Predictors of Cardiovascular Events in Hypertensive Patients with High Cardiovascular Risk
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Population
- (i)
- Past medical history, lifestyle variables (smoking and alcohol intake), as well as family history of hypertension, CHD, or stroke.
- (ii)
- Height, weight, body mass index (BMI) and body surface area (BSA), BP, and heart rate. Hypertension was confirmed with systolic and diastolic measurements (over 140 mmHg and 90 mmHg, respectively) and based on anamnesis, medical records, and use of antihypertensive medication.
- (iii)
- Fasting blood samples were taken to measure blood glucose, total cholesterol, HDL, LDL, and triglycerides. The examinees with total cholesterol over 193 mg/dL or triglycerides over 151 mg/dL, or those who had been on hypolipidemic medications, were treated as hyperlipidemic individuals. The presence of DM was confirmed based on anamnestic data, medical records, increased fasting glycemia, the use of oral hypoglycemics, or insulin therapy.
- (iv)
- Serum creatinine and glomerular filtration rate (eGFR) was calculated from the UK eCKD Guide on the Renal Association web page using the abbreviated MDRD equation: 186 × (Creat/88.4)-1.154 × (Age)-0.203 × (0.742 if female) × (1.210 if African American) [8].
- (v)
- Echocardiography and Color Doppler Sonography (CDS) of the carotid arteries were done during the one-month screening period and before randomization.
2.2. Echocardiography
2.3. Color Doppler Sonography of Carotid Arteries
2.4. Follow-Up Period
2.5. Statistical Analysis
3. Results
Patient Characteristics
4. Discussion
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
Statement of Ethics
References
- World Health Organization. A Global Brief on Hypertension-World Heart Day; World Health Organization: Geneva, Switzerland, 2013. [Google Scholar]
- Kannel, W.B. Hypertension: Reflections on risks and prognostication. Med. Clin. N. Am. 2009, 93, 541–558. [Google Scholar] [CrossRef] [Green Version]
- Williams, B.; Mancia, G.; Spiering, W.; Agabiti Rosei, E.; Azizi, M.; Burnier, M.; Clement, D.L.; Coca, A.; de Simone, G.; Dominiczak, A.; et al. ESC Scientific Document Group. ESC/ESH Guidelines for the management of Arterial Hypertension. Eur. Heart J. 2018, 39, 3021–3105. [Google Scholar] [CrossRef]
- Cortese, F.; Cecere, A.; Maria Cortese, A.; Andriani, A.; Truncellito, L.; Valente, F.; Giordano, P.; Matteo Ciccone, M. Vascular, cardiac and renal target organ damage associated to arterial hypertension: Which noninvasive tools for detection? J. Hum. Hypertens. 2020. [Google Scholar] [CrossRef]
- Wang, J.G.; Staessen, J.A.; Li, Y.; Van Bortel, L.M.; Nawrot, T.; Fagard, R.; Messerli, F.H.; Safar, M. Carotid intimae-media thickness and antihypertensive treatment: A meta-analysis of randomized controlled trials. Stroke 2006, 37, 1933–1940. [Google Scholar] [CrossRef] [Green Version]
- Kostic, M.; Tasic, I.S.; Kostic, S. Influence of total cardiovascular risk of hypertensive patients on reaching target values of blood pressure. Eur. J. Prevent Cardio 2013, 20, 126. [Google Scholar]
- Schmieder, R.E. End organ damage in hypertension. Dtsch. Arztebl. Int. 2010, 107, 866–873. [Google Scholar] [CrossRef]
- Levey, A.S.; Inker, L.A.; Coresh, J. GFR estimation: From physiology to public health. Am. J. Kidney Dis. 2014, 63, 820–834. [Google Scholar] [CrossRef] [Green Version]
- Marwick, H.T.; Gillebert, C.T.; Aurigemma, G.; Chirinos, J.; Derumeaux, G.; Galderisi, M.; Gottdiener, J.; Haluska, B.; Ofili, E.; Segers, P.; et al. Recommendations on the use of echocardiography in adult hypertension: A report from the european association of cardiovascular imaging (EACVI) and the american society of echocardiography (ASE). J. Am. Soc. Echocardiogr. 2015, 28, 727–754. [Google Scholar] [CrossRef] [Green Version]
- Devereux, R.B.; Alonso, D.R.; Lutas, E.M.; Gottlieb, G.J.; Campo, E.; Sachs, I.; Reichek, N. Echocardiographic assessment of left ventricular hypertrophy: Comparison to necropsy findings. Am. J. Cardiol. 1986, 57, 450–458. [Google Scholar] [CrossRef]
- Touboul, P.J.; Hennerici, M.G.; Meairs, S.; Adams, H.; Amarenco, P.; Bornstein, N.; Csiba, L.; Desvarieux, M.; Ebrahim, S.; Hernandez, R.; et al. Mannheim carotid intima-media thickness and plaque consensus (2004-2006-2011). An update on behalf of the advisory board of the 3rd, 4th and 5th watching the risk symposia, at the 13th, 15th and 20th European Stroke Conferences, Mannheim, Germany, 2004, Brussels, Belgium, 2006, and Hamburg, Germany, 2011. Cerebrovasc. Dis. 2012, 34, 290–296. [Google Scholar]
- Kostic, S.; Tasic, I.; Mijalkovic, D.; Lović, D.; Djordjević, D.; Savić, T.; Miladinvić Tasić, N.; Arandjelović, A. Association of the thickness of carotid intima-media complex and ancle brachial index with coronary disease severity. Cent Eur. J. Med. 2014, 9, 601–608. [Google Scholar] [CrossRef]
- Piepoli, M.F.; Hoes, A.W.; Agewall, S.; Albus, C.; Brotons, C.; Catapano, A.L.; Cooney, M.T.; Corrà, U.; Cosyns, B.; Deaton, C.; et al. 2016 European Guidelines on cardiovascular disease prevention in clinical practice. Eur. Heart J. 2016, 37, 2315–2381. [Google Scholar] [CrossRef] [PubMed]
- Cooney, M.T.; Vartiainen, E.; Laatikainen, T.; De Bacquer, D.; McGorrian, C.; Dudina, A.; Graham, I.; SCORE and FINRISK investigators. Cardiovascular risk age: Concepts and practicalities. Heart 2012, 98, 941–946. [Google Scholar] [CrossRef] [PubMed]
- Kannel, W.B. Epidemiology of hypertension with concomitant metabolic disorders. In Metabolic Aspects of Hypertension; Kaplan, N.M., Ed.; Science Press: New York, NY, USA, 1994; p. 113. [Google Scholar]
- Dahlof, B.; Sever, P.S.; Poulter, N.R.; Wedel, H.; Beevers, D.G.; Caulfield, M.; Collins, R.; Kjeldsen, S.E.; Kristinsson, A.; McInnes, G.T.; et al. Prevention of cardiovascular events with an antihypertensive regimen of amlodipin adding perindopril as required versus atenolol adding bendoflumethiazide as required, in the Anglo-Scandinavian Cardiac Outcomes Trial-Blood Pressure Lowering Arm (ASCOT-BPLA): A multicenter randomized controlled trial. Lancet 2005, 366, 895–906. [Google Scholar]
- The ALLHAT Officers and Coordinators for the ALLHAT Collaborative Research Group. Major outcomes in moderately hypercholesterolemic, hypertensive patients randomized to pravastatin vs usual care. The Antihypertensive and Lipid-Lowering Treatment to Prevent Heart Attack Trial (ALLHAT). JAMA 2002, 288, 2998–3007. [Google Scholar] [CrossRef]
- Brunström, M.; Carlberg, B. Effect of antihypertensive treatment at different blood pressure levels in patients with diabetes mellitus: Systematic review and meta-analyses. BMJ 2016, 352, i717. [Google Scholar] [CrossRef] [Green Version]
- Izzo, R.; de Simone, G.; Trimarco, V.; Gerdts, E.; Giudice, R.; Vaccaro, O.; De Luca, N.; Trimarco, B. Hypertensive target organ damage predicts incident diabetes mellitus. Eur. Heart J. 2013, 34, 3419–3426. [Google Scholar] [CrossRef] [Green Version]
- de Simone, G.; Wang, W.; Best, L.G.; Yeh, F.; Izzo, R.; Mancusi, C.; Roman, M.J.; Lee, E.T.; Howard, B.V.; Devereux, R.B. Target organ damage and incident type 2 diabetes mellitus: The Strong Heart Study. Cardiovasc. Diabetol. 2017, 16, 64. [Google Scholar] [CrossRef] [Green Version]
- Bavishi, C.; Bangalore, S.; Messerli, F.H. Renin Angiotensin aldosterone system inhibitors in hypertension: Is there evidence for benefit independent of blood pressure reduction? Prog. Cardiovasc. Dis. 2016, 59, 253–261. [Google Scholar] [CrossRef]
- Mancia, G.; Spiering, W.; Agabiti Rosei, E.; Azizi, M.; Burnier, M.; Clement, D.L.; Coca, A.; de Simone, G.; Dominiczak, A.; Kahan, T.; et al. 2018 ESC/ESH Guidelines for the management of arterial hypertension: The Task Force for the management of arterial hypertension of the European Society of Cardiology and the European Society of Hypertension: The Task Force for the management of arterial hypertension of the European Society of Cardiology and the European Society of Hypertension. J. Hypertens. 2018, 36, 1953–2041. [Google Scholar] [CrossRef] [Green Version]
- Zanchetti, A.; Rosei, E.A.; Dal Palù, C.; Leonetti, G.; Magnani, B.; Pessina, A. The verapamil in hypertension and atherosclerosis study (VHAS): Results of long-term randomized treatment with either verapamil or chlorthalidone on carotid intima-media thickness. J. Hypertens. 1998, 16, 1667–1676. [Google Scholar] [CrossRef] [PubMed]
- Zanchetti, A.; Hennig, M.; Hollweck, R.; Bond, G.; Tang, R.; Cuspidi, C.; Parati, G.; Facchetti, R.; Mancia, G. Baseline values but not treatment-induced changes in carotid intima-media thickness predict incident cardiovascular events in treated hypertensive patients: Findings in the European Lacidipine Study on Atherosclerosis (ELSA). Circulation 2009, 120, 1084–1090. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Agewall, S.; Fagerberg, B.; Wendelhag, I.; Wendelhag, I.; Widgren, B.; Wikstrand, J. Ultrasound evaluation of atherosclerotic manifestations in the carotid artery in high-risk hypertensive patients. Risk Intervention Study (RIS) Group. Arterioscler. Thromb. 1994, 14, 1297–1304. [Google Scholar]
- Lorenz, M.W.; Markus, H.S.; Bots, M.L.; Rosvall, M.; Sitzer, M. Prediction of clinical cardiovascular events with carotid intima-media thickness: A systematic review and meta-analysis. Circulation 2007, 115, 459–467. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Zanchetti, A.; Crepaldi, G.; Bond, G.; Gallus, G.; Veglia, F.; Mancia, G.; Ventura, A.; Baggio, G.; Sampieri, L.; Rubba, P.; et al. Different effects of antihyperensive regimens based on fosinopril or hydrochlorothiazide with or without lipid lowering by pravastatin on progression of asymptomatic carotid atherosclerosis principal results of PHYLLIS—A randomized double-blind trial. Stroke 2004, 35, 2807–2812. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Tasic, I.S.; Mijalkovic, D.; Djordjevic, D.; Lović, B.; Janković, D.; Miladinović-Tasić, N.; Lović, M. Effect of fosinoprilon progression of the asymptomatic carotid atherosclerosis and left ventricular hypertrophy in hypertensive patients. Srp. Arh. Celok. Lek. 2006, 134, 106–113. [Google Scholar] [CrossRef]
- Verdecchia, P.; Carini, G.; Circo, A.; Dovellini, E.; Giovannini, E.; Lombardo, M.; Solinas, P.; Gorini, M.; Maggioni, A.P.; MAVI (MAssa Ventricolare sinistra nell’Ipertensione) Study Group. Left ventricular mass and cardiovascular morbidity in essential hypertension: The MAVI study. J. Am. Coll. Cardiol. 2001, 38, 1829–1835. [Google Scholar] [CrossRef] [Green Version]
- Tasic, I.; Kostic, S.; Djordjevic, D. Factors contributing to the change of left ventricular mass and carotid intima media thickness. In Abstract Book; ESH: Paris, France, 2016; pp. 5–12. [Google Scholar]
Variable | Initial Screening | Final Follow-Up | p |
---|---|---|---|
Systolic BP (mmHg) | 157.6 ± 16.6 | 146.1± 18.4 | <0.001 |
Diastolic BP (mmHg) | 91.2 ± 10.9 | 86.1± 9.3 | <0.001 |
BMI (kg/m2) | 28.8 ± 3.7 | 28.8± 4.2 | >0.05 |
Glycemia, (mg/dL) | 106.6 ± 25.9 | 113. ± 43.9 | >0.05 |
Total cholesterol (mg/dL) | 231.2 ± 39.4 | 211.5 ± 39.8 | <0.001 |
LDL cholesterol (mmol/dL) | 147.3 ± 34 | 128.8 ± 33.6 | <0.001 |
HDL cholesterol (mmol/dL) | 46.8 ± 11.2 | 49.1 ± 11.6 | >0.05 |
Triglycerides (mmol/dL) | 185.1 ± 139.1 | 164.8 ± 93 | >0.05 |
Diabetes mellitus (%) | 21.1 | 26.8 | >0.05 |
eGFRmL/min per 1.73 m2 | 69.3 ± 17.4 | 70.3 ± 19.9 | >0.05 |
LV mass index (g/m2) | 138.9 ± 30 | 142.6 ± 35.5 | >0.05 |
CIMT (mm) | 0.94 ± 0.25 | 0.96 ± 0.24 | >0.05 |
Plaque (%) | 52.1 | 56.3 | >0.05 |
Type of Medications | N (%) |
---|---|
ACEIs/ARBs | 84.51 |
BBs | 75.35 |
CCBs | 64.79 |
Diuretic agents | 71.83 |
Statins | 50 |
Fibrates | 7 |
Diabetes therapy | 15.5 |
Acetylsalicylic acid | 35.9 |
Parameter | HR | 95.0% CI | p |
---|---|---|---|
Univariant Cox regression analysis | |||
Female gender | 0.476 | (0.227–0.999) | 0.05 |
Age (years) | 1.020 | (0.974–1.068) | 0.396 |
Smoking habits | 1.453 | (0.504–4.191) | 0.489 |
BMI (kg/m2) | 0.971 | (0.879–1.074) | 0.569 |
Systolic BP (mmHg) | 1.033 | (1.008–1.059) | 0.008 |
Diastolic BP (mmHg) | 1.008 | (0.960–1.058) | 0.755 |
Diabetes mellitus | 2.225 | (1.026–4.821) | 0.043 |
Glycemia (mg/dL) | 1.205 | (0.959–1.514) | 0.110 |
Total cholesterol (mg/dL) | 1.592 | (1.109–2.287) | 0.012 |
LDL cholesterol (mg/dL) | 1.146 | (0.711–1.847) | 0.577 |
HDL cholesterol (mg/dL) | 0.932 | (0.256–3.391) | 0.915 |
Triglycerides (mg/dL) | 1.079 | (0.880–1.324) | 0.463 |
eGFR (mL/min per 1.73 m2) | 0.989 | (0.967–1.010) | 0.295 |
LV mass index (g/m2) | 1.015 | (1.004–1.026) | 0.010 |
Intima-media thickness (mm) | 10.522 | (3.273–33.823) | 0.000 |
Plaque | 3.785 | (1.534–9.340) | 0.004 |
Plaque in both carotid arteries | 5.263 | (2.314–11.97) | <0.001 |
Multivariate Cox regression analysis | |||
Female gender | 0.233 | (0.083–0.653) | 0.006 |
Diabetes mellitus | 3.163 | (1.04–9.613) | 0.042 |
Total cholesterol (mg/dL) | 1.879 | (1.12–3.142) | 0.016 |
Plaques in both carotid arteries | 2.989 | (1.08–8.607) | 0.042 |
Parameter | HR | 95.0% CI | p |
---|---|---|---|
Univariant Cox regression analysis | |||
Female gender | 1.906 | (0.404–8.985) | 0.415 |
Age (years) | 1.211 | (1.078–1.360) | 0.001 |
Smoking habits | 0.945 | (0.120–7.464) | 0.957 |
BMI (kg/m2) | 0.990 | (0.841–1.167) | 0.907 |
Systolic BP (mmHg) | 1.049 | (1.009–1.090) | 0.015 |
Diastolic BP (mmHg) | 0.924 | (0.850–1.003) | 0.060 |
Diabetes mellitus | 4.039 | (1.168–13.967) | 0.027 |
Glycemia (mg/dL) | 1.371 | (0.990–1.898) | 0.057 |
Total cholesterol (mg/dL) | 1.449 | (0.791–2.654) | 0.229 |
LDL cholesterol (mg/dL) | 0.820 | (0.342–1.965) | 0.656 |
HDL cholesterol (mg/dL) | 1.375 | (0.164–11.538) | 0.769 |
Triglycerides (mg/dL) | 0.974 | (0.615–1.542) | 0.909 |
eGFR (mL/min per 1.73 m2) | 0.951 | (0.916–0.987) | 0.008 |
LV mass index (g/m2) | 0.991 | (0.970–1.013) | 0.442 |
Intima-media thickness (mm) | 32.810 | (5.607–192.002) | 0.000 |
Plaque in both carotid arteries | 5.019 | (1.292–19.499) | 0.020 |
Plaque | 4.165 | (0.883–19.647) | 0.071 |
Multivariate Cox regression analysis | |||
Age (years) | 1.155 | (1.037–1.287) | 0.009 |
Intima-media thickness (mm) | 41.211 | (4.614–368.126) | 0.001 |
Diabetes mellitus | 4.123 | (1.003–1.160) | 0.040 |
Parameter | HR | 95.0% CI | p |
---|---|---|---|
Univariant Cox regression analysis | |||
Female gender | 0.844 | (0.227–0.999) | 0.761 |
Age (years) | 1.140 | (1.048–1.239) | 0.002 |
Smoking | 1.435 | (0.321–6.416) | 0.636 |
BMI (kg/m2) | 0.983 | (0.855–1.131) | 0.813 |
Systolic BP (mmHg) | 1.022 | (0.988–1.058) | 0.212 |
Diastolic BP (mmHg) | 0.938 | (0.798–1.003) | 0.062 |
Diabetes mellitus | 3.075 | (1.066–8.870) | 0.038 |
Glycemia (mg/dL) | 1.271 | (0.947–1.707) | 0.111 |
Total cholesterol (mg/dL) | 1.820 | (1.098–3.017) | 0.020 |
LDL cholesterol (mg/dL) | 1.146 | (0.576–2.282) | 0.698 |
HDL cholesterol (mg/dL) | 0.574 | (0.087–3.777) | 0.564 |
Triglycerides (mg/dL) | 1.066 | (0.787–1.444) | 0.679 |
eGFRmL/min per 1.73 m2 | 0.964 | (0.934–0.994) | 0.021 |
LV mass index (g/m2) | 1.007 | (0.991–1.024) | 0.396 |
Intima-media thickness (mm) | 8.147 | (1.473–45.042) | 0.016 |
Plaque | 3.908 | (1.089–14.029) | 0.037 |
Plaques in both carotid arteries | 5.510 | (1.722–17.632) | 0.004 |
Multivariate Cox regression analysis | |||
Age | 1.117 | (1.031–1.211) | 0.007 |
Total cholesterol (mg/dL) | 2.526 | (1.398–4.566) | 0.002 |
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Tasić, I.; Kostić, S.; Stojanović, N.M.; Djordjević, D.; Bogdanović, D.; Deljanin Ilić, M.; Lović, M.; Stoičkov, V.; Aleksandrić, S. Predictors of Cardiovascular Events in Hypertensive Patients with High Cardiovascular Risk. Medicina 2020, 56, 182. https://doi.org/10.3390/medicina56040182
Tasić I, Kostić S, Stojanović NM, Djordjević D, Bogdanović D, Deljanin Ilić M, Lović M, Stoičkov V, Aleksandrić S. Predictors of Cardiovascular Events in Hypertensive Patients with High Cardiovascular Risk. Medicina. 2020; 56(4):182. https://doi.org/10.3390/medicina56040182
Chicago/Turabian StyleTasić, Ivan, Svetlana Kostić, Nikola M. Stojanović, Dragan Djordjević, Dragan Bogdanović, Marina Deljanin Ilić, Milan Lović, Viktor Stoičkov, and Srdjan Aleksandrić. 2020. "Predictors of Cardiovascular Events in Hypertensive Patients with High Cardiovascular Risk" Medicina 56, no. 4: 182. https://doi.org/10.3390/medicina56040182
APA StyleTasić, I., Kostić, S., Stojanović, N. M., Djordjević, D., Bogdanović, D., Deljanin Ilić, M., Lović, M., Stoičkov, V., & Aleksandrić, S. (2020). Predictors of Cardiovascular Events in Hypertensive Patients with High Cardiovascular Risk. Medicina, 56(4), 182. https://doi.org/10.3390/medicina56040182