Risk and effect modifiers for poor glycemic control among the chinese diabetic adults on statin therapy: the kailuan study
- PMID: 38265512
- DOI: 10.1007/s00392-024-02381-x
Risk and effect modifiers for poor glycemic control among the chinese diabetic adults on statin therapy: the kailuan study
Abstract
Background: Limited studies have investigated the association between statin therapy and poor glycemic control, especially in the Chinese diabetic population.
Methods: Two prospective diabetes cohorts were drawn from the Kailuan Cohort. In Cohort 1, linear regression models were used to evaluate the association between statin therapy and glycated hemoglobin (HbA1c) level change. In Cohort 2, new user design and conditional logistic models were used to assess associations between statin initiation and poor glycemic control which was a composite outcome comprised of hypoglycemic agent escalation and new-onset hyperglycemia.
Results: Among 11,755 diabetic patients with medication information, 1400 statin users and 1767 statin nonusers with repeated HbA1c measurements were included in Cohort 1 (mean age: 64.6 ± 10.0 years). After a median follow-up of 3.02 (1.44, 5.00) years, statin therapy was associated with higher HbA1c levels (β: 0.20%; 95%CI: 0.05% to 0.34%). In Cohort 2, 1319 pairs of matched cases/controls were included (mean age: 61.6 ± 9.75 years). After a median follow-up of 4.87 (2.51, 8.42) years, poor glycemic control occurred in 43.0% of statin new users and 31.8% of statin nonusers (OR: 1.69; 95% CI: 1.32 to 2.17; P < 0.001). The statin-associated poor glycemic control risk was significantly higher among patients with lower body mass index (Pint = 0.089). Furthermore, a nonlinear association was observed between statin therapy duration and poor glycemic control (P = 0.003).
Conclusions: Among Chinese diabetic adults, statin therapy was associated with a higher level of HbA1c, and a higher risk of hypoglycemic agent escalation and new-onset hyperglycemia, especially among those who had lower body mass index levels and longer statin therapy duration.
Keywords: Body mass index; Glycemic control; Nested case-control study; New user design; Statin therapy; Statin therapy duration.
© 2024. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany.
Similar articles
-
Impact of Baseline Glycemic Control on Residual Cardiovascular Risk in Patients With Diabetes Mellitus and High-Risk Vascular Disease Treated With Statin Therapy.J Am Heart Assoc. 2020 Jan 7;9(1):e014328. doi: 10.1161/JAHA.119.014328. Epub 2019 Dec 19. J Am Heart Assoc. 2020. PMID: 31852422 Free PMC article. Clinical Trial.
-
Association of Statin Therapy Initiation With Diabetes Progression: A Retrospective Matched-Cohort Study.JAMA Intern Med. 2021 Dec 1;181(12):1562-1574. doi: 10.1001/jamainternmed.2021.5714. JAMA Intern Med. 2021. PMID: 34605849 Free PMC article.
-
Influence of early use of sodium-glucose transport protein 2 inhibitors, glucagon-like peptide-1 receptor agonists and dipeptidyl peptidase-4 inhibitors on the legacy effect of hyperglycemia.Front Endocrinol (Lausanne). 2024 May 13;15:1369908. doi: 10.3389/fendo.2024.1369908. eCollection 2024. Front Endocrinol (Lausanne). 2024. PMID: 38803473 Free PMC article.
-
Is Helicobacter pylori infection associated with glycemic control in diabetics?World J Gastroenterol. 2015 May 7;21(17):5407-16. doi: 10.3748/wjg.v21.i17.5407. World J Gastroenterol. 2015. PMID: 25954115 Free PMC article. Review.
-
Comprehensive elaboration of glycemic variability in diabetic macrovascular and microvascular complications.Cardiovasc Diabetol. 2021 Jan 7;20(1):9. doi: 10.1186/s12933-020-01200-7. Cardiovasc Diabetol. 2021. PMID: 33413392 Free PMC article. Review.
Cited by
-
Resting Heart Rate Mediates the Association Between Circulating Neutrophil Count and Arterial Stiffness Progression: The Kailuan Study.J Inflamm Res. 2024 Dec 21;17:11347-11356. doi: 10.2147/JIR.S488928. eCollection 2024. J Inflamm Res. 2024. PMID: 39722729 Free PMC article.
-
Deciphering the Association: Critical HDL-C Levels and Their Impact on the Glycation Gap in People Living with HIV.Int J Mol Sci. 2025 Jan 22;26(3):914. doi: 10.3390/ijms26030914. Int J Mol Sci. 2025. PMID: 39940683 Free PMC article.
-
Diabetes Risks of Statin Therapy-Coenzyme Q10 May Help.Rev Cardiovasc Med. 2025 Feb 19;26(2):26437. doi: 10.31083/RCM26437. eCollection 2025 Feb. Rev Cardiovasc Med. 2025. PMID: 40026529 Free PMC article.
-
Triglyceride levels and risk of cardiovascular disease and all-cause mortality in Chinese adults younger than 40 years old: a prospective cohort study.Cardiovasc Diagn Ther. 2024 Apr 30;14(2):240-250. doi: 10.21037/cdt-23-412. Epub 2024 Mar 29. Cardiovasc Diagn Ther. 2024. PMID: 38716315 Free PMC article.
References
-
- Magliano DJ, Boyko EJ, committee IDFDAtes (2021) IDF Diabetes Atlas. In: Idf diabetes atlas. International Diabetes Federation © International Diabetes Federation, Brussels
-
- Wang L, Peng W, Zhao Z, Zhang M, Shi Z, Song Z, Zhang X, Li C, Huang Z, Sun X et al (2021) Prevalence and treatment of diabetes in China, 2013–2018. JAMA 326:2498–2506. https://doi.org/10.1001/jama.2021.22208 - DOI - PubMed - PMC
-
- Grundy SM, Stone NJ, Bailey AL, Beam C, Birtcher KK, Blumenthal RS, Braun LT, de Ferranti S, Faiella-Tommasino J, Forman DE et al (2019) 2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA Guideline on the Management of Blood Cholesterol: Executive Summary: A Report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines. Circulation 139:e1046–e1081. https://doi.org/10.1161/cir.0000000000000624 - DOI - PubMed
-
- Mach F, Baigent C, Catapano AL, Koskinas KC, Casula M, Badimon L, Chapman MJ, De Backer GG, Delgado V, Ference BA et al (2020) 2019 ESC/EAS Guidelines for the management of dyslipidaemias: lipid modification to reduce cardiovascular risk. Eur Heart J 41:111–188. https://doi.org/10.1093/eurheartj/ehz455 - DOI - PubMed
-
- Koh KK, Quon MJ, Han SH, Lee Y, Kim SJ, Shin EK (2010) Atorvastatin causes insulin resistance and increases ambient glycemia in hypercholesterolemic patients. J Am Coll Cardiol 55:1209–1216. https://doi.org/10.1016/j.jacc.2009.10.053 - DOI - PubMed - PMC
MeSH terms
Substances
Grants and funding
- 72274133/National Natural Science Foundation of China
- 82270349/National Natural Science Foundation of China
- TJYXZDXK-069C/Tianjin Key Medical Discipline (Specialty) Construction Project
- 19JCQNJC11500/Natural Science Foundation of Tianjin Municipal Science and Technology Commission
- SYL001-303078100820/First Clinical Medical School, Lanzhou University
LinkOut - more resources
Full Text Sources
Medical