical practice. J Am Med Dir Assoc. 2020;21(1260–6):e2. https://doi.org/10.1016/j.jamda.2019.12.008.
Pan H, Finkel T. Key proteins and pathways that regulate lifespan. J Biol Chem. 2017;292:6452–60. https://doi.org/10.1074/jbc.R116.771915.
Hoogendijk EO, Afilalo J, Ensrud KE, Kowal P, Onder G, Fried LP. Frailty: implications for clinical practice and public health. Lancet. 2019;394:1365–75. https://doi.org/10.1016/S0140-6736(19)31786-6.
Lann D, LeRoith D. Insulin resistance as the underlying cause for the metabolic syndrome. Med Clin North Am. 2007;91:1063–77. https://doi.org/10.1016/j.mcna.2007.06.012.
Antuna-Puente B, Disse E, Rabasa-Lhoret R, Laville M, Capeau J, Bastard JP. How can we measure insulin sensitivity/resistance? Diabetes Metab. 2011;37:179–88. https://doi.org/10.1016/j.diabet.2011.01.002.
Wallace T, Levy JC, Matthews DR. Use and abuse of HOMA modeling. Diabetes Care. 2004;27:1487–95. https://doi.org/10.2337/diacare.27.6.1487.
Acknowledgements
We appreciate the altruistic contribution of the participants from the Toledo Study for Healthy Aging cohort.
Funding
This work has received funding from the European Union’s Seventh Framework Programme (FP7/2007–2013) under grant agreement number 305483 and was supported by grants from the Ministry of Economy and Competitiveness and co-financed by FEDER funds (Instituto de Salud Carlos III, PI20/00977 and CIBERFES (CB16/10/00464), Spanish Government.
Author information
Authors and Affiliations
Contributions
LRM, JA, JAC, MEA, FRA and AJS participated in conceptualization and design of the study; LRM, JA, JAC, MEA, FRA and AJS performed data acquisition analysis and interpretation; LRM, JA, JAC, MEA, and AJS wrote the original draft of the manuscript; all authors reviewed, edited, and approved the final version of the manuscript.
Corresponding author
Ethics declarations
Ethics approval and consent to participate
The study protocols were approved by the Clinical Research Ethics Committee of the Complejo Hospitalario de Toledo (Toledo Study for Healthy Aging cohort). All participants gave written informed consent to participate.
Conflict of interest
The authors declare no competing interests.
Additional information
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
About this article
Cite this article
Rodríguez-Mañas, L., Angulo, J., Carnicero, J.A. et al. Dual effects of insulin resistance on mortality and function in non-diabetic older adults: findings from the Toledo Study of Healthy Aging. GeroScience 44, 1095–1108 (2022). https://doi.org/10.1007/s11357-021-00384-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11357-021-00384-4