Role of plasma 8-OXO-2’-deoxyguanosine in target organ damage in patients with hypertension and type 2 diabetes

Valeriya Nemtsova; Anna Shalimova; Olena Kolesnikova; Olena Vysotska; Vira Zlatkina; Natalia Zhelezniakova

doi:10.5603/AH.a2022.0006

Original paper

Role of plasma 8-OXO-2’-deoxyguanosine in target organ damage in patients with hypertension and type 2 diabetes

Valeriya Nemtsova1

Anna Shalimova23Olena Kolesnikova3Olena Vysotska4Vira Zlatkina1Natalia Zhelezniakova2

1Educational and Scientific Medical Institute of National Technical University “Kharkiv Polytechnic Institute”, Kharkiv, Ukraine

2Kharkiv National Medical University, Kharkiv, Ukraine

3Government Institution “L.T. Malaya Therapy National Institute of the National Academy of Medical Sciences of Ukraine”, Kharkiv, Ukraine

4National Aerospace University H.E. Zhukovsky “Kharkiv Aviation Institute”, Kharkiv, Ukraine

Address for correspondence: Anna Shalimova, Kharkiv National Medical University, Kharkiv, Ukraine; e-mail: anna.shalimova83@gmail.com

This article is available in open access under Creative Common Attribution-Non-Commercial-No Derivatives 4.0 International (CC BY-NC-ND 4.0) license, allowing to download articles and share them with others as long as they credit the authors and the publisher, but without permission to change them in any way or use them commercially

Abstract

Background: The aim of the study was to determine the prognostic value of 8-oxo-2’-deoxyguanosine (8-OHdG) plasma levels for cardiovascular complications (CVC) development in hypertension (HTN) and type 2 diabetes mellitus (T2DM) comorbidity.

Material and methods: One hundred fifty-six patients (mean age 61.71 ± 0.87 years) with the combined course of HTN stage II and T2DM (group 1) and 100 non-diabetic patients with HTN stage II (mean age 60.59 ± 0.87 years, group 2) were examined. Lipid, carbohydrate metabolism, plasma insulin, plasma 8-OHdG (by ELISA), blood pressure levels were measured. Observation period was 12 months.

Results: Plasma levels of 8-OHdG in the patients’ groups were significantly higher than in the controls (p < 0.001), in the group 1 higher than in group 2 (15.37 ± 0.27 ng/L vs. 14.00 ± 0.29 ng/L, respectively, p = 0.002). Plasma levels of 8-OHdG in group-2 patients who developed cardiovascular complications during observation period were significantly higher than in those without cardiovascular complications (16.47 ± 0.62 ng/L vs. 15.11 ± 0.29 ng/L, respectively, p = 0.046). The ROC analysis made it possible to propose the 8-OHdG plasma level ≥ 15.68 ng/L as an identifier for the cardiovascular complications in patients with studied comorbidity. In group 1, in patients with 8-OHdG plasma level ≥ 15.68 ng/L such cardiovascular risk factors as total cholesterol (TC) (p = 0.034), low density lipoprotein cholesterol (LDL-C) (p = 0.035), systolic blood pressure (p = 0.022), HOMA-IR (p = 0.046) were significantly higher compared with those whose level of this indicator was < 15.68 ng/L.

Conclusion: Determination of the plasma 8-OHdG allows not only for assessment of the severity of oxidative stress, but also for determination of the course and prognosis in comorbidity of HTN and T2DM.

Key words: arterial hypertension; type 2 diabetes mellitus; plasma 8-oxo-2’-deoxyguanosine; cardiovascular complications

Arterial Hypertens. 2022, vol. 26, no. 2, pages: 78–83

DOI: 10.5603/AH.a2022.0006

Introduction

Hypertension (HTN) affects 26.4% of the world’s adult population, remaining the leading risk factor for premature death and disability worldwide [1]. HTN together with such common risk factors as dyslipidemia, obesity, smoking, hypodynamia, diabetes mellitus (DM) is causative for at least 70–75% incident stroke, 80–90% myocardial infarction [2]. The association of HTN and type 2 DM (T2DM) is estimated at 80% of diabetic patients [2]. At the same time, among patients with HTN the prevalence of T2DM is in 2–2.5 times higher than in subjects with normal blood pressure [2].

There are numerous studies suggesting that oxidative stress (OS) links vascular wall damage to the progression of various cardiovascular complications in diabetes [3]. One of the key role in the regulation of cells’ antioxidant protection plays the enzymatic redox system of glutathione [4], which includes reduced glutathione and enzymes that ensure its regeneration from the oxidized form of glutathione: glutathione peroxidase (GPO), glutathione reductase and glutathione transferase. Reduced glutathione availability, in turn, maintains the high activity of thiol-containing enzymes and has a stabilizing effect on the state of highly reactive SH-groups in erythrocyte membranes [4].

Oxidative stress also includes reactive molecules that can damage nucleic acids, which significantly affects the course of many diseases. Changes in genetic information, mutagenesis, and cellular apoptosis associated with this make oxidative damage of nucleic acids one of the most dangerous modifications among biomolecules [5]. It was previously shown that of the four bases, which make up the DNA structure, guanine is the most oxidized [6]. Among the most important biological OS markers there are the following purines: 8-hydroxy-2’-deoxyguanosine (8-OHdG) or its oxidized form 8-oxo-7,8-dihydro-2’-deoxyguanosine (8-oxodG). 8-OHdG is considered as the most sensitive and useful marker of oxidative DNA damage [7, 8], which can be found in many tissues and fluids as it easily penetrates from cells into the blood [6]. However, the biological role of 8-OHdG is currently poorly understood [6, 9].

Patients with any type of diabetes, both children and adults, are characterized by higher levels of oxidative DNA damage as assessed with 8-OHdG levels. Based on these observations, the 8-OHdG may play a role as a biomarker in the diagnosis of OS in diabetes [5, 7].

The aim of our study was to determine the prognostic value of 8-oxo-2’-deoxyguanosine plasma levels for the development of cardiovascular complications in patients with a combined course of HTN and T2DM.

Material and methods

The study included 2 groups: group1 — 156 patients (82 males and 74 females), the mean age 62.11 ± 0.64 years, with HTN stage 2 (disease duration of 10.2 ± 3.3 years) and T2DM (disease duration of 4.6 ± 2.4 years) and 100 nondiabetic patients with HTN stage 2 (disease duration of 9.3 ± 2.6 years) as a comparison group (group 2) no different in terms of sex distribution and age (mean age of 60.59 ± 0.87 years) [10–12]. The control group consisted of 30 volunteers matched by sex and age, but free of cardiovascular disease and endocrine disorders.

Along with dietary recommendations, patients were administered with blood pressure-, glycemia- and cholesterol-lowering therapies, as recommended by international and national guidelines for the management of these patients [10–12]. Stable drug therapy was administered no shorter than 6 months prior to inclusion. Patients with symptomatic HTN, type 1 DM as well as other endocrine disorders and severe diseases of any sorts were excluded. The follow up was set at 12 months.

Office blood pressure (BP) was measured in a sitting position on the non-dominant arm. Body mass index (BMI) was calculated as standard. Fasting glucose and glycated hemoglobin level (HbA1c) together with lipids: total cholesterol (TC), triglycerides (TG), high-density lipoprotein cholesterol (HDL-C), very low density lipoproteins cholesterol (VLDL-C), low density lipoprotein cholesterol (LDL-C) were assessed. Additionally, lab test included plasma insulin concentration (enzyme immunoassay). Insulin resistance (IR) was estimated with HOMA-IR index by the formula:

(fasting glucose) × (fasting insulin) mmol/mL/22.5

Oxidative stress assessment included activity of GPO and the level of sulfhydryl groups (SH-groups). The level of malondialdehyde (MDA) was used as a marker of the lipid peroxidation and oxidative system activity. The activity of GPO (EC 1.11.1.9) in Ethylenediaminetetraacetic acid (EDTA)-hemolysate was determined by the decrease of the reduced glutathione content within the 5-minute period of test hemolysate sample incubation in the presence of an oxidizing substrate, cumene hydroperoxide, by means of the photometric method [13]. The SH-groups and MDA were determined in the blood serum using the photometric method [13]. The following reagents were used: thiobarbituric acid (Organika, Germany), dithiobis nitrobenzoic acid (Merck, Germany), glutathione (Sigma-Aldrich, Japan), cumene hydroperoxide (Merck, Germany). The determination of 8-OH-dG in the blood serum was carried out by ELISA with kits “Bio-Vendor” (Czech Republic).

Statistical methods

Normality of data distribution was tested with Shapiro-Wilk test. Quantitative variables are presented as Mean ± SE (SE-standard error), qualitative characteristics were described as the frequency of events (% of the observations normal number). T-test was used to check for differences between groups where appropriate. Linear regression analysis with correlation coefficient was performed to see the associations where appropriate. Receiver operating characteristic (ROC) analysis was used to determine the identifier of the cardiovascular events formation. P-value of less than 0.05 was considered valid for all calculations.

The study was performed in compliance with the basic provisions of the World Medical Association (WMA), Helsinki Declaration on ethical principles for medical research involving human subjects (1964–2000) and MHC of Ukraine Order N690 dated September 23, 2009. The study was approved by the Bioethics Commission of Kharkiv National Medical University (Ukraine) in accordance with the principles set forth in Helsinki Declaration. All the patients signed the inform consent.

Results

Despite standard antihypertensive, antidiabetic and hypolipidemic therapy, the OS markers were significantly higher in both study groups as referred to controls (Tab. 1). The presence of T2DM was characterized by a significantly more pronounced OS, which was manifested by a significantly higher levels of 8-OHdG (p = 0.002) against the background of significantly lower levels of GPO (p = 0.032) in comparison with nondiabetic patients with AH.

Table 1. Oxidant-antioxidant balance parameters (M ± m)

Parameter	Control group (n = 30)	Group 1 (n = 156)	Group 2 (n = 100)	p
MDA [µmol/l]	4.20 ± 0.08	6.48 ± 0.14*	6.13 ± 0.18*	p* < 0.001 p1–2 > 0.05
GPO [µkat/gHb]	6.67 ± 0.16	5.41 ± 0.11*	5.81 ± 0.15*	p* < 0.05 p1–2 = 0.032
SH-groups [µmol/L]	704.10 ± 9.43	574.86 ± 6.08*	569.37 ± 7.60*	p* < 0.001 p1–2 > 0.05
8-OHdG [ng/L]	6.77 ± 0.16	15.37 ± 0.27*	14.00 ± 0.29*	p* < 0.001 p1–2 = 0.002

*changes are reliable compared with the control group; MDA — malondialdehyde; GPO — glutathione peroxidase; SH-groups — sulfhydryl groups; 8-OHdG — 8-hydroxy-2-deoxyguanosine

By the end of the follow-up period, in 20 patients (12.8 ± 2.7%) with comorbid pathology, cardiovascular complications (CVC) developed including acute coronary syndromes (MI inclusive), ischemic stroke, transient ischemic attack (TIA), signs and symptoms of heart failure. Comparative analysis of OS parameters with relation to CVC showed significantly higher levels of 8-OHdG in patients who developed CVC (p = 0.046) (Tab. 2). At the same time, in this subgroup of individuals, there were signs of a significant decrease in the antioxidant system activity (significantly lower levels of GPO, p = 0.048) and significantly higher levels of OS indicator MDA (p = 0.048).

Table 2. Oxidant-antioxidant balance parameters in patients with comorbidity of arterial hypertension (AH) and type 2 diabetes mellitus (T2DM) in dependence of presence of cardiovascular complications (CVC) during observation period (M ± m)

Parameter	Patients with CVC (n = 20)	Patients without CVC (n = 136)	p
MDA [µmol/L]	6.40 ± 0.11	6.10 ± 0.10	0.048
Glutathione peroxidase [µkat/gHb]	5.24 ± 0.31	5.90 ± 0.11	0.048
SH-groups [µmol/L]	556.53 ± 15.65	577.55 ± 6.57	0.226
8-OHdG [ng/L]	16.47 ± 0.62	15.11 ± 0.29	0.046

MDA — malondialdehyde; GPO — glutathione peroxidase; SH-groups — sulfhydryl groups; 8-OHdG — 8-hydroxy-2-deoxyguanosine

To find the optimal threshold value of 8-OHdG or the cut-off-value of this parameter as a predictor of CVC in patients with HTN and T2DM a ROC analysis was performed. AUC equaled 0.834 ± 0.042, which suggested a very good quality of an identifier for the CVC development (Fig. 1).

Figure 1. Receiver operating characteristic (ROC) curve 8-hydroxy-2’-deoxyguanosine (8-OHdG) level for the prediction of cardiovascular complications (CVC) in patient with comorbidity of arterial hypertension (AH) and type 2 diabetes mellitus (T2DM)

The 8-OHdG level = 15,68 ng/L was the optimal cut-off with the maximum values of sensitivity (Se) 81.8% and specificity (Sp) 77.2%: in 81.8% patients with AH and T2DM with CVC 8-OHdG levels were more than 15.68 ng/L, and 77.2% of patients with this comorbidity without CVC had 8-OHdG levels less than 15.68 ng/L.

Analysis of metabolic parameters and BP levels depending on the level of 8-OHdG, proposed as a predictor of CVC in specified comorbidity, showed significantly higher levels of TC (p = 0.034), LDL-C (p = 0.035), systolic blood pressure (SBP, p = 0.022), and HOMA-IR index (p = 0.046) in patients with 8-OHdG levels of more than 15.68 ng/L (Tab. 3). The presence of significantly higher values of these recognized cardiovascular risk factors (CVR) in patients with plasma 8-OHdG above the threshold confirmed the assumption that the plasma level of 8-OHdG can be used as a marker of CVC in this category of patients.

Table 3. Metabolic and anthropometric parameters according to 8-hydroxy-2’-deoxyguanosine (8-OHdG) levels in patients with hypertension (HTN) and type 2 diabetes mellitus (T2DM) comorbidity

Parameter	8-OHdG plasma levels up to 15.68 ng/L (n = 122)	8-OHdG plasma levels more than 15.68 ng/L (n = 34)	p
TC [mmol/L]	5.21 ± 0.12	5.73 ± 0.22	0.034
VLDL-C [mmol/L]	0.79 ± 0.03	1.09 ± 0.20	> 0.05
HDL-C [mmol/L]	1.08 ± 0.03	1.33 ± 0.05	< 0.001
LDL-C [mmol/L]	3.11 ± 0.12	3.57 ± 0.23	0.035
TG [mmol/L]	1.92 ± 0.07	1.82 ± 0.22	> 0.05
Fasting glucose [mmol/L]	9.01 ± 0.30	7.82 ± 0.52	0.039
Fasting insulin [μIU/mL]	20.98 ± 1.25	17.96 ± 1.50	> 0.05
HOMA-IR	6.74 ± 0.52	7.96 ± 0.30	0.046
HbA1c (%)	7.74 ± 0.12	6.96 ± 0.16	> 0.05
BMI [kg/m2]	28.60 ± 0.34	28.34 ± 0.63	> 0.05
SBP [mm Hg]	145.10 ± 1.08	152.82 ± 2.21	0.022
DBP [mm Hg]	87.25 ± 1.06	86.67 ± 1.45	> 0.05
PBP [mm Hg]	54.81 ± 1.18	57.43 ± 1.44	> 0.05
MDA [µmol/L]	6.21 ± 0.23	6.59 ± 0.14	> 0.05
GPO [µkat/gHb]	5.67 ± 0.14	5.22 ± 0.17	0.042
SH-groups [µmol/L]	577.42 ± 6.22	572.69 ± 9.89	> 0.05

TC — total cholesterol; VLDL-C — very low density lipoproteins cholesterol; HDL-C — high density lipoprotein cholesterol; LDL-C — low density lipoprotein cholesterol; TG — triglycerides; HOMA-IR — HOmeostatic Model Assessment — Insulin Resistance; HbA1c — glycosylated hemoglobin; BMI — body mass index; SBP — systolic blood pressure; DBP — diastolic blood pressure; PBP — pulse blood pressure; MDA — malondialdehyde; GPO — glutathione peroxidase; SH-groups — sulfhydryl groups

Studying the role of plasma 8-OHdG as a marker for disease course and prognosis, the impact and relationships between this parameter and anthropometric and metabolic parameters, which are known CVR markers, were evaluated. Correlations between 8-OH-dG levels and such CVR factors as TG levels (r = –0.190, p = 0.018), HDL-C (r = 0.268, p = 0.001), SBP (r = 0.219, p = 0.006), and diastolic blood pressure (DBP) (r = 0.216, p = 0.007) were revealed. The analysis of variance revealed a significant effect of 8-OH-dG plasma levels on BMI (p = 0.008), TC (p = 0.004), TG (p = 0.010), LDL-C (p = 0.005), HbA1c (p = 0.033), HOMA-IR (p = 0.001), SBP (p = 0.008), and pulse blood pressure (PBP) (p = 0.007).

Discussion

Our study showed the association of the comorbid HTN and T2DM with the 8-OHdG levels (an oxidative stress marker). Apparently, the magnitude of oxidative stress denoted with 8-OHdG levels might be discriminative for TOD development. The presence of T2DM in hypertensive patients further aggravated OS.

Despite the data on the beneficial effects of contemporary blood pressure-lowering [10] and hypoglycemic [11] therapies, our study did not confirm these phenomena in real-world cohorts. Clustering of HTN and T2DM may partly explain lack of such phenomenon. As previously shown, an increase in blood glucose between 5.5 and 7.0 mmol/L may be accompanied by an increase in free radicals, which in turn may translate into TOD development [7].

Over the course of the last 2 decades, there have been studies suggesting the negative effect of statins on oxidant-antioxidant balance, especially studies in diabetes. The so-called statin-induced oxidative stress, associated primarily with toxic effects on liver enzymes [14–16] and with a negative effect on the redox-balance of b-cells [17], cannot be excluded also in our cohort.

Numerous studies have shown that 8-OHdG is not only a biomarker of OS, a possible risk factor for cancer, coronary heart disease, diabetes and atherosclerosis, but can also be a predictor of the course and prognosis of some diseases [18]. Our data coincide with the data of Erkan Yıldırım et al. (2017) who found higher levels of 8-OHdG in patients with HTN, including white coat hypertension, emphasizing the role of this molecule in oxidative damage [19]. The presence of significantly higher levels of 8-OHdG in patients with HTN solely as well as HTN + T2DM vs. the control group are also in line with the results of the meta-analysis of 14 trials involving 810 CVD patients which demonstrated higher levels of 8-OHdG in this category of patients compared to healthy individuals [20].

Elevated levels of 8-OHdG in patients with diabetes have been described in a number of studies; a correlation between the level of oxidative DNA damage and the severity of diabetic nephropathy/retinopathy was reported [21]. It is known that high levels of oxidized purines caused by hyperglycemia reflect DNA damage [22]. As opposed to previous reports [21] on normalization of the elevated levels of 8-OHdG in diabetes with glycemia-lowering drugs, our study showed more than twofold increase in 8-OHdG levels in patients with HTN and T2DM compared with the control group (p < 0.001) and significantly higher than in the nondiabetic patients with HTN solely (p = 0.002), despite the ongoing therapy.

In our previous study, we have shown that mutually aggravating effect of endothelial dysfunction, dyslipidemia, hyperglycemia and insulin resistance on the clinical course of HTN and T2DM may exist [23]. In this study, differences in TC, LDL-C, HOMA-IR and SBP were observed with relation to 8-OHdG plasma levels. Plasma levels of TC and SBP are included in most of the scales used to assess CV risk (SCORE, Framingham scale) [24, 25]. The presence of a coherent relationship between 8-OHdG levels and SBP as well as 8-OHdG levels and TC supports the concept of utilizing this marker in the prediction of clinical course of HTN and T2DM.

Conclusions

Our study suggests that 8-OHdG plasma levels not only depict current oxidative stress status, but it may contribute to more precise CV risk assessment of patients with comorbid hypertension and diabetes.

Conflict of interests

The authors declare the absence of conflict of interests.

References

Forouzanfar MH, Alexander L, Anderson HR, et al. GBD 2013 Risk Factors Collaborators. Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks in 188 countries, 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013. Lancet. 2015; 386(10010): 2287–2323, doi: 10.1016/S0140-6736(15)00128-2, indexed in Pubmed: 26364544.
Illiash MH, Bazyka OIe, Dovhanych NV, et al. [Hypertension and diabetes mellitus: modern aspects of treatment]. Practitioner. 2016; 5(2): 5–9.
Münzel T, Camici GG, Maack C, et al. Impact of Oxidative Stress on the Heart and Vasculature: Part 2 of a 3-Part Series. J Am Coll Cardiol. 2017; 70(2): 212–229, doi: 10.1016/j.jacc.2017.05.035, indexed in Pubmed: 28683969.
Kalinina EV, Chernov NN, Novichkova MD. Role of glutathione, glutathione transferase, and glutaredoxin in regulation of redox-dependent processes. Biochemistry (Mosc). 2014; 79(13): 1562–1583, doi: 10.1134/S0006297914130082, indexed in Pubmed: 25749165.
Urbaniak SK, Boguszewska K, Szewczuk M, et al. 8-Oxo-7,8-Dihydro-2’-Deoxyguanosine (8-oxodG) and 8-Hydroxy-2’-Deoxyguanosine (8-OHdG) as a Potential Biomarker for Gestational Diabetes Mellitus (GDM) Development. Molecules. 2020; 25(1), doi: 10.3390/molecules25010202, indexed in Pubmed: 31947819.
Marmiy NV, Esipov DS. The biological role of 8-oxo-2’-deoxyguanosine. Moscow University Bulletin Series 16 Biology. 2015; 4: 19–23.
Al-Aubaidy HA, Jelinek HF. Oxidative DNA damage and obesity in type 2 diabetes mellitus. Eur J Endocrinol. 2011; 164(6): 899–904, doi: 10.1530/EJE-11-0053, indexed in Pubmed: 21436346.
Di Minno A, Turnu L, Porro B, et al. 8-Hydroxy-2-Deoxyguanosine Levels and Cardiovascular Disease: A Systematic Review and Meta-Analysis of the Literature. Antioxid Redox Signal. 2016; 24(10): 548–555, doi: 10.1089/ars.2015.6508, indexed in Pubmed: 26650622.
Kant M, Akış M, Çalan M, et al. Elevated urinary levels of 8-oxo-2’-deoxyguanosine, (5’R)- and (5’S)-8,5’-cyclo-2’-deoxyadenosines, and 8-iso-prostaglandin F as potential biomarkers of oxidative stress in patients with prediabetes. DNA Repair (Amst). 2016; 48: 1–7, doi: 10.1016/j.dnarep.2016.09.004, indexed in Pubmed: 27769710.
Williams B, Mancia G, Spiering W, et al. ESC Scientific Document Group . 2018 ESC/ESH Guidelines for the management of arterial hypertension. Eur Heart J. 2018; 39(33): 3021–3104, doi: 10.1093/eurheartj/ehy339, indexed in Pubmed: 30165516.
Buse JB, Wexler DJ, Tsapas A, et al. 2019 update to: Management of hyperglycaemia in type 2 diabetes, 2018. A consensus report by the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD). Diabetologia. 2020; 63(2): 221–228, doi: 10.1007/s00125-019-05039-w, indexed in Pubmed: 31853556.
Unifikovanyi klinichnyi protokol pervynnoi ta vtorynnoi (spetsializovanoi) medychnoi dopomohy: tsukrovyi diabet 2 typu (nakaz MOZ 1118 vid 21.12.2012 r. [In Ukrainian].
Arutyunov A, Dubinina EE, Zyibina NN. [Methods for evaluation of free radical oxidation and antioxidant system of the body: methodical recommendations] . Foliant. 2004: 104c.
Liu A, Wu Q, Guo J, et al. Statins: Adverse reactions, oxidative stress and metabolic interactions. Pharmacol Ther. 2019; 195: 54–84, doi: 10.1016/j.pharmthera.2018.10.004, indexed in Pubmed: 30321555.
Zeng H, Liu Z. Atorvastatin Induces Hepatotoxicity in Diabetic Rats via Oxidative Stress, Inflammation, and Anti-Apoptotic Pathway. Med Sci Monit. 2019; 25: 6165–6173, doi: 10.12659/MSM.915790, indexed in Pubmed: 31420530.
Nemtsova VD. The effect of statin therapy on oxidative stress indices in patients with arterial hypertension and type 2 diabetes mellitus. Zaporozhye Med J. 2018; 0(1), doi: 10.14739/2310-1210.2018.1.121876.
Lorza-Gil E, de Souza JC, García-Arévalo M, et al. Coenzyme Q protects against b-cell toxicity induced by pravastatin treatment of hypercholesterolemia. J Cell Physiol. 2019; 234(7): 11047–11059, doi: 10.1002/jcp.27932, indexed in Pubmed: 30536661.
Thomas MC, Woodward M, Li Q, et al. ADVANCE Collaborative Group. Relationship Between Plasma 8-OH-Deoxyguanosine and Cardiovascular Disease and Survival in Type 2 Diabetes Mellitus: Results From the ADVANCE Trial. J Am Heart Assoc. 2018; 7(13), doi: 10.1161/JAHA.117.008226, indexed in Pubmed: 29960985.
Yıldırım E, İpek E, Bavunoğlu I, et al. The impact of protein oxidation on sustained and white coat hypertension. Anatol J Cardiol. 2017; 17(3): 210–216, doi: 10.14744/AnatolJCardiol.2016.7174, indexed in Pubmed: 27684518.
Di Minno A, Turnu L, Porro B, et al. 8-Hydroxy-2-Deoxyguanosine Levels and Cardiovascular Disease: A Systematic Review and Meta-Analysis of the Literature. Antioxid Redox Signal. 2016; 24(10): 548–555, doi: 10.1089/ars.2015.6508, indexed in Pubmed: 26650622.
Al-Aubaidy HA, Jelinek HF. Oxidative DNA damage and obesity in type 2 diabetes mellitus. Eur J Endocrinol. 2011; 164(6): 899–904, doi: 10.1530/EJE-11-0053, indexed in Pubmed: 21436346.
Urbaniak SK, Boguszewska K, Szewczuk M, et al. 8-Oxo-7,8-Dihydro-2’-Deoxyguanosine (8-oxodG) and 8-Hydroxy-2’-Deoxyguanosine (8-OHdG) as a Potential Biomarker for Gestational Diabetes Mellitus (GDM) Development. Molecules. 2020; 25(1), doi: 10.3390/molecules25010202, indexed in Pubmed: 31947819.
Nemtsova V, Bilovol O, Shalimova A. Vascular endothelial growth factor as a marker of endothelial dysfunction in poly- and comorbidity: focus on hypertension, type 2 diabetes mellitus and subclinical hypothyroidism. Arterial Hypertension. 2019; 23(2): 98–104, doi: 10.5603/ah.a2019.0006.
D’Agostino RB, Vasan RS, Pencina MJ, et al. General cardiovascular risk profile for use in primary care: the Framingham Heart Study. Circulation. 2008; 117(6): 743–753, doi: 10.1161/CIRCULATIONAHA.107.699579, indexed in Pubmed: 18212285.
Verweij L, Peters RJG, Scholte Op Reimer WJM, et al. Validation of the Systematic COronary Risk Evaluation — Older Persons (SCORE-OP) in the EPIC-Norfolk prospective population study. Int J Cardiol. 2019; 293: 226–230, doi: 10.1016/j.ijcard.2019.07.020, indexed in Pubmed: 31324398.