Operationalization of a frailty index among older adults in the InCHIANTI study: predictive ability for all-cause and cardiovascular disease mortality

被引:21
|
作者
Hoogendijk, Emiel O. [1 ]
Stenholm, Sari [2 ,3 ,4 ]
Ferrucci, Luigi [5 ]
Bandinelli, Stefania [6 ]
Inzitari, Marco [7 ,8 ,9 ]
Cesari, Matteo [10 ,11 ]
机构
[1] Amsterdam UMC Locat VU Univ Med Ctr, Amsterdam Publ Hlth Res Inst, Dept Epidemiol & Biostat, Amsterdam, Netherlands
[2] Univ Turku, Dept Publ Hlth, Turku, Finland
[3] Turku Univ Hosp, Turku, Finland
[4] Univ Turku, Ctr Populat Hlth Res, Turku, Finland
[5] NIA, Baltimore, MD 21224 USA
[6] Azienda Sanit Firenze, Geriatr Unit, Florence, Italy
[7] Vall DHebron Inst Res, REFiT Res Grp, Barcelona, Spain
[8] Parc Sanitari Pere Virgil, Barcelona, Spain
[9] Univ Autonoma Barcelona, Dept Med, Bellaterra, Spain
[10] Fdn IRCCS Ca Granda Osped Maggiore Policlin, Geriatr Unit, Milan, Italy
[11] Univ Milan, Dept Clin Sci & Community Hlth, Milan, Italy
关键词
Frail elderly; Frailty index; Deficit accumulation; Risk prediction; Geriatrics; DEFICIT ACCUMULATION; CLINICAL-PRACTICE; HEALTH; INVECCHIARE; VALIDATION; TRAJECTORIES; ASSOCIATION; PHENOTYPE; OUTCOMES; SCALES;
D O I
10.1007/s40520-020-01478-3
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Background The frailty index (FI) is a sensitive instrument to measure the degree of frailty in older adults, and is increasingly used in cohort studies on aging. Aims To operationalize an FI among older adults in the "Invecchiare in Chianti" (InCHIANTI) study, and to validate its predictive capacity for mortality. Methods Longitudinal data were used from 1129 InCHIANTI participants aged >= 65 years. A 42-item FI was operationalized following a standard procedure using baseline data (1998/2000). Associations of the FI with 3- and 6-year all-cause and cardiovascular disease (CVD) mortality were studied using Cox regression. Predictive accuracy was estimated by the area under the ROC curve (AUC), for a continuous FI score and for different cut-points. Results The median FI was 0.13 (IQR 0.08-0.21). Scores were higher in women, and at advanced age. The FI was associated with 3- and 6-year all-cause and CVD mortality (HR range per 0.01 FI increase = 1.03-1.07, all p < 0.001). The continuous FI score predicted the mortality outcomes with moderate-to-good accuracy (AUC range 0.72-0.83). When applying FI cut-offs between 0.15 and 0.35, the accuracy of this FI for predicting mortality was moderate (AUC range 0.61-0.76). Overall, the predictive accuracy of the FI was higher in women than in men. Conclusions The FI operationalized in the InCHIANTI study is a good instrument to grade the risk of all-cause mortality and CVD mortality. More measurement properties, such as the responsiveness of this FI when used as outcome measure, should be investigated in future research.
引用
收藏
页码:1025 / 1034
页数:10
相关论文
共 50 条
  • [1] Operationalization of a frailty index among older adults in the InCHIANTI study: predictive ability for all-cause and cardiovascular disease mortality
    Emiel O. Hoogendijk
    Sari Stenholm
    Luigi Ferrucci
    Stefania Bandinelli
    Marco Inzitari
    Matteo Cesari
    [J]. Aging Clinical and Experimental Research, 2020, 32 : 1025 - 1034
  • [2] Predictive ability of both the healthy aging index and the frailty index for all-cause mortality
    Diaz-Toro, Felipe
    Nazar, Gabriela
    Araya, Alejandra-Ximena
    Petermann-Rocha, Fanny
    [J]. GEROSCIENCE, 2024, 46 (3) : 3471 - 3479
  • [3] Predictive ability of both the healthy aging index and the frailty index for all-cause mortality
    Diaz-Toro, Felipe
    Nazar, Gabriela
    Araya, Alejandra-Ximena
    Petermann-Rocha, Fanny
    [J]. GEROSCIENCE, 2024, 46 (03) : 3471 - 3479
  • [4] Predictive ability of both the healthy aging index and the frailty index for all-cause mortality
    Felipe Diaz-Toro
    Gabriela Nazar
    Alejandra-Ximena Araya
    Fanny Petermann-Rocha
    [J]. GeroScience, 2024, 46 : 3471 - 3479
  • [5] Body Mass Index and All-Cause Mortality Among Older Adults
    Cheng, Feon W.
    Gao, Xiang
    Mitchell, Diane C.
    Wood, Craig
    Still, Christopher D.
    Rolston, David
    Jensen, Gordon L.
    [J]. OBESITY, 2016, 24 (10) : 2232 - 2239
  • [6] Frailty and All-Cause Mortality in Older Adults: A Risk Assessment
    Kawada, Tomoyuki
    [J]. JOURNAL OF THE AMERICAN MEDICAL DIRECTORS ASSOCIATION, 2021, 22 (08) : 1774 - 1774
  • [7] Weight training and risk of all-cause, cardiovascular disease and cancer mortality among older adults
    Shailendra, Prathiyankara
    Baldock, Katherine L.
    Li, Lok Sze Katrina
    Gorzelitz, Jessica
    Matthews, Charles E.
    Trabert, Britton
    Bennie, Jason A.
    Boyle, Terry
    [J]. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2024, 53 (03)
  • [8] Relationship of body mass index with frailty and all-cause mortality among middle-aged and older adults
    Jayanama, Kulapong
    Theou, Olga
    Godin, Judith
    Mayo, Andrea
    Cahill, Leah
    Rockwood, Kenneth
    [J]. BMC MEDICINE, 2022, 20 (01)
  • [9] Relationship of body mass index with frailty and all-cause mortality among middle-aged and older adults
    Kulapong Jayanama
    Olga Theou
    Judith Godin
    Andrea Mayo
    Leah Cahill
    Kenneth Rockwood
    [J]. BMC Medicine, 20
  • [10] Operationalization of Frailty Using Eight Commonly Used Scales and Comparison of Their Ability to Predict All-Cause Mortality
    Theou, Olga
    Brothers, Thomas D.
    Mitnitski, Arnold
    Rockwood, Kenneth
    [J]. JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2013, 61 (09) : 1537 - 1551