Residual risk of cardiovascular complications in statin-using patients with type 2 diabetes: the Taiwan Diabetes Registry Study
- PMID: 38263010
- PMCID: PMC10804647
- DOI: 10.1186/s12944-023-02001-z
Residual risk of cardiovascular complications in statin-using patients with type 2 diabetes: the Taiwan Diabetes Registry Study
Abstract
Background: The residual risks of atherosclerotic cardiovascular disease in statin-treated patients with diabetes remain unclear. This study was conducted to identify factors associated with these residual risks in patients with no prior vascular event.
Methods: Data on 683 statin-using patients with type 2 diabetes mellitus (T2DM) from the Taiwan Diabetes Registry were used in this study. Patients aged < 25 or > 65 years at the time of diabetes diagnosis and those with diabetes durations ≥ 20 years were excluded. The United Kingdom Prospective Diabetes Study risk engine (version 2.01; https://www.dtu.ox.ac.uk/riskengine/ ) was used to calculate 10-year residual nonfatal and fatal coronary heart disease (CHD) and stroke risks. Associations of these risks with physical and biochemical variables, including medication use and comorbidity, were examined.
Results: The 10-year risks of nonfatal CHD in oral anti-diabetic drug (OAD), insulin and OAD plus insulin groups were 11.8%, 16.0%, and 16.8%, respectively. The 10-year risks of nonfatal stroke in OAD, insulin and OAD plus insulin groups were 3.0%, 3.4%, and 4.3%, respectively. In the multivariate model, chronic kidney disease (CKD), neuropathy, insulin use, calcium-channel blocker (CCB) use, higher body mass indices (BMI), low-density lipoprotein (LDL), fasting glucose, log-triglyceride (TG), and log-alanine transaminase (ALT) levels were associated with an increased CHD risk. The residual risk of stroke was associated with CKD, neuropathy, CCB use, and lower LDL cholesterol levels, higher BMI and diastolic blood pressure.
Conclusion: This study indicated that insulin was probably a residual risk factor of CHD but not stroke, and that there was a possible presence of obesity paradox in patients with T2DM on statin therapy. In addition to lowering TG and normalizing fasting glucose levels, lower LDL cholesterol level is better for reduction of risk of CHD on statin therapy. On the other hand, lower LDL cholesterol level could potentially be related to higher risk of stroke among populations receiving statin therapy. These findings suggest potential therapeutic targets for residual cardiovascular risk reduction in patients with T2DM on statin therapy.
Keywords: Diabetes; Residual risk; Statin.
© 2024. The Author(s).
Conflict of interest statement
The authors declare no competing interests.
Figures
Similar articles
-
2017 Taiwan lipid guidelines for high risk patients.J Formos Med Assoc. 2017 Apr;116(4):217-248. doi: 10.1016/j.jfma.2016.11.013. Epub 2017 Feb 24. J Formos Med Assoc. 2017. PMID: 28242176 Review.
-
Hypertriglyceridemia and residual dyslipidemia in statin-treated, patients with diabetes at the highest risk for cardiovascular disease and achieving very-low low-density lipoprotein-cholesterol levels.J Clin Lipidol. 2012 Sep-Oct;6(5):434-42. doi: 10.1016/j.jacl.2012.04.002. Epub 2012 Apr 12. J Clin Lipidol. 2012. PMID: 23009779
-
[Diabetic dyslipidaemia and the atherosclerosis].Orv Hetil. 2016 May 8;157(19):746-52. doi: 10.1556/650.2016.30441. Orv Hetil. 2016. PMID: 27133274 Review. Hungarian.
-
Lowering Targeted Atherogenic Lipoprotein Cholesterol Goals for Patients at "Extreme" ASCVD Risk.Curr Diab Rep. 2019 Nov 21;19(12):146. doi: 10.1007/s11892-019-1246-y. Curr Diab Rep. 2019. PMID: 31754844 Review.
-
Primary prevention of coronary heart disease: integration of new data, evolving views, revised goals, and role of rosuvastatin in management. A comprehensive survey.Drug Des Devel Ther. 2011;5:325-80. doi: 10.2147/DDDT.S14934. Epub 2011 Jun 13. Drug Des Devel Ther. 2011. PMID: 21792295 Free PMC article. Review.
Cited by
-
Causal role of the plasma lipidome in the occurrence and progression of chronic kidney disease: a two-sample Mendelian randomization study.Diabetol Metab Syndr. 2025 Jun 11;17(1):205. doi: 10.1186/s13098-025-01764-y. Diabetol Metab Syndr. 2025. PMID: 40495181 Free PMC article.
-
Association of triglyceride glucose index with stroke: from two large cohort studies and Mendelian randomization analysis.Int J Surg. 2024 Sep 1;110(9):5409-5416. doi: 10.1097/JS9.0000000000001795. Int J Surg. 2024. PMID: 38896856 Free PMC article.
References
-
- Effect of intensive blood-glucose control with metformin on complications in overweight patients with type 2 diabetes (UKPDS 34). UK prospective diabetes study (UKPDS) Group. Lancet, 1998. 352(9131): p. 854–65. - PubMed
-
- Stone NJ, et al. 2013 ACC/AHA guideline on the treatment of blood cholesterol to reduce atherosclerotic cardiovascular risk in adults: a report of the American College of Cardiology/American Heart Association Task Force on Practice guidelines. J Am Coll Cardiol. 2014;63(25 Pt B):2889–934. doi: 10.1016/j.jacc.2013.11.002. - DOI - PubMed
MeSH terms
Substances
Grants and funding
LinkOut - more resources
Full Text Sources
Medical
Miscellaneous