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The rate of aging: the rate of deficit accumulation does not change over the adult life span
Abstract
People age at different rates. We have proposed that rates of aging can be quantified by the rate at which individuals accumulate health deficits. Earlier estimates, using cross-sectional analyses suggested that deficits accumulated exponentially, at an annual rate of 3.5%. Here, we estimate the rate of deficit accumulation using longitudinal data from the Canadian National Population Health Survey. By analyzing age-specific trajectories of deficit accumulation in people aged 20 years and over (n = 13,668) followed biannually for 16 years, we found that the longitudinal average annual rate of deficit accumulation was 4.5% (±0.75%). This estimate was notably stable during the adult life span. The corresponding average doubling time in the number of deficits was 15.4 (95% CI 14.82-16.03) years, roughly 30% less than we had reported from the cross-sectional analysis. Earlier work also established that the average number of deficits accumulated by individuals (N), equals the product of the intensity of environmental stresses (λ) causing damage to the organism, by the average recovery time (W). At the individual level, changes in deficit accumulation can be attributed to both changes in environmental stresses and changes in recovery time. By contrast, at the population level, changes in the number of deficits are proportional to the changes in recovery time. In consequence, we propose here that the average recovery time, W doubles approximately every 15.4 years, independently of a…
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Aging is manifested as a progressive functional decline leading to exponentially increasing prevalence and incidence of chronic age-related diseases and disease-specific mortality.
“Aging is manifested as a progressive functional decline leading to exponentially increasing prevalence1,2 and incidence of chronic age-related diseases (e.g., cancers, diabetes, cardiovascular diseases, etc.3–5) and disease-specific mortality6.”
From Longitudinal Analysis of Blood Markers Reveals Progressive Loss of Resilience and Predicts Human Lifespan Limit (2021) · cites this paper as [1]
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Cites
Gurtner, G. C., Werner, S., Barrandon, Y., & Longaker, M. T. (2008) · Nature · doi:10.1038/nature07039 · Cited by 6,542
Gompertz, B. (1825) · Philosophical Transactions of the Royal Society of London · doi:10.1098/rstl.1825.0026 · Cited by 3,816
Accumulation of Deficits as a Proxy Measure of Aging
Mitnitski, A. B., Mogilner, A. J., & Rockwood, K. (2001) · The Scientific World JOURNAL · doi:10.1100/tsw.2001.58 · Cited by 2,893 · cited 1×
“Health deficits in this account of aging are broadly defined, and include biological and clinical characteristics, commonly found in most clinical and epidemiological databases (Mitnitski et al. 2001; Rockwood and Mitnitski 2007) and even in laboratory test records (Howlett et al. 2014).”
BackgroundSelf-citationThe role of DNA damage and repair in aging through the prism of Koch-like criteria
Moskalev, A. A., Shaposhnikov, M. V., Plyusnina, E. N., Zhavoronkov, A., Budovsky, A., Yanai, H., & Fraifeld, V. E. (2013) · Ageing Research Reviews · doi:10.1016/j.arr.2012.02.001 · Cited by 387
Stochastic model for analysis of longitudinal data on aging and mortality
Yashin, A. I., Arbeev, K. G., Akushevich, I., Kulminski, A., Akushevich, L., & Ukraintseva, S. V. (2007) · Mathematical Biosciences · doi:10.1016/j.mbs.2006.11.006 · Cited by 82
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Research works printed but not linked: 39
- Akushevich I, Kravchenko J, Ukraintseva S, Arbeev K, Yashin AI (2013) Recovery and survival from aging-associated diseases. Exp Gerontol 48:824–830 · DOI
- Armstrong JJ, Mitnitski A, Launer LJ, White LR, Rockwood K (2014) Frailty in the Honolulu–Asia aging study: deficit accumulation in a male cohort followed to 90% mortality. J Gerontol A Biol Sci Med Sci 70:125–131 · DOI
- Bennett S, Song X, Mitnitski A, Rockwood K (2013) A limit to frailty in very old, community-dwelling people: a secondary analysis of the Chinese longitudinal health and longevity study. Age Ageing 42:372–377 · DOI
- Clegg A, Young J, Iliffe S, Rikkert MO, Rockwood K (2013) Frailty in elderly people. Lancet 381:752–762 · DOI · Paper page
- Dent E, Chapman I, Howell S, Piantadosi C, Visvanathan R (2014) Frailty and functional decline indices predict poor outcomes in hospitalised older people. Age Ageing 43:477–484 · DOI
- Evans S, Sayers M, Mitnitski A, Rockwood K (2014) The risk of adverse outcomes in hospitalized older patients in relation to a frailty index based on a comprehensive geriatric assessment. Age Ageing 43:127–132 · DOI · Paper page
- Feridooni HA, Sun MH, Rockwood K, Howlett SE (2015) Reliability of a frailty index based on the clinical assessment of health deficits in male C57BL/6J Mice. J Gerontol A Biol Sci Med Sci 70:686–693 · DOI
- Fontana L, Kennedy BK, Longo VD, Seals D, Melov S (2014) Medical research: treat ageing. Nature 511:405–407 · DOI
- García-González JJ, García-Peña C, Franco-Marina F, Gutiérrez-Robledo LM (2009) A frailty index to predict the mortality risk in a population of senior Mexican adults. BMC Geriatr 9:47 · DOI
- GBD 2013 Mortality and Causes of Death Collaborators (2014) Global, regional, and national age–sex specific all-cause and cause-specific mortality for 240 causes of death, 1990–2013: a systematic analysis for the global burden of disease study 2013. Lancet 385(9963):117–171
- Gould L, Abadir P, Brem H, Carter M, Conner-Kerr T, Davidson J, et al. (2015) Chronic wound repair and healing in older adults: current status and future research. J Am Geriatr Soc [Epub ahead of print] · DOI
- Gu D, Dupre ME, Sautter J, Zhu H, Liu Y, Yi Z (2009) Frailty and mortality among Chinese at advanced ages. J Gerontol B Psychol Sci Soc Sci 64:279–289 · DOI
- Harttgen K, Kowal P, Strulik H, Chatterji S, Vollmer S (2013) Patterns of frailty in older adults: comparing results from higher and lower income countries using the Survey of Health, Ageing and Retirement in Europe (SHARE) and the Study on Global AGEing and Adult Health (SAGE). PLoS One 8:e75847 · DOI
- Howlett SE, Rockwood K (2013) New horizons in frailty: ageing and the deficit scaling problem. Age Ageing 42:416–423 · DOI
- Howlett SE, Rockwood MR, Mitnitski A, Rockwood K (2014) Standard laboratory tests to identify older adults at increased risk of death. BMC Med 12:171 · DOI
- Kane AE, Hilmer SN, Boyer D, Gavin K, Nines D, Howlett SE, de Cabo R, Mitchell SJ (2015) Impact of longevity interventions on a validated mouse clinical frailty index. J Gerontol A Biol Sci Med Sci. doi: 10.1093/gerona/glu315 · DOI
- Kirkwood TB (2015) Deciphering death: a commentary on Gompertz (1825) ‘On the nature of the function expressive of the law of human mortality, and on a new mode of determining the value of life contingencies’. Philos Trans R Soc Lond B Biol Sci 370(1666):20140379 · DOI
- Kulminski A, Ukraintseva SV, Akushevich I, Arbeev KG, Land K, Yashin AI (2007) Accelerated accumulation of health deficits as a characteristic of aging. Exp Gerontol 42:963–970 · DOI
- Milne EMG (2008) The natural distribution of survival. J Theor Biol 255:233–236
- Mitnitski A, Rockwood K (2015) Aging as a process of deficit accumulation: its utility and origin. Interdiscip Top Gerontol 40:85–98 · DOI · Paper page
- Mitnitski A, Song X, Skoog I, Broe GA, Cox JL, Grunfeld E, Rockwood K (2005) Relative fitness and frailty of elderly men and women in developed countries and their relationship with mortality. J Am Geriatr Soc 53:2184–2189 · DOI · Paper page
- Mitnitski A, Song X, Rockwood K (2012) Trajectories of changes over twelve years in the health status of Canadians from late middle age. Exp Gerontol 47:893–899 · DOI
- Mitnitski A, Song X, Rockwood K (2013) Assessing biological aging: the origin of deficit accumulation. Biogerontology 14:709–717 · DOI · Paper page
- Mitnitski AB, Taneja S, Rutenber A, Rockwood K (2014) The origin of biological age: statistical mechanics of deficit accumulation. Gerontologist 54(suppl 2):164
- Mitnitski A, Collerton J, Martin-Ruiz, Jagger C, von Zglinicki T, Rockwood K, Kirkwood TBL (2015) Age-related frailty and its association with biological markers of intrinsic ageing (under review) · DOI
- Parks RJ, Fares E, Macdonald JK, Ernst MC, Sinal CJ, Rockwood K, Howlett SE (2012) A procedure for creating a frailty index based on deficit accumulation in aging mice. J Gerontol A Biol Sci Med Sci 67:217–227 · DOI
- Rockwood K, Mitnitski A (2006) Limits to deficit accumulation in elderly people. Mech Ageing Dev 127:494–496 · DOI
- Rockwood K, Mitnitski A (2007) Frailty in relation to the accumulation of deficits. J Gerontol A Biol Sci Med Sci 62:722–727 · DOI · Paper page
- Rockwood K, Mitnitski A, Song X (2011) Changes in relative fitness and frailty across the adult lifespan: evidence from the Canadian National Population Health Survey. CMAJ 59:814–821
- Shi J, Song X, Yu P, Tang Z, Mitnitski A, Fang X, Rockwood K (2011) Analysis of frailty and survival from late middle age in the Beijing longitudinal study of aging. BMC Geriatr 11:17 · DOI
- Singh MP, Tambay JL, Krawchuk S (1994) The National Population Health Survey: design and issues. In: Proceedings of the Survey Research Methods Section, American Statistical Association pp 803–808. Available: www.amstat.org/sections/srms/proceedings/papers/1994_138.pdf . Accessed 15 Mar 2015
- Taneja S, Rutenberg A, Mitnitski A, Rockwood K (2014) A dynamical network model for frailty-induced mortality. Bull Am Phys Soc 59:1
- Theou O, Brothers TD, Peña FG, Mitnitski A, Rockwood K (2014) Identifying common characteristics of frailty across seven scales. J Am Geriatr Soc 62:901–906 · DOI · Paper page
- Wang E (2007) MicroRNA, the putative molecular control for mid-life decline. Ageing Res Rev 6:1–11 · DOI
- Whitehead JC, Hildebrand BA, Sun M, Rockwood MR, Rose RA, Rockwood K, Howlett SE (2014) A clinical frailty index in aging mice: comparisons with frailty index data in humans. J Gerontol A Biol Sci Med Sci 69:621–632 · DOI
- Woo J, Goggins W, Sham A, Ho SC (2006) Public health significance of the frailty index. Disabil Rehabil 28:515–521 · DOI
- Yanai H, Budovsky A, Tacutu R, Fraifeld VE (2011) Is rate of skin wound healing associated with aging or longevity phenotype? Biogerontology 12:591–597 · DOI · Paper page
- Yanai H, Toren D, Vierlinger V, Hofner M, Nöhammer C, Chilosi M, Budovsky A, Fraifeld VE (2015) Wound healing and longevity: lessons from long-lived αMUPA mice. Aging (Albany NY) 7:167–176 · DOI
- Yashin AI, Arbeev KG, Akushevich I, Kulminski A, Ukraintseva SV, Stallard E, Land KC (2012) The quadratic hazard model for analyzing longitudinal data on aging, health, and the life span. Phys Life Rev 9:177–188 · DOI
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Metadata
- Authors
- Mitnitski, A., & Rockwood, K.
- Venue
- Biogerontology
- Published
- 2015-05-14
- Volume
- 17
- Issue
- 1
- Pages
- 199-204
- ISSN
- 1389-5729
- 1573-6768
- Cited by
- 140
- References
- 5
- Language
- en
- Licence
- www.springer.com/tdm (tdm)
- Funders
- Canadian Institutes of Health Rsearch (MOP24388)
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