Phenotypic characteristics of patients with type 2 diabetes mellitus and coronary artery disease
Main Article Content
Abstract
The aim – to evaluate the phenotypic characteristics of patients with type 2 diabetes mellitus (T2DM) with and without coronary artery disease (CAD), identify key features that may have prognostic significance, and assess their impact on the progression of these diseases.
Materials and methods. We examined 246 patients with type 2 diabetes mellitus (T2DM), with and without coronary artery disease (CAD). All participants underwent anthropometric measurements, blood pressure assessment, and physical examination. Laboratory testing included fasting plasma glucose, glycated hemoglobin (HbA1c), C-peptide, total cholesterol, triglycerides, low- and high-density lipoprotein cholesterol (LDL-C, HDL-C), aspartate aminotransferase (AST), alanine aminotransferase (ALT), serum creatinine, hematological parameters, and albuminuria. The estimated glomerular filtration rate (eGFR) was calculated. CAD was diagnosed using the Bruce protocol treadmill test and confirmed by coronary angiography. Chronic kidney disease (CKD), diabetic neuropathy (DN), and heart failure (HF) were diagnosed according to relevant clinical guidelines. Data on T2DM, hypertension, history of myocardial infarction, percutaneous coronary intervention (PCI), and coronary artery bypass grafting (CABG) were obtained from medical records, including discharge summaries and clinical reports. Socioeconomic information was collected through questionnaires, covering family history of T2DM, smoking status, sleep quality, place of residence (urban or rural), and dietary habits. Statistical analysis was performed using IBM SPSS Statistics Version 20.0.0.2. Given the age difference between groups, age was included as a covariate. Statistical significance between groups was assessed using ANCOVA (Univariate Tests).
Results and discussion. Patients with T2DM and concomitant CAD were significantly older than those without CAD (p<0.05). The leukocyte count and serum creatinine levels were significantly higher in patients with CAD (p<0.05). The prevalence of CKD among patients without CAD was 24 %, whereas in those with CAD it was significantly higher – 42 % (p<0.05). Heart failure of NYHA functional class II was more frequently observed in the CAD group (48 % vs. 16 % in the non-CAD group, p<0.05). The prevalence of peripheral neuropathy was also significantly higher in patients with T2DM and CAD (76 %) compared to those without CAD (55 %) (p<0.05). Analysis of socioeconomic status revealed that parental history of T2DM was slightly more common among patients without CAD (15 % vs. 11 %), and the maternal history of diabetes was significantly more prevalent in this group (25 % vs. 14 %, p<0.05). A significantly higher proportion of patients with T2DM and CAD reported parental exposure to famine (45 % for fathers and 46 % for mothers, p<0.05). The proportion of patients living in urban areas was significantly lower in the CAD group (50 %) compared to the non-CAD group (70 %) (p<0.05). According to our findings, patients with T2DM and CAD reported poorer sleep quality compared to those without CAD.
Conclusions. The prevalence of CKD is significantly higher in patients with T2DM and concomitant CAD, suggesting an association between ischemic heart disease and the progression of renal damage. Elevated leukocyte counts in CAD patients indicate the presence of systemic inflammation, a key mechanism in the development of cardiovascular and renal complications. The significantly higher incidence of NYHA class II heart failure in patients with T2DM and CAD reflects more pronounced cardiovascular impairment, particularly myocardial ischemic damage and cardiac remodeling. Patients with T2DM and CAD also reported significantly poorer sleep quality, which may adversely affect overall health, increasing the risk of cardiovascular events and worsening metabolic control.
Article Details
Keywords:
References
Ma C-X, Ma X-N, Guan C-H, Li Y-D, Mauricio D, Fu S-B. Cardiovascular disease in type 2 diabetes mellitus: progress toward personalized management. Cardiovasc Diabetol. 2022;21:74. https://doi.org/10.1186/s12933-022-01516-6
Peters SAE, Huxley RR, Woodward M. Diabetes as risk factor for incident coronary heart disease in women compared with men: a systematic review and meta-analysis of 64 cohorts including 858,507 individuals and 28,203 coronary events. Diabetologia. 2014;57(8):1542-51. https://doi.org/10.1007/s00125-014-3260-6
Virani SS, Alonso A, Aparicio HJ, Benjamin EJ, Bittencourt MS, Callaway CW, et al. Heart disease and stroke statistics – 2021 update: a report from the American Heart Association. Circulation. 2021;143(8):e254-743. https://doi.org/10.1161/CIR.0000000000000950
Ali MK, Pearson-Stuttard J, Selvin E, Gregg EW. Interpreting global trends in type 2 diabetes complications and mortality. Diabetologia. 2022;65(1):3-13. https://doi.org/10.1007/s00125-021-05585-2
Einarson TR, Acs A, Ludwig C, Panton UH. Prevalence of cardiovascular disease in type 2 diabetes: a systematic literature review of scientific evidence from across the world in 2007–2017. Circ Res. 2018;124(5):633-43. https://doi.org/10.1161/CIRCRESAHA.119.316065
Stamler J, Vaccaro O, Neaton JD, Wentworth D. Diabetes, other risk factors, and 12-yr cardiovascular mortality for men screened in the Multiple Risk Factor Intervention Trial. J Am Coll Cardiol. 1993;31(6):1235-45. https://doi.org/10.1016/j.jacc.2007.01.088
Beverly JK, Budoff MJ. Atherosclerosis: pathophysiology of insulin resistance, hyperglycemia, hyperlipidemia, and inflammation. J Diabetes. 2020;12(2):102-4. https://doi.org/10.1111/1753-0407.12970
Echouffo-Tcheugui JB, Musani SK, Bertoni AG, Correa A, Fox ER, Mentz RJ. Patients phenotypes and cardiovascular risk in type 2 diabetes: The Jackson Heart Study. Cardiovasc Diabetol. 2022;21(89). https://doi.org/10.1186/s12933-022-01501-z
Herder C, Roden M. A novel diabetes typology: towards precision diabetology from pathogenesis to treatment. Diabetologia. 2022 Nov;65(11):1770-81. https://doi.org/10.1007/s00125-021-05625-x
Маньковський БМ. Діабетична нейропатія: від голови до кінчиків пальців. Київ: Моріон, 2017. 208 с. [Mankovsky BM. Diabetic neuropathy: from head to toe. Kyiv: Morion; 2017. 208 p.].
Ma C-X, Ma X-N, Guan C-H, Li Y-D, Mauricio D, Fu S-B. Cardiovascular disease in type 2 diabetes mellitus: progress toward personalized management. Cardiovasc Diabetol. 2022;21:74. https://doi.org/10.1186/s12933-022-01743-w
Blin P, Joubert M, Jourdain P, Zaoui P, Guiard E, Sakr D, et al. Cardiovascular and renal diseases in type 2 diabetes patients: 5-year cumulative incidence of the first occurred manifestation and hospitalization cost: a cohort within the French SNDS nationwide claims database. Cardiovasc Diabetol. 2024;23(1):22. https://doi.org/10.1186/s12933-023-02101-1
Marassi M, Fadini GP. The cardio-renal-metabolic connection: a review of the evidence. Cardiovasc Diabetol. 2023;22:195. https://doi.org/10.1186/s12933-023-01937-x
Leitinger N. Oxidized phospholipids as modulators of inflammation in atherosclerosis. Curr Opin Lipidol. 2003;14(5):421-30. https://doi.org/10.1097/00041433-200310000-00002.
Margolis KL, Manson JE, Greenland P, et al. Leukocyte count as a predictor of cardiovascular events and mortality in postmenopausal women: The Women’s Health Initiative Observational Study. JAMA Intern Med. 2005;165(5):500-8. https://doi.org/10.1001/archinte.165.5.500
Wang T, Li M, Zeng T, et al. Association Between Insulin Resistance and Cardiovascular Disease Risk Varies According to Glucose Tolerance Status: A Nationwide Prospective Cohort Study. Diabetes Care. 2022;45(8):1863-72. https://doi.org/10.2337/dc22-0202
Ahlqvist E, Storm P, Käräjämäki A, Martinell M, Dorkhan M, Carlsson A, et al. Novel subgroups of adult-onset diabetes and their association with outcomes: a data-driven cluster analysis of six variables. Lancet Diabetes Endocrinol. 2018 May;6(5):361-9. https://doi.org/10.1016/S2213-8587(18)30051-2
Pollak J, Sypniewska G. Microalbuminuria and risk of cardiovascular diseases in patients with diabetes and hypertension. Biochem Med (Zagreb). 2008;18(1):10-8. https://doi.org/10.11613/BM.2008.004
Paulus WJ, Tschöpe C. A novel paradigm for heart failure with preserved ejection fraction: comorbidities drive myocardial dysfunction and remodeling through coronary microvascular endothelial inflammation. J Am Coll Cardiol. 2013;62(4):263-71. https://doi.org/10.1016/j.jacc.2013.02.092
Ofstad AP, Atar D, Gullestad L, Langslet G, Johansen OE. The heart failure burden of type 2 diabetes mellitus: a review of pathophysiology and interventions. Heart Fail Rev. 2018;23(3):303–323. https://doi.org/10.1007/s10741-018-9685-0
Seferovic PM, Paulus WJ. Clinical diabetic cardiomyopathy: a two-faced disease with restrictive and dilated phenotypes. Eur Heart J. 2015;36(27):1718-27. https://doi.org/10.1093/eurheartj/ehv134
Kidney Disease: Improving Global Outcomes (KDIGO). Clinical practice guideline for the evaluation and management of chronic kidney disease. Kidney Int Suppl. 2013;3(1):1-150. https://doi.org/10.1038/kisup.2012.73
Gansevoort RT, Correa-Rotter R, Hemmelgarn BR, et al. Chronic kidney disease and cardiovascular risk: epidemiology, mechanisms, and prevention. Lancet. 2013;382(9889):339-52. https://doi.org/10.1016/S0140-6736(13)60595-4
Serhiyenko VO, Sehin VB, Hotsko ME, Serhiyenko LM, Serhiyenko OO. Metabolic syndrome, dyssomnia, and melatonin. Mizhnarodniy Endokrynologichniy Zhurnal. 2024;20(2):1375. https://doi.org/10.22141/2224-0721.20.2.2024.1375
Reiner Z, Catapano AL. ESC/EAS guidelines for the management of dyslipidaemias: lipid modification to reduce cardiovascular risk. Eur Heart J. 2020;41(1):111-88. https://doi.org/10.1093/eurheartj/ehz455
Ray KK, Strandberg T. Statin therapy and cardiovascular outcomes in diabetic patients. Lancet Diabetes Endocrinol. 2021;9(7):418-29. https://doi.org/10.1016/S2213-8587(21)00134-3