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
  • ISH2022 KYOTO- Fast track: Current evidence and perspectives for hypertension management in Asia
  • Published:

Fatty liver index predicts the development of hypertension in a Japanese general population with and without dysglycemia

Abstract

Fatty liver has been suggested to be associated with the development of hypertension. However, whether this association is related to glycemia has not been elucidated. Therefore, we investigated whether the fatty liver index (FLI) predicts the development of hypertension among individuals with and without dysglycemia in a general Japanese population. A total of 3114 participants (1036 males and 2078 females) without hypertension who underwent a Specific Health Checkup in the fiscal year 2013 were followed up until 2018. The participants were divided into six groups based on FLI tertiles (low, moderate, or high) and whether they had dysglycemia. We estimated the hazard ratios (HRs) of each group by sex using the Cox proportional hazard model. Models were adjusted for age, low-density lipoprotein cholesterol, high-density lipoprotein cholesterol, smoking, and alcohol consumption and further adjusted for systolic blood pressure (SBP). During the mean follow-up period of 2.8 years, 160 of the 3114 participants developed hypertension. Using the low FLI group with normoglycemia as a reference, the HR for incident hypertension was increased in the high FLI group with and without dysglycemia in both sexes after adjusting for confounders, except SBP (HR [95% confidence interval]: male: 1.52 (1.06–2.17) in normoglycemia and 2.05 (1.43–2.92) in dysglycemia, and female: 1.86 (1.43–2.42) in normoglycemia and 2.98 (2.19–4.07) in dysglycemia). Furthermore, in females, this association was observed after adjusting for SBP. We concluded that FLI was independently associated with an increased risk of incident hypertension in individuals with and without dysglycemia.

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

Similar content being viewed by others

References

  1. Powell EE, Wong VWS, Rinella M. Non-alcoholic fatty liver disease. Lancet. 2021;397:2212–24.

    Article  CAS  PubMed  Google Scholar 

  2. Sung KC, Wild SH, Byrne CD. Resolution of fatty liver and risk of incident diabetes. J Clin Endocrinol Metab. 2013;98:3637–43.

    Article  CAS  PubMed  Google Scholar 

  3. Balkau B, Lange C, Vol S, Fumeron F, Bonnet F. Nine-year incident diabetes is predicted by fatty liver indices: the French D.E.S.I.R. study. BMC Gastroenterol. 2010;10:56.

    Article  PubMed  PubMed Central  Google Scholar 

  4. Kim CH, Park JY, Lee KU, Kim JH, Kim HK. Fatty liver is an independent risk factor for the development of Type 2 diabetes in Korean adults. Diabet Med. 2008;25:476–81.

    Article  CAS  PubMed  Google Scholar 

  5. Sung KC, Wild SH, Byrne CD. Development of new fatty liver, or resolution of existing fatty liver, over five years of follow-up, and risk of incident hypertension. J Hepatol. 2014;60:1040–5.

    Article  PubMed  Google Scholar 

  6. Ryoo JH, Suh YJ, Shin HC, Cho YK, Choi JM, Park SK. Clinical association between non-alcoholic fatty liver disease and the development of hypertension. J Gastroenterol Hepatol. 2014;29:1926–31.

    Article  PubMed  Google Scholar 

  7. Lau K, Lorbeer R, Haring R, Schmidt CO, Wallaschofski H, Nauck M, et al. The association between fatty liver disease and blood pressure in a population-based prospective longitudinal study. J Hypertens. 2010;28:1829–35.

    Article  CAS  PubMed  Google Scholar 

  8. Yusuf S, Joseph P, Rangarajan S, Islam S, Mente A, Hystad P, et al. Modifiable risk factors, cardiovascular disease, and mortality in 155 722 individuals from 21 high-income, middle-income, and low-income countries (PURE): a prospective cohort study. Lancet. 2020;395:795–808.

    Article  PubMed  Google Scholar 

  9. Bedogni G, Bellentani S, Miglioli L, Masutti F, Passalacqua M, Castiglione A, et al. The fatty liver index: a simple and accurate predictor of hepatic steatosis in the general population. BMC Gastroenterol. 2006;6:33.

    Article  PubMed  PubMed Central  Google Scholar 

  10. Sviklāne L, Olmane E, Dzērve Z, Kupčs K, Pīrāgs V, Sokolovska J. Fatty liver index and hepatic steatosis index for prediction of non-alcoholic fatty liver disease in type 1 diabetes. J Gastroenterol Hepatol. 2018;33:270–6.

    Article  PubMed  Google Scholar 

  11. Calori G, Lattuada G, Ragogna F, Garancini MP, Crosignani P, Villa M, et al. Fatty liver index and mortality: the Cremona study in the 15th year of follow-up. Hepatology. 2011;54:145–52.

    Article  CAS  PubMed  Google Scholar 

  12. Kadowaki S, Miura K, Kadowaki T, Fujiyoshi A, El-Saed A, Masaki KH, et al. International comparison of abdominal fat distribution among four populations: the ERA-JUMP study. Metab Syndr Relat Disord. 2018;16:166–73.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. Huh JH, Ahn SV, Koh SB, Choi E, Kim JY, Sung KC, et al. A prospective study of fatty liver index and incident hypertension: the KoGES-ARIRANG study. PLoS ONE. 2015;10:e0143560 https://doi.org/10.1371/journal.pone.0143560.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. Higashiura Y, Furuhashi M, Tanaka M, Takahashi S, Mori K, Miyamori D, et al. Elevated fatty liver index is independently associated with new onset of hypertension during a 10-year period in both male and female subjects. J Am Heart Assoc. 2021;10:e012430 https://doi.org/10.1161/JAHA.121.021430.

    Article  Google Scholar 

  15. Kaneyama A, Hirata A, Hirata T, Imai Y, Kuwabara K, Funamoto M, et al. Impact of hypertension and diabetes on the onset of chronic kidney disease in a general Japanese population. Hypertens Res (e-pub ahead of print 28 September 2022; https://doi.org/10.1038/s41440-022-01041-9).

  16. Hirata A, Sugiyama D, Kuwabara K, Hirata T, Tsutatani H, Funamoto M, et al. Fatty liver index predicts incident diabetes in a Japanese general population with and without impaired fasting glucose. Hepatol Res. 2018;48:708–16.

    Article  CAS  PubMed  Google Scholar 

  17. Specific Health Checkups and Specific Guidance (in Japanese). https://www.mhlw.go.jp/seisakunitsuite/bunya/kenkou_iryou/kenkou/seikatsu/dl/hoken-program1.pdf. Accessed 12 September 2022.

  18. Wang F, Han L, Hu D. Fasting insulin, insulin resistance and risk of hypertension in the general population: a meta-analysis. Clini Chim Acta. 2017;464:57–63.

    Article  CAS  Google Scholar 

  19. Sasaki N, Maeda R, Ozono R, Yoshimura K, Nakano Y, Higashi Y. Adipose tissue insulin resistance predicts the incidence of hypertension: The Hiroshima Study on Glucose Metabolism and Cardiovascular Diseases [published online ahead of print, 2022 Aug 10]. Hypertens Res. https://doi.org/10.1038/s41440-022-00987-0.

    Article  CAS  Google Scholar 

  20. Muntzel MS, Anderson EA, Johnson AK, Mark AL. Mechanisms of insulin action on sympathetic nerve activity. Clin Exp Hypertens. 1995;17:39–50.

    Article  CAS  PubMed  Google Scholar 

  21. Liu Z. The renin-angiotensin system and insulin resistance. Curr Diab Rep. 2007;7:34–42.

    Article  PubMed  Google Scholar 

  22. Grundy SM. Inflammation, hypertension, and the metabolic syndrome. JAMA. 2003;290:3000–2.

    Article  CAS  PubMed  Google Scholar 

  23. Dinh QN, Drummond GR, Sobey CG, Chrissobolis S. Roles of inflammation, oxidative stress, and vascular dysfunction in hypertension. Biomed Res Int. 2014;2014:406960.

    Article  PubMed  PubMed Central  Google Scholar 

  24. Sasaki N, Ozono R, Higashi Y, Maeda R, Kihara Y. Association of insulin resistance, plasma glucose level, and serum insulin level with hypertension in a population with different stages of impaired glucose metabolism. J Am Heart Assoc. 2020;9:e015546 https://doi.org/10.1161/JAHA.119.015546.

    Article  PubMed  PubMed Central  Google Scholar 

  25. Targher G, Bertolini L, Rodella S, Tessari R, Zenari L, Lippi G, et al. Nonalcoholic fatty liver disease is independently associated with an increased incidence of cardiovascular events in type 2 diabetic patients. Diabetes Care. 2007;30:2119–21.

    Article  CAS  PubMed  Google Scholar 

  26. Anstee QM, Targher G, Day CP. Progression of NAFLD to diabetes mellitus, cardiovascular disease or cirrhosis. Nat Rev Gastroenterol Hepatol. 2013;10:330–44.

    Article  CAS  PubMed  Google Scholar 

  27. Lomonaco R, Bril F, Portillo-Sanchez P, Ortiz-Lopez C, Orsak B, Biernacki D, et al. Metabolic impact of nonalcoholic steatohepatitis in obese patients with type 2 diabetes. Diabetes Care. 2016;39:632–8.

    Article  PubMed  PubMed Central  Google Scholar 

  28. Siafi E, Andrikou I, Thomopoulos C, Konstantinidis D, Kakouri N, Tatakis F, et al. Fatty liver index and cardiovascular outcomes in never-treated hypertensive patients: a prospective cohort [published online ahead of print, 2022 Oct 14]. Hypertens Res. 2022; https://doi.org/10.1038/s41440-022-01015-x.

  29. Peng H, Yeh F, de Simone G, Best LG, Lee ET, Howard BV, et al. Relationship between plasma plasminogen activator inhibitor-1 and hypertension in American Indians: findings from the Strong Heart Study. J Hypertens. 2017;35:1787–93.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  30. Ardigò D, Franzini L, Valtueña S, Numeroso F, Piatti PM, Monti L, et al. The increase in plasma PAI-1 associated with insulin resistance may be mediated by the presence of hepatic steatosis. Atherosclerosis. 2010;208:240–5.

    Article  PubMed  Google Scholar 

  31. Lee CH, Han KD, Kim DH, Kwak MS. The repeatedly elevated fatty liver index is associated with increased mortality: a population-based cohort study. Front Endocrinol (Lausanne). 2021;12:638615.

    Article  PubMed  Google Scholar 

  32. Younossi ZM. Non-alcoholic fatty liver disease–A global public health perspective. J Hepatol. 2019;70:531–44.

    Article  PubMed  Google Scholar 

  33. 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 

  34. Tanaka J, Kurisu A, Ohara M, Ouoba S, Ohisa M, Sugiyama A, et al. Burden of chronic hepatitis B and C infections in 2015 and future trends in Japan: a simulation study. Lancet Reg Health West Pac. 2022;22:100428.

    Article  PubMed  PubMed Central  Google Scholar 

  35. Yang BL, Wu WC, Fang KC, Wang YC, Huo TI, Huang YH, et al. External validation of fatty liver index for identifying ultrasonographic fatty liver in a large-scale cross-sectional study in Taiwan. PLoS ONE. 2015;10:e0120443. https://doi.org/10.1371/journal.pone.0120443.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

The authors would like to thank the staff at the Habikino City Municipal Office for their important contributions.

Funding

This study was supported by JST SPRING (grant no: JPMJSP2123) and Comprehensive Research on Cardiovascular and LifeStyle Related Disease from the Ministry of Health, Labour and Welfare: 22FA1006.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Aya Hirata.

Ethics declarations

Conflict of interest

The authors declare no competing interests.

Additional information

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

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

Wu, D., Hirata, A., Hirata, T. et al. Fatty liver index predicts the development of hypertension in a Japanese general population with and without dysglycemia. Hypertens Res 46, 879–886 (2023). https://doi.org/10.1038/s41440-022-01161-2

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/s41440-022-01161-2

Keywords

This article is cited by

Search

Quick links