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Endothelial dysfunction, inflammation and malnutrition markers as predictors of mortality in dialysis patients: multimarker approach

  • Nephrology - Original Paper
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Abstract

Backgrounds

Cardiovascular disease is reported to be major cause of mortality in dialysis patients. Multimarker approach is new approach in risk stratification. Creating a common predictive value, many different pathophysiological components are covered. The aim of this study was to examine the combined predictive value of markers of endothelial dysfunction (ADMA), inflammation (CRP, SAA) and malnutrition (albumin) in dialysis patients.

Methods

In this prospective 3-year follow-up study, 153 prevalent patients (105 males and 48 females) on hemodialysis were included. ADMA were measured by HPLC; CRP and SAA were measured using immunonephelometric assays. Albumins were measured by the use of standard methods on the automated analyzer. The patients were stratified into five groups based on the presence of 1, 2, and 3 or more risk markers, respectively, namely high ADMA (≥0.49 μmol/L), high CRP (≥6.0 mg/L), high SAA (≥7.6 mg/L) and low albumin (<30.3 g/L).

Results

The patients with 1, 2, 3 or more risk markers had an adjusted hazard ratio (HR) of 2.419 (0.728–8.034), 6.720 (2.100–21.503), 10.455 (3.193–24.227), respectively, for mortality, compared to those without risk markers. The patients with 1, 2, 3 or more risk markers had an adjusted HR of 1.838 (0.307–11.006), 9.924 (2.052–28.003), 14.823 (0.2.962–34.189), respectively, for cardiovascular mortality than those without risk markers.

Conclusions

The results of this study demonstrate that the common predictive value of several markers is higher than individual predictive value of examined risk factors. Patients with multiple risk factors had higher mortality. Multimarker approach provides an opportunity for better risk stratification in dialysis patients.

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Abbreviations

ADMA:

Asymmetric dimethylarginine

DDAH:

Dimethyl-aminohydrolase

CRP:

C-reactive protein

SAA:

Serum amyloid

CVD:

Cardiovascular

HPLC:

High-performance liquid chromatography

ΟPA:

Precolumn derivatization with ο-phthaldialdehyde

HR:

Hazard ratio

References

  1. Pecoits-Filho R, Lindholm B, Stenvinkel P (2002) The malnutrition, inflammation, and atherosclerosis (MIA) syndrome—the heart of the matter. Nephrol Dial Transpl 17(Suppl 11):28–31

    Article  CAS  Google Scholar 

  2. Foley RN, Parfrey PS, Sarnak MJ (1998) Epidemiology of cardiovascular disease in chronic renal disease. J Am Soc Nephrol 9(12 Suppl):S16–S23

    PubMed  CAS  Google Scholar 

  3. Vanholder R, Massy Z, Argiles A, Spasovski G, Verbeke F, Lameire N (2005) Chronic kidney disease as cause of cardiovascular morbidity and mortality. Nephrol Dial Transpl 20(6):1048–1056. doi:10.1093/ndt/gfh813

    Article  CAS  Google Scholar 

  4. Cheung AK, Sarnak MJ, Yan G, Dwyer JT, Heyka RJ, Rocco MV, Teehan BP, Levey AS (2000) Atherosclerotic cardiovascular disease risks in chronic hemodialysis patients. Kidney Int 58(1):353–362. doi:10.1046/j.1523-1755.2000.00173.x

    Article  PubMed  CAS  Google Scholar 

  5. Zoccali C, Tripepi G, Mallamaci F (2005) Predictors of cardiovascular death in ESRD. Semin Nephrol 25(6):358–362. doi:10.1016/j.semnephrol.2005.05.002

    Article  PubMed  Google Scholar 

  6. Cighetti G, Fermo I, Aman CS, Ferraroni M, Secchi A, Fiorina P, Paroni R (2009) Dimethylarginines in complicated type 1 diabetes: roles of insulin, glucose, and oxidative stress. Free Radic Biol Med 47(3):307–311. doi:10.1016/j.freeradbiomed.2009.05.007

    Article  PubMed  CAS  Google Scholar 

  7. Vallance P, Leone A, Calver A, Collier J, Moncada S (1992) Accumulation of an endogenous inhibitor of nitric oxide synthesis in chronic renal failure. Lancet 339(8793):572–575

    Article  PubMed  CAS  Google Scholar 

  8. Zoccali C, Kielstein JT (2006) Asymmetric dimethylarginine: a new player in the pathogenesis of renal disease? Curr Opin Nephrol Hypertens 15(3):314–320. doi:10.1097/01.mnh.0000222701.22583

    Article  PubMed  CAS  Google Scholar 

  9. Zoccali C, Benedetto FA, Maas R, Mallamaci F, Tripepi G, Malatino LS, Boger R (2002) Asymmetric dimethylarginine, C-reactive protein, and carotid intima-media thickness in end-stage renal disease. J Am Soc Nephrol 13(2):490–496

    PubMed  CAS  Google Scholar 

  10. Furuki K, Adachi H, Matsuoka H, Enomoto M, Satoh A, Hino A, Hirai Y, Imaizumi T (2007) Plasma levels of asymmetric dimethylarginine (ADMA) are related to intima-media thickness of the carotid artery: an epidemiological study. Atherosclerosis 191(1):206–210. doi:10.1016/j.atherosclerosis.2006.03.022

    Article  PubMed  CAS  Google Scholar 

  11. Zeller M, Korandji C, Guilland JC, Sicard P, Vergely C, Lorgis L, Beer JC, Duvillard L, Lagrost AC, Moreau D, Gambert P, Cottin Y, Rochette L (2008) Impact of asymmetric dimethylarginine on mortality after acute myocardial infarction. Arterioscler Thromb Vasc Biol 28(5):954–960. doi:10.1161/ATVBAHA.108.162768

    Article  PubMed  CAS  Google Scholar 

  12. Zoccali C, Bode-Boger S, Mallamaci F, Benedetto F, Tripepi G, Malatino L, Cataliotti A, Bellanuova I, Fermo I, Frolich J, Boger R (2001) Plasma concentration of asymmetrical dimethylarginine and mortality in patients with end-stage renal disease: a prospective study. Lancet 358(9299):2113–2117

    Article  PubMed  CAS  Google Scholar 

  13. Kumagai H, Sakurai M, Takita T, Maruyama Y, Uno S, Ikegaya N, Kato A, Hishida A (2006) Association of homocysteine and asymmetric dimethylarginine with atherosclerosis and cardiovascular events in maintenance hemodialysis patients. Am J Kidney Dis 48(5):797–805. doi:10.1053/j.ajkd.2006.08.003

    Article  PubMed  CAS  Google Scholar 

  14. Aucella F, Maas R, Vigilante M, Tripepi G, Schwedhelm E, Margaglione M, Gesualdo L, Boeger R, Zoccali C (2009) Methylarginines and mortality in patients with end stage renal disease: a prospective cohort study. Atherosclerosis 207(2):541–545. doi:10.1016/j.atherosclerosis.2009.05.011

    Article  PubMed  CAS  Google Scholar 

  15. Ravani P, Tripepi G, Malberti F, Testa S, Mallamaci F, Zoccali C (2005) Asymmetrical dimethylarginine predicts progression to dialysis and death in patients with chronic kidney disease: a competing risks modeling approach. J Am Soc Nephrol 16(8):2449–2455. doi:10.1681/ASN.2005010076

    Article  PubMed  CAS  Google Scholar 

  16. Zoccali C, Mallamaci F, Tripepi G (2003) Inflammation and atherosclerosis in end-stage renal disease. Blood Purif 21(1):29–36. doi:10.1159/000067852

    Article  PubMed  CAS  Google Scholar 

  17. Wanner C, Zimmermann J, Schwedler S, Metzger T (2002) Inflammation and cardiovascular risk in dialysis patients. Kidney Int Suppl 80:99–102

    Article  PubMed  Google Scholar 

  18. Simic-Ogrizovic S, Dopsaj V, Bogavac-Stanojevic N, Obradovic I, Stosovic M, Radovic M (2009) Serum amyloid-A rather than C-reactive protein is a better predictor of mortality in hemodialysis patients. Tohoku J Exp Med 219(2):121–127

    Article  PubMed  CAS  Google Scholar 

  19. Kopple JD (1994) Effect of nutrition on morbidity and mortality in maintenance dialysis patients. Am J Kidney Dis 24(6):1002–1009

    PubMed  CAS  Google Scholar 

  20. Owen WF Jr, Lew NL, Liu Y, Lowrie EG, Lazarus JM (1993) The urea reduction ratio and serum albumin concentration as predictors of mortality in patients undergoing hemodialysis. N Engl J Med 329(14):1001–1006. doi:10.1056/NEJM199309303291404

    Article  PubMed  Google Scholar 

  21. Paroni R, Fermo I, Fiorina P, Cighetti G (2005) Determination of asymmetric and symmetric dimethylarginines in plasma of hyperhomocysteinemic subjects. Amino Acids 28(4):389–394. doi:10.1007/s00726-005-0191-z

    Article  PubMed  CAS  Google Scholar 

  22. Teerlink T, Nijveldt RJ, de Jong S, van Leeuwen PA (2002) Determination of arginine, asymmetric dimethylarginine, and symmetric dimethylarginine in human plasma and other biological samples by high-performance liquid chromatography. Anal Biochem 303(2):131–137. doi:10.1006/abio.2001.5575

    Article  PubMed  CAS  Google Scholar 

  23. Vittinghoff E, McCulloch CE (2007) Relaxing the rule of ten events per variable in logistic and Cox regression. Am J Epidemiol 165(6):710–718. doi:10.1093/aje/kwk052

    Article  PubMed  Google Scholar 

  24. Mallamaci F, Tripepi G, Cutrupi S, Malatino LS, Zoccali C (2005) Prognostic value of combined use of biomarkers of inflammation, endothelial dysfunction, and myocardiopathy in patients with ESRD. Kidney Int 67(6):2330–2337. doi:10.1111/j.1523-1755.2005.00338.x

    Article  PubMed  CAS  Google Scholar 

  25. Wang AY, Lam CW, Chan IH, Wang M, Lui SF, Sanderson JE (2009) Long-term mortality and cardiovascular risk stratification of peritoneal dialysis patients using a combination of inflammation and calcification markers. Nephrol Dial Transpl 24(12):3826–3833. doi:10.1093/ndt/gfp325

    Article  CAS  Google Scholar 

  26. Wang TJ, Gona P, Larson MG, Tofler GH, Levy D, Newton-Cheh C, Jacques PF, Rifai N, Selhub J, Robins SJ, Benjamin EJ, D’Agostino RB, Vasan RS (2006) Multiple biomarkers for the prediction of first major cardiovascular events and death. N Engl J Med 355(25):2631–2639. doi:10.1056/NEJMoa055373

    Article  PubMed  CAS  Google Scholar 

  27. Tripepi G, Mattace Raso F, Sijbrands E, Seck MS, Maas R, Boger R, Witteman J, Rapisarda F, Malatino L, Mallamaci F, Zoccali C (2011) Inflammation and asymmetric dimethylarginine for predicting death and cardiovascular events in ESRD patients. Clin J Am Soc Nephrol 6(7):1714–1721. doi:10.2215/CJN.11291210

    Article  PubMed  CAS  Google Scholar 

  28. Lu TM, Chung MY, Lin CC, Hsu CP, Lin SJ (2011) Asymmetric dimethylarginine and clinical outcomes in chronic kidney disease. Clin J Am Soc Nephrol 6(7):1566–1572. doi:10.2215/CJN.08490910

    Article  PubMed  CAS  Google Scholar 

  29. Boger RH, Maas R, Schulze F, Schwedhelm E (2009) Asymmetric dimethylarginine (ADMA) as a prospective marker of cardiovascular disease and mortality–an update on patient populations with a wide range of cardiovascular risk. Pharmacol Res 60(6):481–487. doi:10.1016/j.phrs.2009.07.001

    Article  PubMed  Google Scholar 

  30. Lu TM, Ding YA, Charng MJ, Lin SJ (2003) Asymmetrical dimethylarginine: a novel risk factor for coronary artery disease. Clin Cardiol 26(10):458–464

    Article  PubMed  Google Scholar 

  31. Maury CP (1985) Comparative study of serum amyloid A protein and C-reactive protein in disease. Clin Sci (Lond) 68(2):233–238

    CAS  Google Scholar 

  32. Hung CY, Chen YA, Chou CC, Yang CS (2005) Nutritional and inflammatory markers in the prediction of mortality in Chinese hemodialysis patients. Nephron Clin Pract 100(1):c20–c26. doi:10.1159/000084654

    Article  PubMed  Google Scholar 

  33. Zimmermann J, Herrlinger S, Pruy A, Metzger T, Wanner C (1999) Inflammation enhances cardiovascular risk and mortality in hemodialysis patients. Kidney Int 55(2):648–658. doi:10.1046/j.1523-1755.1999.00273.x

    Article  PubMed  CAS  Google Scholar 

  34. Amemiya N, Ogawa T, Otsuka K, Ando Y, Nitta K (2011) Comparison of serum albumin, serum C-reactive protein, and pulse wave velocity as predictors of the 4-year mortality of chronic hemodialysis patients. J Atheroscler Thromb 18(12):1071–1079

    Article  PubMed  CAS  Google Scholar 

  35. Stenvinkel P, Carrero JJ, Axelsson J, Lindholm B, Heimburger O, Massy Z (2008) Emerging biomarkers for evaluating cardiovascular risk in the chronic kidney disease patient: how do new pieces fit into the uremic puzzle? Clin J Am Soc Nephrol 3(2):505–521. doi:10.2215/CJN.03670807

    Article  PubMed  CAS  Google Scholar 

  36. von Elm E, Altman DG, Egger M, Pocock SJ, Gotzsche PC, Vandenbroucke JP (2007) The strengthening the reporting of observational studies in epidemiology (STROBE) statement: guidelines for reporting observational studies. Lancet 370(9596):1453–1457. doi:10.1016/S0140-6736(07)61602-X

    Article  Google Scholar 

  37. Hung AM, Ellis CD, Shintani A, Booker C, Ikizler TA (2011) IL-1beta receptor antagonist reduces inflammation in hemodialysis patients. J Am Soc Nephrol 22(3):437–442. doi:10.1681/ASN.2010070760

    Article  PubMed  CAS  Google Scholar 

  38. Fellstrom BC, Jardine AG, Schmieder RE, Holdaas H, Bannister K, Beutler J, Chae DW, Chevaile A, Cobbe SM, Gronhagen-Riska C, De Lima JJ, Lins R, Mayer G, McMahon AW, Parving HH, Remuzzi G, Samuelsson O, Sonkodi S, Sci D, Suleymanlar G, Tsakiris D, Tesar V, Todorov V, Wiecek A, Wuthrich RP, Gottlow M, Johnsson E, Zannad F, Group AS (2009) Rosuvastatin and cardiovascular events in patients undergoing hemodialysis. N Engl J Med 360(14):1395–1407. doi:10.1056/NEJMoa0810177

    Article  PubMed  CAS  Google Scholar 

  39. Eiselt J, Rajdl D, Racek J, Siroka R, Trefil L, Opatrna S (2010) Asymmetric dimethylarginine in hemodialysis, hemodiafiltration, and peritoneal dialysis. Artif Organs 34(5):420–425. doi:10.1111/j.1525-1594.2009.00872.x

    Article  PubMed  CAS  Google Scholar 

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Acknowledgments

This study was supported by a research grant from the Serbian Ministry of Science and Technological Development—project number 41018. The study was approved by the local ethics committee, and all patients provided informed consent. All authors are in agreement with the content of this manuscript.

Conflict of interest

The authors declare they have no conflicts of interest.

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Correspondence to Aleksandra M. Ignjatović.

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Ignjatović, A.M., Cvetković, T.P., Pavlović, R.M. et al. Endothelial dysfunction, inflammation and malnutrition markers as predictors of mortality in dialysis patients: multimarker approach. Int Urol Nephrol 45, 1715–1724 (2013). https://doi.org/10.1007/s11255-013-0439-6

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  • DOI: https://doi.org/10.1007/s11255-013-0439-6

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