Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Article
  • Special Issue: Current evidence and perspectives for hypertension management in Asia
  • Published:

Impact of diabetic status and contribution of office and home blood pressure across diabetic status for cardiovascular disease: the J-HOP study

Abstract

Few studies have investigated whether the prognostic power of home blood pressure (BP) for cardiovascular disease (CVD) events differs across subjects with different diabetic status. We used the dataset of the J-HOP (Japan Morning Surge-Home Blood Pressure) study, which enrolled patients having cardiovascular risks to investigate relationships between home BP and CVD events. We classified the patients as having diabetes mellitus (DM), prediabetes or normal glucose metabolism (NGM) as follows: for DM, a self-reported history of physician-diagnosed DM and/or use of DM medication, a fasting plasma glucose ≥126 mg/dL, a casual plasma glucose level ≥200 mg/dL or hemoglobin A1c (HbA1c) ≥6.5% (n = 1034); for prediabetes, HbA1c of 5.7–6.4% (n = 1167), and for NGM, those who remained (n = 2024). CVD outcome was defined as coronary artery disease, stroke or heart failure. During a median 6.2 ± 3.8 years of follow-up, 259 CVD events occurred. Analysis found both prediabetes (Unadjusted Hazard ratio [uHR], 1.43; 95% confidence interval [CI], 1.05–1.95), and DM (uHR, 2.13; 95% CI, 1.59–2.85) as risks of CVD compared to NGM. In DM, patients with a 10-mmHg elevation of office systolic BP (SBP) and morning home SBP had 16% and 14% higher risks for CVD events. In the prediabetes group, only an elevated morning home SBP conferred a risk of CVD events (uHR, 1.15; 95% CI, 1.00–1.31), but this association did not hold for the adjusted model. Like DM, prediabetes should be recognized as a risk for CVD events, albeit weakly. Elevated home BP contributes to increased CVD risk in diabetes.

Our study demonstrated the impact of prediabetes and diabetes on CVD and the impact of office and home BP on CVD events in each group.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Fig. 1

Similar content being viewed by others

References

  1. Umemura S, Arima H, Arima S, Asayama K, Dohi Y, Hirooka Y, et al. The Japanese Society of hypertension guidelines for the management of hypertension (JSH 2019). Hypertens Res. 2019;42:1235–481.

    Article  PubMed  Google Scholar 

  2. American Diabetes A. 10. Cardiovascular disease and risk management: standards of medical care in diabetes-2021. Diabetes Care. 2021;44:S125–50.

    Article  Google Scholar 

  3. Hu G, Sarti C, Jousilahti P, Peltonen M, Qiao Q, Antikainen R, et al. The impact of history of hypertension and type 2 diabetes at baseline on the incidence of stroke and stroke mortality. Stroke. 2005;36:2538–43.

    Article  PubMed  Google Scholar 

  4. Hu G, Jousilahti P, Tuomilehto J. Joint effects of history of hypertension at baseline and type 2 diabetes at baseline and during follow-up on the risk of coronary heart disease. Eur Heart J. 2007;28:3059–66.

    Article  PubMed  Google Scholar 

  5. Imai Y, Hirata T, Saitoh S, Ninomiya T, Miyamoto Y, Ohnishi H, et al. Impact of hypertension stratified by diabetes on the lifetime risk of cardiovascular disease mortality in Japan: a pooled analysis of data from the Evidence for Cardiovascular Prevention from Observational Cohorts in Japan study. Hypertens Res. 2020;43:1437–44.

    Article  PubMed  Google Scholar 

  6. Tanaka A, Node K. Hypertension in diabetes care: emerging roles of recent hypoglycemic agents. Hypertens Res. 2021;44:897–905.

    Article  PubMed  Google Scholar 

  7. Group SR, Wright JT Jr, Williamson JD, Whelton PK, Snyder JK, Sink KM, et al. A randomized trial of intensive versus standard blood-pressure control. N. Engl J Med. 2015;373:2103–16.

    Article  Google Scholar 

  8. Group AS, Cushman WC, Evans GW, Byington RP, Goff DC Jr, Grimm RH Jr, et al. Effects of intensive blood-pressure control in type 2 diabetes mellitus. N. Engl J Med. 2010;362:1575–85.

    Article  Google Scholar 

  9. Whelton PK, Carey RM, Aronow WS, Casey DE Jr., Collins KJ, Dennison Himmelfarb C, et al. 2017 ACC/AHA/AAPA/ABC/ACPM/AGS/APhA/ASH/ASPC/NMA/PCNA Guideline for the prevention, detection, evaluation, and management of high blood pressure in adults: a report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines. J Am Coll Cardiol. 2018;71:e127–248.

    Article  PubMed  Google Scholar 

  10. Noguchi Y, Asayama K, Staessen JA, Inaba M, Ohkubo T, Hosaka M, et al. Predictive power of home blood pressure and clinic blood pressure in hypertensive patients with impaired glucose metabolism and diabetes. J Hypertens. 2013;31:1593–602.

    Article  CAS  PubMed  Google Scholar 

  11. Ushigome E, Kitagawa N, Kitagawa N, Tanaka T, Hasegawa G, Ohnishi M, et al. Predictive power of home blood pressure measurement for cardiovascular outcomes in patients with type 2 diabetes: KAMOGAWA-HBP study. Hypertens Res. 2021;44:348–54.

    Article  PubMed  Google Scholar 

  12. Cai X, Zhang Y, Li M, Wu JH, Mai L, Li J, et al. Association between prediabetes and risk of all cause mortality and cardiovascular disease: updated meta-analysis. BMJ. 2020;370:m2297.

    Article  PubMed  PubMed Central  Google Scholar 

  13. Hoshide S, Yano Y, Haimoto H, Yamagiwa K, Uchiba K, Nagasaka S, et al. Morning and evening home blood pressure and risks of incident stroke and coronary artery disease in the Japanese general practice population: the Japan morning surge-home blood pressure study. Hypertension. 2016;68:54–61.

    Article  CAS  PubMed  Google Scholar 

  14. Waki H, Hoshide S, Kario K. Left ventricular mass as a predictor of cardiovascular events in the era of hypertension management using home blood pressure measurement: the J-HOP study. Hypertens Res. 2022;45:1240–8.

    Article  CAS  PubMed  Google Scholar 

  15. Narita K, Hoshide S, Kario K. Difference between morning and evening home blood pressure and cardiovascular events: the J-HOP Study (Japan Morning Surge-Home Blood Pressure). Hypertens Res. 2021;44:1597–605.

    Article  PubMed  Google Scholar 

  16. Anwar YA, Giacco S, McCabe EJ, Tendler BE, White WB. Evaluation of the efficacy of the Omron HEM-737 IntelliSense device for use on adults according to the recommendations of the Association for the Advancement of Medical Instrumentation. Blood Press Monit. 1998;3:261–5.

    CAS  PubMed  Google Scholar 

  17. Imai Y, Otsuka K, Kawano Y, Shimada K, Hayashi H, Tochikubo O, et al. Japanese society of hypertension (JSH) guidelines for self-monitoring of blood pressure at home. Hypertens Res. 2003;26:771–82.

    Article  PubMed  Google Scholar 

  18. American Diabetes A. 2. Classification and diagnosis of diabetes: standards of medical care in diabetes-2021. Diabetes Care. 2021;44:S15–33.

    Article  Google Scholar 

  19. Kanda Y. Investigation of the freely available easy-to-use software ‘EZR’ for medical statistics. Bone Marrow Transpl. 2013;48:452–8.

    Article  CAS  Google Scholar 

  20. Shah AD, Langenberg C, Rapsomaniki E, Denaxas S, Pujades-Rodriguez M, Gale CP, et al. Type 2 diabetes and incidence of cardiovascular diseases: a cohort study in 1.9 million people. Lancet Diabetes Endocrinol. 2015;3:105–13.

    Article  PubMed  PubMed Central  Google Scholar 

  21. Islam Z, Akter S, Inoue Y, Hu H, Kuwahara K, Nakagawa T, et al. Prediabetes, diabetes, and the risk of all-cause and cause-specific mortality in a Japanese working population: Japan epidemiology collaboration on occupational health study. Diabetes Care. 2021;44:757–64.

    Article  PubMed  PubMed Central  Google Scholar 

  22. Vistisen D, Witte DR, Brunner EJ, Kivimaki M, Tabak A, Jorgensen ME, et al. Risk of cardiovascular disease and death in individuals with prediabetes defined by different criteria: The Whitehall II Study. Diabetes Care. 2018;41:899–906.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Monnier L, Mas E, Ginet C, Michel F, Villon L, Cristol JP, et al. Activation of oxidative stress by acute glucose fluctuations compared with sustained chronic hyperglycemia in patients with type 2 diabetes. JAMA. 2006;295:1681–7.

    Article  CAS  PubMed  Google Scholar 

  24. van Agtmaal MJM, Houben A, de Wit V, Henry RMA, Schaper NC, Dagnelie PC, et al. Prediabetes is associated with structural brain abnormalities: The Maastricht Study. Diabetes Care. 2018;41:2535–43.

    Article  PubMed  Google Scholar 

  25. Debette S, Markus HS. The clinical importance of white matter hyperintensities on brain magnetic resonance imaging: systematic review and meta-analysis. BMJ. 2010;341:c3666.

    Article  PubMed  PubMed Central  Google Scholar 

  26. Matsushita K, Blecker S, Pazin-Filho A, Bertoni A, Chang PP, Coresh J, et al. The association of hemoglobin a1c with incident heart failure among people without diabetes: the atherosclerosis risk in communities study. Diabetes. 2010;59:2020–6.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  27. Cosentino F, Grant PJ, Aboyans V, Bailey CJ, Ceriello A, Delgado V, et al. 2019 ESC Guidelines on diabetes, pre-diabetes, and cardiovascular diseases developed in collaboration with the EASD. Eur Heart J. 2020;41:255–323.

    Article  PubMed  Google Scholar 

  28. Nichols GA, Hillier TA, Erbey JR, Brown JB. Congestive heart failure in type 2 diabetes: prevalence, incidence, and risk factors. Diabetes Care. 2001;24:1614–9.

    Article  CAS  PubMed  Google Scholar 

  29. Nichols GA, Gullion CM, Koro CE, Ephross SA, Brown JB. The incidence of congestive heart failure in type 2 diabetes: an update. Diabetes Care. 2004;27:1879–84.

    Article  PubMed  Google Scholar 

  30. Ohkubo T, Imai Y, Tsuji I, Nagai K, Kato J, Kikuchi N, et al. Home blood pressure measurement has a stronger predictive power for mortality than does screening blood pressure measurement: a population-based observation in Ohasama, Japan. J Hypertens. 1998;16:971–5.

    Article  CAS  PubMed  Google Scholar 

  31. Kario K, Saito I, Kushiro T, Teramukai S, Tomono Y, Okuda Y, et al. Morning home blood pressure is a strong predictor of coronary artery disease: The HONEST Study. J Am Coll Cardiol. 2016;67:1519–27.

    Article  PubMed  Google Scholar 

  32. Uchida S, Kikuya M, Asayama K, Ohata C, Kimura T, Tatsumi Y, et al. Predictive power of home blood pressure in the evening compared with home blood pressure in the morning and office blood pressure before treatment and in the on-treatment follow-up period: a post hoc analysis of the HOMED-BP study. Hypertens Res. 2022;45:722–9.

    Article  PubMed  Google Scholar 

  33. Group NDR. Risk assessment chart for death from cardiovascular disease based on a 19-year follow-up study of a Japanese representative population. Circ J. 2006;70:1249–55.

    Article  Google Scholar 

  34. Stamler J, Vaccaro O, Neaton JD, Wentworth D. Diabetes, other risk factors, and 12-yr cardiovascular mortality for men screened in the multiple risk factor intervention trial. Diabetes Care. 1993;16:434–44.

    Article  CAS  PubMed  Google Scholar 

  35. Miura K, Nakagawa H, Ohashi Y, Harada A, Taguri M, Kushiro T, et al. Four blood pressure indexes and the risk of stroke and myocardial infarction in Japanese men and women: a meta-analysis of 16 cohort studies. Circulation. 2009;119:1892–8.

    Article  PubMed  Google Scholar 

  36. Warren B, Pankow JS, Matsushita K, Punjabi NM, Daya NR, Grams M, et al. Comparative prognostic performance of definitions of prediabetes: a prospective cohort analysis of the Atherosclerosis Risk in Communities (ARIC) study. Lancet Diabetes Endocrinol. 2017;5:34–42.

    Article  PubMed  Google Scholar 

  37. Perkovic V, Huxley R, Wu Y, Prabhakaran D, MacMahon S. The burden of blood pressure-related disease: a neglected priority for global health. Hypertension. 2007;50:991–7.

    Article  CAS  PubMed  Google Scholar 

  38. Kario K, Chia YC, Siddique S, Turana Y, Li Y, Chen CH, et al. Seven-action approaches for the management of hypertension in Asia - The HOPE Asia network. J Clin Hypertens (Greenwich). 2022;24:213–23.

    Article  PubMed  Google Scholar 

Download references

Acknowledgements

We gratefully acknowledge the numerous study investigators, fellows, nurses, and research coordinators at each of the study sites who participated in the J-HOP study. The physicians who participated in the study and the participating centers are present in the data supplement. We thank Kimiyo Saito for the coordination and data management of this study and Ayako Okura for editorial assistance.

Funding

This study was financially supported in part by a grant from the 21st Century Center of Excellence Project run by Japan’s Ministry of Education, Culture, Sports, Science, and Technology (to KK); a grant from the Foundation for Development of the Community (Tochigi, Japan); a grant from Omron Healthcare; a Grant-inAid for Scientific Research (B) (21390247) from the Ministry of Education, Culture, Sports, Science and Technology (MEXT) of Japan, 2009 to 2013; and funds from the MEXT-Supported Program for the Strategic Research Foundation at Private Universities, 2011 to 2015 Cooperative Basic and Clinical Research on Circadian Medicine (S1101022).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Kazuomi Kario.

Ethics declarations

Conflict of interest

KK received research funding from Omron Healthcare, Fukuda Denshi, and A&D.

Additional information

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Suzuki, D., Hoshide, S. & Kario, K. Impact of diabetic status and contribution of office and home blood pressure across diabetic status for cardiovascular disease: the J-HOP study. Hypertens Res 46, 1684–1693 (2023). https://doi.org/10.1038/s41440-023-01242-w

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/s41440-023-01242-w

Keywords

This article is cited by

Search

Quick links