| Literature DB >> 36072307 |
Rivka Milman1, Evgeniya Zikrin2,3, David Shacham2,3, Tamar Freud4, Yan Press2,3,4,5,6.
Abstract
Purpose: It is important to identify factors associated with the outcome of rehabilitation after hip fracture as an aid to planning the rehabilitation framework and the future discharge of patients. Previous studies have shown that handgrip strength (HGS) is one of the factors associated with the success of rehabilitation. Materials andEntities:
Keywords: a Montebello Rehabilitation Factor Score Revised; geriatric; handgrip strength; hip fracture; rehabilitation
Mesh:
Year: 2022 PMID: 36072307 PMCID: PMC9441578 DOI: 10.2147/CIA.S374366
Source DB: PubMed Journal: Clin Interv Aging ISSN: 1176-9092 Impact factor: 3.829
Study Population Characteristics (N = 173) (Unless Otherwise Stated, Results are [N (%)])
| Variable | Result |
|---|---|
| Age, mean±SD | 81.2±7.2 |
| Gender (male) | 55 (31.8) |
| Family status (married) | 72 (41.6) |
| Nursing caregiver (yes) | 105 (60.7) |
| Education (≥12 years) | 52 (30.1) |
| Fracture type (intracapsular) | 49 (28.3) |
| Time to surgery, mean±SD | 1.1±1.5 |
| LoS Orthopedics, mean±SD | 3.7±2.6 |
| Charlson Comorbidity Total Score (TS), mean±SD | 2.1±1.9 |
| Charlson Comorbidity Total Combined Score (TCS), mean±SD | 5.8±2.0 |
| Medication number, mean±SD | 6.6±2.7 |
| Dementia | 42 (24.3) |
| MMSE, mean±SD | 23.1±5.6 |
| BMI, mean±SD | 25.1±4.1 |
| Hand Grip, mean±SD | 18.0±7.2 |
| EWGSOP2 (strong) | 71 (41.0) |
| Dynamometer (strong) | 98 (56.6) |
| Perez-Rodriguez (strong) | 111 (64.2) |
| Loss of Hemoglobin (g/dl), mean±SD | 1.9±1.4 |
| CRP (U), mean±SD | 10.4±6.4 |
| Creatinine (mg/dl), mean±SD | 1.0±0.7 |
| Blood urea (mg/dl), mean±SD | 59.7±38.2 |
| Sodium (mEq/L), mean±SD | 138.7±3.8 |
| Albumin (g/dl), mean±SD | 3.1±0.3 |
| Delirium | 33 (19.1) |
| Any infection | 51 (29.5) |
| Venous thromboembolism | 12 (6.9) |
| Pressure ulcers | 6 (3.5) |
| Any cognitive impairment | 100 (57.8) |
| LoS GD | 20.8±8.8 |
| Anamnestic FIM, mean±SD | 108.5±14.9 |
| FIM on admission, mean±SD | 67.8±12.7 |
| FIM on discharge, mean±SD | 87.6±15.7 |
| MRFS-R, mean±SD | 59.0±28.9 |
| Successful rehabilitation (MRFS-R≥0.5) | 114 (65.9) |
Abbreviations: SD, standard deviation; LoS, length of stay; MMSE, the Mini Mental State Examination; BMI, body mass index; EWGSOP2, The Revised European Working Group on Sarcopenia criteria; CRP, C-reactive protein, “Any cognitive impairment”- dementia and/or delirium and/or MMSE less than expected; GD, Geriatric Department; FIM, the Functional Independence Measure; MRFS-R, the Montebello Rehabilitation Factor Score Revised.
Patients Characteristics by to Different Definitions of Low Muscle Strength
| EWGSOP2 | Dynamometer | Perez-Rodriguez | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Low Muscle Strength (N=102) | Strong (N=71) | P | Low Muscle Strength (N=75) | Strong (N=98) | P | Low Muscle Strength (N=62) | Strong (N=111) | P | |
| Age, mean±SD | 83.0±7.2 | 78.6±6.2 | <0.0001 | 83.1±7.3 | 79.7±6.7 | 0.002 | 83.4±7.4 | 79.9±6.8 | 0.002 |
| Gender (male), n (%) | 35 (34.3) | 20 (28.2) | 0.393 | 19 (25.3) | 36 (36.7) | 0.138 | 24 (38.7) | 31 (27.9) | 0.144 |
| Family status (married), n (%) | 39 (38.2) | 33 (46.5) | 0.279 | 26 (34.7) | 46 (46.9) | 0.121 | 23 (37.1) | 49 (44.1) | 0.367 |
| Nursing caregiver (yes), n (%) | 68 (66.7) | 37 (52.1) | 0.007 | 54 (72.0) | 51 (52.0) | 0.008 | 44 (71.0) | 61 (55.0) | 0.04 |
| Number of children, mean±SD | 3.2±2.5 | 2.8±2.3 | 0.159 | 3.3±2.7 | 2.8±2.1 | 0.119 | 3.4±2.8 | 2.8±2.1 | 0.196 |
| Education (≥12 years), n (%) | 23 (22.6) | 29 (40.9) | 0.011 | 16 (21.4) | 36 (36.7) | 0.0295 | 14 (22.6) | 38 (34.2) | 0.111 |
| Fracture type (intracapsular), n (%) | 35 (34.3) | 14 (19.7) | 0.036 | 27 (36.0) | 22 (22.5) | 0.061 | 21 (42.9) | 28 (57.1) | 0.291 |
| Time to surgery, mean±SD | 1.2±1.6 | 1.0±1.4 | 0.466 | 1.3±1.9 | 1.0±1.2 | 0.754 | 1.2±1.4 | 1.1±1.6 | 0.439 |
| LoS Orthopedics, mean±SD | 21.4±9.2 | 19.9±8.2 | 0.424 | 22.4±9.7 | 19.5±7.8 | 0.041 | 22.7±9.8 | 19.7±8.0 | 0.042 |
| Charlson Comorbidity Total Score (TS), mean±SD | 2.1±1.9 | 2.1±2.0 | 0.994 | 2.1±1.8 | 2.1±2.0 | 0.842 | 2.3±1.9 | 2.0±1.9 | 0.165 |
| Charlson Comorbidity Total Combined Score (TCS), mean±SD | 6.0±2.0 | 5.6±2.1 | 0.078 | 6.0±1.8 | 5.7±2.1 | 0.080 | 6.2±2.0 | 5.6±2.0 | 0.006 |
| Medication number, mean±SD | 6.6±2.6 | 6.6±2.8 | 0.952 | 6.8±2.5 | 6.5±2.8 | 0.519 | 6.8±2.7 | 6.5±2.7 | 0.706 |
| Dementia, n (%) | 28 (27.5) | 14 (19.7) | 0.243 | 24 (32.0) | 18 (18.4) | 0.049 | 23 (37.1) | 19 (17.1) | 0.003 |
| MMSE, mean±SD | 21.9±5.5 | 24.9±5.3 | 0.0001 | 21.4±5.2 | 24.4±5.6 | <0.0001 | 20.8±5.2 | 24.4±5.4 | <0.0001 |
| BMI, mean±SD | 24.5±3.8 | 26.0±4.3 | 0.018 | 24.7±3.8 | 25.4±4.3 | 0.244 | 24.4±3.9 | 25.2±4.2 | 0.075 |
| Hand Grip, mean±SD | 14.6±5.3 | 22.8±6.9 | <0.0001 | 12.5±3.9 | 22.1±6.4 | <0.0001 | 12.9±4.9 | 20.8±6.8 | <0.0001 |
| Loss of Hemoglobin (g/dl), mean±SD | 1.8±1.5 | 2.0±1.4 | 0.366 | 1.9±1.5 | 1.9±1.3 | 0.945 | 2.0±1.4 | 1.9±1.4 | 0.520 |
| CRP (U), mean±SD | 11.2±6.6 | 9.3±6.0 | 0.056 | 11.3±6.6 | 9.7±6.2 | 0.060 | 11.7±6.5 | 9.7±6.4 | 0.055 |
| Creatinine (mg/dl), mean±SD | 1.0±1.0 | 1.0±0.9 | 0.817 | 1.0±0.7 | 1.0±0.8 | 0.952 | 1.1±0.7 | 1.0±0.8 | 0.176 |
| Blood urea (mg/dl), mean±SD | 61.2±35.4 | 57.7±42.0 | 0.364 | 64.1±39.7 | 56.4±36.8 | 0.297 | 68.1±41.9 | 55.0±35.2 | 0.036 |
| Sodium (mEq/L), mean±SD | 138.4±4.2 | 139.1±3.2 | 0.535 | 138.6±4.1 | 138.8±3.7 | 0.914 | 138.5±4.2 | 138.8±3.6 | 0.797 |
| Albumin (g/dl), mean±SD | 3.1±0.3 | 3.2±0.4 | 0.0040 | 3.1±0.3 | 3.2±0.4 | 0.004 | 3.0±0.3 | 3.2±0.4 | <0.0001 |
| Delirium | 24 (23.5) | 9 (12.7) | 0.080 | 18 (24.0) | 15 (15.3) | 0.174 | 15 (24.2) | 18 (16.2) | 0.200 |
| Any infection | 29 (28.4) | 22 (31.0) | 0.737 | 24 (32.0) | 27 (27.6) | 0.614 | 19 (30.7) | 32 (28.8) | 0.802 |
| Venous thromboembolism | 7 (6.9) | 5 (7.0) | 0.402 | 7 (9.3) | 5 (5.1) | 0.368 | 7 (11.3) | 5 (4.5) | 0.092 |
| Pressure Ulcers | 5 (4.9) | 1 (1.4) | 0.964 | 4 (5.3) | 2 (2.0) | 0.405 | 3 (8.9) | 3 (2.7) | 0.462 |
| Any cognitive impairment, n (%) | 66 (64.1) | 34 (47.9) | 0.030 | 52 (69.3) | 48 (49.0) | 0.0080 | 46 (74.2) | 54 (48.7) | 0.0018 |
| LoS GD | 21.4±9.2 | 19.9±8.2 | 0.424 | 22.4±9.7 | 19.5±7.8 | 0.0411 | 22.7±9.8 | 19.7±8.0 | 0.0419 |
| Anamnestic FIM | 105.0±15.8 | 113.6±11.8 | 0.0001 | 102.4±16.0 | 113.2±12.1 | <0.0001 | 100.4±15.9 | 113.1±12.1 | <0.0001 |
| FIM on admission | 65.1±12.2 | 71.5±12.2 | 0.0008 | 62.6±12.1 | 71.6±11.6 | <0.0001 | 61.5±11.9 | 71.2±11.6 | <0.0001 |
| FIM loss | 40.0±12.2 | 42.1±11.2 | 0.238 | 0.39.8±12.5 | 41.6±11.3 | 0.321 | 38.9±12.7 | 41.9±11.3 | 0.114 |
| FIM on discharge | 83.1±17.3 | 93.8±11.2 | <0.0001 | 79.7±17.1 | 93.5±12.0 | <0.0001 | 78.1±16.9 | 92.8±12.6 | <0.0001 |
| MRFS-R | 54.6±30.2 | 64.5±26.9 | 0.027 | 52.9±31.7 | 63.1±26.4 | 0.047 | 51.9±33.3 | 62.5±26.0 | 0.021 |
| 3-month | 3 (2.9) | 3 (4.2) | 0.667 | 3 (7.0) | 3 (3.1) | 0.751 | 3 (4.8) | 3 (2.7) | 0.491 |
| 6-month | 10 (9.8) | 3 (4.2) | 0.183 | 8 (10.7) | 5 (5.1) | 0.187 | 8 (12.9) | 5 (4.5) | 0.058 |
| 1 year | 14 (13.7) | 6 (8.5) | 0.299 | 12 (16.0) | 8 (8.2) | 0.121 | 12 (19.4) | 8 (7.2) | 0.022 |
Abbreviations: EWGSOP2, The Revised European Working Group on Sarcopenia criteria; SD, standard deviation; LoS, length of stay; MMSE, the Mini Mental State Examination; BMI, body mass index; CRP, C-reactive protein, “Any cognitive impairment”- dementia and/or delirium and/or MMSE less than expected; GD, Geriatric Department; FIM, the Functional Independence Measure; MRFS-R, the Montebello Rehabilitation Factor Score Revised.
Patients Characteristics by Rehabilitation Group
| MRFS-R<50 (N=59) | MRFS-R≥50 (N=114) | P | |
|---|---|---|---|
| Age (years), mean±SD | 82.3±8.1 | 80.6±6.6 | 0.143 |
| Gender (male), (%) | 20 (33.9) | 35 (30.7) | 0.731 |
| Family status (married), n (%) | 26 (36.1) | 46 (32.7) | 0.757 |
| Nursing caregiver (yes), n (%) | 36 (61.0) | 71 (62.3) | 0.953 |
| Education (≥12 years), n (%) | 14 (23.7) | 38 (33.3) | 0.196 |
| Fracture type (intracapsular), n (%) | 19 (32.2) | 30 (26.3) | 0.261 |
| Charlson Comorbidity Total Score (TS), mean±SD | 2.3±2.1 | 2.0±1.8 | 0.207 |
| Charlson Comorbidity Total Combined Score (TCS), mean±SD | 6.2±2.4 | 5.6±1.8 | 0.072 |
| Medication number, mean±SD | 6.3±2.7 | 6.8±2.7 | 0.331 |
| MMSE, mean±SD | 20.8±6.5 | 24.3±4.7 | <0.001 |
| Dementia, n (%) | 25 (42.4) | 17 (14.9) | <0.001 |
| BMI, mean±SD | 24.7±4.5 | 25.3±3.9 | 0.141 |
| Hand Grip, (Kg), mean±SD | 16.2±7.2 | 18.9±7.1 | 0.022 |
| EWGSOP2 (strong), n (%) | 18 (30.5) | 53 (46.5) | 0.044 |
| Dynamometer (strong), n (%) | 28 (47.5) | 70 (61.4) | 0.084 |
| Perez-Rodriguez (strong), n (%) | 30 (50.9) | 81 (71.1) | 0.001 |
| Delirium, n (%) | 17 (28.8) | 16 (14.0) | 0.025 |
| Any infection, n (%) | 21 (35.6) | 30 (26.3) | 0.222 |
| Venous thromboembolism, n (%) | 3 (5.1) | 9 (7.9) | 0.729 |
| Pressure ulcers, n (%) | 2 (3.4) | 4 (3.5) | 1 |
| Any cognitive impairment, n (%) | 47 (79.7) | 53 (46.5) | 0.0002 |
| Loss of hemoglobin (g/dl), mean±SD | 1.8±1.5 | 1.9±1.4 | 0.301 |
| Creatinine (mg/dl), mean±SD | 1.2±1.1 | 0.9±0.5 | 0.004 |
| Blood urea (mg/dl), mean±SD | 70.4±51.3 | 55.9±54.2 | 0.008 |
| Sodium (mEq/L), mean±SD | 138.6±4.8 | 138.7±3.2 | 0.881 |
| Albumin (g/dl), mean±SD | 3.1±0.3 | 3.1±0.4 | 0.564 |
| LoS GD, mean±SD | 21.6±10.9 | 20.4±7.5 | 0.904 |
Abbreviations: SD, standard deviation; MRFS-R, the Montebello Rehabilitation Factor Score Revised; LoS, length of stay; MMSE, the Mini Mental State Examination; BMI, body mass index; EWGSOP2, The Revised European Working Group on Sarcopenia criteria; CRP, C-reactive protein, “Any cognitive impairment”- dementia and/or delirium and/or MMSE less than expected; GD, Geriatric Department.
Logistic Regression Analysis to Predict Rehabilitation Success (MRFS- R≥50)
| Model | Variables | OR | 95% CI | P-value | R2 | |
|---|---|---|---|---|---|---|
| 1 | Gender | 0.592 | 0.233 | 1.505 | 0.271 | 21.6% |
| TCS | 0.984 | 0.81 | 1.195 | 0.868 | ||
| Any cognitive impairment | 0.279 | 0.13 | 0.601 | 0.001 | ||
| Creatinine | 0.547 | 0.288 | 1.037 | 0.065 | ||
| Hand Grip | 1.068 | 1.001 | 1.14 | 0.046 | ||
| 2 | Gender | 1.079 | 0.506 | 2.304 | 0.843 | 20.1% |
| TCS | 0.977 | 0.808 | 1.181 | 0.811 | ||
| Any cognitive impairment | 0.265 | 0.123 | 0.568 | <0.001 | ||
| Creatinine | 0.551 | 0.291 | 1.044 | 0.068 | ||
| Perez-Rodriguez (low muscle strength) | 0.592 | 0.29 | 1.209 | 0.15 | ||
| 3 | Gender | 0.965 | 0.45 | 2.069 | 0.926 | 19.3% |
| TCS | 0.969 | 0.801 | 1.172 | 0.747 | ||
| Any cognitive impairment | 0.26 | 0.121 | 0.557 | <0.001 | ||
| Creatinine | 0.53 | 0.274 | 1.025 | 0.059 | ||
| Dynamometer (low muscle strength) | 0.698 | 0.347 | 1.407 | 0.315 | ||
| 4 | Gender | 1.09 | 0.509 | 2.333 | 0.825 | 20.2% |
| TCS | 0.974 | 0.806 | 1.177 | 0.783 | ||
| Any cognitive impairment | 0.256 | 0.12 | 0.545 | <0.001 | ||
| Creatinine | 0.528 | 0.277 | 1.006 | 0.052 | ||
| EWGSOP2 (low muscle strength) | 0.581 | 0.281 | 1.201 | 0.143 | ||
Abbreviations: MRFS-R, the Montebello Rehabilitation Factor Score Revised; OR, odds ratio; CI, Confidence Interval; TCS, Charlson Comorbidity Total Combined Score; EWGSOP2, The Revised European Working Group on Sarcopenia criteria.