Hostname: page-component-76fb5796d-9pm4c Total loading time: 0 Render date: 2024-04-27T00:35:05.045Z Has data issue: false hasContentIssue false

Sociodemographic moderation of the association between depression and stroke incidence in a retrospective cohort of 0.4 million primary care recipients with hypertension

Published online by Cambridge University Press:  11 June 2020

Francisco T. T. Lai
Affiliation:
The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong, People's Republic of China
Stewart W. Mercer
Affiliation:
Usher Institute, The University of Edinburgh, Edinburgh, Scotland, UK
Bruce Guthrie
Affiliation:
Usher Institute, The University of Edinburgh, Edinburgh, Scotland, UK
Benjamin H. K. Yip
Affiliation:
The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong, People's Republic of China
Gary K. K. Chung
Affiliation:
The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong, People's Republic of China
Dan Zou
Affiliation:
The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong, People's Republic of China
Kam-Pui Lee
Affiliation:
The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong, People's Republic of China
Patsy Y. K. Chau
Affiliation:
The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong, People's Republic of China
Roger Y. Chung
Affiliation:
The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong, People's Republic of China
Eliza L. Y. Wong
Affiliation:
The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong, People's Republic of China
Eng-Kiong Yeoh
Affiliation:
The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong, People's Republic of China
Samuel Y. S. Wong*
Affiliation:
The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong, People's Republic of China
*
Author for correspondence: Samuel Y. S. Wong, E-mail: yeungshanwong@cuhk.edu.hk

Abstract

Background

Previous research has suggested an association between depression and subsequent acute stroke incidence, but few studies have examined any effect modification by sociodemographic factors. In addition, no studies have investigated this association among primary care recipients with hypertension.

Methods

We examined the anonymized records of all public general outpatient visits by patients aged 45+ during January 2007–December 2010 in Hong Kong to extract primary care patients with hypertension for analysis. We took the last consultation date as the baseline and followed them up for 4 years (until 2011–2014) to observe any subsequent acute hospitalization due to stroke. Mixed-effects Cox models (random intercept across 74 included clinics) were implemented to examine the association between depression (ICPC diagnosis or anti-depressant prescription) at baseline and the hazard of acute stroke (ICD-9: 430–437.9). Effect modification by age, sex, and recipient status of social security assistance was examined in extended models with respective interaction terms specified.

Results

In total, 396 858 eligible patients were included, with 9099 (2.3%) having depression, and 10 851 (2.7%) eventually hospitalized for stroke. From the adjusted analysis, baseline depression was associated with a 17% increased hazard of acute stroke hospitalization [95% confidence interval (CI) 1.03–1.32]. This association was suggested to be even stronger among men than among women (hazard ratio = 1.29, 95% CI 1.00–1.67).

Conclusion

Depression is more strongly associated with acute stroke incidence among male than female primary care patients with hypertension. More integrated services are warranted to address their needs.

Type
Original Article
Copyright
Copyright © The Author(s), 2020. Published by Cambridge University Press

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Abajobir, A. A., Abate, K. H., Abbafati, C., Abbas, K. M., Abd-Allah, F., Abdulkader, R. S., … Zuhlke, L. J. (2017). Global, regional, and national disability-adjusted life-years (DALYs) for 333 diseases and injuries and healthy life expectancy (HALE) for 195 countries and territories, 1990–2016: A systematic analysis for the global burden of disease study 2016. The Lancet, 390(10100), 12601344. https://doi.org/10.1016/S0140-6736(17)32130-X.Google Scholar
Barlinn, K., Kepplinger, J., Puetz, V., Illigens, B. M., Bodechtel, U., & Siepmann, T. (2014). Exploring the risk-factor association between depression and incident stroke: A systematic review and meta-analysis. Neuropsychiatric Disease and Treatment, 11, 114. https://doi.org/10.2147/NDT.S63904.CrossRefGoogle ScholarPubMed
Bos, M. J., Lindén, T., Koudstaal, P. J., Hofman, A., Skoog, I., Breteler, M. M. B., & Tiemeier, H. (2008). Depressive symptoms and risk of stroke: The Rotterdam Study. Journal of Neurology, Neurosurgery & Psychiatry, 79(9), 9971001. https://doi.org/10.1136/jnnp.2007.134965.CrossRefGoogle ScholarPubMed
Bucciarelli, V., Caterino, A. L., Bianco, F., Caputi, C. G., Salerni, S., Sciomer, S., … Gallina, S. (2019). Depression and cardiovascular disease: The deep blue sea of women's heart. Trends in Cardiovascular Medicine, 30(3), 170176. https://doi.org/https://doi.org/10.1016/j.tcm.2019.05.001.CrossRefGoogle ScholarPubMed
Chan, C. W., & Leung, S. F. (2014). Lifestyle health behaviors of Hong Kong Chinese: Results of a cluster analysis. Asia Pacific Journal of Public Health, 27(3), 293302. https://doi.org/10.1177/1010539514555214.CrossRefGoogle ScholarPubMed
Chee, KY, Tripathi, A, Avasthi, A, Chong, M-Y, Sim, K, Yang, S-Y, … Sartorius, N. (2015). International study on antidepressant prescription pattern at 40 major psychiatric institutions and hospitals in Asia: A 10-year comparison study. Asia Pac Psychiatry, 7(4), 366374. doi:10.1111/appy.12176CrossRefGoogle Scholar
Chirinos, D. A., Medina-Lezama, J., Salinas-Najarro, B., Arguelles, W., Llabre, M. M., Schneiderman, N., … Chirinos, J. A. (2015). Depressive symptoms and carotid intima–media thickness in South American Hispanics: Results from the PREVENCION study. Journal of Behavioral Medicine, 38(2), 284293. https://doi.org/10.1007/s10865-014-9599-9.CrossRefGoogle ScholarPubMed
Cho, Y., Lim, T. H., Kang, H., Lee, Y., Lee, H., & Kim, H. (2019). Socioeconomic status and depression as combined risk factors for acute myocardial infarction and stroke: A population-based study of 2.7 million Korean adults. Journal of Psychosomatic Research, 121, 1423. https://doi.org/10.1016/j.jpsychores.2019.01.016.CrossRefGoogle ScholarPubMed
Chung, K. F., & Wong, M. C. (2004). Experience of stigma among Chinese mental health patients in Hong Kong. Psychiatric Bulletin, 28(12), 451454. https://doi.org/DOI10.1192/pb.28.12.451.CrossRefGoogle Scholar
Department of Health. (2017). Report of Population Health Survey 2014/15. Retrieved from https://www.chp.gov.hk/files/pdf/dh_phs_2014_15_full_report_eng.pdf.Google Scholar
Doktorchik, C, Patten, S, Eastwood, C, Peng, M, Chen, G, Beck, CA...Quan, H. (2019). Validation of a case definition for depression in administrative data against primary chart data as a reference standard. BMC Psychiatry, 19, 9. https://doi.org/10.1186/s12888-018-1990-6.CrossRefGoogle ScholarPubMed
Dong, J.-Y., Zhang, Y.-H., Tong, J., & Qin, L.-Q. (2012). Depression and risk of stroke: A meta-analysis of prospective studies. Stroke, 43(1), 3237. https://doi.org/10.1161/STROKEAHA.111.630871.CrossRefGoogle ScholarPubMed
Fang, S., Wang, X. Q., Yang, B. X., Liu, X. J., Morris, D. L., & Yu, S. H. (2019). Survey of Chinese persons managing depressive symptoms: Help-seeking behaviours and their influencing factors. Comprehensive Psychiatry, 95, 152127. https://doi.org/https://doi.org/10.1016/j.comppsych.2019.152127.CrossRefGoogle ScholarPubMed
Fiore, V., Marci, M., Poggi, A., Giagulli, V. A., Licchelli, B., Iacoviello, M., … Triggiani, V. (2015). The association between diabetes and depression: A very disabling condition. Endocrine, 48(1), 1424. https://doi.org/10.1007/s12020-014-0323-x.CrossRefGoogle ScholarPubMed
Flint, A. C., Conell, C., Ren, X., Kamel, H., Chan, S. L., Rao, V. A., & Johnston, S. C. (2017). Statin adherence is associated with reduced recurrent stroke risk in patients with or without atrial fibrillation. Stroke, 48(7), 17881794. https://doi.org/10.1161/STROKEAHA.117.017343.CrossRefGoogle ScholarPubMed
Gan, Y., Gong, Y., Tong, X., Sun, H., Cong, Y., Dong, X., … Lu, Z. (2014). Depression and the risk of coronary heart disease: A meta-analysis of prospective cohort studies. BMC Psychiatry, 14(1), 371. https://doi.org/10.1186/s12888-014-0371-z.CrossRefGoogle ScholarPubMed
Gillespie, S. L., Anderson, C. M., Zhao, S., Tan, Y., Kline, D., Brock, G., … Joseph, J. J. (2019). Allostatic load in the association of depressive symptoms with incident coronary heart disease: The Jackson heart study. Psychoneuroendocrinology, 109, 104369. https://doi.org/10.1016/j.psyneuen.2019.06.020.CrossRefGoogle ScholarPubMed
Gunn, J. (2015). Designing care for people with mixed mental and physical multimorbidity. BMJ (Clinical Research Ed.), 350, h712. England.Google ScholarPubMed
Hamano, T., Li, X., Lönn, S. L., Nabika, T., Shiwaku, K., Sundquist, J., & Sundquist, K. (2015). Depression, stroke and gender: Evidence of a stronger association in men. Journal of Neurology, Neurosurgery & Psychiatry, 86(3), 319323. https://doi.org/10.1136/jnnp-2014-307616.CrossRefGoogle ScholarPubMed
Kamel, H., Okin, P. M., Elkind, M. S. V, & Iadecola, C. (2016). Atrial fibrillation and mechanisms of stroke. Stroke, 47(3), 895900. https://doi.org/10.1161/STROKEAHA.115.012004.CrossRefGoogle ScholarPubMed
Keller, M. C. (2014). Gene × environment interaction studies have not properly controlled for potential confounders: The problem and the (simple) solution. Biological Psychiatry, 75(1), 1824. https://doi.org/10.1016/j.biopsych.2013.09.006.CrossRefGoogle Scholar
Kretchy, I. A., Owusu-Daaku, F. T., & Danquah, S. A. (2014). Mental health in hypertension: Assessing symptoms of anxiety, depression and stress on anti-hypertensive medication adherence. International Journal of Mental Health Systems, 8(1), 25. https://doi.org/10.1186/1752-4458-8-25.CrossRefGoogle ScholarPubMed
Lam, T. H., Li, Z. B., Ho, S. Y., Chan, W. M., Ho, K. S., Li, M. P., & Leung, G. M. (2004). Smoking and depressive symptoms in Chinese elderly in Hong Kong. Acta Psychiatrica Scandinavica, 110(3), 195200. https://doi.org/10.1111/j.1600-0447.2004.00342.x.CrossRefGoogle ScholarPubMed
Larsson, S. C., Scott, R. A., Traylor, M., Langenberg, C. C., Hindy, G., Melander, O., … Markus, H. S. (2017). Type 2 diabetes, glucose, insulin, BMI, and ischemic stroke subtypes. Neurology, 89(5), 454460. https://doi.org/10.1212/WNL.0000000000004173.CrossRefGoogle ScholarPubMed
Leung, G. M., Tin, K. Y. K., & O'Donnell, O. (2009). Redistribution or horizontal equity in Hong Kong's mixed public–private health system: A policy conundrum. Health Economics, 18(1), 3754. https://doi.org/10.1002/hec.1342.CrossRefGoogle ScholarPubMed
Lindqvist, D., Dhabhar, F. S., James, S. J., Hough, C. M., Jain, F. A., Bersani, F. S., … Mellon, S. H. (2017). Oxidative stress, inflammation and treatment response in major depression. Psychoneuroendocrinology, 76, 197205. https://doi.org/https://doi.org/10.1016/j.psyneuen.2016.11.031.CrossRefGoogle ScholarPubMed
Lundström, S., Jormfeldt, H., Hedman Ahlström, B., & Skärsäter, I. (2019). Health-related lifestyle and perceived health among people with severe mental illness: Gender differences and degree of sense of coherence. Archives of Psychiatric Nursing, 33(2), 182188. https://doi.org/https://doi.org/10.1016/j.apnu.2018.12.002.CrossRefGoogle ScholarPubMed
McShane, B. B., Gal, D., Gelman, A., Robert, C., & Tackett, J. L. (2019). Abandon statistical significance. The American Statistician, 73(sup1), 235245. https://doi.org/10.1080/00031305.2018.1527253.CrossRefGoogle Scholar
Pan, A., Sun, Q., Okereke, O. I., Rexrode, K. M., & Hu, F. B. (2011). Depression and risk of stroke morbidity and mortality: A meta-analysis and systematic review. JAMA, 306(11), 12411249. https://doi.org/10.1001/jama.2011.1282.CrossRefGoogle ScholarPubMed
Peters, S. A. E., Huxley, R. R., & Woodward, M. (2013). Smoking as a risk factor for stroke in women compared with men. Stroke, 44(10), 28212828. https://doi.org/10.1161/STROKEAHA.113.002342.CrossRefGoogle ScholarPubMed
Rajaratnam, K., Xiang, Y.-T., Tripathi, A., Chiu, H. F. K., Si, T.-M., Chee, K.-Y., … Sim, K. (2016). Factors associated with antidepressant dosing in Asia: Findings from the research on Asian psychotropic prescription study. Journal of Clinical Psychopharmacology, 36(6), 716719. Retrieved from https://journals.lww.com/psychopharmacology/Fulltext/2016/12000/Factors_Associated_With_Antidepressant_Dosing_in.26.aspx.CrossRefGoogle ScholarPubMed
Rutten-Jacobs, L. C. A., Tozer, D. J., Duering, M., Malik, R., Dichgans, M., Markus, H. S., & Traylor, M. (2018). Genetic study of white matter integrity in UK biobank (N = 8448) and the overlap with stroke, depression, and dementia. Stroke, 49(6), 13401347. https://doi.org/10.1161/STROKEAHA.118.020811.CrossRefGoogle ScholarPubMed
Seidler, Z. E., Dawes, A. J., Rice, S. M., Oliffe, J. L., & Dhillon, H. M. (2016). The role of masculinity in men's help-seeking for depression: A systematic review. Clinical Psychology Review, 49, 106118. https://doi.org/https://doi.org/10.1016/j.cpr.2016.09.002.CrossRefGoogle ScholarPubMed
Shah, T. G., Sutaria, J. M., & Vyas, M. V. (2019). The association between pulmonary hypertension and stroke: A systematic review and meta-analysis. International Journal of Cardiology, 295, 2124. https://doi.org/https://doi.org/10.1016/j.ijcard.2019.07.085.CrossRefGoogle ScholarPubMed
Shin, J.-Y., Park, M.-J., Lee, S. H., Choi, S.-H., Kim, M.-H., Choi, N.-K., … Park, B.-J. (2015). Risk of intracranial haemorrhage in antidepressant users with concurrent use of non-steroidal anti-inflammatory drugs: Nationwide propensity score matched study. BMJ: British Medical Journal, 351, h3517. https://doi.org/10.1136/bmj.h3517.CrossRefGoogle ScholarPubMed
Sin, N. L., Kumar, A. D., Gehi, A. K., & Whooley, M. A. (2016). Direction of association between depressive symptoms and lifestyle behaviors in patients with coronary heart disease: The heart and soul study. Annals of Behavioral Medicine: A Publication of the Society of Behavioral Medicine, 50(4), 523532. https://doi.org/10.1007/s12160-016-9777-9.CrossRefGoogle ScholarPubMed
Spikes, T., Higgins, M., Quyyumi, A., Reilly, C., Pemu, P., & Dunbar, S. (2019). The relationship among health beliefs, depressive symptoms, medication adherence, and social support in African Americans with hypertension. The Journal of Cardiovascular Nursing, 34(1), 4451. https://doi.org/10.1097/JCN.0000000000000519.CrossRefGoogle ScholarPubMed
Sun, J., Ma, H., Yu, C., Lv, J., Guo, Y., Bian, Z., … Li, L. (2016). Association of major depressive episodes with stroke risk in a prospective study of 0.5 Million Chinese adults. Stroke, 47(9), 22032208. https://doi.org/10.1161/STROKEAHA.116.013512.CrossRefGoogle Scholar
Therneau, T. M. (2018). Mixed Effects Cox Models [R package coxme version 2.2-16].Google Scholar
Trajkova, S., d'Errico, A., Soffietti, R., Sacerdote, C., & Ricceri, F. (2019). Use of antidepressants and risk of incident stroke: A systematic review and meta-analysis. Neuroepidemiology, 53(3–4), 142151. https://doi.org/10.1159/000500686.CrossRefGoogle ScholarPubMed
Wassertheil-Smoller, S., Qi, Q., Dave, T., Mitchell, B. D., Jackson, R. D., Liu, S., … Smoller, J. W. (2018). Polygenic risk for depression increases risk of ischemic stroke: From the stroke genetics network study. Stroke, 49(3), 543548. https://doi.org/10.1161/STROKEAHA.117.018857.CrossRefGoogle ScholarPubMed
Wium-Andersen, M. K., Wium-Andersen, I. K., Prescott, E. I. B., Overvad, K., Jørgensen, M. B., & Osler, M. (2019). An attempt to explain the bidirectional association between ischaemic heart disease, stroke and depression: A cohort and meta-analytic approach. The British Journal of Psychiatry: The Journal of Mental Science, 18. https://doi.org/10.1192/bjp.2019.130.Google Scholar
Yaghi, S., & Elkind, M. S. N (2015). Lipids and cerebrovascular disease. Stroke, 46(11), 33223328. https://doi.org/10.1161/STROKEAHA.115.011164.CrossRefGoogle ScholarPubMed
Zhang, J., Ou, J.-X., & Bai, C.-X. (2011). Tobacco smoking in China: Prevalence, disease burden, challenges and future strategies. Respirology (Carlton, Vic.), 16(8), 11651172. https://doi.org/10.1111/j.1440-1843.2011.02062.x.CrossRefGoogle ScholarPubMed
Supplementary material: File

Lai et al. supplementary material

Table S1

Download Lai et al. supplementary material(File)
File 14.4 KB
Supplementary material: File

Lai et al. supplementary material

Table S2

Download Lai et al. supplementary material(File)
File 15.8 KB