Selective association of electrocardiographic abnormalities with insulin sensitivity and beta-cell function in type 2 diabetes mellitus: a cross-sectional analysis
- PMID: 26889668
- PMCID: PMC5764080
- DOI: 10.1002/dmrr.2794
Selective association of electrocardiographic abnormalities with insulin sensitivity and beta-cell function in type 2 diabetes mellitus: a cross-sectional analysis
Abstract
Background: We investigated the association of electrocardiographic (ECG) abnormalities with markers of insulin resistance and pancreatic beta-cell dysfunction in a cross-sectional study of type 2 diabetes patients.
Methods: Electrocardiographic criteria were evaluated in the Penn Diabetes Heart Study participants (n = 1671; 64% male; 61% Caucasian), including a sub-sample (n = 710) that underwent oral glucose tolerance testing. The Matsuda Insulin Sensitivity Index and homeostasis model assessment of insulin resistance (HOMA-IR) estimated insulin sensitivity; Insulinogenic Index and homeostasis model assessment of beta-cell function assessed beta-cell function. Multivariable regression modelling was used to analyse associations of ECG changes with these indices.
Results: In unadjusted analyses, subjects in the highest quartile of Matsuda index had the lowest prevalence of Q-waves (6.3% versus 15.3%, p = 0.005). In adjusted models, an inverse association was seen between Q-waves and log Matsuda index [one standard deviation increase; OR = 0.59 (95% CI 0.43-0.87 p = 0.001)]. In the full Penn Diabetes Heart Study, there was a direct association between Q-waves and HOMA-IR [one standard deviation increase; OR = 1.43 (95% CI 1.13-1.81, p = 0.003)]. In adjusted models, left ventricular hypertrophy also was inversely associated with Matsuda index and directly with HOMA-IR. Higher Insulinogenic Index scores were associated with a lower prevalence of nonspecific ST changes [OR = 0.78 (95% CI 0.62-0.98, p = 0.032)].
Conclusions: In type 2 diabetic patients, both oral glucose tolerance testing-derived and HOMA-derived measures of insulin resistance were associated with pathologic Q-waves and left ventricular hypertrophy on ECGs. Copyright © 2016 John Wiley & Sons, Ltd.
Keywords: ECG; MISI (Matsuda Insulin Sensitivity Index); beta-cell function; insulin sensitivity.
Copyright © 2016 John Wiley & Sons, Ltd.
Similar articles
-
Differential associations of oral glucose tolerance test-derived measures of insulin sensitivity and pancreatic β-cell function with coronary artery calcification and microalbuminuria in type 2 diabetes.Diabetes Care. 2014;37(1):124-33. doi: 10.2337/dc12-1880. Epub 2013 Aug 15. Diabetes Care. 2014. PMID: 23949560 Free PMC article.
-
Associations of adipose insulin resistance index with pancreatic β cell function (inverse) and glucose excursion (positive) in young Japanese women.Sci Rep. 2024 Aug 10;14(1):18590. doi: 10.1038/s41598-024-69181-1. Sci Rep. 2024. PMID: 39127728 Free PMC article.
-
Beta cell functionality and hepatic insulin resistance are major contributors to type 2 diabetes remission and starting pharmacological therapy: from CORDIOPREV randomized controlled trial.Transl Res. 2021 Dec;238:12-24. doi: 10.1016/j.trsl.2021.07.001. Epub 2021 Jul 21. Transl Res. 2021. PMID: 34298148 Clinical Trial.
-
Alkaloids as Promising Agents for the Management of Insulin Resistance: A Review.Curr Pharm Des. 2023;29(39):3123-3136. doi: 10.2174/0113816128270340231121043038. Curr Pharm Des. 2023. PMID: 38038009 Review.
-
Intervention with Therapeutic Agents, Understanding the Path to Remission in Type 2 Diabetes: Part 1.Endocrinol Metab Clin North Am. 2023 Mar;52(1):27-38. doi: 10.1016/j.ecl.2022.07.003. Epub 2022 Nov 14. Endocrinol Metab Clin North Am. 2023. PMID: 36754495 Review.
Cited by
-
The association between insulin sensitivity indices, ECG findings and mortality: a 40-year cohort study.Cardiovasc Diabetol. 2021 May 6;20(1):97. doi: 10.1186/s12933-021-01284-9. Cardiovasc Diabetol. 2021. PMID: 33957929 Free PMC article.
-
Pooled prevalence and associated factors of ECG abnormality among type 2 diabetic patients in the last ten years: Systematic review and meta-analysis.PLoS One. 2025 Mar 13;20(3):e0319173. doi: 10.1371/journal.pone.0319173. eCollection 2025. PLoS One. 2025. PMID: 40080468 Free PMC article.
-
The Relationship between Insulin Resistance and Spatial QRS-T Angle in American Adults.Acta Cardiol Sin. 2021 Jul;37(4):427-433. doi: 10.6515/ACS.202107_37(4).20210222A. Acta Cardiol Sin. 2021. PMID: 34257493 Free PMC article.
References
-
- Abdul-Ghani M, Tripathy D, DeFronzo R. Contributions of β-cell dysfunction and insulin resistance to the pathogenesis of impaired glucose tolerance and impaired fasting glucose. Diabetes Care. 2006;29:1130–1139. - PubMed
-
- Kahn S. The relative contributions of insulin resistance and beta-cell dysfunction to the pathophysiology of type 2 diabetes. Diabetologia. 2003;46:3–19. - PubMed
-
- Laakso M. Hyperglycemia and cardiovascular disease in type 2 diabetes. Diabetes. 1999;48(5):937–942. - PubMed
-
- Bressler P, Bailey SR, Matsuda M, DeFronzo RA. Insulin resistance and coronary artery disease. Diabetologia. 1996;39:1345–1350. - PubMed
-
- Laakso M, Sarlund H, Salonen R, Suhonen M, Pyorala K, Salonen JT, Karhapaa P. Asymptomatic atherosclerosis and insulin resistance. Arterioscler Thromb Vasc Biol. 1991;11:1068–1076. - PubMed
Publication types
MeSH terms
Substances
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical