| Literature DB >> 35588525 |
P L G Braga1,2,3, J S Henrique1, S S Almeida4,5, R M Arida6, S Gomes da Silva7,8,9.
Abstract
Aging is related to a decrease in physiological abilities, especially cognitive functions. To unravel further evidence of age-related cognitive decline, we analyzed which physical and functional variables are predictors of cognitive performance in a sample of 498 Brazilian elderly (67.26% women). To do so, we used the Stroop test as a tool to evaluate executive functions and the General functional fitness index (GFFI) to evaluate the functional fitness of the participants. A linear regression analysis revealed that female sex (β=-0.097; t=-2.286; P=0.023), younger age (β=0.205; t=4.606; P<0.0001), more years of education (β=-0.280; t=-6.358; P<0.0001), and higher GFFI (β=-0.101; t=-2.347; P<0.02) were predictors of better cognitive performance. Body mass index (kg/m2) and nutritional status (underweight, eutrophic, overweight, or obese) were not predictors of cognitive performance. Interestingly, among the GFFI tasks, muscle strength influenced the test execution time, both in upper and lower limbs (elbow flexion: β=-0.201; t=-4.672; P<0.0001; sit-to-stand: β=-0.125; t=-2.580; P<0.01). Our findings showed that: 1) women performed the Stroop test faster than men; 2) the older the person, the lower was the cognitive performance; 3) the higher the education, the better the test execution time; and 4) higher scores in the GFFI were associated with a better performance in the Stroop test. Therefore, gender, age, education, and functional fitness and capacity were predictors of cognitive performance in the elderly.Entities:
Mesh:
Year: 2022 PMID: 35588525 PMCID: PMC9054033 DOI: 10.1590/1414-431X2022e11917
Source DB: PubMed Journal: Braz J Med Biol Res ISSN: 0100-879X Impact factor: 2.904
Figure 1Participant selection flow chart.
Descriptive characteristics of study participants.
| General | Men | Women | AR |
| F | P | ||
|---|---|---|---|---|---|---|---|---|
| Men | ||||||||
| N | 498 (100%) | 163 (32.73%) | 335 (67.26%) | 59.406 |
| |||
| Physical characteristics | ||||||||
| Age (years) | 71.65±6.14 | 72.13±6.18 | 71.42±6.12 | - | - | 1.444 | 0.230 | |
| BMI (kg/m2) | 28.04±4.72 | 27.51±4.16 | 28.30±4.96 | - | - | 3.097 | 0.079 | |
| Nutritional status | 2.094 | 0.553 | ||||||
| Underweight | 11.4 | 11.7 | 11.9 | -0.1 | 0.1 | |||
| Eutrophic | 40.3 | 44.8 | 38.8 | 1.0 | -1.0 | |||
| Overweight | 17.4 | 14.7 | 14.6 | 0.0 | 0.0 | |||
| Obese | 30.7 | 28.8 | 34.6 | -1.3 | 1.3 | |||
| Education | 18.038 |
| ||||||
| Never studied | 21.6 | 14.7 | 25.1 | -2.6 |
| |||
| 1-3 years | 27.7 | 23.9 | 29.6 | -1.3 | 1.3 | |||
| 4-8 years | 13.7 | 11.7 | 14.6 | -0.9 | 0.9 | |||
| 9-11 years | 22.7 | 30.7 | 18.8 |
| -3.0 | |||
| >12 years | 14.3 | 19.0 | 11.9 |
| -2.1 | |||
Data are reported as percentage (%) when categorical and by mean and standard deviation when continuous. GFFI: General functional fitness index; education >12 years: high school or more; X 2: Chi-squared; AR: adjusted and standardized residual; F: Fisher (referring to general linear model test value). Values in bold type indicate P<0.05 or positive difference in AR.
General linear model results for the General functional fitness index (GFFI) and functional capacity tests.
| General (%) |
| R | P | Men (%) | Women (%) | Men | ||||
|---|---|---|---|---|---|---|---|---|---|---|
| AR |
| P | ||||||||
| Men | ||||||||||
| GFFI | 319.811 |
|
|
| ||||||
| Very weak | 1.0 | -94.6 | 2.5 | 0.3 |
| -2.3 | ||||
| Weak | 26.1 |
| 19.6 | 29.3 | -2.3 |
| ||||
| Regular | 44.6 |
| 44.8 | 44.5 | 0.1 | -0.1 | ||||
| Good | 24.5 |
| 28.2 | 22.7 | 1.3 | -1.3 | ||||
| Very good | 3.8 | -80.6 | 4.9 | 3.3 | 0.9 | -0.9 | ||||
| Elbow flexion | 553.888 |
| 5.687 | 0.224 | ||||||
| Very weak | 2.8 | -85.6 | 4.9 | 1.8 |
| -2.0 | ||||
| Weak | 6.2 | -68.6 | 7.4 | 5.7 | 0.7 | -0.7 | ||||
| Regular | 9.8 | -50.6 | 8.0 | 10.7 | -1.0 | 1.0 | ||||
| Good | 20.7 |
| 22.1 | 20.0 | 0.5 | -0.5 | ||||
| Very good | 60.4 |
| 57.7 | 61.8 | -0.9 | 0.9 | ||||
| Sit-to-Stand | 19.851 |
|
|
| ||||||
| Very weak | 12.7 | -36.6 | 7.4 | 15.2 | -2.5 |
| ||||
| Weak | 24.1 |
| 19.9 | 26.3 | -1.6 | 1.6 | ||||
| Regular | 22.5 |
| 21.5 | 23.0 | -0.4 | 0.4 | ||||
| Good | 21.5 |
| 28.8 | 18.2 |
| -2.6 | ||||
| Very good | 19.3 | -91.6 | 23.3 | 17.3 | 1.6 | 1.6 | ||||
| TUG | 282.201 |
| 9.123 | 0.058 | ||||||
| Very weak | 45.6 |
| 41.1 | 47.8 | -1.4 | 1.4 | ||||
| Weak | 25.1 |
| 22.1 | 26.6 | -1.1 | 1.1 | ||||
| Regular | 18.3 | -8.6 | 21.5 | 16.7 | 1.3 | -1.3 | ||||
| Good | 9.4 | -52.6 | 14.1 | 7.2 |
| -2.5 | ||||
| Very good | 1.6 | -91.6 | 1.2 | 1.8 | 0.5 | -0.5 | ||||
| 6-min walk | 160.173 |
| 5.149 | 0.272 | ||||||
| Very weak | 28.7 |
| 31.9 | 27.2 | 1.1 | -1.1 | ||||
| Weak | 33.3 |
| 28.2 | 35.8 | -1.7 | 1.7 | ||||
| Regular | 23.7 |
| 22.1 | 24.7 | -0.6 | 0.6 | ||||
| Good | 11.8 | -40.6 | 14.7 | 10.4 | 1.4 | -1.4 | ||||
| Very good | 2.4 | -87.6 | 3.1 | 2.1 | 0.7 | -0.7 | ||||
Data are reported as percentage (%). R: Residual (observed value - expected value); X 2: Chi-squared; AR: Adjusted and standardized residual; TUG: time to up and go. Values in bold type indicate P<0.05 and positive difference in R or AR.
Figure 2Map of the relationship between genders, GFFI classifications, and functional capacity test classifications. GFFI: General functional fitness index; TUG: time to up and go.
Time in seconds taken to complete the card tasks, errors, and interference of the Stroop test.
| Stroop test | General (498) | Men (163) | Women (335) | F1 | P (between genders) | F2 | P (card 3 |
|---|---|---|---|---|---|---|---|
| Card 1 (s) | 19.55±7.79 | 20.90±10.44 | 18.89±6.02 | 7.280 |
| ||
| Errors (unity) | 0.29±1.22 | 0.42±1.44 | 0.23±1.08 | 2.769 | 0.097 | ||
| Card 2 (s) | 21.95±9.20 | 23.27±12.00 | 21.32±7.42 | 4.958 |
| ||
| Errors (unity) | 0.38±1.03 | 0.53±1.27 | 0.31±0.9 | 4.910 |
| ||
| Card 3 (s) | 43.76±19.44 | 45.30±21.35 | 43.17±18.21 | 1.238 | 0.266 | 9.265 |
|
| Errors (unity) | 2.80±3.62 | 2.79±3.44 | 2.80±3.71 | 0.003 | 0.956 | 8.132 |
|
| Card 4 (s) | 14.54±7.32 | 14.54±10.79 | 14.54±4.82 | 0.0 | 1.000 | ||
| Errors (unity) | 0.07±0.48 | 0.09±0.54 | 0.06±0.44 | 0.265 | 0.607 | ||
| Interference (3-1) | 23.96±15.87 | 23.78±16.43 | 24.05±15.61 | 0.031 | 0.859 |
Data are reported as means and standard deviations. F1: univariate general linear model; F2: paired general linear model. Values in bold type indicate P<0.05.
Predictive factors of Stroop test performance.
| Adjusted model | Tolerance | |||
|---|---|---|---|---|
| β |
| P | ||
| Gender | -0.097 | -2.286 |
| 0.96 |
| Age | 0.205 | 4.606 |
| 0.86 |
| Education | -0.280 | -6.358 |
| 0.88 |
| General functional fitness index | -0.101 | -2.347 |
| 0.92 |
Adjusted linear regression model (β): stepwise method. Dependent variable: time taken for card 3. Independent variables (fixed): gender (woman as reference), nutritional status (obese as reference), schooling (>12 years of education as reference); General functional fitness index (very good as reference). Nutritional status was not a significant predictor. Values in bold type indicate P<0.05.
Predictive factors of Stroop test performance in relation to the components of General functional fitness index.
| β | t | P | Tolerance | |
|---|---|---|---|---|
| Elbow flexion | -0.201 | -4.672 |
| 0.94 |
| Sit-to-Stand | -0.125 | -2.580 |
| 0.94 |
Adjusted linear regression model (β): stepwise method. Dependent variable: time taken for card 3. Independent variables (fixed): gender (woman as reference), elbow flexion, sit-to-stand, time to up and go, and 6-min walk test (very good as reference). Gender, time to up and go, and 6-min walk test were not significant predictors. Values in bold type indicate P<0.05.