| Literature DB >> 33924100 |
Alexandra Foscolou1,2, Christina Chrysohoou1, Kyriakos Dimitriadis1, Konstantina Masoura1, Georgia Vogiatzi1, Viktor Gkotzamanis2, George Lazaros1, Costas Tsioufis1, Christodoulos Stefanadis1.
Abstract
The aim of this study was to evaluate several sociodemographic, lifestyle, and clinical characteristics of the IKARIA study participants and to find healthy aging trajectories of multimorbidity of Ikarian islanders. During 2009, 1410 people (aged 30+) from Ikaria Island, Greece, were voluntarily enrolled in the IKARIA study. Multimorbidity was defined as the combination of at least two of the following chronic diseases: hypertension; hypercholesterolemia; diabetes; obesity; cancer; CVD; osteoporosis; thyroid, renal, and chronic obstructive pulmonary disease. A healthy aging index (HAI) ranging from 0 to 100 was constructed using 4 attributes, i.e., depression symptomatology, cognitive function, mobility, and socializing. The prevalence of multimorbidity was 51% among men and 65.5% among women, while the average number of comorbidities was 1.7 ± 1.4 for men and 2.2 ± 1.4 for women. The most prevalent chronic diseases among men with multimorbidity were hypertension, hypercholesterolemia, and obesity while among women they were hypertension, hypercholesterolemia, and thyroid disease. Multimorbidity was correlated with HAI (Spearman's rho = -0.127, p < 0.001) and for every 10-unit increase in HAI, participants had 20% lower odds of being multimorbid. Multimorbidity in relation to HAI revealed a different trend across aging among men and women, coinciding only in the seventh decade of life. Aging is usually accompanied by chronic diseases, but multimorbidity seems to also be common among younger adults. However, healthy aging is a lifelong process that may lead to limited co-morbidities across the lifespan.Entities:
Keywords: Greece; Ikaria; aging; chronic disease; healthy aging; longevity; multimorbidity
Year: 2021 PMID: 33924100 PMCID: PMC8074281 DOI: 10.3390/nu13041386
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Figure 1Clustered column charts with the prevalence of multimorbidity across the lifespan among men (A) and women (B) and pie charts with the proportions of morbidities among men (C) and women (D).
Sociodemographic, lifestyle, and clinical characteristics of IKARIA study participants (n = 1400) by multimorbidity status (yes/no).
| Characteristics | All the Participants ( | Multimorbidity (No) ( | Multimorbidity (Yes) ( |
|
|---|---|---|---|---|
|
| 66 ± 14 | 66 ± 15 | 69 ± 12 | <0.001 |
|
| 28.5 ± 4.7 | 26.6 ± 3.7 | 29.8 ± 4.8 | <0.001 |
|
| ||||
| Women | 746 (53) | 255 (44) | 480 (58) | <0.001 |
| Men | 661 (47) | 324 (56) | 348 (42) | |
|
| 9.2 ± 3.8 | 10 ± 3.7 | 8.0 ± 3.7 | <0.001 |
|
| ||||
| Retired | 698 (49.6) | 237 (41) | 456 (55) | <0.001 |
| Housekeeping | 302 (21.5) | 98 (16.8) | 204 (24.7) | |
| Employee | 224 (15.9) | 144 (24.9) | 81 (9.8) | |
| Businessman | 178 (12.7) | 98 (16.8) | 84 (10.1) | |
| Unemployed | 5 (0.4) | 2 (0.4) | 3 (0.4) | |
|
| ||||
| Low | 474 (33.7) | 162 (28) | 298 (36) | 0.003 |
| Moderate | 620 (44.1) | 278 (48) | 348 (42) | |
| Good | 272 (19.3) | 127 (22) | 149 (18) | |
| Very good | 41 (2.9) | 12 (2.0) | 33 (4.0) | |
|
| ||||
| None | 134 (9.5) | 35 (6.0) | 99 (12) | <0.001 |
| <1 per month | 507 (36) | 197 (34) | 307 (37) | |
| ≥1 per month | 457 (32.5) | 185 (32) | 273 (33) | |
| >1 per week | 253 (18) | 139 (24) | 116 (14) | |
| Every day | 56 (4.0) | 23 (4.0) | 33 (4.0) | |
|
| 394 (28) | 232 (40) | 174 (21) | <0.001 |
|
| ||||
| Low | 225 (16) | 81 (14) | 141 (17) | 0.004 |
| Moderate | 802 (57) | 313 (54) | 488 (59) | |
| High | 380 (27) | 185 (32) | 199 (24) | |
|
| 7.6 ± 1.7 | 7.6 ± 1.5 | 7.6 ± 1.8 | 0.87 |
|
| 1599 ± 670 | 1609 ± 652 | 1529 ± 680 | 0.03 |
|
| 37 ± 3.2 | 37 ± 3.2 | 38 ± 3.2 | <0.001 |
|
| 17 ± 11 | 16 ± 10 | 18 ± 12 | 0.001 |
|
| 25 ± 4.7 | 25 ± 4.9 | 25 ± 4.6 | 0.67 |
|
| 686 (49) | 98 (17) | 588 (71) | <0.001 |
|
| 565 (40) | 93 (16) | 472 (57) | <0.001 |
|
| 250 (18) | 18 (3.1) | 232 (28) | <0.001 |
|
| 464 (33) | 75 (13) | 389 (47) | <0.001 |
|
| 181 (13) | 7 (1.2) | 174 (21) | <0.001 |
|
| 70 (4.9) | 6 (1.1) | 44 (5.3) | <0.001 |
|
| 29 (2.1) | 1 (0.2) | 28 (3.4) | <0.001 |
|
| 339 (24) | 49 (8.4) | 290 (35) | <0.001 |
|
| 104 (7.4) | 5 (0.9) | 99 (12) | <0.001 |
|
| 188 (13) | 14 (2.4) | 174 (21) | <0.001 |
|
| 73 ± 14 | 76 ± 13 | 72 ± 14 | <0.001 |
Values are presented as frequencies (%) or mean ± standard deviation. p-values derived from Student’s t-test for continuous variables or the chi-square test for the categorical variables.
Results from stepwise logistic regression models evaluating the association between HAI and multimorbidity (outcome).
| OR | 95% CI |
| |
|---|---|---|---|
| Model 1: HAI (0–100) | 0.978 | 0.970–0.986 | <0.001 |
| Model 2: Model 1 + age (years) | 0.987 | 0.979–0.996 | 0.004 |
| Model 3: Model 2 + smoking status (y/n) | 0.984 | 0.976–0.993 | 0.001 |
| Model 4: Model 3 + IPAQ | 0.981 | 0.972–0.991 | <0.001 |
| Model 5: Model 4 + professional status | 0.982 | 0.972–0.992 | <0.001 |
| Model 6: Model 5 + years of education | 0.987 | 0.976–0.997 | 0.01 |
| Model 7: Model 6 + financial status (low/moderate/good/very good) | 0.986 | 0.975–0.996 | 0.008 |
| Model 8: Model 7 + hours of sleep | 0.987 | 0.976–0.998 | 0.02 |
| Model 9: Model 8 + sex ( | 0.990 | 0.979–1.002 | 0.09 |
| Model 10: Model 9 + MedDietScore (0–55) | 0.995 | 0.981–1.01 | 0.54 |
Results are presented as odds ratios (OR) and 95% confidence interval. y = yes, n = no.
Figure 2Age trends of healthy aging in association with multimorbidity among men (blue line) and women (red line). Results are presented as odds ratios of the Healthy Aging Index (High vs. Low).