Association between Triglyceride-Glucose Index and Type 2 Diabetes Mellitus in the Japanese Population: A Secondary Analysis of a Retrospective Cohort Study.

En-Qian Liu, Ya-Ping Weng, Ai-Ming Zhou, Chun-Lai Zeng
Author Information
  1. En-Qian Liu: Department of Cardiology, Lishui Hospital, Zhejiang University School of Medicine, Lishui, 323000 Zhejiang, China. ORCID
  2. Ya-Ping Weng: Department of Gastroenterology, Lishui Hospital, Zhejiang University School of Medicine, Lishui, 323000 Zhejiang, China.
  3. Ai-Ming Zhou: Department of Critical Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325000 Zhejiang, China.
  4. Chun-Lai Zeng: Department of Cardiology, Lishui Hospital, Zhejiang University School of Medicine, Lishui, 323000 Zhejiang, China. ORCID

Abstract

Triglyceride-glucose index (TyG index) is associated with type 2 diabetes mellitus (T2DM), but research on this relationship is limited in Japan. The purpose of this study was to evaluate the correlation between TyG index and the risk of T2DM in the Japanese population. Here, 12732 participants were selected from the NAGALA study (NAfld in the Gifu Area, Longitudinal Analysis) conducted between 2004 and 2015 for a retrospective cohort analysis. The association between TyG index and T2DM was assessed using the Cox proportional-hazard model. Subgroup analyses were conducted according to age, sex, smoking status, alcohol consumption, waist circumference, BMI, and follow-up duration. The formula for TyG index was expressed as ln [fasting triglyceride level (mg/dL) × fasting plasma glucose level (mg/dL)/2]. After follow-up, 150 (1.18%) patients developed T2DM. After adjusting for potential confounders, a linear relationship was observed between TyG and the risk of T2DM. After adjusting for age, sex, BMI, waist circumference, HDL-cholesterol, total cholesterol, systolic blood pressure, regular exercise, smoking status, and alcohol consumption, TyG index, as a continuous variable, was associated with an increased risk of T2DM (adjusted hazard ratio (aHR), 1.79; 95% confidence interval (95% CI), 1.25-2.57). Compared with the first quartile of TyG index, subjects in the fourth quartile were 2.33-fold more likely to develop T2DM (aHR 2.33, 95% CI 1.09-4.96; for trend 0.0224). Subgroup analyses showed that the association between TyG index and incident T2DM stably existed in different subgroups according to the variables tested. Therefore, TyG index was linearly related to the risk of incident T2DM in the Japanese population and may be used as a monitoring tool.

Associated Data

Dryad | 10.5061/dryad.8q0p192

References

  1. Eur Heart J. 2008 Dec;29(24):2959-71 [PMID: 18775919]
  2. Nat Rev Endocrinol. 2018 Feb;14(2):88-98 [PMID: 29219149]
  3. Cardiovasc Diabetol. 2017 Mar 1;16(1):30 [PMID: 28249577]
  4. Nat Rev Dis Primers. 2015 Jul 23;1:15019 [PMID: 27189025]
  5. Mol Aspects Med. 2015 Apr;42:19-41 [PMID: 25542976]
  6. Clin Chem. 2007 Jan;53(1):71-7 [PMID: 17110470]
  7. Diabetes Res Clin Pract. 2018 Sep;143:43-49 [PMID: 29936253]
  8. Medicine (Baltimore). 2016 May;95(19):e3646 [PMID: 27175686]
  9. Acta Diabetol. 2018 Oct;55(10):1067-1074 [PMID: 30066042]
  10. J Clin Endocrinol Metab. 2010 Jul;95(7):3347-51 [PMID: 20484475]
  11. Prev Med. 2016 May;86:99-105 [PMID: 26854766]
  12. Lancet Diabetes Endocrinol. 2018 Dec;6(12):966-978 [PMID: 30287102]
  13. Metab Syndr Relat Disord. 2008 Dec;6(4):299-304 [PMID: 19067533]
  14. Cardiovasc Diabetol. 2014 Oct 20;13:146 [PMID: 25326814]
  15. J Gastroenterol Hepatol. 2015 Mar;30(3):546-52 [PMID: 25238605]
  16. Int J Obes (Lond). 2019 Jan;43(1):139-148 [PMID: 29717276]
  17. J Clin Invest. 2016 Jan;126(1):12-22 [PMID: 26727229]
  18. Diabetes. 2004 Feb;53 Suppl 1:S119-24 [PMID: 14749276]
  19. PLoS One. 2016 Sep 28;11(9):e0163465 [PMID: 27682598]
  20. Prim Care Diabetes. 2020 Apr;14(2):161-167 [PMID: 31466834]
  21. J Diabetes. 2018 Aug;10(8):641-652 [PMID: 29322661]
  22. Curr Opin Clin Nutr Metab Care. 2007 Mar;10(2):142-8 [PMID: 17285001]
  23. Diabetes Res Clin Pract. 2011 Sep;93(3):e98-e100 [PMID: 21665314]
  24. Diabetes. 1997 Nov;46(11):1718-24 [PMID: 9356017]
  25. PLoS One. 2014 Feb 28;9(2):e90430 [PMID: 24587359]
  26. Acta Diabetol. 2015 Aug;52(4):781-8 [PMID: 25572334]
  27. Am J Gastroenterol. 2007 Dec;102(12):2708-15 [PMID: 17894848]
  28. Diabetologia. 2003 Jan;46(1):3-19 [PMID: 12637977]

MeSH Term

Adult
Diabetes Mellitus, Type 2
Female
Glucose
Humans
Japan
Male
Middle Aged
Retrospective Studies
Risk Factors
Triglycerides

Chemicals

Triglycerides
Glucose

Word Cloud

Created with Highcharts 10.0.0indexTyGT2DM2risk1Japanese95%associatedrelationshipstudypopulationAnalysisconductedassociationSubgroupanalysesaccordingagesexsmokingstatusalcoholconsumptionwaistcircumferenceBMIfollow-upmg/dLadjustingaHRCIquartileincidentTriglyceride-glucosetypediabetesmellitusresearchlimitedJapanpurposeevaluatecorrelation12732participantsselectedNAGALANAfldGifuAreaLongitudinal20042015retrospectivecohortanalysisassessedusingCoxproportional-hazardmodeldurationformulaexpressedln [fasting triglyceride level ×fasting plasma glucose level /2]15018%patientsdevelopedpotentialconfounderslinearobservedHDL-cholesteroltotalcholesterolsystolicbloodpressureregularexercisecontinuousvariableincreasedadjustedhazardratio79confidenceinterval25-257Comparedfirstsubjectsfourth33-foldlikelydevelop3309-496trend00224showedstablyexisteddifferentsubgroupsvariablestestedThereforelinearlyrelatedmayusedmonitoringtoolAssociationTriglyceride-GlucoseIndexTypeDiabetesMellitusPopulation:SecondaryRetrospectiveCohortStudy

Similar Articles

Cited By