| Literature DB >> 30352583 |
Zuyun Liu1, Fang-Chi Hsu2, Andrea Trombetti3,4, Abby C King5, Christine K Liu4,6, Todd M Manini7, Roger A Fielding4, Marco Pahor7, Anne B Newman8, Stephen Kritchevsky9, Thomas M Gill10.
Abstract
BACKGROUND: Whether physical activity can reduce cognitive frailty-a relatively new "compound" phenotype proposed in 2013-and whether the effect of physical activity differs based on levels of inflammation are unknown. Therefore, this study aimed to evaluate the effect of physical activity on cognitive frailty and whether baseline interleukin-6 (IL-6) levels modified this effect.Entities:
Keywords: Cognitive frailty; Interleukin-6; Older persons; Physical activity
Mesh:
Year: 2018 PMID: 30352583 PMCID: PMC6199791 DOI: 10.1186/s12916-018-1174-8
Source DB: PubMed Journal: BMC Med ISSN: 1741-7015 Impact factor: 8.775
Fig. 1Flow of study participants through the study. SPPB, Short Physical Performance Battery; IL-6, interleukin-6. The main analysis for cognitive frailty and IL-6 indicates using the ordinal logistic regression models in which baseline levels of cognitive frailty was included as a covariate. The sensitivity analysis for longitudinal data on cognitive frailty indicates using the constrained ordinal logistic regression model in which baseline cognitive frailty was treated as an outcome
Baseline characteristics of study participants by intervention group and baseline IL-6 level
| Physical activity | Health education | |||||
|---|---|---|---|---|---|---|
| Higher IL-6 subgroupa( | Lower IL-6 subgroupa( | All | Higher IL-6 subgroupa( | Lower IL-6 subgroupa( | All | |
| Age, years, mean (SD) | 78.9 ± 5.3 | 78.2 ± 5.1 | 78.6 ± 5.2 | 79.1 ± 5.2 | 79.1 ± 5.3 | 79.1 ± 5.3 |
| ≥ 80 years | 133 (41.4) | 129 (39.9) | 262 (40.7) | 144 (43.5) | 146 (45.2) | 290 (44.3) |
| Women | 203 (63.2) | 217 (67.2) | 420 (65.2) | 204 (61.6) | 232 (71.8) | 436 (66.7) |
| Education | ||||||
| ≤ High school | 121 (37.7) | 125 (38.8) | 246 (38.3) | 111 (33.6) | 113 (35.1) | 224 (34.4) |
| College | 136 (42.4) | 121 (37.6) | 257 (40.0) | 136 (41.2) | 129 (40.1) | 265 (40.6) |
| Post graduate | 64 (19.9) | 76 (23.6) | 140 (21.8) | 83 (25.2) | 80 (24.8) | 163 (25.0) |
| Ethnicity/race | ||||||
| White | 245 (76.3) | 242 (74.9) | 487 (75.6) | 260 (78.5) | 256 (79.3) | 516 (78.9) |
| African American | 59 (18.4) | 61 (18.9) | 120 (18.6) | 54 (16.3) | 39 (12.1) | 93 (14.2) |
| others | 17 (5.3) | 20 (6.2) | 37 (5.7) | 17 (5.1) | 28 (8.7) | 45 (6.9) |
| Living alone | 140 (43.6) | 148 (45.8) | 288 (44.7) | 172 (52.0) | 153 (47.4) | 325 (49.7) |
| CES-D score, mean (SD) | 8.0 ± 7.0 | 8.4 ± 8.0 | 8.2 ± 7.5 | 8.9 ± 8.0 | 8.7 ± 7.9 | 8.8 ± 7.9 |
| Body mass index, kg/m2, mean (SD) | 31.0 ± 6.0 | 29.4 ± 5.4 | 30.2 ± 5.7 | 31.8 ± 6.4 | 28.8 ± 5.4 | 30.3 ± 6.1 |
| SPPB score, mean (SD) | 7.4 ± 1.7 | 7.5 ± 1.5 | 7.4 ± 1.6 | 7.2 ± 1.6 | 7.4 ± 1.6 | 7.3 ± 1.6 |
| SPPB = 8 or 9 | 174 (54.2) | 192 (59.4) | 366 (56.8) | 176 (53.2) | 181 (56.0) | 357 (54.6) |
| History of hypertension | 243 (75.7) | 215 (66.6) | 458 (71.1) | 246 (74.3) | 222 (68.7) | 468 (71.6) |
| History of diabetes | 86 (26.8) | 77 (23.8) | 163 (25.3) | 99 (29.9) | 70 (21.7) | 169 (25.8) |
| History of cardiovascular disease | 27 (8.4) | 17 (5.3) | 44 (6.8) | 32 (9.7) | 19 (5.9) | 51 (7.8) |
| History of stroke | 29 (9.0) | 21 (6.5) | 50 (7.8) | 17 (5.1) | 25 (7.7) | 42 (6.4) |
Values are numbers (percentages) unless stated otherwise. The 1298 participants who had baseline data on both cognitive frailty and IL-6 were included
SD standard deviation, CES-D Center for Epidemiologic Studies-Depression scale, SPPB Short Physical Performance Battery, IL-6 interleukin-6
aThe cutoff point for categorizing IL-6 subgroups was 3.31 pg/mL (median value) in both physical activity and health education groups
Fig. 2Distribution of cognitive frailty at baseline and 24 months by intervention group. PA, physical activity; HE, health education. To reflect the continuum of cognitive frailty, we created an ordinal variable based on the six combinations of two components: frailty (non-frail, pre-frail, and frail) and MCI (yes, no): no cognitive frailty (i.e., non-frail without MCI), pre-frail without MCI, frail without MCI, non-frail with MCI, pre-frail with MCI, and cognitive frailty (i.e., frail with MCI)
Effect of physical activity on cognitive frailty using ordinal logistic regression models
| Model 1 | Model 2 | Model 3 | ||||
|---|---|---|---|---|---|---|
| OR (95% CI) | OR (95% CI) | OR (95% CI) | ||||
| Primary analysis | ||||||
| Physical activity vs. health education | 0.79 (0.64–0.98) | 0.032 | 0.79 (0.64–0.98) | 0.030 | 0.80 (0.65–0.97) | 0.026 |
| Higher IL-6 vs. lower IL-6 | – | – | 1.11 (0.89–1.37) | 0.357 | 1.09 (0.89–1.33) | 0.400 |
| Secondary analysis | ||||||
| Physical activity vs. health education | 0.77 (0.62–0.95) | 0.015 | 0.77 (0.62–0.95) | 0.014 | 0.77 (0.63–0.95) | 0.012 |
| Higher IL-6 vs. lower IL-6 | – | – | 1.13 (0.91–1.40) | 0.260 | 1.11 (0.91–1.36) | 0.301 |
The 1164 participants who had baseline data on cognitive frailty and IL-6 and follow-up data on cognitive frailty were included
OR odds ratio, CI confidence interval, IL-6 interleukin-6
Ordinal logistic regression was used as described in the Method section. For the primary analysis, ordinal variable 1 was created by assigning 0 for no cognitive frailty (i.e., non-frail without mild cognitive impairment [MCI]), 1 for pre-frail without MCI, 2 for frail without MCI, 3 for non-frail with MCI, 4 for pre-frail with MCI, and 5 for cognitive frailty (i.e., frail with MCI). For the secondary analysis, ordinal variable 2 was created by assigning 2 for non-frail with MCI and 3 for frail without MCI while the other values remained unchanged
Model 1 adjusted for intervention, field center, sex, and baseline levels for cognitive frailty
As the interaction between intervention groups and IL-6 subgroups was not statistically significant (P for interaction = 0.919 for primary analysis and 0.936 for secondary analysis), it was not included in Model 2
Model 3 adjusted for the same covariates as in Model 2 but weighted for the inverse probability of remaining in the study
Fig. 3Effect of physical activity on cognitive frailty according to prespecified subgroups. CI, confidence interval. SPPB, Short Physical Performance Battery. Ordinal logistic regression was used as described in the Method section. For the primary analysis, ordinal variable 1 was created by assigning 0 for no cognitive frailty (i.e., non-frail without mild cognitive impairment [MCI]), 1 for pre-frail without MCI, 2 for frail without MCI, 3 for non-frail with MCI, 4 for pre-frail with MCI, and 5 for cognitive frailty (i.e., frail with MCI). For the secondary analysis, ordinal variable 2 was created by assigning 2 for non-frail with MCI and 3 for frail without MCI while the other values remained unchanged. The models were adjusted for intervention, field center, sex, and baseline levels for cognitive frailty. The interaction between subgroup and intervention were included to determine whether the intervention effect was the same in each subgroup. In a stratified analysis, we determined the odds ratio for the intervention effect and its 95% confidence intervals (CIs) for each subgroup