Association between Social Isolation and Loneliness with Estimated Atherosclerotic Cardiovascular Disease Risk in a UK Biobank Population-Based Study
Abstract
:1. Introduction
2. Methods
2.1. UK Biobank Population
2.2. Ethical Considerations
2.3. Study Population
2.4. Estimated 10-Year ASCVD Risk
2.5. Social Isolation and Loneliness
2.6. Covariates
2.7. Statistical Analysis
3. Results
4. Discussion
Strengths and Limitations
5. Conclusions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Men N = 142,302 | Women N = 159,248 | p-Value | |||
---|---|---|---|---|---|
Age (years) (mean, SD) | 56.08 | 8.16 | 55.49 | 7.97 | <0.001 |
Estimated 10-year ASCVD risk (%) (mean, SD) | 8.63 | 6.70 | 2.65 | 3.02 | <0.001 |
High level of ASCVD risk (>7.5%) | 65,626 | 46.12% | 9624 | 6.04% | <0.001 |
Physical activity | <0.001 | ||||
High | 33,194 | 23.33% | 30,749 | 19.31% | |
Moderate | 72,998 | 51.30% | 85,003 | 53.38% | |
Low | 36,110 | 25.38% | 43,496 | 27.31% | |
BMI (kg/m2) (mean, SD) | 27.65 | 4.11 | 26.82 | 5.05 | <0.001 |
BMI | <0.001 | ||||
High | 33,783 | 23.74% | 34,710 | 21.80% | |
Moderate | 71,379 | 50.16% | 58,088 | 36.48% | |
Low | 37,140 | 26.10% | 66,450 | 41.73% | |
Couple | 111,442 | 78.35% | 109,783 | 68.96% | <0.001 |
Education | <0.001 | ||||
High | 54,698 | 38.44% | 57,688 | 36.23% | |
Moderate | 61,500 | 43.22% | 73,934 | 46.43% | |
Low | 26,104 | 18.34% | 27,626 | 17.35% | |
Income | <0.001 | ||||
High | 44,646 | 31.37% | 40,272 | 25.29% | |
Moderate | 73,146 | 51.40% | 83,464 | 52.41% | |
Low | 24,510 | 17.22% | 35,512 | 22.30% | |
Townsend deprivation quintiles | <0.001 | ||||
Q1 | 29,276 | 20.57% | 31,110 | 19.54% | |
Q2 | 28,828 | 20.26% | 31,527 | 19.80% | |
Q3 | 28,307 | 19.89% | 32,004 | 20.10% | |
Q4 | 27,655 | 19.43% | 32,623 | 20.49% | |
Q5 | 28,236 | 19.84% | 31,984 | 20.08% | |
Antidepressant medication | 6209 | 4.36% | 13,967 | 8.77% | <0.001 |
Antihypertensive medication | 28,179 | 19.80% | 23,651 | 14.85% | <0.001 |
Diabetes | 9835 | 6.91% | 7115 | 4.47% | <0.001 |
Black people | 461 | 0.32% | 750 | 0.47% | <0.001 |
Current smoking | 16,685 | 11.74% | 13,832 | 8.70% | <0.001 |
HDL cholesterol (mmol/L) (mean, SD) | 1.29 | 0.31 | 1.61 | 0.37 | <0.001 |
Total cholesterol (mmol/L) (mean, SD) | 5.59 | 1.09 | 5.88 | 1.11 | <0.001 |
Triglycerides (mmol/L) (mean, SD) | 1.97 | 1.15 | 1.52 | 0.84 | <0.001 |
SBP (mmHg) (mean, SD) | 138.97 | 15.84 | 126.76 | 17.41 | <0.001 |
eGFR (mL/min/1.73 m2) (mean, SD) | 98.15 | 26.65 | 132.67 | 33.65 | <0.001 |
Chronic kidney disease | 5723 | 4.02% | 913 | 0.57% | <0.001 |
Social isolation | 12,999 | 9.13% | 13,455 | 8.45% | <0.001 |
Loneliness | 8698 | 6.11% | 8857 | 5.56% | <0.001 |
Both social isolation and loneliness | 2213 | 1.56% | 1722 | 1.08% | <0.001 |
Continuous Estimated 10-Year ASCVD Risk | Estimated 10-Year ASCVD Risk Superior to 7.5% | |||||||
---|---|---|---|---|---|---|---|---|
Men | Age-Adjusted Model | All Covariate-Adjusted Model | Age-Adjusted Model | All Covariate-Adjusted Model | ||||
Beta (95% CI) | p-Value | Beta (95% CI) | p-Value | OR 95% CI | p-Value | OR 95% CI | p-Value | |
Loneliness | 0.30 (0.24; 0.36) | <0.001 | 0.08 (0.03; 0.14) | 0.001 | 1.19 [1.12–1.26] | <0.001 | 1.01 [0.95–1.07] | 0.735 |
Social isolation | 0.41 (0.37; 0.47) | <0.001 | 0.21 (0.16; 0.26) | <0.001 | 1.30 [1.24–1.36] | <0.001 | 1.14 [1.08–1.20] | <0.001 |
Both social isolation and loneliness * | 0.90 (0.73; 1.08) | <0.001 | 0.44 (0.28; 0.61) | <0.001 | 1.54 [1.38–1.72] | <0.001 | 1.15 [1.02–1.29] | 0.028 |
Continuous Estimated 10-Year ASCVD Risk | Estimated 10-Year ASCVD Risk Superior to 7.5% | |||||||
---|---|---|---|---|---|---|---|---|
Women | Age-Adjusted Model | All Covariate-Adjusted Model | Age-Adjusted Model | All Covariate-Adjusted Model | ||||
Beta (95%CI) | p-Value | Beta (95%CI) | p-Value | OR 95% CI | p-Value | OR 95% CI | p-Value | |
Loneliness | 0.08 (0.06; 0.11) | <0.001 | 0.01 (−0.01; 0.03) | 0.217 | 1.25 [1.14–1.37] | <0.001 | 1.09 [0.99–1.20] | 0.058 |
Social isolation | 0.22 (0.20; 0.24) | <0.001 | 0.12 (0.10; 0.14) | <0.001 | 1.62 [1.51–1.73] | <0.001 | 1.37 [1.27–1.49] | <0.001 |
Both social isolation and loneliness * | 0.39 (0.30; 0.48) | <0.001 | 0.20 (0.12; 0.29) | <0.001 | 2.39 [2.02–2.83] | <0.001 | 1.81 [1.52–2.16] | <0.001 |
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Vallée, A. Association between Social Isolation and Loneliness with Estimated Atherosclerotic Cardiovascular Disease Risk in a UK Biobank Population-Based Study. Int. J. Environ. Res. Public Health 2023, 20, 2869. https://doi.org/10.3390/ijerph20042869
Vallée A. Association between Social Isolation and Loneliness with Estimated Atherosclerotic Cardiovascular Disease Risk in a UK Biobank Population-Based Study. International Journal of Environmental Research and Public Health. 2023; 20(4):2869. https://doi.org/10.3390/ijerph20042869
Chicago/Turabian StyleVallée, Alexandre. 2023. "Association between Social Isolation and Loneliness with Estimated Atherosclerotic Cardiovascular Disease Risk in a UK Biobank Population-Based Study" International Journal of Environmental Research and Public Health 20, no. 4: 2869. https://doi.org/10.3390/ijerph20042869
APA StyleVallée, A. (2023). Association between Social Isolation and Loneliness with Estimated Atherosclerotic Cardiovascular Disease Risk in a UK Biobank Population-Based Study. International Journal of Environmental Research and Public Health, 20(4), 2869. https://doi.org/10.3390/ijerph20042869