| Literature DB >> 32299182 |
Hee-Won Jung1, Sunyoung Kim2, Chang Won Won3.
Abstract
BACKGROUND/AIMS: We aimed to assess validity of the Korean Frailty Index (KFI) and the modified KFI (mKFI) in nationwide Korean population as screening measures for frailty status in older adults.Entities:
Keywords: Elderly; Frailty; Illness; Incontinence; Korea
Mesh:
Year: 2020 PMID: 32299182 PMCID: PMC7969080 DOI: 10.3904/kjim.2019.172
Source DB: PubMed Journal: Korean J Intern Med ISSN: 1226-3303 Impact factor: 2.884
Figure 1.(A) Distribution of the Korean Frailty Index (KFI) by sex, and (B) correlation between the KFI and Cardiovascular Health Study (CHS) frailty scale scores.
General characteristics of participants (n = 2,886)
| Characteristic | Total (n = 2,886) | Men (n = 1,374) | Women (n = 1,512) | |
|---|---|---|---|---|
| Age, yr | 76.0 ± 3.9 | 76.3 ± 3.9 | 75.7 ± 3.9 | < 0.001 |
| Education, > 6 yr | 2,287 (79.5) | 1,247 (91.1) | 1,040 (68.8) | < 0.001 |
| Alcohol consumption | 523 (18.1) | 455 (33.1) | 68 (4.5) | < 0.001 |
| Smoking | 1,180 (38.4) | 1,068 (77.7) | 40 (2.6) | < 0.001 |
| Presence of spouse | 1,940 (67.2) | 1,229 (89.4) | 711 (47.0) | < 0.001 |
| Physical activity, kcal/wk | 3,361.1 ± 4,100.8 | 4,291.4 ± 4,994.1 | 2,515.2 ± 2,818.2 | < 0.001 |
| No. of comorbidities | 2.4 ± 1.7 | 2.2 ± 1.6 | 2.6 ± 1.7 | < 0.001 |
| Activities of daily living | 7.1 ± 0.4 | 7.1 ± 0.4 | 7.1 ± 0.4 | 0.002 |
| Nutritional status, MNA score | 12.9 ± 1.5 | 12.9 ± 1.5 | 12.8 ± 1.5 | 0.328 |
| Cognitive function, MMSE score | 25.6 ± 3.3 | 26.2 ± 2.9 | 25.1 ± 3.5 | < 0.001 |
| Depressive status, GDS score | 3.2 ± 3.7 | 2.4 ± 3.2 | 3.8 ± 3.9 | < 0.001 |
| Quality of life, EQ-5D score | 0.9± 0.1 | 0.9± 0.1 | 0.9± 0.1 | < 0.001 |
| Body mass index, kg/m2 | 24.5 ± 3.0 | 24.0 ± 2.9 | 24.9 ± 3.1 | < 0.001 |
| Gait speed, m/sec | 1.2 ± 0.3 | 1.2 ± 0.3 | 1.1 ± 0.2 | < 0.001 |
| Grip strength, kg | 26.3 ± 7.6 | 32.2 ± 6.0 | 20.9 ± 4.2 | < 0.001 |
| Timed up and go test, sec | 10.5 ± 2.8 | 10.2 ± 2.7 | 10.7 ± 2.9 | < 0.001 |
| Five-repetition sit-to-stand test, sec | 11.4 ± 4.0 | 10.7 ± 3.4 | 12.0 ± 4.3 | < 0.001 |
| CHS frailty scale | 0.9 ± 1.0 | 0.7 ± 1.0 | 1.0 ± 1.0 | < 0.001 |
| KFI score | 2.2 ± 1.6 | 1.9 ± 1.5 | 2.4 ± 1.6 | < 0.001 |
| mKFI score | 2.0 ± 1.6 | 1.7 ± 1.5 | 2.3 ± 1.6 | < 0.001 |
Values are presented as mean ± SD or number (%). Alcohol consumption defined as three or more alcoholic drinks a week, and smoking defined as lifetime consumption of 100 or more cigarettes. Activities of daily living (range 7 to 21, increasingly worse), geriatric depression scale (range 0 to 15, increasingly worse).
MNA, Mini Nutritional Assessment; MMSE, Mini-Mental State Examination; GDS, Geriatric Depression Scale; EQ-5D, Euro-Qol-5 dimensions; CHS, Cardiovascular Health Study; KFI, Korean Frailty Index; mKFI, modified Korean Frailty Index.
Figure 2.(A-H) Distributions of modified Korean Frailty Index (mKFI) and measurements. K-ADL, Korean Activities of Daily Living; MMSE, Mini-Mental State Examination; GDS, Geriatric Depression Scale; EQ-5D, EuroQol-5 dimensions; TUGT, timed up and go test; MNA, Mini Nutritional Assessment.
Validation between the KFI and other measurements
| Variable | KFI score | Age- and sex-adjusted KFI score | ||
|---|---|---|---|---|
| rho | rho | |||
| CHS frailty score | 0.512 | < 0.001 | 0.454 | < 0.001 |
| Grip strength | –0.292 | < 0.001 | –0.210 | < 0.001 |
| Gait speed | –0.423 | < 0.001 | –0.345 | < 0.001 |
| Timed up and go test | 0.497 | < 0.001 | 0.466 | < 0.001 |
| Five-repetition sit-to-stand test | 0.371 | < 0.001 | 0.316 | < 0.001 |
| SPPB score | –0.409 | < 0.001 | –0.345 | < 0.001 |
| MNA score | –0.252 | < 0.001 | –0.241 | < 0.001 |
| MMSE score | –0.262 | < 0.001 | –0.185 | < 0.001 |
| GDS score | 0.522 | < 0.001 | 0.489 | < 0.001 |
| EQ-5D score | –0.493 | < 0.001 | –0.447 | < 0.001 |
| K-ADL score | 0.292 | < 0.001 | 0.275 | < 0.001 |
| Skeletal muscle index | –0.107 | < 0.001 | –0.021 | 0.258 |
Correlations were analyzed using the Spearman test.
KFI, Korean Frailty Index; CHS, Cardiovascular Health Study; SPPB, Short Physical Performance Battery; MNA, Mini Nutritional Assessment; MMSE, Mini-Mental State Examination; GDS, Geriatric Depression Scale; EQ-5D, EuroQol-5 dimensions; K-ADL, Korean activities of daily living.
Agreement of KFI items with frailty using the CHS frailty scale
| KFI items | CHS frailty | Sensitivity, % | Specificity, % | Accuracy, % | PPV, % | NPV, % | Kappa | ||
|---|---|---|---|---|---|---|---|---|---|
| No frailty (n = 2,652) | Frailty (n = 234) | ||||||||
| Hospital admission | 18.8 | 87.9 | 82.3 | 12.0 | 92.5 | 0.053 | 0.009 | ||
| No | 2,330 (87.9) | 190 (81.2) | |||||||
| Yes | 322 (12.1) | 44 (18.8) | |||||||
| Self-assessment of health status | 68.8 | 73.4 | 73.0 | 18.6 | 96.4 | 0.189 | < 0.001 | ||
| No | 1,946 (73.4) | 73 (31.2) | |||||||
| Yes | 706 (26.6) | 161 (68.8) | |||||||
| Polypharmacy | 65.8 | 56.2 | 57.0 | 11.7 | 94.9 | 0.071 | < 0.001 | ||
| No | 1,490 (56.2) | 80 (34.2) | |||||||
| Yes | 1,162 (43.8) | 154 (65.8) | |||||||
| Weight loss | 26.5 | 93.4 | 88.0 | 26.3 | 93.5 | 0.199 | < 0.001 | ||
| No | 2,478 (93.4) | 172 (73.5) | |||||||
| Yes | 174 (6.6) | 62 (26.5) | |||||||
| Depressed mood | 58.6 | 67.5 | 66.7 | 13.7 | 94.9 | 0.104 | < 0.001 | ||
| No | 1,789 (67.5) | 97 (41.5) | |||||||
| Yes | 863 (32.5) | 137 (58.5) | |||||||
| Incontinence | 28.3 | 85.3 | 80.7 | 14.5 | 93.1 | 0.095 | < 0.001 | ||
| No | 2,263 (85.3) | 167 (71.7) | |||||||
| Yes | 389 (14.7) | 66 (28.3) | |||||||
| Timed up and go test | 94.9 | 56.0 | 59.1 | 16.0 | 99.2 | 0.156 | < 0.001 | ||
| No | 1,484 (56.0) | 12 (5.1) | |||||||
| Yes | 1,168 (44.0) | 222 (94.9) | |||||||
| Visual or auditory problems | 39.3 | 80.7 | 77.4 | 15.3 | 93.8 | 0.117 | < 0.001 | ||
| No | 2,141 (80.7) | 142 (60.7) | |||||||
| Yes | 511 (19.3) | 92 (39.3) | |||||||
| Walking 400 m/schoolyard | 77.8 | 73.2 | 73.6 | 20.4 | 97.4 | 0.223 | < 0.001 | ||
| No | 1,941 (73.2) | 52 (22.2) | |||||||
| Yes | 711 (26.8) | 182 (77.8) | |||||||
Values are presented as number (%).
KFI, Korean Frailty Index; CHS, Cardiovascular Health Study; PPV, positive predictive value; NPV, negative predictive value.
Sensitivity and specificity for the KFI and modified KFI cutoffs in predicting frailty based on the CHS frailty scale (ROC analysis)
| Cutoff | AUC | Sensitivity, % | Specificity, % | Youden index, % |
|---|---|---|---|---|
| KFI | 0.82 (0.79–0.84) | |||
| ≥ 1 | 99.6 | 15.6 | 15.2 | |
| ≥ 2 | 94.4 | 42.3 | 36.7 | |
| ≥ 3 | 81.6 | 67.0 | 48.6 | |
| ≥ 4 | 61.1 | 83.4 | 44.6 | |
| ≥ 5 | 37.6 | 93.7 | 31.3 | |
| ≥ 6 | 20.9 | 98.6 | 19.5 | |
| ≥ 7 | 4.7 | 99.7 | 4.4 | |
| ≥ 8 | 0.9 | 100 | 0.8 | |
| Modified KFI | 0.81 (0.78–0.84) | |||
| ≥ 1 | 98.7 | 20.3 | 19.0 | |
| ≥ 2 | 89.7 | 48.6 | 38.3 | |
| ≥ 3 | 76.9 | 70.6 | 47.5 | |
| ≥ 4 | 57.7 | 85.6 | 43.3 | |
| ≥ 5 | 35.5 | 94.3 | 29.8 | |
| ≥ 6 | 19.7 | 98.5 | 18.2 | |
| ≥ 7 | 4.7 | 99.7 | 4.4 | |
| ≥ 8 | 0.9 | 100 | 0.9 |
KFI, Korean Frailty Index; CHS, Cardiovascular Health Study; ROC, receiver operating characteristic; AUC, area under the ROC curve.