Abstract
Background
Both elevated serum uric acid and serum asymmetric dimethylarginine (ADMA) are risk factors for cardiovascular disease. We hypothesized that combined elevation of uric acid and ADMA amplifies the risk of all-cause mortality and/or cardiovascular events (CVE) in patients with chronic kidney disease (CKD).
Methods
A total of 259 patients with CKD stages 1–5 were followed up in a time-to-event analysis for all-cause mortality and fatal and non-fatal CVE (including death, stroke, and myocardial infarction). Baseline measurements included serum uric acid and ADMA and endothelial function [ultrasound determined flow-mediated dilatation (FMD)].
Results
As a measure of endothelial function, log FMD value was positively associated with log eGFR, but negatively associated with log ADMA and log uric acid levels. During follow-up (median 38 months), 24 (9.3 %) deaths, 90 (34.7 %) CVE, and 95 (36.7 %) deaths and CVE (composite outcome) occurred. In the univariate Cox analysis, patients with both serum uric acid and ADMA levels above the median had an increased risk of all-cause mortality, CVE, and the composite outcome (HR 5.06, 95 % CI 2.01–12.76; HR 4.75, 95 % CI 2.98–7.59; and HR 4.13, 95 % CI 2.66–6.43, respectively). However, after adjustment for renal-specific risk factors (glomerular filtration rate, proteinuria, and hsCRP), this association was maintained only for CVE and the composite outcome. The addition of both biomarkers into a model with traditional and renal-specific risk factors did not increase the prediction abilities of the model for none of the three outcomes.
Conclusion
Elevated serum uric acid and ADMA levels are associated with an increased cardiovascular risk, but their combination does not improve risk prediction. The effects are not additive, possibly because uric acid may lie in the causal pathway by which ADMA acts.
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References
Kanbay M, Segal M, Afsar B, Kang DH, Rodriguez-Iturbe B, Johnson RJ (2013) The role of uric acid in the pathogenesis of human cardiovascular disease. Heart 99:759–766
Oda M, Satta Y, Takenaka O, Takahata N (2002) Loss of urate oxidase activity in hominoids and its evolutionary implications. Mol Biol Evol 19:640–653
Ames BN, Cathcart R, Schwiers E, Hochstein P (1981) Uric acid provides an antioxidant defense in humans against oxidant- and radical-caused aging and cancer: a hypothesis. Proc Natl Acad Sci USA 78:6858–6862
Kanbay M, Afsar B, Covic A (2011) Uric acid as a cardiometabolic risk factor: to be or not to be. Contrib Nephrol 171:62–67
Kanbay M, Ikizek M, Solak Y, Selcoki Y, Uysal S, Armutcu F, Eryonucu B, Covic A, Johnson RJ (2011) Uric Acid and pentraxin-3 levels are independently associated with coronary artery disease risk in patients with stage 2 and 3 kidney disease. Am J Nephrol 33:325–331
Schwartz IF, Grupper A, Chernichovski T, Grupper A, Hillel O, Engel A, Schwartz D (2011) Hyperuricemia attenuates aortic nitric oxide generation, through inhibition of arginine transport, in rats. J Vasc Res 48:252–260
Zharikov S, Krotova K, Hu H, Baylis C, Johnson RJ, Block ER, Patel J (2008) Uric acid decreases NO production and increases arginase activity in cultured pulmonary artery endothelial cells. Am J Physiol Cell Physiol 295:C1183–C1190
Sautin YY, Nakagawa T, Zharikov S, Johnson RJ (2007) Adverse effects of the classic antioxidant uric acid in adipocytes: NADPH oxidase-mediated oxidative/nitrosative stress. Am J Physiol Cell Physiol 293:C584–C596
Gersch C, Palii SP, Kim KM, Angerhofer A, Johnson RJ, Henderson GN (2008) Inactivation of nitric oxide by uric acid. Nucleosides Nucleotides Nucleic Acids 27:967–978
Nakagawa T, Hu H, Zharikov S, Tuttle KR, Short RA, Glushakova O, Ouyang X, Feig DI, Block ER, Herrera-Acosta J, Patel JM, Johnson RJ (2006) A causal role for uric acid in fructose-induced metabolic syndrome. Am J Physiol Renal Physiol 290:F625–F631
Kanbay M, Huddam B, Azak A, Solak Y, Kadioglu GK, Kirbas I, Duranay M, Covic A, Johnson RJ (2011) A randomized study of allopurinol on endothelial function and estimated glomular filtration rate in asymptomatic hyperuricemic subjects with normal renal function. Clin J Am Soc Nephrol 6:1887–1894
Ando R, Ueda S, Yamagishi S, Miyazaki H, Kaida Y, Kaifu K, Yokoro M, Nakayama Y, Obara N, Fukami K, Takeuchi M, Okuda S (2013) Involvement of advanced glycation end product-induced asymmetric dimethylarginine generation in endothelial dysfunction. Diabetes Vascu Disease Res 10:436–441
Tenderenda-Banasiuk E, Wasilewska A, Taranta-Janusz K, Korzeniecka-Kozerska A (2013) Asymmetric and symmetric dimethylarginine in adolescents with hyperuricemia. Dis Markers 35:407–412
Boger RH, Maas R, Schulze F, Schwedhelm E (2005) Elevated levels of asymmetric dimethylarginine (ADMA) as a marker of cardiovascular disease and mortality. Clin Chem Lab Med/FESCC 43:1124–1129
Sen N, Ozlu MF, Akgul EO, Kanat S, Cayci T, Turak O, Yaman H, Sokmen E, Ozcan F, Maden O, Demir AD, Covic A, Kanbay M (2011) Elevated plasma asymmetric dimethylarginine level in acute myocardial infarction patients as a predictor of poor prognosis and angiographic impaired reperfusion. Atherosclerosis 219:304–310
Kuwahata S, Hamasaki S, Ishida S, Kataoka T, Yoshikawa A, Orihara K, Ogawa M, Oketani N, Saihara K, Okui H, Shinsato T, Kubozono T, Ichiki H, Fujita S, Takumi T, Yoshino S, Nakazaki M, Miyata M, Tei C (2010) Effect of uric acid on coronary microvascular endothelial function in women: association with eGFR and ADMA. J Atheroscler Thromb 17:259–269
Testa A, Mallamaci F, Leonardis D, Spoto B, Pisano A, Sanguedolce MC, Tripepi G, Zoccali C, Investigators MS (2015) Synergism between asymmetric dimethylarginine (ADMA) and a genetic marker of uric acid in CKD progression. Nutr Metab Cardiovasc Dis 25:167–172
Kanbay M, Yilmaz MI, Sonmez A, Solak Y, Saglam M, Cakir E, Unal HU, Arslan E, Verim S, Madero M, Caglar K, Oguz Y, McFann K, Johnson RJ (2012) Serum uric acid independently predicts cardiovascular events in advanced nephropathy. Am J Nephrol 36:324–331
Schwedhelm E, Wallaschofski H, Atzler D, Dorr M, Nauck M, Volker U, Kroemer HK, Volzke H, Boger RH, Friedrich N (2014) Incidence of all-cause and cardiovascular mortality predicted by symmetric dimethylarginine in the population-based study of health in pomerania. PLoS ONE 9:e96875
K/DOQI clinical practice guidelines for chronic kidney disease: evaluation, classification, and stratification. Am J Kidney Dis (2002) 39:S1–S266
Levey AS, Bosch JP, Lewis JB, Greene T, Rogers N, Roth D (1999) A more accurate method to estimate glomerular filtration rate from serum creatinine: a new prediction equation. Modification of Diet in Renal Disease Study Group. Ann Intern Med 130(6):461–470
Solak Y, Yilmaz MI, Saglam M, Demirbas S, Verim S, Unal HU, Gaipov A, Oguz Y, Kayrak M, Caglar K, Vural A, Turk S, Covic A, Kanbay M (2013). Mean corpuscular volume is associated with endothelial dysfunction and predicts composite cardiovascular events in patients with chronic kidney disease. Nephrology (Carlton)
Yilmaz MI, Saglam M, Caglar K, Cakir E, Sonmez A, Ozgurtas T, Aydin A, Eyileten T, Ozcan O, Acikel C, Tasar M, Genctoy G, Erbil K, Vural A, Zoccali C (2006) The determinants of endothelial dysfunction in CKD: oxidative stress and asymmetric dimethylarginine. Am J Kidney Dis 47:42–50
Celermajer DS, Sorensen KE, Gooch VM, Spiegelhalter DJ, Miller OI, Sullivan ID, Lloyd JK, Deanfield JE (1992) Non-invasive detection of endothelial dysfunction in children and adults at risk of atherosclerosis. Lancet 340:1111–1115
Corretti MC, Anderson TJ, Benjamin EJ, Celermajer D, Charbonneau F, Creager MA, Deanfield J, Drexler H, Gerhard-Herman M, Herrington D, Vallance P, Vita J, Vogel R (2002) International brachial artery reactivity task F. Guidelines for the ultrasound assessment of endothelial-dependent flow-mediated vasodilation of the brachial artery: a report of the International Brachial Artery Reactivity Task Force. J Am Coll Cardiol 39:257–265
Pencina MJ, D’Agostino RB (2004) Overall C as a measure of discrimination in survival analysis: model specific population value and confidence interval estimation. Stat Med 23:2109–2123
Pencina MJ, D’Agostino RB Sr, Steyerberg EW (2011) Extensions of net reclassification improvement calculations to measure usefulness of new biomarkers. Stat Med 30:11–21
Fujimi-Hayashida A, Ueda S, Yamagishi S, Kaida Y, Ando R, Nakayama Y, Fukami K, Okuda S (2011) Association of asymmetric dimethylarginine with severity of kidney injury and decline in kidney function in IgA nephropathy. Am J Nephrol 33:1–6
von Haehling S, Bode-Boger SM, Martens-Lobenhoffer J, Rauchhaus M, Schefold JC, Genth-Zotz S, Karhausen T, Cicoira M, Anker SD, Doehner W (2010) Elevated levels of asymmetric dimethylarginine in chronic heart failure: a pathophysiologic link between oxygen radical load and impaired vasodilator capacity and the therapeutic effect of allopurinol. Clin Pharmacol Ther 88:506–512
Culleton BF, Larson MG, Kannel WB, Levy D (1999) Serum uric acid and risk for cardiovascular disease and death: the Framingham Heart Study. Ann Intern Med 131:7–13
Kanbay A, Inonu H, Solak Y, Erden A, Uslu E, Yuksel SA, Ozturk MA, McFann K, Johnson RJ, Kanbay M (2014) Uric acid as a potential mediator of cardiovascular morbidity in obstructive sleep apnea syndrome. Eur J Int Med 25:471–476
Turak O, Afsar B, Ozcan F, Canpolat U, Grbovic E, Mendi MA, Oksuz F, Siriopol D, Covic A, Caliskan M, McFann K, Johnson RJ, Kanbay M (2014) Relationship between elevated morning blood pressure surge, uric acid, and cardiovascular outcomes in hypertensive patients. J Clin Hypertens 16:530–535
Sanchez-Lozada LG, Lanaspa MA, Cristobal-Garcia M, Garcia-Arroyo F, Soto V, Cruz-Robles D, Nakagawa T, Yu MA, Kang DH, Johnson RJ (2012) Uric acid-induced endothelial dysfunction is associated with mitochondrial alterations and decreased intracellular ATP concentrations. Nephron Exp Nephrol 121:e71–e78
Sanchez-Lozada LG, Tapia E, Lopez-Molina R, Nepomuceno T, Soto V, Avila-Casado C, Nakagawa T, Johnson RJ, Herrera-Acosta J, Franco M (2007) Effects of acute and chronic l-arginine treatment in experimental hyperuricemia. Am J Physiol Renal Physiol 292:F1238–F1244
Khosla UM, Zharikov S, Finch JL, Nakagawa T, Roncal C, Mu W, Krotova K, Block ER, Prabhakar S, Johnson RJ (2005) Hyperuricemia induces endothelial dysfunction. Kidney Int 67:1739–1742
Schwartz IF, Grupper A, Chernichovski T, Hillel O, Engel A, Schwartz D (2011) Hyperuricemia attenuates aortic nitric oxide generation, through inhibition of arginine transport, in rats. J Vasc Res 48:252–260
Kang DH, Park SK, Lee IK, Johnson RJ (2005) Uric acid-induced C-reactive protein expression: implication on cell proliferation and nitric oxide production of human vascular cells. J Am Soc Nephrol 16:3553–3562
Cook S, Hugli O, Egli M, Vollenweider P, Burcelin R, Nicod P, Thorens B, Scherrer U (2003) Clustering of cardiovascular risk factors mimicking the human metabolic syndrome X in eNOS null mice. Swiss Med Wkly 133:360–363
Duplain H, Burcelin R, Sartori C, Cook S, Egli M, Lepori M, Vollenweider P, Pedrazzini T, Nicod P, Thorens B, Scherrer U (2001) Insulin resistance, hyperlipidemia, and hypertension in mice lacking endothelial nitric oxide synthase. Circulation 104:342–345
Goicoechea M, de Vinuesa SG, Verdalles U, Ruiz-Caro C, Ampuero J, Rincon A, Arroyo D, Luno J (2010) Effect of allopurinol in chronic kidney disease progression and cardiovascular risk. Clin J Am Soc Nephrol 5:1388–1393
Goicoechea M, Garcia de Vinuesa S, Verdalles U, Verde E, Macias N, Santos A, Perez de Jose A, Cedeno S, Linares T, Luno J (2015) Allopurinol and progression of CKD and cardiovascular events: long-term follow-up of a randomized clinical trial. Am J Kidney Dis 65:543–549
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All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards.
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Kanbay, M., Afsar, B., Siriopol, D. et al. Relevance of uric acid and asymmetric dimethylarginine for modeling cardiovascular risk prediction in chronic kidney disease patients. Int Urol Nephrol 48, 1129–1136 (2016). https://doi.org/10.1007/s11255-016-1271-6
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DOI: https://doi.org/10.1007/s11255-016-1271-6