scispace - formally typeset
Search or ask a question
Journal ArticleDOI

Accumulation of deficits as a proxy measure of aging.

TL;DR: The formula for estimating an individual's life span given the frailty index value is presented and it is proposed that it may be used as a proxy measure of aging.
Abstract: This paper develops a method for appraising health status in elderly people. A frailty index was defined as the proportion of accumulated deficits (symptoms, signs, functional impairments, and laboratory abnormalities). It serves as an individual state variable, reflecting severity of illness and proximity to death. In a representative database of elderly Canadians we found that deficits accumulated at 3% per year, and show a gamma distribution, typical for systems with redundant components that can be used in case of failure of a given subsystem. Of note, the slope of the index is insensitive to the individual nature of the deficits, and serves as an important prognostic factor for life expectancy. The formula for estimating an individual's life span given the frailty index value is presented. For different patterns of cognitive impairments the average within-group index value increases with the severity of the cognitive impairment, and the relative variability of the index is significantly reduced. Finally, the statistical distribution of the frailty index sharply differs between well groups (gamma distribution) and morbid groups (normal distribution). This pattern reflects an increase in uncompensated deficits in impaired organisms, which would lead to illness of various etiologies, and ultimately to increased mortality. The accumulation of deficits is as an example of a macroscopic variable, i.e., one that reflects general properties of aging at the level of the whole organism rather than any given functional deficiency. In consequence, we propose that it may be used as a proxy measure of aging.

Content maybe subject to copyright    Report

Citations
More filters
Journal ArticleDOI
TL;DR: Developing more efficient methods to detect frailty and measure its severity in routine clinical practice would greatly inform the appropriate selection of elderly people for invasive procedures or drug treatments and would be the basis for a shift in the care of frail elderly people towards more appropriate goal-directed care.

5,456 citations

Journal ArticleDOI
TL;DR: A systematic process for creating a frailty index, which relates deficit accumulation to the individual risk of death, showed reproducible properties in the Yale Precipitating Events Project cohort study.
Abstract: Background Frailty can be measured in relation to the accumulation of deficits using a frailty index. A frailty index can be developed from most ageing databases. Our objective is to systematically describe a standard procedure for constructing a frailty index.

2,149 citations


Cites background or methods or result from "Accumulation of deficits as a proxy..."

  • ...67) [5,6,8]; and 4) Association of the mean value of the Frailty Index with mortality [4-6,8,10,25]....

    [...]

  • ...03 per year) [4-6]; 3) The presence of a sub-maximal, age-invariant limit to the Frailty Index (prior estimate is ~0....

    [...]

  • ...Although the idea and approach are relatively simple, the results yielded by the frailty index have been consistent between surveys evaluated by our group [4-7] and by others [8-11] even though not every frailty index considers the same deficits, or even the same number of deficits....

    [...]

  • ...the distribution, the slope and limit of deficit accumulation) of each Frailty Index were provided so that they maybe used, as in previous papers [4-11], to describe the overall frailty state of the group....

    [...]

  • ...The two calculated indexes, one from baseline and one at follow-up, were compared with previously published indexes, to see how well each fit the following characteristics: 1) The Frailty Index should have a skewed density distribution (histogram) that is well approximated by a gamma distribution [4,8,10] 2) The rate of deficit accumulation (prior estimate is 0....

    [...]

Journal ArticleDOI
TL;DR: Although based on a simple count, the frailty index shows several interesting properties, including a characteristic rate of accumulation, a submaximal limit, and characteristic changes with age in its distribution.
Abstract: This review article summarizes how frailty can be considered in relation to deficit accumulation. Recalling that frailty is an age-associated, nonspecific vulnerability, we consider symptoms, signs, diseases, and disabilities as deficits, which are combined in a frailty index. An individual's frailty index score reflects the proportion of potential deficits present in that person, and indicates the likelihood that frailty is present. Although based on a simple count, the frailty index shows several interesting properties, including a characteristic rate of accumulation, a submaximal limit, and characteristic changes with age in its distribution. The frailty index, as a state variable, is able to quantitatively summarize vulnerability. Future studies include the application of network analyses and stochastic analytical techniques to the evaluation of the frailty index and the description of other state variables in relation to frailty.

1,998 citations


Cites background from "Accumulation of deficits as a proxy..."

  • ...Instead, the frailty index can be considered as a state variable, in that it characterizes the whole health of individuals and validly classifies risk across a wide range of people (7,46)....

    [...]

Journal ArticleDOI
TL;DR: This article reviews the current state of knowledge regarding the epidemiology of frailty by focusing on 6 specific areas: clinical definitions of Frailty, evidence ofFrailty as a medical syndrome, prevalence and incidence by age, gender, race, and ethnicity, transitions between discrete frailty states, and natural history of manifestations of frailt criteria.

1,254 citations


Cites background from "Accumulation of deficits as a proxy..."

  • ...of deficits accumulated over time, termed frailty index (FI), including disability, diseases, physical and cognitive impairments, psychosocial risk factors, and geriatric syndromes (eg, falls, delirium, and urinary incontinence).(7) Compared with the Fried...

    [...]

Journal ArticleDOI
TL;DR: An overview of the global impact and burden of frailty, the usefulness of the frailty concept in clinical practice, potential targets for frailty prevention, and directions that need to be explored in the future are provided.

1,075 citations

References
More filters
Journal ArticleDOI

9,803 citations


"Accumulation of deficits as a proxy..." refers methods in this paper

  • ...) often used for the modeling of the system’s failure in the reliability theory applications and survival analysis[11-13]....

    [...]

Book
01 Jan 1966
TL;DR: This invention relates to prefabricated buildings and comprises a central unit having a peripheral section therearound to form a main residential part defined by an assembly of juxtaposed roofing and facing trusses.
Abstract: This invention relates to prefabricated buildings and comprises a central unit having a peripheral section therearound to form a main residential part. This peripheral part is defined by an assembly of juxtaposed roofing and facing trusses; the roofing trusses rest on said central unit and also on the facing trusses which themselves rest on a peripheral support wall. The facing trusses are of triangular section and have an inclined outer wall extending downwardly and beyond the said peripheral support wall.

4,656 citations


"Accumulation of deficits as a proxy..." refers background in this paper

  • ...Redundancy in relation to reliability and aging has been thoroughly discussed[12] and likely also reflects the earlier concept of the reliable system arising from nonreliable elements[16,17]....

    [...]

  • ...Our finding that the proportion of deficits influences life expectancy is consistent with vulnerability in any complex system arising due to loss of interconnectedness of the part[15-18]....

    [...]

Journal ArticleDOI
TL;DR: This book complements the other references well, and merits a place on the bookshelf of anyone concerned with the analysis of lifetime data from any Ž eld.
Abstract: (2003). The Statistical Analysis of Failure Time Data. Technometrics: Vol. 45, No. 3, pp. 265-266.

4,600 citations


"Accumulation of deficits as a proxy..." refers methods in this paper

  • ...) often used for the modeling of the system’s failure in the reliability theory applications and survival analysis[11-13]....

    [...]

Journal Article
TL;DR: The Modified Mini-Mental State (3MS) incorporates four added test items, more graded scoring, and some other minor changes to sample a broader variety of cognitive functions, cover a wider range of difficulty levels, and enhance the reliability and the validity of the scores.
Abstract: The Mini-Mental State (MMS) examination is a widely used screening test for dementia. The Modified Mini-Mental State (3MS) incorporates four added test items, more graded scoring, and some other minor changes. These modifications are designed to sample a broader variety of cognitive functions, cover a wider range of difficulty levels, and enhance the reliability and the validity of the scores. The 3MS retains the brevity, ease of administration, and objective scoring of the MMS but broadens the range of scores from 0-30 to 0-100. Greater sensitivities of the 3MS over the MMS are demonstrated with the pentagon item drawn by 249 patients. A summary form for administration and scoring that can generate both the MMS and the 3MS scores is provided so that the examiner can maintain continuity with existing data and can obtain a more informative assessment.

2,536 citations


"Accumulation of deficits as a proxy..." refers methods in this paper

  • ...The sample was representative of elderly Canadians, and was screened using a standard cognitive test[9]....

    [...]

Journal ArticleDOI
TL;DR: Calculations based on Swedish mortality data suggest that standard methods overestimate current life expectancy and potential gains in life expectancy from health and safety interventions, while underestimating rates of individual aging, past progress in reducing mortality, and mortality differentials between pairs of populations.
Abstract: Life table methods are developed for populations whose members differ in their endowment for longevity. Unlike standard methods, which ignore such heterogeneity, these methods use different calculations to construct cohort, period, and individual life tables. The results imply that standard methods overestimate current life expectancy and potential gains in life expectancy from health and safety interventions, while underestimating rates of individual aging, past progress in reducing mortality, and mortality differentials between pairs of populations. Calculations based on Swedish mortality data suggest that these errors may be important, especially in old age.

2,271 citations

Trending Questions (1)
How are accumulation deficits accounted for in the public sector?

The text does not provide information on how accumulation deficits are accounted for in the public sector.