Back to Journals » Therapeutics and Clinical Risk Management » Volume 20

Role of C1q/TNF-Related Protein 6 for the Evaluation of Coronary Heart Disease Associated with Type 2 Diabetes

Authors Li M, Zhou S, Feng Z, Zhang C 

Received 13 February 2024

Accepted for publication 12 May 2024

Published 21 May 2024 Volume 2024:20 Pages 289—296

DOI https://doi.org/10.2147/TCRM.S464007

Checked for plagiarism Yes

Review by Single anonymous peer review

Peer reviewer comments 2

Editor who approved publication: Professor Garry Walsh



Mianxian Li,1,* Shuru Zhou,2,* Zexiong Feng,1,* Chi Zhang1

1Department of Cardiology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, People’s Republic of China; 2The Aoyang Cancer Institute, Affiliated Aoyang Hospital of Jiangsu University, Suzhou, Jiangsu, People’s Republic of China

*These authors contributed equally to this work

Correspondence: Chi Zhang, Email [email protected]

Objective: Coronary artery disease (CAD) and type 2 diabetes (T2DM) are closely associated with increased rate of death. C1q/TNF-related protein 6 (CTRP6) is a novel adipocytokine which plays an important role in glucose and lipid metabolism. Little is known about the function of CTRP6 in CAD and T2DM patients. Herein, we aimed to study the association of CTRP6 level with CAD and T2DM.
Methods: This study included 51 CAD, 44 CAD+T2DM and 65 non-CAD+T2DM patients from Affiliated Aoyang Hospital of Jiangsu University. Serum CTRP6 concentrations were detected by ELISA. Multiple logistic regression was used to analyze the association of serum CTRP6 with CAD and T2DM.
Results: Serum CTRP6 concentrations were significantly lower in CAD patients than controls. However, there is no significant statistical difference between CAD+T2DM patients and non-CAD+T2DM patients. Serum CTRP6 was negatively correlated with low-density lipoprotein cholesterol (LDL-C) (ρ=− 0.2769, p=0.028) in controls. Serum CTRP6 was positively correlated with age (ρ=0.4121, p=0.0027), systolic blood pressure (SBP) (ρ=0.4012, p=0.0035), Creatinine (ρ=0.3295, p=0.0194), uric acid (UA) (ρ=0.3386, p=0.0162), and left ventricular end diastolic diameter (LVD) (ρ=0.4277, p=0.0042) and negatively correlated with ejection fraction (EF) (ρ=− 0.3237, p=0.0342) in CAD patients. Serum CTRP6 was negatively correlated with high-density lipoprotein cholesterol (HDL-C) (ρ=− 0.3164, p=0.0387) in CAD+T2DM patients. Multiple logistic regression showed that the decrease of CTRP6 was significantly related to the increased prevalence of CAD. What is more, CTRP6 increased prevalence of T2DM in CAD patients.
Conclusion: Lower serum CTRP6 could be a risk factor of CAD. However, higher circulating CTRP6 associated with the increased prevalence of T2DM in CAD patients.

Keywords: CTRP6, coronary artery disease, type 2 diabetes, adipokine, CTRP, risk factor

Introduction

Cardiovascular mortality has fallen in developed countries during the past four decades.1 However, mortality has persistently increased in China. Based on epidemiological survey, there are 330 million cardiovascular disease (CVD) patients in China.2 CVD continues to be a leading cause of death around the world.3 Diabetes mellitus (DM) is a metabolic disease characterized by hyperglycemia and impaired islet secretion. By 2025, the number of DM patients is expected to rise to 300 million around the world.4 DM is now the seventh leading cause of death in the worldwide.5 T2DM accounts for more than 90% of the total number of DM. It has far-reaching effect on the health and economy.6 Previous study showed that T2DM had a higher mortality rate for CVD compared with controls.7 Hence, we should pay more attention to patients with CVD and T2DM.

C1q/TNF-related protein (CTRP) family is a newly identified and highly conserved family which contains 15 members (CTRP1-CTRP15).8 Each CTRP has its own specific distribution in vivo and exerts diverse functions.9 CTRP family has attracted a lot of attention because it plays an important role in energy homeostasis, inflammation and myocardial protection and vasodilation.10 CTRP6 is a novel adiponectin including 259 amino acids. It contains four different domains, comprising signal peptide, short N-terminal variable region, collagen domain and C-terminal C1q domain.11 CTRP6 expressed abundantly in adipose tissue, heart, brain, and so on.12 Previous studies showed that CTRP6 participated the regulation of endothelial cell function angiotensin II–induced hypertension.13 Wang et al reported that CTRP6 was related with insulin resistance. Circulating CTRP6 levels increased in T2DM patients in Chinese population.14

According to previous researches concerning the relationship between CTRP6 and endothelial cell function, circulating CTRP6 might be a potential marker of CAD. The association between CTRP6 and T2DM has been evaluated. However, the role of CTRP6 in CAD has not been well described. Accordingly, in this study, we aimed to assess the association between CTRP6 levels and CAD. Furthermore, we evaluated CTRP6 levels in CAD patients with or without T2DM.

Methods

Study Subjects

This is a case–control study. A total of 160 patients including 51 CAD, 44 CAD+T2DM and 65 non-CAD+T2DM patients were recruited from Affiliated Aoyang Hospital of Jiangsu University. Coronary artery was assessed by coronary angiography. CAD was diagnosed by ≥50% stenosis in at least one main coronary artery or its major branch, or a history of revascularization by percutaneous coronary intervention or angina pectoris. Angina pectoris was defined as effort substernal chest discomfort relieved by rest with dynamic changes in electrocardiogram. Patients with an acute infection, severe hepatic or renal dysfunction, malignancy, a history of coronary artery bypass grafting (CABG) were excluded from the study. The study was approved by the Ethics Committee of Affiliated Aoyang Hospital of Jiangsu University. We have obtained informed consent from human subjects.

Data Collection

Fasting blood samples were collected after admission. Reagents for measuring neutrophil (NE), lymphocyte (LY), hemoglobin (HB), platelet (PLT), glucose, albumin, triglyceride (TG), total cholesterol (TC), apolipoprotein A (ApoA), apolipoprotein B (ApoB), high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), creatinine, urea nitrogen (BUN), uric acid (UA), potassium, calcium, phosphate, free triiodothyronine (FT3), free thyroxine (FT4), and thyroid stimulating hormone (TSH) were obtained from Sekisui Diagnostic Ltd. We choose Cusabio’s human CTRP6 ELISA kit. The measurement was performed in accordance with the manufacturer’s instructions. Calibrator and control reagents were performed according to the laboratory’s protocols. Gensini score was calculated according to previous study.15 Left atrium (LA), left ventricular end diastolic diameter (LVD), and ejection fraction (EF) were measured in color Doppler echocardiography.

Statistical Analysis

All statistical analyses were completed with STATA 14.0. We used Kolmogorov–Smirnov test to test the normality of continuous variables. Normally distributed data and non-normally distributed data were shown as median (25th-75th). Independent samples t-test and Mann–Whitney U-test were used to compare continuous variables separately. Categorical variables were shown as frequencies and percentages. χ2 test was applied to analyze categorical variables. Kruskal Wallis test and one-way ANOVA were used for multiple testing among groups. Spearman correlation analysis was used to analyze the association of CTRP6 with other factors. Logistic regression models were performed among CAD, CAD+T2DM, and non-CAD+T2DM patients. As a common rule, a variance inflation factor (VIF) >5 was considered for the presence of multicollinearity. These variables were excluded from Logistic regression models.

Results

General Clinical Characteristics of the Population

This study included 160 subjects. Subjects were divided into 3 groups. The clinical characteristics of the population are shown in Table 1. In total, 115 males and 55 females were included. The median and interquartile range (IQR) age of the subjects were 60 (55–69) in controls, 65 (57–71) in CAD, and 64.5 (55–73) in CAD+T2DM (P=0.001). There was no significant difference among age, body mass index (BMI), Gensini Score, systolic blood pressure (SBP), diastolic blood pressure (DBP), smoking history, drinking history, neutrophil (NE), hemoglobin (HB), platelet (PLT), albumin, triglyceride (TG), total cholesterol (TC), apolipoprotein B (Apo B), low-density lipoprotein cholesterol (LDL-C), creatinine, urea nitrogen (BUN), uric acid (UA), potassium, free triiodothyronine (FT3), thyroid stimulating hormone (TSH), left atrium (LA), left ventricular end diastolic diameter (LVD). CTRP6 concentrations were significantly lower in CAD compared with controls. The median and IQR CTRP6 of the subjects were 1.10 (0.76−1.82) in controls, 0.78 (0.60−1.43) in CAD, and 1.10 (0.76−1.76) in CAD+T2DM (P=0.001) (Figure 1).

Table 1 General Clinical and Laboratory Parameter in Participants

Figure 1 Comparison of serum CTRP6 among Control (n= 65), CAD (n= 51) and CAD+T2DM (n = 44). Mann–Whitney U-test was performed. P<0.05 means statistical significance.

Association of CTRP6 with Other Factors

As shown in Table 2, Spearman correlation analysis was used to analyze the correlation between CTRP6 and other factors. In controls, CTRP6 levels were negatively correlated with LDL-C (ρ=−0.2769, P=0.028). In CAD group, CTRP6 levels were negatively correlated with ejection fraction (EF) (ρ=−03237, P=0.0342) and positively correlated with age (ρ=0.4121, P=0.0027), SBP (ρ=0.4012, P=0.0035), Creatinine (ρ=0.3295, P=0.0194), UA (ρ=0.3386, P=0.0162), and LVD (ρ=0.4277, P=0.0042). In CAD+T2DM group, CTRP6 levels were negatively associated with high-density lipoprotein cholesterol (HDL-C) (ρ=−0.3164, P=0.0387).

Table 2 Bivariate Correlation Between Serum CTRP6 Levels and Other Variables

Serum CTRP6 and the Prevalence of CAD and T2DM in CAD Patients

Logistic regression models were performed to assess the association of CTRP6 levels with an increased risk of CAD. Model 1: crude OR, no risk factors were adjusted. Model 2: partially adjusted OR for risk factors including age and sex. Model 3: fully adjusted OR for risk factors. In model 3, multicollinearity was performed to assess the potential confounding covariates. As a common rule, a variance inflation factor (VIF) >5 was considered for the presence of multicollinearity. Therefore, these confounding factors did not enter the fully adjusted model. As shown in Table 3, serum CTRP6 levels were significantly related with CAD compared with controls in model 1 (P=0.01). This founding remained stable in model 2 (P=0.001) and model 3 (P=0.034). Relationship between CTRP6 and T2DM has been reported. Furthermore, we assessed the association of CTRP6 with an increased risk of T2DM in CAD patients. We found that CTRP6 levels were also related with T2DM in CAD patients (P=0.034). This founding remained stable after adjusting for age and sex (P=0.02) or other potential confounding covariates (P=0.024).

Table 3 Logistic Regression Analysis for the Serum CTRP6

Discussion

In this study, we observed that circulating CTRP6 decreased significantly in CAD patients compared with controls. CTRP6 levels are higher in CAD+T2DM patients than in CAD patients. We found a negatively association between CTRP6 levels and the risk of CAD. Additionally, CTRP6 levels positively associated with the risk of T2DM in CAD patients. These results remained stable after adjustment for potential confounding factors. Collectively, these fundings suggested that CTRP6 related with CAD and T2DM.

CTRP family is a new family of secreted protein. It was first introduced by Lodish et al.16 Previous studies revealed that CTRP family, including CTRP1-CTRP15, participated the process of metabolic and inflammatory pathways. For example, CTRP1 could decrease plaque formation and enhance insulin sensitivity, glucose and fatty acid oxidation.17 Our previous study showed CTRP9 related with obesity.18 Low circulating levels of CTRP3 have been associated with T2DM.19 There are no studies concerning the association between CTRP6 and CAD. However, some studies showed that CTRP family played a pivotal role in regulation of cardiovascular diseases. The potential mechanism maybe due to that CTRP family regulates endothelial function, metabolic dysfunction, myocardial cell apoptosis, and so on. For example, CTRP2 was elevated in CAD patients. CTRP2 independently associated with the progression of CAD.20 It was reported that CTRP3 was significantly inhibited in the presence with CAD.21 Study showed that CTRP3 was downregulated in acute coronary syndrome patients and myocardial ischemia reperfusion (MI/R) mice. Liu22 reported that CTRP6 may exert anti-atherosclerosis by inhibiting PDGF-BB-induced VSMC proliferation and migration through suppressing PI3K/Akt/mTOR signaling pathway. CTRP6 attenuates the progression of remodeling by inhibiting the proliferation and migration of VSMCs. What is more, overexpression of CTRP3 ameliorated cardiac function and improved MI/R injury in mice.23 Yi et al24 reported that CTRP9 exerted anti-apoptotic function and reduced endoplasmic reticulum stress in MI/R injury. Moreover, CTRP9- knockout rats exhibited lower cardiac function and larger myocardial infarct size after MI/R injury.

However, the association between CTRP6 and CAD has not been described. CTRP6 is thought to be a new highly homologous family member of adiponectin paralogs. Adiponectin exerted anti-atherosclerotic, anti-diabetic, and anti-inflammatory activities in vivo.25 Previous studies demonstrated that the CTRP6 acted an important role in insulin resistance, energy homeostasis and metabolism. It was showed that CTRP6 levels were higher in obese individuals than in healthy individuals. Multiple logistic regression analysis confirmed that circulating CTRP6 levels were significantly associated with obesity.8 CTRP6 could inhibit the extracellular matrix deposition and promote AMPK pathway by promoting fatty acid oxidation in vivo and in vitro.26 CTRP6 acted as an early responder to acute nutritional changes in adipose tissue. CTRP6-knockout mice exhibited increased adipogenic gene expression and whole-adipose tissue weight.27 These results explained CTRP6 was higher in CAD with diabetes compared with that in CAD without diabetes. Since CAD is a disease characterized by abnormal lipid metabolism. Hence, we speculate that CTRP6 may be an important adipokine in the development of CAD.

The association between CTRP6 and T2DM had been described. Yang et al14 found that circulating CTRP6 levels were higher in T2DM individuals than in healthy controls or impaired glucose tolerant patients. CTRP6 levels were positively correlated with BMI, Glucose, HbA1c, TC, and TG, whereas negatively associated with HDL-C. Multiple logistic regression models showed that CTRP6 concentrations were associated with developing T2DM after adjusting age and sex. The odds ratio (OR) and 95% confidence interval (CI) was 1.009 (1.006–1.011). Study founded that CTRP6 expression was significantly upregulated in obese and diabetic humans and mouse models. Insulin stimulated Akt phosphorylation was inhibited in mice treated with CTRP6. On the one hand, CTRP6-knockout mice exhibited improved insulin action and metabolic rate. On the other hand, overexpression of CTRP6 impaired glucose disposal in response to glucose and insulin challenge in mice.28 In our study, we showed that CTRP6 was also related with T2DM in CAD patients.

Taken together, we assumed that this adipocytokine negatively related with CAD but positively associated with T2DM. However, there are still some limitations should be considered. Our study was a single-center cross-sectional study which limited the conclusion about the cause-and-effect relationship between circulating CTRP6 and CAD. Moreover, the sample size of our study was insufficient, and the result is limited. To validate these results, more patients should be recruited.

Conclusion

In conclusion, our study suggested that CTRP6 may reduce the incidence of CAD. Furthermore, CTRP6 levels may be a useful biomarker for predicting T2DM in CAD patients. Our study may serve as a basis for future studies to explore the potential preventive and therapeutic effects of CTRP6 on CAD and T2DM.

Ethics Statement

The study was approved by the Ethics Committee of Affiliated Aoyang Hospital of Jiangsu University. Each subject signed an informed consent. All human rights were observed in keeping with the Helsinki Declaration of 1975, as revised in 2008.

Funding

This work was supported by the Natural Science Foundation of The First Affiliated Hospital of Soochow University (BXQN202210).

Disclosure

The authors report that they have no conflicts of interest in this work.

References

1. Amini M, Zayeri F, Salehi M. Trend analysis of cardiovascular disease mortality, incidence, and mortality-to-incidence ratio: results from global burden of disease study 2017. BMC Public Health. 2021;21(1):401. doi:10.1186/s12889-021-10429-0

2. National Center for Cardiovascular Diseases. Annual Report on Cardiovascular Health and Diseases in China 2020; 2021.

3. Luxembourg F. Cardiovascular disease in Europe 2016: an epidemiological update. Eur Heart J. 2016;37(42):3182–3183. doi:10.1093/eurheartj/ehw468

4. Htay T, Soe K, Lopez-Perez A, et al. Mortality and cardiovascular disease in type 1 and type 2 diabetes. Curr Cardiol Rep. 2019;21(6):45. doi:10.1007/s11886-019-1133-9

5. Glovaci D, Fan W, Wong ND. Epidemiology of diabetes mellitus and cardiovascular disease. Curr Cardiol Rep. 2019;21(4):21. doi:10.1007/s11886-019-1107-y

6. Ali MK, Pearson-Stuttard J, Selvin E, et al. Interpreting global trends in type 2 diabetes complications and mortality. Diabetologia. 2022;65(1):3–13. doi:10.1007/s00125-021-05585-2

7. de Miguel-Yanes JM, Jimenez-Garcia R, Hernandez-Barrera V, et al. Impact of type 2 diabetes mellitus on in-hospital-mortality after major cardiovascular events in Spain (2002–2014). Cardiovasc Diabetol. 2017;16(1):126. doi:10.1186/s12933-017-0609-4

8. Liao X, Liu S, Tang X, et al. Circulating CTRP6 levels are increased in overweight or obese Chinese individuals and associated with insulin resistance parameters: a pilot study. Exp Clin Endocrinol Diabetes. 2021;129(7):535–541. doi:10.1055/a-0929-6072

9. Xie Y, Meng Z, Gao J, et al. C1q complement/tumor necrosis factor-associated proteins in cardiovascular disease and COVID-19. Proteomes. 2021;9(1):12. doi:10.3390/proteomes9010012

10. Sarver DC, Stewart AN, Rodriguez S, et al. Loss of CTRP4 alters adiposity and food intake behaviors in obese mice. Am J Physiol Endocrinol Metab. 2020;319(6):E1084–E1100. doi:10.1152/ajpendo.00448.2020

11. Schaffler A, Buechler C. CTRP family: linking immunity to metabolism. Trends Endocrinol Metab. 2012;23(4):194–204. doi:10.1016/j.tem.2011.12.003

12. Seldin MM, Tan SY, Wong GW. Metabolic function of the CTRP family of hormones. Rev Endocr Metab Disord. 2014;15(2):111–123. doi:10.1007/s11154-013-9255-7

13. Chi L, Hu X, Zhang W, et al. Adipokine CTRP6 improves PPARgamma activation to alleviate angiotensin II-induced hypertension and vascular endothelial dysfunction in spontaneously hypertensive rats. Biochem Biophys Res Commun. 2017;482(4):727–734. doi:10.1016/j.bbrc.2016.11.102

14. Wang M, Tang X, Li L, et al. C1q/TNF-related protein-6 is associated with insulin resistance and the development of diabetes in Chinese population. Acta Diabetol. 2018;55(12):1221–1229. doi:10.1007/s00592-018-1203-2

15. Rampidis GP, Benetos G, Benz DC, et al. A guide for gensini score calculation. Atherosclerosis. 2019;287:181–183. doi:10.1016/j.atherosclerosis.2019.05.012

16. Wong GW, Wang J, Hug C, Tsao TS, Lodish HF. A family of Acrp30/adiponectin structural and functional paralogs. Proc Natl Acad Sci U S A. 2004;101(28):10302–10307. doi:10.1073/pnas.0403760101

17. Pan X, Lu T, Wu F, et al. Circulating complement-C1q TNF-related protein 1 levels are increased in patients with type 2 diabetes and are associated with insulin sensitivity in Chinese subjects. PLoS One. 2014;9(5):e94478. doi:10.1371/journal.pone.0094478

18. Zhang C, Zhou N, Qiu P, et al. Serum C1q/TNF-related protein 9 is not related to nonalcoholic fatty liver disease. Cytokine. 2018;110:52–57. doi:10.1016/j.cyto.2018.04.019

19. Moradi N, Fadaei R, Khamseh ME, et al. Serum levels of CTRP3 in diabetic nephropathy and its relationship with insulin resistance and kidney function. PLoS One. 2019;14(4):e0215617. doi:10.1371/journal.pone.0215617

20. Ilbeigi D, Khoshfetrat M, Afrisham R, et al. Serum C1q/TNF-related protein-2 (CTRP2) levels are associated with coronary artery disease. Arch Med Res. 2020;51(2):167–172. doi:10.1016/j.arcmed.2020.01.009

21. Ahmed SF, Shabayek MI, Abdel Ghany ME, et al. Role of CTRP3, CTRP9 and MCP-1 for the evaluation of T2DM associated coronary artery disease in Egyptian postmenopausal females. PLoS One. 2018;13(12):e0208038. doi:10.1371/journal.pone.0208038

22. Dong X, Hu H, Fang Z, et al. CTRP6 inhibits PDGF-BB-induced vascular smooth muscle cell proliferation and migration. Biomed Pharmacother. 2018;103:844–850. doi:10.1016/j.biopha.2018.04.112

23. Song Y, Zhang Y, Wan Z, et al. CTRP3 alleviates myocardial ischemia/reperfusion injury in mice through activating LAMP1/JIP2/JNK pathway. Int Immunopharmacol. 2022;107:108681. doi:10.1016/j.intimp.2022.108681

24. Zhao D, Feng P, Sun Y, et al. Cardiac-derived CTRP9 protects against myocardial ischemia/reperfusion injury via calreticulin-dependent inhibition of apoptosis. Cell Death Dis. 2018;9(7):723. doi:10.1038/s41419-018-0726-3

25. Yanai H, Yoshida H. Beneficial effects of adiponectin on glucose and lipid metabolism and atherosclerotic progression: mechanisms and perspectives. Int J Mol Sci. 2019;20(5):1190. doi:10.3390/ijms20051190

26. Xie Y-H, Xiao Y, Huang Q, et al. Role of the CTRP6/AMPK pathway in kidney fibrosis through the promotion of fatty acid oxidation. Eur J Pharmacol. 2021;892:173755. doi:10.1016/j.ejphar.2020.173755

27. Lahav R, Haim Y, Bhandarkar NS, et al. CTRP6 rapidly responds to acute nutritional changes, regulating adipose tissue expansion and inflammation in mice. Am J Physiol Endocrinol Metab. 2021;321(5):E702–E713. doi:10.1152/ajpendo.00299.2021

28. Lei X, Seldin MM, Little HC, et al. C1q/TNF-related protein 6 (CTRP6) links obesity to adipose tissue inflammation and insulin resistance. J Biol Chem. 2017;292(36):14836–14850. doi:10.1074/jbc.M116.766808

Creative Commons License © 2024 The Author(s). This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution - Non Commercial (unported, v3.0) License. By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms.