Risk and Population Attributable Fraction of Stroke Subtypes in Japan
Background: Associations of major risk factors for stroke with total and each type of stroke, as well as subtypes of ischemic stroke, and their population attributable fractions had not been examined comprehensively.Methods: Participants of the Japan Public Health Center-based prospective (JPHC) Stu...
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Published in | Journal of Epidemiology Vol. 34; no. 5; pp. 211 - 217 |
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Main Authors | , , , , , , , , , |
Format | Journal Article |
Language | English |
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Japan Epidemiological Association
05.05.2024
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Abstract | Background: Associations of major risk factors for stroke with total and each type of stroke, as well as subtypes of ischemic stroke, and their population attributable fractions had not been examined comprehensively.Methods: Participants of the Japan Public Health Center-based prospective (JPHC) Study Cohort II without histories of cardiovascular disease and cancer (n = 14,797) were followed from 1993 through 2012. Associations of current smoking, hypertension, diabetes, overweight (body mass index ≥25 kg/m2), non-high-density lipoprotein cholesterol (non-HDLC) categories, low HDLC (<40 mg/dL), urine protein, and history of arrhythmia were examined in a mutually-adjusted Cox regression model that included age and sex. Population attributable fractions (PAFs) were estimated using the hazard ratios and the prevalence of risk factors among cases.Results: Subjects with hypertension were 1.63 to 1.84 times more likely to develop any type of stroke. Diabetes, low HDLC, current smoking, overweight, urine protein, and arrhythmia were associated with risk of overall and ischemic stroke. Hypertension and urine protein were associated with risk of intracerebral hemorrhage, while current smoking, hypertension, and low non-HDLC were associated with subarachnoid hemorrhage. Hypertension alone accounted for more than a quarter of stroke incidence, followed by current smoking and diabetes. High non-HDLC, current smoking, low HDLC, and overweight contributed mostly to large-artery occlusive stroke. Arrhythmia explained 13.2% of embolic stroke. Combined PAFs of all the modifiable risk factors for total, ischemic, and large-artery occlusive strokes were 36.7%, 44.5%, and 61.5%, respectively.Conclusion: Although there are differences according to subtypes, hypertension could be regarded as the most crucial target for preventing strokes in Japan. |
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AbstractList | Associations of major risk factors for stroke with total and each type of stroke as well as subtypes of ischemic stroke and their population attributable fractions had not been examined comprehensively.
Participants of the Japan Public Health Center-based prospective (JPHC) Study Cohort II without histories of cardiovascular disease and cancer (n=14,797) were followed from 1993 through 2012. Associations of current smoking, hypertension, diabetes, overweight (body mass index ≥ 25 kg/m
), non-high-density lipoprotein cholesterol (non-HDLC) categories, low HDLC (< 40 mg/dL), urine protein, and history of arrhythmia were examined in a mutually-adjusted Cox regression model that included age and sex. Population attributable fraction (PAF) was estimated using the hazard ratios and the prevalence of risk factors among cases.
Subjects with hypertension were 1.63 to 1.84 times more likely to develop any type of stroke. Diabetes, low HDLC, current smoking, overweight, urine protein, and arrhythmia were associated with risk of overall and ischemic stroke. Hypertension and urine protein were associated with risk of intracerebral hemorrhage while current smoking, hypertension, and low non-HDLC were associated with subarachnoid hemorrhage. Hypertension alone accounted for more than a quarter of stroke incidence, followed by current smoking and diabetes. High non-HDLC, current smoking, low HDLC, and overweight contributed mostly to large-artery occlusive stroke. Arrhythmia explained 13.2% of embolic stroke. Combined PAFs of all the modifiable risk factors for total, ischemic and large-artery occlusive strokes were 36.7 and 44.5% and 61.5%, respectively.
Although there are differences according to the subtypes, hypertension could be regarded as the most crucial target for preventing strokes in Japan. Background: Associations of major risk factors for stroke with total and each type of stroke, as well as subtypes of ischemic stroke, and their population attributable fractions had not been examined comprehensively.Methods: Participants of the Japan Public Health Center-based prospective (JPHC) Study Cohort II without histories of cardiovascular disease and cancer (n = 14,797) were followed from 1993 through 2012. Associations of current smoking, hypertension, diabetes, overweight (body mass index ≥25 kg/m2), non-high-density lipoprotein cholesterol (non-HDLC) categories, low HDLC (<40 mg/dL), urine protein, and history of arrhythmia were examined in a mutually-adjusted Cox regression model that included age and sex. Population attributable fractions (PAFs) were estimated using the hazard ratios and the prevalence of risk factors among cases.Results: Subjects with hypertension were 1.63 to 1.84 times more likely to develop any type of stroke. Diabetes, low HDLC, current smoking, overweight, urine protein, and arrhythmia were associated with risk of overall and ischemic stroke. Hypertension and urine protein were associated with risk of intracerebral hemorrhage, while current smoking, hypertension, and low non-HDLC were associated with subarachnoid hemorrhage. Hypertension alone accounted for more than a quarter of stroke incidence, followed by current smoking and diabetes. High non-HDLC, current smoking, low HDLC, and overweight contributed mostly to large-artery occlusive stroke. Arrhythmia explained 13.2% of embolic stroke. Combined PAFs of all the modifiable risk factors for total, ischemic, and large-artery occlusive strokes were 36.7%, 44.5%, and 61.5%, respectively.Conclusion: Although there are differences according to subtypes, hypertension could be regarded as the most crucial target for preventing strokes in Japan. |
ArticleNumber | JE20220364 |
Author | Saito, Isao Tsugane, Shoichiro Iso, Hiroyasu Kokubo, Yoshihiro Sawada, Norie Li, Yuanying Inoue, Manami Yamagishi, Kazumasa Yatsuya, Hiroshi Muraki, Isao |
Author_xml | – sequence: 1 orcidid: 0000-0002-6220-9251 fullname: Yatsuya, Hiroshi organization: Department of Public Health and Health Systems, Nagoya University Graduate School of Medicine – sequence: 2 orcidid: 0000-0003-3301-5519 fullname: Yamagishi, Kazumasa organization: Department of Public Health Medicine, Faculty of Medicine, and Health Services Research and Development Center, University of Tsukuba – sequence: 3 orcidid: 0000-0002-4059-6406 fullname: Li, Yuanying organization: Department of Public Health and Health Systems, Nagoya University Graduate School of Medicine – sequence: 4 orcidid: 0000-0002-2521-9557 fullname: Saito, Isao organization: Department of Public Health and Epidemiology, Faculty of Medicine, Oita University – sequence: 5 orcidid: 0000-0003-0058-7721 fullname: Kokubo, Yoshihiro organization: Department of Preventive Cardiology, National Cerebral and Cardiovascular Center – sequence: 6 orcidid: 0000-0003-0058-7721 fullname: Muraki, Isao organization: Public Health, Department of Social and Environmental Medicine, Graduate School of Medicine, Osaka University – sequence: 7 orcidid: 0000-0003-1276-2398 fullname: Inoue, Manami organization: Division of Prevention, National Cancer Center Institute for Cancer Control – sequence: 8 orcidid: 0000-0003-4105-2774 fullname: Tsugane, Shoichiro organization: Division of Cohort Research, National Cancer Center Institute for Cancer Control – sequence: 9 orcidid: 0000-0002-9241-7289 fullname: Iso, Hiroyasu organization: The Institute for Global Health Policy, National Center for Global Health and Medicine – sequence: 10 orcidid: 0000-0002-9936-1476 fullname: Sawada, Norie organization: Division of Cohort Research, National Cancer Center Institute for Cancer Control |
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Cites_doi | 10.1016/j.atherosclerosis.2016.03.001 10.1161/CIRCULATIONAHA.113.002424 10.1161/01.STR.31.11.2616 10.1161/STROKEAHA.110.600759 10.1253/circj.CJ-16-1129 10.1161/01.STR.0000128794.30660.e8 10.1038/s41371-021-00534-3 10.1016/j.atherosclerosis.2014.01.005 10.1161/STROKEAHA.111.614313 10.1016/j.annepidem.2005.02.001 10.1038/s41440-019-0284-9 10.1212/WNL.0000000000007853 10.1038/s41440-022-01142-5 10.1161/CIRCULATIONAHA.108.795666 10.1111/jdi.12136 10.1093/oxfordjournals.aje.a009906 10.5551/jat.50385 10.1161/STROKEAHA.112.674812 10.1007/s13340-018-0380-0 10.1093/jjco/hyu096 10.2105/AJPH.88.1.15 10.2188/jea.11.6sup_81 10.1161/CIRCOUTCOMES.109.908517 10.2188/jea.JE20170298 10.1038/ajh.2008.356 10.1177/1010539519900685 10.1016/j.jstrokecerebrovasdis.2021.106203 10.1161/01.STR.20.11.1460 10.1161/STROKEAHA.108.538629 10.1186/s13690-022-00900-8 |
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References_xml | – reference: 8. Ministry of Health, Labour and Welfare, Japan. Comprehensive Survey of Living Conditions, 2019; 2019. – reference: 22. Chei CL, Yamagishi K, Kitamura A, et al. High-density lipoprotein subclasses and risk of stroke and its subtypes in Japanese population: the Circulatory Risk in Communities Study. Stroke. 2013;44:327–333. – reference: 11. Walker AE, Robins M, Weinfeld FD. The national survey of stroke. Clinical findings. Stroke. 1981;12(2 Pt 2 Suppl 1):I13–I44. – reference: 34. Mukai N, Hata J, Hirakawa Y, et al. Trends in the prevalence of type 2 diabetes and prediabetes in a Japanese community, 1988–2012: the Hisayama Study. Diabetol Int. 2019;10:198–205. – reference: 18. Rockhill B, Newman B, Weinberg C. Use and misuse of population attributable fractions. Am J Public Health. 1998;88:15–19. – reference: 15. Newcombe RG. Re: “Confidence limits made easy: interval estimation using a substitution method”. Am J Epidemiol. 1999;149:884–885; author reply 885–886. – reference: 21. Imamura T, Doi Y, Ninomiya T, et al. Non-high-density lipoprotein cholesterol and the development of coronary heart disease and stroke subtypes in a general Japanese population: the Hisayama Study. Atherosclerosis. 2014;233:343–348. – reference: 24. Imano H, Kitamura A, Sato S, et al. Trends for blood pressure and its contribution to stroke incidence in the middle-aged Japanese population: the Circulatory Risk in Communities Study (CIRCS). Stroke. 2009;40:1571–1577. – reference: 30. Ma C, Gurol ME, Huang Z, et al. Low-density lipoprotein cholesterol and risk of intracerebral hemorrhage: a prospective study. Neurology. 2019;93:e445–e457. – reference: 2. Saito I, Yamagishi K, Kokubo Y, et al. Non-high-density lipoprotein cholesterol and risk of stroke subtypes and coronary heart disease: the Japan Public Health Center-Based Prospective (JPHC) Study. J Atheroscler Thromb. 2020;27:363–374. – reference: 17. Ministry of Health, Labour and Welfare, Japan. National Health and Nutritional Survey, 2019; 2019. – reference: 14. Arafa A, Kashima R, Kokubo Y. New 2019 JSH guidelines and the risk of incident cardiovascular disease: The Suita Study. Hypertens Res. 2023;46:583–588. – reference: 31. Noda H, Iso H, Irie F, et al. Low-density lipoprotein cholesterol concentrations and death due to intraparenchymal hemorrhage: the Ibaraki Prefectural Health Study. Circulation. 2009;119:2136–2145. – reference: 5. Mannami T, Iso H, Baba S, et al. Cigarette smoking and risk of stroke and its subtypes among middle-aged Japanese men and women: the JPHC Study Cohort I. Stroke. 2004;35:1248–1253. – reference: 23. Watanabe J, Kakehi E, Kotani K, Kayaba K, Nakamura Y, Ishikawa S. High-density lipoprotein cholesterol and risk of stroke subtypes: Jichi Medical School Cohort Study. Asia Pac J Public Health. 2020;32:27–34. – reference: 9. Cui R, Iso H, Yamagishi K, et al. Trends in the proportions of stroke subtypes and coronary heart disease in the Japanese men and women from 1995 to 2009. Atherosclerosis. 2016;248:219–223. – reference: 13. Umemura S, Arima H, Arima S, et al. The Japanese Society of Hypertension Guidelines for the Management of Hypertension (JSH 2019). Hypertens Res. 2019;42:1235–1481. – reference: 1. Li Y, Yatsuya H, Iso H, et al. Body Mass Index and Risks of Incident Ischemic Stroke Subtypes: The Japan Public Health Center-Based Prospective (JPHC) Study. J Epidemiol. 2019 Sep 5;29(9):325–333. – reference: 19. Tanizaki Y, Kiyohara Y, Kato I, et al. Incidence and risk factors for subtypes of cerebral infarction in a general population: the Hisayama study. Stroke. 2000;31:2616–2622. – reference: 28. Sato F, Nakamura Y, Kayaba K, Ishikawa S. Stroke risk due to smoking characterized by sex differences in Japan: the Jichi Medical School Cohort Study. J Stroke Cerebrovasc Dis. 2022;31:106203. – reference: 7. Ministry of Health, Labour and Welfare, Japan. Vital Statistics in Japan; 2022. – reference: 32. Hisamatsu T, Miura K. Epidemiology and control of hypertension in Japan: a comparison with Western countries. J Hum Hypertens. 2021. – reference: 27. Okamoto K, Horisawa R, Ohno Y. The relationships of gender, cigarette smoking, and hypertension with the risk of aneurysmal subarachnoid hemorrhage: a case-control study in Nagoya, Japan. Ann Epidemiol. 2005;15:744–748. – reference: 10. Tsugane S, Sawada N. The JPHC study: design and some findings on the typical Japanese diet. Jpn J Clin Oncol. 2014;44:777–782. – reference: 16. Plass D, Hilderink H, Lehtomäki H, et al. Estimating risk factor attributable burden - challenges and potential solutions when using the comparative risk assessment methodology. Arch Public Health. 2022;80:148. – reference: 3. Cui R, Iso H, Yamagishi K, et al. Diabetes mellitus and risk of stroke and its subtypes among Japanese: the Japan public health center study. 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SubjectTerms | Cardiovascular Disease cohort study Original population attributable fraction risk factor stroke |
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Title | Risk and Population Attributable Fraction of Stroke Subtypes in Japan |
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