Abstract
Cardiovascular diseases (CVD) are the main cause of mortality and it represents a significant percentage of hospitalizations. In the scenario of minimization of costs of the health system, methods that identify subclinical CVD would be important. Some guidelines include the measures of aortic stiffness and intima-media thickness of the carotid artery as methods to identify subclinical CVD in hypertensive patients. The pulse wave velocity (PWV) is the gold standard for the evaluation of arterial stiffness. In this review, we report the pathophysiology, the determinants of arterial stiffness, and justify its inclusion in the assessment of hypertensive patient due its direct association with cardiovascular risk, as show in the I Diretriz Brasileira de Prevenção Cardiovascular. In addition, we raised the main genetic studies of this phenotype, due to its complexity, can be modulated by dozens of genes. However, a better understanding of the relationship genetic-arterial stiffness and, even an intervention based on genotypes, should be achieved in future studies.
Keywords
Vascular stiffness; polymorphism; heritability; pathophysiology.
Resumo
As doenças cardiovasculares (DCV) são a principal causa de morte e representam uma percentagem significativa das internações. No cenário de minimização dos custos ao sistema de saúde, métodos que identifiquem DCV subclínica seriam importantes. Algumas diretrizes incluem a medida da rigidez aórtica e da espessura íntima-média da artéria carótida como métodos para identificação de DCV subclínica em hipertensos. A velocidade de onda de pulso (VOP) é considerada padrão-ouro para avaliar a rigidez arterial. Nesta revisão, abordamos a fisiopatologia e os determinantes da rigidez arterial e justificamos sua inclusão na avaliação do paciente hipertenso dada a associação direta com o risco cardiovascular, como estabelecido na I Diretriz Brasileira de Prevenção Cardiovascular. Apresentamos ainda os principais estudos genéticos deste fenótipo que, dada sua complexidade, pode ser modulado por dezenas de genes. No entanto, um melhor entendimento da relação genética-rigidez arterial, e até mesmo uma intervenção baseada em genótipos, devem ser investigadas em estudos futuros.
Introduction
Circulation, "Cardiovascular Health in Brazil - Trends and Perspectives", addressed an issue of aging and an increasing prevalence of obesity, hypertension and diabetes in the Brazilian population. Despite the 24% reduction in mortality rates for CVD, on the period from 2000 to 2011, since CVD is a major public health problem in the country, it is a leading cause of death and represents a significant percentage of expenditures on health with hospital admissions.1
The VII Brazilian Guideline of Hypertension includes the measurement of arterial stiffness and the intima-media thickness of the carotid artery as methods to assess the additional risk in the hypertensive patient. The PWV measurement constitutes the gold standard for the evaluation of arterial stiffness, due to the reproducibility and reliability of the method, as well as the demonstration of its association with cardiovascular risk in different populations.2,3
In this narrative review, we address the pathophysiology and determinants of arterial stiffness. Still, we raised the main genetic studies for this phenotype.
Aspects of arterial stiffness
Pathophysiology
Increased arterial stiffness is a complex phenomenon characterized by decreased complacency (distensibility) of the large arteries. The phenomenon occurs with aging4 and in the presence of diseases associated with the cardiovascular system, such as: diabetes5, atherosclerosis6 and chronic kidney disease7. Clinically, increased arterial stiffness may be manifested by increased pulse pressure (PP) and isolated systolic hypertension.8,9 Aortic stiffening results in elevated systolic blood pressure (SBP) and decreased diastolic blood pressure (DBP). Thus, arterial stiffness is associated with increased post-load of the left ventricle and decrease in mean coronary perfusion pressure10, which occurs mainly in the diastole. These changes result in hypertrophy of the left ventricle11, worsening of coronary ischemia12 and increased stress in the vascular wall13 which, in turn, may facilitate the rupture of atherosclerotic plaques.14
Arterial stiffening occurs through a complex interaction between dynamic and stable adaptations involving cellular elements and the extracellular matrix of the vascular wall. These changes are influenced by hemodynamic forces15,16 and extrinsic factors, such as hormones17 and inflammatory mediators18, which may be related to sodium and glucose balance.19 Arterial rigidity is modulated by means of a fine balance between production and degradation of elastin and collagen. The loss or disorganization of elastin and its replacement by collagen determines the increase in wall stiffness. Therefore, imbalance of this system, which may be caused by pro-inflammatory substances, alterations in the inhibition or activation of metalloproteinases and pressure overload may lead to collagen overproduction and/or reduction of elastin, thus contributing to a decrease in vascular distensibility,20 as shown in Figure 1.
Evaluation of arterial stiffness and cardiometabolic phenotypes
The evaluation of arterial stiffness can be performed by invasive and non-invasive methods. In the clinic, non-invasive methods are increasingly applicable and three techniques can be used: assessment of distensibility (given by simultaneous measurement of intravascular volume and pressure),21 arterial pulse waveform analysis (arterial tonometry),22 and measurement of PWV. The latter, according to consensus, is the gold standard method for measuring arterial stiffness.23
The consolidation of the PWV measure in the evaluation of arterial stiffness led several studies to demonstrate the association of this phenotype with several pathological conditions. Blacher et al.24, studying individuals with atherosclerosis, showed that PWV is associated not only with the presence but also with the extension of the atherosclerotic process. In another study, London et al.25 showed higher PWV values in patients with chronic kidney disease compared to healthy controls. Toto-Moukouo et al.26, evaluating the properties of large arteries of obese and non-obese individuals with essential hypertension, observed that PWV was higher in obese subjects. In addition, epidemiological studies have reported the role of arterial stiffness in predicting morbidity and mortality, independently of other cardiovascular risk factors. Recently, Vlachopoulos et al.27, in a meta-analysis with 17 studies, reported that elevated PWV (≥ 12 m / s) predicted a 102% increase in the risk of mortality from cardiovascular events. In addition, they showed that the 1 m/s increase in PWV corresponded to a 15% increase in cardiovascular risk. These data led to the inclusion of carotid-femoral PWV as part of the evaluation of cardiovascular risk in primary and secondary care.
Determinants of arterial stiffness
The main biological factor associated with increased arterial stiffness is the progression of age.4 Hypertension,28 diabetes,5 dyslipidemia29 and obesity30 are pointed out as potential promoters of increased arterial stiffness. Some studies have argued that African ancestry would be associated with greater arterial stiffness.31 Of all the above factors, age and high blood pressure are the most relevant.32
Data from the Framingham Heart Study show that, up to 50 years of age, the proportion of individuals with high PWV (≥ 12 m / s) is relatively low (only 5-10%). This proportion increases rapidly from this age, so that, in the age group over 70 years, the prevalence is greater than 60%.33 In recent years, studies have shown that the increase in PWV with aging is not uniform throughout the aorta.34,35 Hickson et al.34 reported that much of the vascular stiffening occurs in the abdominal aorta and presents an increase rate of 0.9 m/s per decade. Recent studies have shown that increased arterial stiffness associated with aging is closely related to increased sympathetic nerve activity36 and, consequently, exacerbation of the inflammatory process.37 It is important to note that the chronic diseases most associated with increased PWV (diabetes, hypertension and obesity itself) have an underlying inflammatory component. Thus, the PWV measurement could represent the clinical sentinel monitoring the chronic inflammatory process in these conditions.
The association between arterial hypertension and increased arterial stiffness is well established. Increased pressure causes increased pulsatile stress in the vascular wall resulting in more rapid degradation of elastin fibers.38 However, the cause/effect relationship between hypertension and elevated arterial stiffness has been much discussed in the last decade. Studies indicate that high blood stiffness in normotensive individuals is associated with the progression of blood pressure levels and an increased risk of hypertension,39,40 suggesting that stiffness could also be a cause and not a consequence of pressure increase. The most probable is the existence of a biunivocal relationship between these two variables. Only long-term longitudinal studies can delimit the contribution of pressure increase to increase stiffness or, conversely, increase stiffness (which raises the afterload) by determining adaptive pressure rise response.
Increased arterial stiffness associated with diabetes has been widely reported in recent years.41,42 Alvim et al.,5 studying individuals from the Brazilian general population, showed that diabetics had higher PWV values compared to non-diabetics. The presence of diabetes represented a 127% greater risk for increased arterial stiffness when compared to the group of individuals without diabetes. Experimental studies have demonstrated that elevated glycemic levels may intensify the inflammatory process, increase advanced glycation products, and reduce NO bioavailability in vessels.43,44 Despite the data presented, the association between diabetes and increased arterial stiffness has been contested. A systematic review, published in the journal Hypertension,45 indicated that only 52% of the studies suggested an association between these variables.
The inadequate lipid profile is recognized as an important cardiovascular risk factor. In the last decades, numerous studies have demonstrated the relationship between LDL-c, HDL-c, triglycerides and total cholesterol concentrations and the progression of atherosclerotic disease.46,47 Part of these results can be explained by the vascular dysfunction generated by the inflammatory process increase, increase of the oxidative process, and oxidation of the particles of LDL-c.48,49 However, despite the strong correlation between atherosclerosis and vascular dysfunction, the results of the studies associating the lipid profile with arterial stiffness phenotypes are controversial.50,51 Part of these contradictions can be justified, however, or by the differences between the populations investigated or by the different methods used in the determination of arterial stiffness.
The increased incidence of diabetes, metabolic syndrome and systemic arterial hypertension is strongly related to the obesity epidemic.52 In addition, obesity is known to significantly increase CVD mortality.53 Recently, it has been suggested that vascular dysfunction, Including increased arterial stiffness, may be the link between obesity and CVD.54 Some studies have shown that adults55,56 and obese children57 have increased arterial stiffness compared to their eutrophic pairs. However, inverse association,58 or absence of association after adjustment for blood pressure59 between PWV and visceral obesity were also reported in other studies, indicating the need for additional investigations to detect the causal link between these phenotypes.
The more robust studies show that age and blood pressure are the main determinants of arterial stiffness. However, it is possible that other variables, such as diabetes, dyslipidemias and obesity, are important actors in this complex scenario.
Treatment
Due to the proven impact of increased arterial stiffness on the risk of cardiovascular morbidity and mortality, one issue that arises is the possibility of treatment. Considering that the structural degeneration of the elastic components of the great arteries is little reversible with current pharmacological therapies,60 it is extremely important to evaluate the impact of preventive interventions, that is, to reduce the impact of aging on increasing stiffness. The factors proposed so far include sodium restriction in diet,61 regular physical exercise,62 elimination of smoking63 and reduction of alcohol consumption,64 use of fish oils65, and consumption of foods rich in isoflavonoids66. There are controversies about the contribution of drugs in reducing arterial stiffness. Some studies have identified positive results using antihypertensives67,68 and hypolipidemic agents.69,70 The effect of antihypertensives, however, is due to the reduction of blood pressure. Thus, pharmacological treatment for other diseases, associated with the measures mentioned above, which may attenuate the loss of elastic fibers in the arteries, may have an additional effect on the control of arterial stiffness.
Genetic aspects of arterial stiffness
Heritability of arterial stiffness
Several studies have shown the influence of genetic factors in the modulation of phenotypes related to arterial stiffness.71,72 Concomitantly, numerous investigations with families have shown moderate heritability (21-66%) for traits associated with arterial stiffness.73,74
In a study of 1480 individuals belonging to 817 nuclei of the Framingham Study Offspring Cohort, Mitchell et al.75 demonstrated that the heritability of PWV was 40%. In another study involving pairs of dizygotic and monozygotic twins living in Hungary and the United States, Tarnoki et al.76 observed 51%, adjusted for age, gender and country of origin. A study of 930 individuals in the family of the Erasmus Rucphen Family Study (Sayed-Tabatabaei et al.77) found that the heritability of PWV was 26%, adjusted for several risk factors (gender, age, mean arterial pressure, LDL-c , heart rate, and fasting glycemia). Alvim et al.78 studying 1675 individuals from a Brazilian population (Baependi Heart Study), observed a moderate heritability of PWV (26%), after adjusting for several confounding factors.
Thus, these studies indicate a significant variation in the heritability values of PWV. Much of this discrepancy could be explained by differences related to the study design (twins or family nuclei), population differences (ethnicity), and types of adjustments used in statistical analyzes.
Genetic markers and arterial stiffness
The number of genetic studies involving vascular phenotypes has grown exponentially in recent years. Investigations using genome scanning methods have pointed out that the arterial stiffness phenotype can be modulated by different chromosomal regions.75,79 Despite the increasing investment in more sophisticated methods of genetic evaluation, the association studies with candidate genes remain the most abundant in literature. Considering the arterial stiffness phenotype, the most investigated polymorphisms come from systems that directly or indirectly interact in the vascular enhancer pathophysiology, such as the renin-angiotensin-aldosterone system (RAAS), proteins of the structure Vascular, effectors related to endothelial function and pro-inflammatory agents (Table 1).
RAAS, in addition to its important function in the regulation of blood pressure, is prominent in the vascular remodeling process. Therefore, it is evident that genetic variants capable of affecting the activity of its effectors (angiotensin, angiotensin-converting enzyme, angiotensinogen and renin) could significantly influence vascular pathophysiology. In this sense, several studies have observed an association between some polymorphisms in RAAS genes with arterial stiffness phenotypes. Benetos et al.,80 studying healthy and hypertensive individuals, demonstrated that the presence of the I allele I/D polymorphism of angiotensin-converting enzyme (ACE) was associated with increased arterial stiffness in both groups. Bozec et al.,81 studying hypertensive patients, demonstrated that the presence of the TT genotype of the p.Met235Thr polymorphism of angiotensinogen (AGT) was associated with lower compliance and greater carotid artery wall stiffness.
Endothelium, which also plays a key role in vascular physiology, mainly acts in the control of vascular tone and flow through the release of nitric oxide and other vasoactive peptides.82 The importance of endothelial integrity and function in vascular function is proven. Evaluated the impact of genetic variants linked to endothelial physiology with arterial stiffness phenotypes. Mitchell et al.,83 studying the Framingham Heart Study population, demonstrated that the GG genotype of the endothelial nitric oxide synthase (eNOS) enzyme p.Glu298Asp polymorphism was associated with high central PP, especially in women. However, the data were not reproduced, as expected, for VWP. Lajemi et al.,84 studying untreated hypertensive patients, demonstrated the association of the G allele of the c-30G> A polymorphism of the endothelin β receptor (ETBR) with higher levels of PWV in women. In addition, two studies with the Brazilian general population observed associations of polymorphisms in the p22phox and TXNIP genes with PWV.85,86 The first showed that individuals with TT genotype for p22phox c.242C>T polymorphism had a higher mean of PWV and greater risk for increased arterial stiffness compared to individuals with CC or CT genotypes.86 The second one identified individuals with CG or GG genotypes for the TXNIP rs7212 polymorphism had a higher mean of PWV, compared to individuals with genotype CC.85
The remodeling of the vascular wall results from the interaction of several mechanisms, among them, the inflammatory process. Numerous studies have demonstrated the role of inflammatory agents in endothelial dysfunction and atherosclerosis.87 Thus, researchers investigated the possible impact of genetic polymorphisms on proinflammatory genes on arterial stiffness phenotypes. Cheung et al.,88 studying patients with a history of Kawasaki disease, demonstrated the synergistic effect of the A-allele's 308 A> G polymorphism of tumor necrosis factor alpha (TNF-α) and the T allele of the 1444 C> T polymorphism Of the C-reactive protein (CRP) with the high arterial stiffness index in the carotid artery. Moreover, considering the pathophysiological role of adhesion molecules, Zhu et al.89 demonstrated in young and healthy individuals the association of the CC genotype of the p.Asp693Asp polymorphism in the VCAM-1 gene (vascular cell adhesion molecules) with higher levels of PWV.
In addition to the endocrine, inflammatory and vasoactive endothelium-derived components, the structural components of the vessel wall are also protagonists in the vascular stiffening process, since imbalance in the synthesis of collagen and/or elastin contributes to the decrease of vascular distensibility.20 Iwai et al.,90 evaluating individuals from the Japanese population, demonstrated the association of allele A of the 3'-UTR elastin polymorphism (ELN) with higher values of PWV. The influence of polymorphisms on genes of some metalloproteinases was also investigated. Yasmin et al.,91 studying healthy subjects, demonstrated the association of the G-allele of the c.855A> G polymorphism of matrix metalloproteinase-9 (MMP-9) with increased values of PWV.
The above studies reinforce the hypothesis that genetic variants, located in different genes, contribute to the modulation of the arterial stiffness phenotype. Within this theme, larger studies that evaluate the use of genetic markers in the prevention, diagnosis, treatment and prognosis of the patient are still necessary.
Conclusion
Knowing the physiopathological aspects, as well as the determinants of arterial stiffness, it is plausible that PWV is included as one of the components in CVD prevention efforts, at least in hypertensive patients, as indicated in the VII Brazilian Hypertension Guideline and in the I Brazilian Guideline on Cardiovascular Prevention. The assessment of arterial stiffness can be done by the measurement of PWV or other previously validated methods. Genetic data indicate that dozens of genes can modulate this complex phenotype. However, a better understanding of the genetic-arterial rigidity relationship, and even a genotype-based intervention, should constitute goals to be achieved in future studies.
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Sources of FundingThere were no external funding sources for this study.
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Study AssociationThis study is not associated with any thesis or dissertation work.
References
- 1 Ribeiro AL, Duncan BB, Brant LC, Lotufo PA, Mill JG, Barreto SM. Cardiovascular health in Brazil: trends and perspectives. Circulation. 2016;133(4):422-33.
- 2 Tolezani EC, Costa-Hong V, Correia G, Mansur AJ, Drager LF, Bortolotto LA. Determinants of functional and structural properties of large arteries in healthy individuals. Arq Bras Cardiol. 2014;103(5):426-32.
- 3 Sociedade Brasileira de Cardiologia; Sociedade Brasileira de Hipertensão, Sociedade Brasileira de Nefrologia. VII Diretrizes Brasileiras de hipertensão. Arq Bras Cardiol. 2016;107(1 supl.3):1-82.
- 4 Zhang Y, Agnoletti D, Xu Y, Wang JG, Blacher J, Safar ME. Carotid-femoral pulse wave velocity in the elderly. J Hypertens. 2014;32(8):1572-6.
- 5 de Oliveira Alvim R, Santos PC, Musso MM, de Sa Cunha R, Krieger JE, Mill JG, et al. Impact of diabetes mellitus on arterial stiffness in a representative sample of an urban Brazilian population. Diabetol Metab Syndr. 2013;5(1):45.
- 6 Tarnoki A, Tarnoki DL, Godor E, Littvay L, Horvath T, Jermendy A, et al. 2d.05: Relationship of coronary atherosclerosis with arterial stiffness and central systolic blood pressure. J Hypertens. 2015;33(Suppl 1):e29.
- 7 Chue CD, Townend JN, Steeds RP, Ferro CJ. Arterial stiffness in chronic kidney disease: causes and consequences. Heart. 2010;96(11):817-23.
- 8 Chobanian AV, Bakris GL, Black HR, Cushman WC, Green LA, Izzo JL, Jr, et al. The seventh report of the joint national committee on prevention, detection, evaluation, and treatment of high blood pressure: the JNC 7 report. JAMA. 2003;289(19):2560-72.
- 9 Dart AM, Kingwell BA. Pulse pressure--a review of mechanisms and clinical relevance. J Am Coll Cardiol. 2001;37(4):975-84.
- 10 Nichols WW, O' Rourke MF, Vlachopoulos C. McDonald's blood flow in arteries: theoretical, experimental and clinical principles. 6.ed. Boca Raton (FL): Taylor & Francis Group; 2011.
- 11 Yucel C, Demir S, Demir M, Tufenk M, Nas K, Molnar F, et al. Left ventricular hypertrophy and arterial stiffness in essential hypertension. Bratisl Lek Listy. 2015;116(12):714-8.
- 12 Leung MC, Meredith IT, Cameron JD. Aortic stiffness affects the coronary blood flow response to percutaneous coronary intervention. Am J Physiol Heart Circ Physiol. 2006;290(2):H624-30.
- 13 O'Rourke MF. Basic concepts for the understanding of large arteries in hypertension. J Cardiovasc Pharmacol. 1985;7(Suppl 2):S14-21.
- 14 Van Bortel L. Focus on small artery stiffness. J Hypertens. 2002;20(9):1707-9.
- 15 Wolinsky H, Glagov S. Structural basis for the static mechanical properties of the aortic media. Circ Res. 1964;14(5):400-13.
- 16 Tedla YG, Yano Y, Carnethon M, Greenland P. Association between long-term blood pressure variability and 10-year progression in arterial stiffness: the multiethnic study of atherosclerosis. Hypertension. 2017;69(1):118-27.
- 17 Aroor AR, Demarco VG, Jia G, Sun Z, Nistala R, Meininger GA, et al. The role of tissue renin-angiotensin-aldosterone system in the development of endothelial dysfunction and arterial stiffness. Front Endocrinol (Lausanne). 2013;4:161.
- 18 Labat C, Temmar M, Nagy E, Bean K, Brink C, Benetos A, et al. Inflammatory mediators in saliva associated with arterial stiffness and subclinical atherosclerosis. J Hypertens. 2013;31(11):2251-8.
- 19 Zieman SJ, Melenovsky V, Kass DA. Mechanisms, pathophysiology, and therapy of arterial stiffness. Arterioscler Thromb Vasc Biol. 2005;25(5):932-43.
- 20 Johnson CP, Baugh R, Wilson CA, Burns J. Age related changes in the tunica media of the vertebral artery: implications for the assessment of vessels injured by trauma. J Clin Pathol. 2001;54(2):139-45.
- 21 Gepner AD, Tedla Y, Colangelo LA, Tattersall MC, Korcarz CE, Kaufman JD, et al. Progression of carotid arterial stiffness with treatment of hypertension over 10 years: the Multi-Ethnic Study of Atherosclerosis. Hypertension. 2017;69(1):87-95.
- 22 Chester RC, Gornbein JA, Hundley WG, Srikanthan P, Watson KE, Horwich T. Reflection magnitude, a measure of arterial stiffness, predicts incident heart failure in men but not women: Multi-Ethnic Study of Atherosclerosis (MESA). J Card Fail. 2017;(16).3024-6.
- 23 Oliver JJ, Webb DJ. Noninvasive assessment of arterial stiffness and risk of atherosclerotic events. Arterioscler Thromb Vasc Biol. 2003;23(4):554-66.
- 24 Blacher J, Asmar R, Djane S, London GM, Safar ME. Aortic pulse wave velocity as a marker of cardiovascular risk in hypertensive patients. Hypertension. 1999;33(5):1111-7.
- 25 London GM, Marchais SJ, Safar ME, Genest AF, Guerin AP, Metivier F, et al. Aortic and large artery compliance in end-stage renal failure. Kidney Int. 1990;37(1):137-42.
- 26 Toto-Moukouo JJ, Achimastos A, Asmar RG, Hugues CJ, Safar ME. Pulse wave velocity in patients with obesity and hypertension. Am Heart J. 1986;112(1):136-40.
- 27 Vlachopoulos C, Aznaouridis K, Stefanadis C. Prediction of cardiovascular events and all-cause mortality with arterial stiffness: a systematic review and meta-analysis. J Am Coll Cardiol. 2010;55(13):1318-27.
- 28 Benetos A, Laurent S, Hoeks AP, Boutouyrie PH, Safar ME. Arterial alterations with aging and high blood pressure. A noninvasive study of carotid and femoral arteries. Arterioscler Thromb. 1993;13(1):90-7.
- 29 Wilkinson IB, Prasad K, Hall IR, Thomas A, MacCallum H, Webb DJ, et al. Increased central pulse pressure and augmentation index in subjects with hypercholesterolemia. J Am Coll Cardiol. 2002;39(6):1005-11.
- 30 Strasser B, Arvandi M, Pasha EP, Haley AP, Stanforth P, Tanaka H. Abdominal obesity is associated with arterial stiffness in middle-aged adults. Nutr Metab Cardiovasc Dis. 2015;25(5):495-502.
- 31 Santos PC, Alvim Rde O, Ferreira NE, de Sa Cunha R, Krieger JE, Mill JG, et al. Ethnicity and arterial stiffness in Brazil. Am J Hypertens. 2011;24(3):278-84.
- 32 Hae Guen S, Eung Ju K, Hong Seog S, Seong Hwan K, Chang Gyu P, Seong Woo H, et al. Relative contributions of different cardiovascular risk factors to significant arterial stiffness. Int J Cardiol. 2010;139(3):263-8.
- 33 Mitchell GF, Wang N, Palmisano JN, Larson MG, Hamburg NM, Vita JA, et al. Hemodynamic correlates of blood pressure across the adult age spectrum: noninvasive evaluation in the Framingham Heart Study. Circulation. 2010;122(14):1379-86.
- 34 Hickson SS, Butlin M, Graves M, Taviani V, Avolio AP, McEniery CM, et al. The relationship of age with regional aortic stiffness and diameter. JACC Cardiovasc Imaging. 2010;3(12):1247-55.
- 35 Taviani V, Hickson SS, Hardy CJ, McEniery CM, Patterson AJ, Gillard JH, et al. Age-related changes of regional pulse wave velocity in the descending aorta using Fourier velocity encoded M-mode. Magn Reson Med. 2011;65(1):261-8.
- 36 Barnes JN, Hart EC, Curry TB, Nicholson WT, Eisenach JH, Wallin BG, et al. Aging enhances autonomic support of blood pressure in women. Hypertension. 2014;63(2):303-8.
- 37 Zubcevic J, Jun JY, Kim S, Perez PD, Afzal A, Shan Z, et al. Altered inflammatory response is associated with an impaired autonomic input to the bone marrow in the spontaneously hypertensive rat. Hypertension. 2014;63(3):542-50.
- 38 McEniery CM, Spratt M, Munnery M, Yarnell J, Lowe GD, Rumley A, et al. An analysis of prospective risk factors for aortic stiffness in men: 20-year follow-up from the Caerphilly prospective study. Hypertension. 2010;56(1):36-43.
- 39 Kaess BM, Rong J, Larson MG, Hamburg NM, Vita JA, Levy D, et al. Aortic stiffness, blood pressure progression, and incident hypertension. JAMA. 2012;308(9):875-81.
- 40 O'Rourke MF, Staessen JA, Vlachopoulos C, Duprez D, Plante GE. Clinical applications of arterial stiffness; definitions and reference values. Am J Hypertens. 2002;15(5):426-44.
- 41 Lukich E, Matas Z, Boaz M, Shargorodsky M. Increasing derangement of glucose homeostasis is associated with increased arterial stiffness in patients with diabetes, impaired fasting glucose and normal controls. Diabetes Metab Res Rev. 2010;26(5):365-70.
- 42 Vyssoulis G, Pietri P, Vlachopoulos C, Alexopoulos N, Kyvelou SM, Terentes-Printzios D, et al. Early adverse effect of abnormal glucose metabolism on arterial stiffness in drug naive hypertensive patients. Diab Vasc Dis Res. 2012;9(1):18-24.
- 43 Aronson D. Cross-linking of glycated collagen in the pathogenesis of arterial and myocardial stiffening of aging and diabetes. J Hypertens. 2003;21(1):3-12.
- 44 Mazzone T, Chait A, Plutzky J. Cardiovascular disease risk in type 2 diabetes mellitus: insights from mechanistic studies. Lancet. 2008;371(9626):1800-9.
- 45 Cecelja M, Chowienczyk P. Dissociation of aortic pulse wave velocity with risk factors for cardiovascular disease other than hypertension: a systematic review. Hypertension. 2009;54(6):1328-36.
- 46 Expert Panel on Detection Evaluation, and Treatment of High Blood Cholesterol in Adults. Executive Summary of The Third Report of The National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, And Treatment of High Blood Cholesterol In Adults (Adult Treatment Panel III). JAMA. 2001;285(19):2486-97.
- 47 de Freitas EV, Brandao AA, Pozzan R, Magalhaes ME, Fonseca F, Pizzi O, et al. Importance of high-density lipoprotein-cholesterol (HDL-C) levels to the incidence of cardiovascular disease (CVD) in the elderly. Arch Gerontol Geriatr. 2011;52(2):217-22.
- 48 Aviram M. Hyperlipidaemia and cardiovascular disease: inflammation and oxidative stress in diabetic patients. Curr Opin Lipidol. 2009;20(3):258-9.
- 49 Parthasarathy S, Raghavamenon A, Garelnabi MO, Santanam N. Oxidized low-density lipoprotein. Methods Mol Biol. 2010;610:403-17.
- 50 Homma S, Kato K, Hayashi J, Yamamoto M. Negative associations between arterial stiffness parameter evaluated by cardio-ankle vascular index and serum low-density lipoprotein cholesterol concentration in early-stage atherosclerosis. Angiology. 2015;66(2):143-9.
- 51 Wang F, Ye P, Luo L, Xiao W, Qi L, Bian S, et al. Association of serum lipids with arterial stiffness in a population-based study in Beijing. Eur J Clin Invest. 2011;41(9):929-36.
- 52 Leopold JA. Cellular and molecular mechanisms of arterial stiffness associated with obesity. Hypertension. 2013;62(6):1003-4.
- 53 Lewis CE, McTigue KM, Burke LE, Poirier P, Eckel RH, Howard BV, et al. Mortality, health outcomes, and body mass index in the overweight range: a science advisory from the American Heart Association. Circulation. 2009;119(25):3263-71.
- 54 Bastien M, Poirier P, Lemieux I, Despres JP. Overview of epidemiology and contribution of obesity to cardiovascular disease. Prog Cardiovasc Dis. 2014;56(4):369-81.
- 55 Sutton-Tyrrell K, Newman A, Simonsick EM, Havlik R, Pahor M, Lakatta E, et al. Aortic stiffness is associated with visceral adiposity in older adults enrolled in the study of health, aging, and body composition. Hypertension. 2001;38(3):429-33.
- 56 Wildman RP, Mackey RH, Bostom A, Thompson T, Sutton-Tyrrell K. Measures of obesity are associated with vascular stiffness in young and older adults. Hypertension. 2003;42(4):468-73.
- 57 Tounian P, Aggoun Y, Dubern B, Varille V, Guy-Grand B, Sidi D, et al. Presence of increased stiffness of the common carotid artery and endothelial dysfunction in severely obese children: a prospective study. Lancet. 2001;358(9291):1400-4.
- 58 Ferreira I, Snijder MB, Twisk JW, van Mechelen W, Kemper HC, Seidell JC, et al. Central fat mass versus peripheral fat and lean mass: opposite (adverse versus favorable) associations with arterial stiffness? The Amsterdam Growth and Health Longitudinal Study. J Clin Endocrinol Metab. 2004;89(6):2632-9.
- 59 Rodrigues SL, Baldo MP, Lani L, Nogueira L, Mill JG, Sa Cunha R. Body mass index is not independently associated with increased aortic stiffness in a Brazilian population. Am J Hypertens. 2012;25(10):1064-9.
- 60 Sakuragi S, Abhayaratna WP. Arterial stiffness: methods of measurement, physiologic determinants and prediction of cardiovascular outcomes. Int J Cardiol. 2010;138(2):112-8.
- 61 Gates PE, Tanaka H, Hiatt WR, Seals DR. Dietary sodium restriction rapidly improves large elastic artery compliance in older adults with systolic hypertension. Hypertension. 2004;44(1):35-41.
- 62 Endes S, Schaffner E, Caviezel S, Dratva J, Autenrieth CS, Wanner M, et al. Physical activity is associated with lower arterial stiffness in older adults: results of the SAPALDIA 3 Cohort Study. Eur J Epidemiol. 2016;31(3):275-85.
- 63 Jatoi NA, Jerrard-Dunne P, Feely J, Mahmud A. Impact of smoking and smoking cessation on arterial stiffness and aortic wave reflection in hypertension. Hypertension. 2007;49(5):981-5.
- 64 Sierksma A, Lebrun CE, van der Schouw YT, Grobbee DE, Lamberts SW, Hendriks HF, et al. Alcohol consumption in relation to aortic stiffness and aortic wave reflections: a cross-sectional study in healthy postmenopausal women. Arterioscler Thromb Vasc Biol. 2004;24(2):342-8.
- 65 Nestel P, Shige H, Pomeroy S, Cehun M, Abbey M, Raederstorff D. The n-3 fatty acids eicosapentaenoic acid and docosahexaenoic acid increase systemic arterial compliance in humans. Am J Clin Nutr. 2002;76(2):326-30.
- 66 Teede HJ, McGrath BP, DeSilva L, Cehun M, Fassoulakis A, Nestel PJ. Isoflavones reduce arterial stiffness: a placebo-controlled study in men and postmenopausal women. Arterioscler Thromb Vasc Biol. 2003;23(6):1066-71.
- 67 Kim JH, Oh SJ, Lee JM, Hong EG, Yu JM, Han KA, et al. The effect of an Angiotensin receptor blocker on arterial stiffness in type 2 diabetes mellitus patients with hypertension. Diabetes Metab J. 2011;35(3):236-42.
- 68 Mahmud A, Feely J. Antihypertensive drugs and arterial stiffness. Expert Rev Cardiovasc Ther. 2003;1(1):65-78.
- 69 Davenport C, Ashley DT, O'Sullivan EP, McHenry CM, Agha A, Thompson CJ, et al. The Effects of Atorvastatin on Arterial Stiffness in Male Patients with Type 2 Diabetes. J Diabetes Res. 2015;2015:846807.
- 70 Kanaki AI, Sarafidis PA, Georgianos PI, Kanavos K, Tziolas IM, Zebekakis PE, et al. Effects of low-dose atorvastatin on arterial stiffness and central aortic pressure augmentation in patients with hypertension and hypercholesterolemia. Am J Hypertens. 2013;26(5):608-16.
- 71 Camp NJ, Hopkins PN, Hasstedt SJ, Coon H, Malhotra A, Cawthon RM, et al. Genome-wide multipoint parametric linkage analysis of pulse pressure in large, extended utah pedigrees. Hypertension. 2003;42(3):322-8.
- 72 DeStefano AL, Larson MG, Mitchell GF, Benjamin EJ, Vasan RS, Li J, et al. Genome-wide scan for pulse pressure in the National Heart, Lung and Blood Institute's Framingham Heart Study. Hypertension. 2004;44(2):152-5.
- 73 Atwood LD, Samollow PB, Hixson JE, Stern MP, MacCluer JW. Genome-wide linkage analysis of pulse pressure in Mexican Americans. Hypertension. 2001;37(2 Pt 2):425-8.
- 74 Levy D, Larson MG, Benjamin EJ, Newton-Cheh C, Wang TJ, Hwang SJ, et al. Framingham Heart Study 100K Project: genome-wide associations for blood pressure and arterial stiffness. BMC Med Genet. 2007;8 Suppl 1:S3.
- 75 Mitchell GF, DeStefano AL, Larson MG, Benjamin EJ, Chen MH, Vasan RS, et al. Heritability and a genome-wide linkage scan for arterial stiffness, wave reflection, and mean arterial pressure: the Framingham Heart Study. Circulation. 2005;112(2):194-9.
- 76 Tarnoki AD, Tarnoki DL, Stazi MA, Medda E, Cotichini R, Nistico L, et al. Heritability of central blood pressure and arterial stiffness: a twin study. J Hypertens. 2012;30(8):1564-71.
- 77 Sayed-Tabatabaei FA, van Rijn MJ, Schut AF, Aulchenko YS, Croes EA, Zillikens MC, et al. Heritability of the function and structure of the arterial wall: findings of the Erasmus Rucphen Family (ERF) study. Stroke. 2005;36(11):2351-6.
- 78 Alvim RO, Horimoto AR, Oliveira CM, Bortolotto LA, Krieger JE, Pereira AC. Heritability of arterial stiffness in a Brazilian population: Baependi Heart Study. J Hypertens. 2017;35(1):105-10.
- 79 Turner ST, Fornage M, Jack CR, Jr., Mosley TH, Kardia SL, Boerwinkle E, et al. Genomic susceptibility loci for brain atrophy in hypertensive sibships from the GENOA study. Hypertension. 2005;45(4):793-8.
- 80 Benetos A, Gautier S, Ricard S, Topouchian J, Asmar R, Poirier O, et al. Influence of angiotensin-converting enzyme and angiotensin II type 1 receptor gene polymorphisms on aortic stiffness in normotensive and hypertensive patients. Circulation. 1996;94(4):698-703.
- 81 Bozec E, Lacolley P, Bergaya S, Boutouyrie P, Meneton P, Herisse-Legrand M, et al. Arterial stiffness and angiotensinogen gene in hypertensive patients and mutant mice. J Hypertens. 2004;22(7):1299-307.
- 82 Trepels T, Zeiher AM, Fichtlscherer S. The endothelium and inflammation. Endothelium. 2006;13(6):423-9.
- 83 Mitchell GF, Guo CY, Kathiresan S, Vasan RS, Larson MG, Vita JA, et al. Vascular stiffness and genetic variation at the endothelial nitric oxide synthase locus: the Framingham Heart study. Hypertension. 2007;49(6):1285-90.
- 84 Lajemi M, Gautier S, Poirier O, Baguet JP, Mimran A, Gosse P, et al. Endothelin gene variants and aortic and cardiac structure in never-treated hypertensives. Am J Hypertens. 2001;14(8 Pt 1):755-60.
- 85 Alvim RO, Santos PC, Ferreira NE, Mill JG, Krieger JE, Pereira AC. Thioredoxin interacting protein (TXNIP) rs7212 polymorphism is associated with arterial stiffness in the Brazilian general population. J Hum Hypertens. 2012;26(5):340-2.
- 86 de Oliveira Alvim R, Santos PC, Dias RG, Rodrigues MV, de Sa Cunha R, Mill JG, et al. Association between the C242T polymorphism in the p22phox gene with arterial stiffness in the Brazilian population. Physiol Genomics. 2012;44(10):587-92.
- 87 Libby P, Ridker PM, Maseri A. Inflammation and atherosclerosis. Circulation. 2002;105(9):1135-43.
- 88 Cheung YF, Huang GY, Chen SB, Liu XQ, Xi L, Liang XC, et al. Inflammatory gene polymorphisms and susceptibility to kawasaki disease and its arterial sequelae. Pediatrics. 2008;122(3):e608-14.
- 89 Zhu H, Yan W, Tan Y, Li K, Kapuku G, Treiber FA, et al. Adhesion molecule polymorphisms and pulse wave velocity in American youth. Twin Res Hum Genet. 2008;11(5):517-23.
- 90 Iwai N, Kajimoto K, Kokubo Y, Tomoike H. Extensive genetic analysis of 10 candidate genes for hypertension in Japanese. Hypertension. 2006;48(5):901-7.
- 91 Yasmin, McEniery CM, O'Shaughnessy KM, Harnett P, Arshad A, Wallace S, et al. Variation in the human matrix metalloproteinase-9 gene is associated with arterial stiffness in healthy individuals. Arterioscler Thromb Vasc Biol. 2006;26(8):1799-805.