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Published in: BMC Nephrology 1/2015

Open Access 01-12-2015 | Study protocol

Rationale and design for the Predictors of Arrhythmic and Cardiovascular Risk in End Stage Renal Disease (PACE) study

Authors: Rulan S Parekh, Lucy A Meoni, Bernard G Jaar, Stephen M Sozio, Tariq Shafi, Gordon F Tomaselli, Joao A Lima, Larisa G Tereshchenko, Michelle M Estrella, W H Linda Kao

Published in: BMC Nephrology | Issue 1/2015

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Abstract

Background

Sudden cardiac death occurs commonly in the end-stage renal disease population receiving dialysis, with 25% dying of sudden cardiac death over 5 years. Despite this high risk, surprisingly few prospective studies have studied clinical- and dialysis-related risk factors for sudden cardiac death and arrhythmic precursors of sudden cardiac death in end-stage renal disease.

Methods/Design

We present a brief summary of the risk factors for arrhythmias and sudden cardiac death in persons with end-stage renal disease as the rationale for the Predictors of Arrhythmic and Cardiovascular Risk in End Stage Renal Disease (PACE) study, a prospective cohort study of patients recently initiated on chronic hemodialysis, with the overall goal to understand arrhythmic and sudden cardiac death risk. Participants were screened for eligibility and excluded if they already had a pacemaker or an automatic implantable cardioverter defibrillator. We describe the study aims, design, and data collection of 574 incident hemodialysis participants from the Baltimore region in Maryland, U.S.A.. Participants were recruited from 27 hemodialysis units and underwent detailed clinical, dialysis and cardiovascular evaluation at baseline and follow-up. Cardiovascular phenotyping was conducted on nondialysis days with signal averaged electrocardiogram, echocardiogram, pulse wave velocity, ankle, brachial index, and cardiac computed tomography and angiography conducted at baseline. Participants were followed annually with study visits including electrocardiogram, pulse wave velocity, and ankle brachial index up to 4 years. A biorepository of serum, plasma, DNA, RNA, and nails were collected to study genetic and serologic factors associated with disease.

Discussion

Studies of modifiable risk factors for sudden cardiac death will help set the stage for clinical trials to test therapies to prevent sudden cardiac death in this high-risk population.
Literature
1.
go back to reference USRDS. U.S. Renal Data System, USRDS 2010 Annual Data Report: Atlas of End-Stage Renal Disease in the United States. Bethesda, MD: National Institute of Health, National Institute of Diabetes and Digestive and Kidney Disease; 2010. USRDS. U.S. Renal Data System, USRDS 2010 Annual Data Report: Atlas of End-Stage Renal Disease in the United States. Bethesda, MD: National Institute of Health, National Institute of Diabetes and Digestive and Kidney Disease; 2010.
2.
go back to reference Green D, Roberts PR, New DI, Kalra PA. Sudden cardiac death in hemodialysis patients: an in-depth review. Am J Kidney Dis. 2011;57(6):921–9.PubMedCrossRef Green D, Roberts PR, New DI, Kalra PA. Sudden cardiac death in hemodialysis patients: an in-depth review. Am J Kidney Dis. 2011;57(6):921–9.PubMedCrossRef
3.
go back to reference Parekh RS. Expect the unexpected: sudden cardiac death in dialysis patients. Clin J Am Soc Nephrol. 2012;7(1):8–11.PubMedCrossRef Parekh RS. Expect the unexpected: sudden cardiac death in dialysis patients. Clin J Am Soc Nephrol. 2012;7(1):8–11.PubMedCrossRef
4.
go back to reference U.S. Renal Data System, USRDS 2003 Annual Data Report: Atlas of End-Stage Renal Disease in the United States. Bethesda, MD; 2003. U.S. Renal Data System, USRDS 2003 Annual Data Report: Atlas of End-Stage Renal Disease in the United States. Bethesda, MD; 2003.
5.
go back to reference Singh SM, Wang X, Austin PC, Parekh RS, Lee DS, Ontario ICDDI. Prophylactic defibrillators in patients with severe chronic kidney disease. JAMA Intern Med. 2014;174(6):995–6.PubMedCrossRef Singh SM, Wang X, Austin PC, Parekh RS, Lee DS, Ontario ICDDI. Prophylactic defibrillators in patients with severe chronic kidney disease. JAMA Intern Med. 2014;174(6):995–6.PubMedCrossRef
6.
go back to reference Herzog CA. Don’t forget the defibrillator in the dialysis unit. Nephrol Dial Transplant. 2004;19(12):2959–60.PubMedCrossRef Herzog CA. Don’t forget the defibrillator in the dialysis unit. Nephrol Dial Transplant. 2004;19(12):2959–60.PubMedCrossRef
7.
go back to reference Herzog CA. Can we prevent sudden cardiac death in dialysis patients? Clin J Am Soc Nephrol. 2007;2(3):410–2.PubMedCrossRef Herzog CA. Can we prevent sudden cardiac death in dialysis patients? Clin J Am Soc Nephrol. 2007;2(3):410–2.PubMedCrossRef
8.
go back to reference Naghavi M, Libby P, Falk E, Casscells SW, Litovsky S, Rumberger J, et al. From vulnerable plaque to vulnerable patient: a call for new definitions and risk assessment strategies: Part II. Circulation. 2003;108(15):1772–8.PubMedCrossRef Naghavi M, Libby P, Falk E, Casscells SW, Litovsky S, Rumberger J, et al. From vulnerable plaque to vulnerable patient: a call for new definitions and risk assessment strategies: Part II. Circulation. 2003;108(15):1772–8.PubMedCrossRef
9.
go back to reference Crawford MH, Bernstein SJ, Deedwania PC, DiMarco JP, Ferrick KJ, Garson Jr A, et al. ACC/AHA guidelines for ambulatory electrocardiography. A report of the American college of cardiology/American heart association task force on practice guidelines (committee to revise the guidelines for ambulatory electrocardiography). developed in collaboration with the north American society for pacing and electrophysiology. J Am Coll Cardiol. 1999;34(3):912–48.PubMedCrossRef Crawford MH, Bernstein SJ, Deedwania PC, DiMarco JP, Ferrick KJ, Garson Jr A, et al. ACC/AHA guidelines for ambulatory electrocardiography. A report of the American college of cardiology/American heart association task force on practice guidelines (committee to revise the guidelines for ambulatory electrocardiography). developed in collaboration with the north American society for pacing and electrophysiology. J Am Coll Cardiol. 1999;34(3):912–48.PubMedCrossRef
10.
go back to reference Heart rate variability. Standards of measurement, physiological interpretation and clinical use. Task force of the European society of cardiology and the north American society of pacing and electrophysiology. Circulation. 1996;93(5):1043–65.CrossRef Heart rate variability. Standards of measurement, physiological interpretation and clinical use. Task force of the European society of cardiology and the north American society of pacing and electrophysiology. Circulation. 1996;93(5):1043–65.CrossRef
11.
go back to reference Meier P, Vogt P, Blanc E. Ventricular arrhythmias and sudden cardiac death in end-stage renal disease patients on chronic hemodialysis. Nephron. 2001;87(3):199–214.PubMedCrossRef Meier P, Vogt P, Blanc E. Ventricular arrhythmias and sudden cardiac death in end-stage renal disease patients on chronic hemodialysis. Nephron. 2001;87(3):199–214.PubMedCrossRef
12.
go back to reference Fukuta H, Hayano J, Ishihara S, Sakata S, Mukai S, Ohte N, et al. Prognostic value of heart rate variability in patients with end-stage renal disease on chronic haemodialysis. Nephrol Dial Transplant. 2003;18(2):318–25.PubMedCrossRef Fukuta H, Hayano J, Ishihara S, Sakata S, Mukai S, Ohte N, et al. Prognostic value of heart rate variability in patients with end-stage renal disease on chronic haemodialysis. Nephrol Dial Transplant. 2003;18(2):318–25.PubMedCrossRef
13.
go back to reference Fukuta H, Hayano J, Ishihara S, Sakata S, Ohte N, Takahashi H, et al. Prognostic value of nonlinear heart rate dynamics in hemodialysis patients with coronary artery disease. Kidney Int. 2003;64(2):641–8.PubMedCrossRef Fukuta H, Hayano J, Ishihara S, Sakata S, Ohte N, Takahashi H, et al. Prognostic value of nonlinear heart rate dynamics in hemodialysis patients with coronary artery disease. Kidney Int. 2003;64(2):641–8.PubMedCrossRef
14.
go back to reference Hathaway DK, Cashion AK, Milstead EJ, Winsett RP, Cowan PA, Wicks MN, et al. Autonomic dysregulation in patients awaiting kidney transplantation. Am J Kidney Dis. 1998;32(2):221–9.PubMedCrossRef Hathaway DK, Cashion AK, Milstead EJ, Winsett RP, Cowan PA, Wicks MN, et al. Autonomic dysregulation in patients awaiting kidney transplantation. Am J Kidney Dis. 1998;32(2):221–9.PubMedCrossRef
15.
go back to reference Tamura K, Tsuji H, Nishiue T, Tokunaga S, Yajima I, Higashi T, et al. Determinants of ventricular arrhythmias in hemodialysis patients. Evaluation of the effect of arrhythmogenic substrate and autonomic imbalance. Am J Nephrol. 1998;18(4):280–4.PubMedCrossRef Tamura K, Tsuji H, Nishiue T, Tokunaga S, Yajima I, Higashi T, et al. Determinants of ventricular arrhythmias in hemodialysis patients. Evaluation of the effect of arrhythmogenic substrate and autonomic imbalance. Am J Nephrol. 1998;18(4):280–4.PubMedCrossRef
16.
go back to reference Tamura K, Tsuji H, Nishiue T, Yajima I, Higashi T, Iwasaka T. Determinants of heart rate variability in chronic hemodialysis patients. Am J Kidney Dis. 1998;31(4):602–6.PubMedCrossRef Tamura K, Tsuji H, Nishiue T, Yajima I, Higashi T, Iwasaka T. Determinants of heart rate variability in chronic hemodialysis patients. Am J Kidney Dis. 1998;31(4):602–6.PubMedCrossRef
17.
go back to reference Galetta F, Cupisti A, Franzoni F, Morelli E, Caprioli R, Rindi P, et al. Changes in heart rate variability in chronic uremic patients during ultrafiltration and hemodialysis. Blood Purif. 2001;19(4):395–400.PubMedCrossRef Galetta F, Cupisti A, Franzoni F, Morelli E, Caprioli R, Rindi P, et al. Changes in heart rate variability in chronic uremic patients during ultrafiltration and hemodialysis. Blood Purif. 2001;19(4):395–400.PubMedCrossRef
18.
go back to reference Rubinger D, Revis N, Pollak A, Luria MH, Sapoznikov D. Predictors of haemodynamic instability and heart rate variability during haemodialysis. Nephrol Dial Transplant. 2004;19(8):2053–60.PubMedCrossRef Rubinger D, Revis N, Pollak A, Luria MH, Sapoznikov D. Predictors of haemodynamic instability and heart rate variability during haemodialysis. Nephrol Dial Transplant. 2004;19(8):2053–60.PubMedCrossRef
19.
go back to reference Karayaylali I, San M, Kudaiberdieva G, Niyazova-Karben Z, Seyrek N, Balal M, et al. Heart rate variability, left ventricular functions, and cardiac autonomic neuropathy in patients undergoing chronic hemodialysis. Ren Fail. 2003;25(5):845–53.PubMedCrossRef Karayaylali I, San M, Kudaiberdieva G, Niyazova-Karben Z, Seyrek N, Balal M, et al. Heart rate variability, left ventricular functions, and cardiac autonomic neuropathy in patients undergoing chronic hemodialysis. Ren Fail. 2003;25(5):845–53.PubMedCrossRef
20.
go back to reference Dursun B, Demircioglu F, Varan HI, Basarici I, Kabukcu M, Ersoy F, et al. Effects of different dialysis modalities on cardiac autonomic dysfunctions in end-stage renal disease patients: one year prospective study. Ren Fail. 2004;26(1):35–8.PubMedCrossRef Dursun B, Demircioglu F, Varan HI, Basarici I, Kabukcu M, Ersoy F, et al. Effects of different dialysis modalities on cardiac autonomic dysfunctions in end-stage renal disease patients: one year prospective study. Ren Fail. 2004;26(1):35–8.PubMedCrossRef
21.
go back to reference Giordano M, Manzella D, Paolisso G, Caliendo A, Varricchio M, Giordano C. Differences in heart rate variability parameters during the post-dialytic period in type II diabetic and non-diabetic ESRD patients. Nephrol Dial Transplant. 2001;16(3):566–73.PubMedCrossRef Giordano M, Manzella D, Paolisso G, Caliendo A, Varricchio M, Giordano C. Differences in heart rate variability parameters during the post-dialytic period in type II diabetic and non-diabetic ESRD patients. Nephrol Dial Transplant. 2001;16(3):566–73.PubMedCrossRef
22.
go back to reference Morales MA, Gremigni C, Dattolo P, Piacenti M, Cerrai T, Fazi A, et al. Signal-averaged ECG abnormalities in haemodialysis patients. Role of dialysis. Nephrol Dial Transplant. 1998;13(3):668–73.PubMedCrossRef Morales MA, Gremigni C, Dattolo P, Piacenti M, Cerrai T, Fazi A, et al. Signal-averaged ECG abnormalities in haemodialysis patients. Role of dialysis. Nephrol Dial Transplant. 1998;13(3):668–73.PubMedCrossRef
23.
go back to reference Nalos PC, Gang ES, Mandel WJ, Ladenheim ML, Lass Y, Peter T. The signal-averaged electrocardiogram as a screening test for inducibility of sustained ventricular tachycardia in high risk patients: a prospective study. J Am Coll Cardiol. 1987;9(3):539–48.PubMedCrossRef Nalos PC, Gang ES, Mandel WJ, Ladenheim ML, Lass Y, Peter T. The signal-averaged electrocardiogram as a screening test for inducibility of sustained ventricular tachycardia in high risk patients: a prospective study. J Am Coll Cardiol. 1987;9(3):539–48.PubMedCrossRef
24.
go back to reference Roithinger FX, Punzengruber C, Rossoll M, Pachinger O, Kramar R, Prischl FC. Ventricular late potentials in haemodialysis patients and the risk of sudden death. Nephrol Dial Transplant. 1992;7(10):1013–8.PubMed Roithinger FX, Punzengruber C, Rossoll M, Pachinger O, Kramar R, Prischl FC. Ventricular late potentials in haemodialysis patients and the risk of sudden death. Nephrol Dial Transplant. 1992;7(10):1013–8.PubMed
25.
go back to reference Ichikawa H, Nagake Y, Makino H. Signal averaged electrocardiography (SAECG) in patients on hemodialysis. J Med. 1997;28(3–4):229–43.PubMed Ichikawa H, Nagake Y, Makino H. Signal averaged electrocardiography (SAECG) in patients on hemodialysis. J Med. 1997;28(3–4):229–43.PubMed
26.
go back to reference Girgis I, Contreras G, Chakko S, Perez G, McLoughlin J, Lafferty J, et al. Effect of hemodialysis on the signal-averaged electrocardiogram. Am J Kidney Dis. 1999;34(6):1105–13.PubMedCrossRef Girgis I, Contreras G, Chakko S, Perez G, McLoughlin J, Lafferty J, et al. Effect of hemodialysis on the signal-averaged electrocardiogram. Am J Kidney Dis. 1999;34(6):1105–13.PubMedCrossRef
27.
go back to reference Fei L, Statters DJ, Anderson MH, Katritsis D, Camm AJ. Is there an abnormal QT interval in sudden cardiac death survivors with a “normal” QTc? Am Heart J. 1994;128(1):73–6.PubMedCrossRef Fei L, Statters DJ, Anderson MH, Katritsis D, Camm AJ. Is there an abnormal QT interval in sudden cardiac death survivors with a “normal” QTc? Am Heart J. 1994;128(1):73–6.PubMedCrossRef
28.
go back to reference Chang-Sing P, Peter CT. Sudden death Evaluation and prevention. Cardiol Clin. 1991;9(4):653–64.PubMed Chang-Sing P, Peter CT. Sudden death Evaluation and prevention. Cardiol Clin. 1991;9(4):653–64.PubMed
29.
go back to reference Ahnve S, Gilpin E, Madsen EB, Froelicher V, Henning H, Ross Jr J. Prognostic importance of QTc interval at discharge after acute myocardial infarction: a multicenter study of 865 patients. Am Heart J. 1984;108(2):395–400.PubMedCrossRef Ahnve S, Gilpin E, Madsen EB, Froelicher V, Henning H, Ross Jr J. Prognostic importance of QTc interval at discharge after acute myocardial infarction: a multicenter study of 865 patients. Am Heart J. 1984;108(2):395–400.PubMedCrossRef
30.
go back to reference Algra A, Tijssen JG, Roelandt JR, Pool J, Lubsen J. QTc prolongation measured by standard 12-lead electrocardiography is an independent risk factor for sudden death due to cardiac arrest. Circulation. 1991;83(6):1888–94.PubMedCrossRef Algra A, Tijssen JG, Roelandt JR, Pool J, Lubsen J. QTc prolongation measured by standard 12-lead electrocardiography is an independent risk factor for sudden death due to cardiac arrest. Circulation. 1991;83(6):1888–94.PubMedCrossRef
31.
go back to reference Cupisti A, Galetta F, Morelli E, Tintori G, Sibilia G, Meola M, et al. Effect of hemodialysis on the dispersion of the QTc interval. Nephron. 1998;78(4):429–32.PubMedCrossRef Cupisti A, Galetta F, Morelli E, Tintori G, Sibilia G, Meola M, et al. Effect of hemodialysis on the dispersion of the QTc interval. Nephron. 1998;78(4):429–32.PubMedCrossRef
32.
go back to reference Cupisti A, Galetta F, Caprioli R, Morelli E, Tintori GC, Franzoni F, et al. Potassium removal increases the QTc interval dispersion during hemodialysis. Nephron. 1999;82(2):122–6.PubMedCrossRef Cupisti A, Galetta F, Caprioli R, Morelli E, Tintori GC, Franzoni F, et al. Potassium removal increases the QTc interval dispersion during hemodialysis. Nephron. 1999;82(2):122–6.PubMedCrossRef
33.
go back to reference Lorincz I, Matyus J, Zilahi Z, Kun C, Karanyi Z, Kakuk G. QT dispersion in patients with end-stage renal failure and during hemodialysis. J Am Soc Nephrol. 1999;10(6):1297–302.PubMed Lorincz I, Matyus J, Zilahi Z, Kun C, Karanyi Z, Kakuk G. QT dispersion in patients with end-stage renal failure and during hemodialysis. J Am Soc Nephrol. 1999;10(6):1297–302.PubMed
34.
go back to reference Morris ST, Galiatsou E, Stewart GA, Rodger RS, Jardine AG. QT dispersion before and after hemodialysis. J Am Soc Nephrol. 1999;10(1):160–3.PubMed Morris ST, Galiatsou E, Stewart GA, Rodger RS, Jardine AG. QT dispersion before and after hemodialysis. J Am Soc Nephrol. 1999;10(1):160–3.PubMed
35.
go back to reference Yetkin E, Ileri M, Tandogan I, Boran M, Yanik A, Hisar I, et al. Increased QT interval dispersion after hemodialysis: role of peridialytic electrolyte gradients. Angiology. 2000;51(6):499–504.PubMedCrossRef Yetkin E, Ileri M, Tandogan I, Boran M, Yanik A, Hisar I, et al. Increased QT interval dispersion after hemodialysis: role of peridialytic electrolyte gradients. Angiology. 2000;51(6):499–504.PubMedCrossRef
36.
go back to reference Covic A, Diaconita M, Gusbeth-Tatomir P, Covic M, Botezan A, Ungureanu G, et al. Haemodialysis increases QT(c) interval but not QT(c) dispersion in ESRD patients without manifest cardiac disease. Nephrol Dial Transplant. 2002;17(12):2170–7.PubMedCrossRef Covic A, Diaconita M, Gusbeth-Tatomir P, Covic M, Botezan A, Ungureanu G, et al. Haemodialysis increases QT(c) interval but not QT(c) dispersion in ESRD patients without manifest cardiac disease. Nephrol Dial Transplant. 2002;17(12):2170–7.PubMedCrossRef
37.
go back to reference Howse M, Sastry S, Bell GM. Changes in the corrected QT interval and corrected QT dispersion during haemodialysis. Postgrad Med J. 2002;78(919):273–5.PubMedPubMedCentralCrossRef Howse M, Sastry S, Bell GM. Changes in the corrected QT interval and corrected QT dispersion during haemodialysis. Postgrad Med J. 2002;78(919):273–5.PubMedPubMedCentralCrossRef
38.
go back to reference Floccari F, Aloisi E, Nostro L, Caccamo C, Crisafulli A, Barilla A, et al. QTc interval and QTc dispersion during haemodiafiltration. Nephrology (Carlton). 2004;9(6):335–40.CrossRef Floccari F, Aloisi E, Nostro L, Caccamo C, Crisafulli A, Barilla A, et al. QTc interval and QTc dispersion during haemodiafiltration. Nephrology (Carlton). 2004;9(6):335–40.CrossRef
39.
go back to reference Maule S, Veglio M, Mecca F, Calvo C, Martina G, Marangella M, et al. Autonomic neuropathy and QT interval in hemodialysed patients. Clin Auton Res. 2004;14(4):233–9.PubMedCrossRef Maule S, Veglio M, Mecca F, Calvo C, Martina G, Marangella M, et al. Autonomic neuropathy and QT interval in hemodialysed patients. Clin Auton Res. 2004;14(4):233–9.PubMedCrossRef
40.
go back to reference Madias JE. QTc interval in patients with changing edematous states: implications on interpreting repeat QTc interval measurements in patients with anasarca of varying etiology and those undergoing hemodialysis. Pacing Clin Electrophysiol. 2005;28(1):54–61.PubMedCrossRef Madias JE. QTc interval in patients with changing edematous states: implications on interpreting repeat QTc interval measurements in patients with anasarca of varying etiology and those undergoing hemodialysis. Pacing Clin Electrophysiol. 2005;28(1):54–61.PubMedCrossRef
41.
go back to reference Yildiz A, Akkaya V, Sahin S, Tukek T, Besler M, Bozfakioglu S, et al. QT dispersion and signal-averaged electrocardiogram in hemodialysis and CAPD patients. Perit Dial Int. 2001;21(2):186–92.PubMed Yildiz A, Akkaya V, Sahin S, Tukek T, Besler M, Bozfakioglu S, et al. QT dispersion and signal-averaged electrocardiogram in hemodialysis and CAPD patients. Perit Dial Int. 2001;21(2):186–92.PubMed
42.
go back to reference Johansson M, Gao SA, Friberg P, Annerstedt M, Bergstrom G, Carlstrom J, et al. Elevated temporal QT variability index in patients with chronic renal failure. Clin Sci (Lond). 2004;107(6):583–8.CrossRef Johansson M, Gao SA, Friberg P, Annerstedt M, Bergstrom G, Carlstrom J, et al. Elevated temporal QT variability index in patients with chronic renal failure. Clin Sci (Lond). 2004;107(6):583–8.CrossRef
43.
go back to reference Davies MJ, Popple A. Sudden unexpected cardiac death–a practical approach to the forensic problem. Histopathology. 1979;3(4):255–77.PubMedCrossRef Davies MJ, Popple A. Sudden unexpected cardiac death–a practical approach to the forensic problem. Histopathology. 1979;3(4):255–77.PubMedCrossRef
44.
go back to reference Haider AW, Larson MG, Benjamin EJ, Levy D. Increased left ventricular mass and hypertrophy are associated with increased risk for sudden death. J Am Coll Cardiol. 1998;32(5):1454–9.PubMedCrossRef Haider AW, Larson MG, Benjamin EJ, Levy D. Increased left ventricular mass and hypertrophy are associated with increased risk for sudden death. J Am Coll Cardiol. 1998;32(5):1454–9.PubMedCrossRef
45.
go back to reference Paoletti E, Specchia C, Di Maio G, Bellino D, Damasio B, Cassottana P, et al. The worsening of left ventricular hypertrophy is the strongest predictor of sudden cardiac death in haemodialysis patients: a 10 year survey. Nephrol Dial Transplant. 2004;19(7):1829–34.PubMedCrossRef Paoletti E, Specchia C, Di Maio G, Bellino D, Damasio B, Cassottana P, et al. The worsening of left ventricular hypertrophy is the strongest predictor of sudden cardiac death in haemodialysis patients: a 10 year survey. Nephrol Dial Transplant. 2004;19(7):1829–34.PubMedCrossRef
46.
go back to reference Foley RN, Parfrey PS, Harnett JD, Kent GM, Martin CJ, Murray DC, et al. Clinical and echocardiographic disease in patients starting end-stage renal disease therapy. Kidney Int. 1995;47(1):186–92.PubMedCrossRef Foley RN, Parfrey PS, Harnett JD, Kent GM, Martin CJ, Murray DC, et al. Clinical and echocardiographic disease in patients starting end-stage renal disease therapy. Kidney Int. 1995;47(1):186–92.PubMedCrossRef
47.
go back to reference Fathi R, Isbel N, Haluska B, Case C, Johnson DW, Marwick TH. Correlates of subclinical left ventricular dysfunction in ESRD. Am J Kidney Dis. 2003;41(5):1016–25.PubMedCrossRef Fathi R, Isbel N, Haluska B, Case C, Johnson DW, Marwick TH. Correlates of subclinical left ventricular dysfunction in ESRD. Am J Kidney Dis. 2003;41(5):1016–25.PubMedCrossRef
48.
go back to reference Marcus ML, Harrison DG, Chilian WM, Koyanagi S, Inou T, Tomanek RJ, et al. Alterations in the coronary circulation in hypertrophied ventricles. Circulation. 1987;75(1 Pt 2):I19–25.PubMed Marcus ML, Harrison DG, Chilian WM, Koyanagi S, Inou T, Tomanek RJ, et al. Alterations in the coronary circulation in hypertrophied ventricles. Circulation. 1987;75(1 Pt 2):I19–25.PubMed
49.
go back to reference Houghton JL, Frank MJ, Carr AA, von Dohlen TW, Prisant LM. Relations among impaired coronary flow reserve, left ventricular hypertrophy and thallium perfusion defects in hypertensive patients without obstructive coronary artery disease. J Am Coll Cardiol. 1990;15(1):43–51.PubMedCrossRef Houghton JL, Frank MJ, Carr AA, von Dohlen TW, Prisant LM. Relations among impaired coronary flow reserve, left ventricular hypertrophy and thallium perfusion defects in hypertensive patients without obstructive coronary artery disease. J Am Coll Cardiol. 1990;15(1):43–51.PubMedCrossRef
50.
go back to reference Elliott PM, Kaski JC, Prasad K, Seo H, Slade AK, Goldman JH, et al. Chest pain during daily life in patients with hypertrophic cardiomyopathy: an ambulatory electrocardiographic study. Eur Heart J. 1996;17(7):1056–64.PubMedCrossRef Elliott PM, Kaski JC, Prasad K, Seo H, Slade AK, Goldman JH, et al. Chest pain during daily life in patients with hypertrophic cardiomyopathy: an ambulatory electrocardiographic study. Eur Heart J. 1996;17(7):1056–64.PubMedCrossRef
51.
go back to reference Shamseddin MK, Parfrey PS. Sudden cardiac death in chronic kidney disease: epidemiology and prevention. Nat Rev Nephrol. 2011;7(3):145–54.PubMedCrossRef Shamseddin MK, Parfrey PS. Sudden cardiac death in chronic kidney disease: epidemiology and prevention. Nat Rev Nephrol. 2011;7(3):145–54.PubMedCrossRef
52.
go back to reference Foley RN, Parfrey PS, Harnett JD, Kent GM, Murray DC, Barre PE. The prognostic importance of left ventricular geometry in uremic cardiomyopathy. J Am Soc Nephrol. 1995;5(12):2024–31.PubMed Foley RN, Parfrey PS, Harnett JD, Kent GM, Murray DC, Barre PE. The prognostic importance of left ventricular geometry in uremic cardiomyopathy. J Am Soc Nephrol. 1995;5(12):2024–31.PubMed
53.
go back to reference Foley RN. Clinical epidemiology of cardiac disease in dialysis patients: left ventricular hypertrophy, ischemic heart disease, and cardiac failure. Semin Dial. 2003;16(2):111–7.PubMedCrossRef Foley RN. Clinical epidemiology of cardiac disease in dialysis patients: left ventricular hypertrophy, ischemic heart disease, and cardiac failure. Semin Dial. 2003;16(2):111–7.PubMedCrossRef
54.
go back to reference Zheng ZJ, Croft JB, Giles WH, Mensah GA. Sudden cardiac death in the United States, 1989 to 1998. Circulation. 2001;104(18):2158–63.PubMedCrossRef Zheng ZJ, Croft JB, Giles WH, Mensah GA. Sudden cardiac death in the United States, 1989 to 1998. Circulation. 2001;104(18):2158–63.PubMedCrossRef
55.
go back to reference Gettes LS. Electrolyte abnormalities underlying lethal and ventricular arrhythmias. Circulation. 1992;85(1 Suppl):I70–6.PubMed Gettes LS. Electrolyte abnormalities underlying lethal and ventricular arrhythmias. Circulation. 1992;85(1 Suppl):I70–6.PubMed
56.
57.
go back to reference Greene HL. Definition of patients at high risk of sudden arrhythmic cardiac death. Clin Cardiol. 1988;11(3 Suppl 2):II5–16.PubMed Greene HL. Definition of patients at high risk of sudden arrhythmic cardiac death. Clin Cardiol. 1988;11(3 Suppl 2):II5–16.PubMed
58.
go back to reference Block GA, Hulbert-Shearon TE, Levin NW, Port FK. Association of serum phosphorus and calcium x phosphate product with mortality risk in chronic hemodialysis patients: a national study. Am J Kidney Dis. 1998;31(4):607–17.PubMedCrossRef Block GA, Hulbert-Shearon TE, Levin NW, Port FK. Association of serum phosphorus and calcium x phosphate product with mortality risk in chronic hemodialysis patients: a national study. Am J Kidney Dis. 1998;31(4):607–17.PubMedCrossRef
59.
go back to reference Bleyer AJ, Russell GB, Satko SG. Sudden and cardiac death rates in hemodialysis patients. Kidney Int. 1999;55(4):1553–9.PubMedCrossRef Bleyer AJ, Russell GB, Satko SG. Sudden and cardiac death rates in hemodialysis patients. Kidney Int. 1999;55(4):1553–9.PubMedCrossRef
60.
go back to reference Karnik JA, Young BS, Lew NL, Herget M, Dubinsky C, Lazarus JM, et al. Cardiac arrest and sudden death in dialysis units. Kidney Int. 2001;60(1):350–7.PubMedCrossRef Karnik JA, Young BS, Lew NL, Herget M, Dubinsky C, Lazarus JM, et al. Cardiac arrest and sudden death in dialysis units. Kidney Int. 2001;60(1):350–7.PubMedCrossRef
61.
go back to reference Pun PH, Horton JR, Middleton JP. Dialysate calcium concentration and the risk of sudden cardiac arrest in hemodialysis patients. Clin J Am Soc Nephrol. 2013;8(5):797–803.PubMedPubMedCentralCrossRef Pun PH, Horton JR, Middleton JP. Dialysate calcium concentration and the risk of sudden cardiac arrest in hemodialysis patients. Clin J Am Soc Nephrol. 2013;8(5):797–803.PubMedPubMedCentralCrossRef
62.
go back to reference Schreiber BD. Congestive heart failure in patients with chronic kidney disease and on dialysis. Am J Med Sci. 2003;325(4):179–93.PubMedCrossRef Schreiber BD. Congestive heart failure in patients with chronic kidney disease and on dialysis. Am J Med Sci. 2003;325(4):179–93.PubMedCrossRef
63.
go back to reference Lash JP, Go AS, Appel LJ, He J, Ojo A, Rahman M, et al. Chronic Renal Insufficiency Cohort (CRIC) Study: baseline characteristics and associations with kidney function. Clin J Am Soc Nephrol. 2009;4(8):1302–11.PubMedPubMedCentralCrossRef Lash JP, Go AS, Appel LJ, He J, Ojo A, Rahman M, et al. Chronic Renal Insufficiency Cohort (CRIC) Study: baseline characteristics and associations with kidney function. Clin J Am Soc Nephrol. 2009;4(8):1302–11.PubMedPubMedCentralCrossRef
64.
go back to reference Feldman HI, Appel LJ, Chertow GM, Cifelli D, Cizman B, Daugirdas J, et al. The Chronic Renal Insufficiency Cohort (CRIC) study: design and methods. J Am Soc Nephrol. 2003;14(7 Suppl 2):S148–53.PubMedCrossRef Feldman HI, Appel LJ, Chertow GM, Cifelli D, Cizman B, Daugirdas J, et al. The Chronic Renal Insufficiency Cohort (CRIC) study: design and methods. J Am Soc Nephrol. 2003;14(7 Suppl 2):S148–53.PubMedCrossRef
65.
go back to reference Fried LP, Tangen CM, Walston J, Newman AB, Hirsch C, Gottdiener J, et al. Frailty in older adults: evidence for a phenotype. J Gerontol A Biol Sci Med Sci. 2001;56(3):M146–56.PubMedCrossRef Fried LP, Tangen CM, Walston J, Newman AB, Hirsch C, Gottdiener J, et al. Frailty in older adults: evidence for a phenotype. J Gerontol A Biol Sci Med Sci. 2001;56(3):M146–56.PubMedCrossRef
66.
go back to reference Sur S, Han L, Tereshchenko LG. Comparison of sum absolute QRST integral, and temporal variability in depolarization and repolarization, measured by dynamic vectorcardiography approach, in healthy men and women. PLoS One. 2013;8(2), e57175.PubMedPubMedCentralCrossRef Sur S, Han L, Tereshchenko LG. Comparison of sum absolute QRST integral, and temporal variability in depolarization and repolarization, measured by dynamic vectorcardiography approach, in healthy men and women. PLoS One. 2013;8(2), e57175.PubMedPubMedCentralCrossRef
67.
go back to reference Bazett H. An analysis of the time-relations of electrocardiogram. Heart. 1920;7:353–70. Bazett H. An analysis of the time-relations of electrocardiogram. Heart. 1920;7:353–70.
68.
go back to reference Fridericia LS. The duration of systole in an electrocardiogram in normal humans and in patients with heart disease. 1920. Ann Noninvasive Electrocardiol. 2003;8(4):343–51.PubMedCrossRef Fridericia LS. The duration of systole in an electrocardiogram in normal humans and in patients with heart disease. 1920. Ann Noninvasive Electrocardiol. 2003;8(4):343–51.PubMedCrossRef
69.
go back to reference Malik M, Farbom P, Batchvarov V, Hnatkova K, Camm AJ. Relation between QT and RR intervals is highly individual among healthy subjects: implications for heart rate correction of the QT interval. Heart. 2002;87(3):220–8.PubMedPubMedCentralCrossRef Malik M, Farbom P, Batchvarov V, Hnatkova K, Camm AJ. Relation between QT and RR intervals is highly individual among healthy subjects: implications for heart rate correction of the QT interval. Heart. 2002;87(3):220–8.PubMedPubMedCentralCrossRef
71.
go back to reference Baumert M, Starc V, Porta A. Conventional QT variability measurement vs. Template matching techniques: comparison of performance using simulated and real ECG. PLoS One. 2012;7(7):e41920.PubMedPubMedCentralCrossRef Baumert M, Starc V, Porta A. Conventional QT variability measurement vs. Template matching techniques: comparison of performance using simulated and real ECG. PLoS One. 2012;7(7):e41920.PubMedPubMedCentralCrossRef
72.
go back to reference Goldberger JJ, Cain ME, Hohnloser SH, Kadish AH, Knight BP, Lauer MS, et al. American heart association/American college of cardiology foundation/heart rhythm society scientific statement on noninvasive risk stratification techniques for identifying patients at risk for sudden cardiac death. a scientific statement from the American heart association council on clinical cardiology committee on electrocardiography and Arrhythmias and council on epidemiology and prevention. J Am Coll Cardiol. 2008;52(14):1179–99.PubMedCrossRef Goldberger JJ, Cain ME, Hohnloser SH, Kadish AH, Knight BP, Lauer MS, et al. American heart association/American college of cardiology foundation/heart rhythm society scientific statement on noninvasive risk stratification techniques for identifying patients at risk for sudden cardiac death. a scientific statement from the American heart association council on clinical cardiology committee on electrocardiography and Arrhythmias and council on epidemiology and prevention. J Am Coll Cardiol. 2008;52(14):1179–99.PubMedCrossRef
73.
go back to reference Kamath GS, Zareba W, Delaney J, Koneru JN, McKenna W, Gear K, et al. Value of the signal-averaged electrocardiogram in arrhythmogenic right ventricular cardiomyopathy/dysplasia. Heart Rhythm. 2011;8(2):256–62.PubMedCrossRef Kamath GS, Zareba W, Delaney J, Koneru JN, McKenna W, Gear K, et al. Value of the signal-averaged electrocardiogram in arrhythmogenic right ventricular cardiomyopathy/dysplasia. Heart Rhythm. 2011;8(2):256–62.PubMedCrossRef
74.
go back to reference Kinoshita T, Asai T, Ishigaki T, Suzuki T, Kambara A, Matsubayashi K. Preoperative heart rate variability predicts atrial fibrillation after coronary bypass grafting. Ann Thorac Surg. 2011;91(4):1176–81.PubMedCrossRef Kinoshita T, Asai T, Ishigaki T, Suzuki T, Kambara A, Matsubayashi K. Preoperative heart rate variability predicts atrial fibrillation after coronary bypass grafting. Ann Thorac Surg. 2011;91(4):1176–81.PubMedCrossRef
75.
go back to reference Wexler L, Brundage B, Crouse J, Detrano R, Fuster V, Maddahi J, et al. Coronary artery calcification: Pathophysiology, Epidemiology, imaging methods, and clinical implications. a statement for health professionals from the American heart association writing group. Circulation. 1996;94(5):1175–92.PubMedCrossRef Wexler L, Brundage B, Crouse J, Detrano R, Fuster V, Maddahi J, et al. Coronary artery calcification: Pathophysiology, Epidemiology, imaging methods, and clinical implications. a statement for health professionals from the American heart association writing group. Circulation. 1996;94(5):1175–92.PubMedCrossRef
76.
go back to reference Jaar BG, Zhang L, Chembrovich SV, Sozio SM, Shafi T, Scialla JJ, et al. Incidental findings on cardiac computed tomography in incident hemodialysis patients: the predictors of arrhythmic and cardiovascular events in end-stage renal disease (PACE) study. BMC Nephrol. 2014;15:68.PubMedPubMedCentralCrossRef Jaar BG, Zhang L, Chembrovich SV, Sozio SM, Shafi T, Scialla JJ, et al. Incidental findings on cardiac computed tomography in incident hemodialysis patients: the predictors of arrhythmic and cardiovascular events in end-stage renal disease (PACE) study. BMC Nephrol. 2014;15:68.PubMedPubMedCentralCrossRef
77.
go back to reference Armstrong AC, Gidding S, Gjesdal O, Wu C, Bluemke DA, Lima JA. LV mass assessed by echocardiography and CMR, cardiovascular outcomes, and medical practice. J Am Coll Cardiol Img. 2012;5(8):837–48.CrossRef Armstrong AC, Gidding S, Gjesdal O, Wu C, Bluemke DA, Lima JA. LV mass assessed by echocardiography and CMR, cardiovascular outcomes, and medical practice. J Am Coll Cardiol Img. 2012;5(8):837–48.CrossRef
78.
go back to reference Townsend RR, Wimmer NJ, Chirinos JA, Parsa A, Weir M, Perumal K, et al. Aortic PWV in chronic kidney disease: a CRIC ancillary study. Am J Hypertens. 2010;23(3):282–9.PubMedCrossRef Townsend RR, Wimmer NJ, Chirinos JA, Parsa A, Weir M, Perumal K, et al. Aortic PWV in chronic kidney disease: a CRIC ancillary study. Am J Hypertens. 2010;23(3):282–9.PubMedCrossRef
79.
go back to reference Calkins H, Kuck KH, Cappato R, Brugada J, Camm AJ, Chen SA, et al. HRS/EHRA/ECAS expert consensus statement on catheter and surgical ablation of atrial fibrillation: recommendations for patient selection, procedural techniques, patient management and follow-up, definitions, endpoints, and research trial design. J Interv Card Electrophysiol. 2012;33(2):171–257.PubMedCrossRef Calkins H, Kuck KH, Cappato R, Brugada J, Camm AJ, Chen SA, et al. HRS/EHRA/ECAS expert consensus statement on catheter and surgical ablation of atrial fibrillation: recommendations for patient selection, procedural techniques, patient management and follow-up, definitions, endpoints, and research trial design. J Interv Card Electrophysiol. 2012;33(2):171–257.PubMedCrossRef
80.
go back to reference Crijns HJ, Bash LD, Chazelle F, Le Heuzey JY, Lewalter T, Lip GY, et al. RHYTHM-AF: design of an international registry on cardioversion of atrial fibrillation and characteristics of participating centers. BMC Cardiovasc Disord. 2012;12:85.PubMedPubMedCentralCrossRef Crijns HJ, Bash LD, Chazelle F, Le Heuzey JY, Lewalter T, Lip GY, et al. RHYTHM-AF: design of an international registry on cardioversion of atrial fibrillation and characteristics of participating centers. BMC Cardiovasc Disord. 2012;12:85.PubMedPubMedCentralCrossRef
81.
go back to reference Kromhout D, Giltay EJ, Geleijnse JM. n-3 fatty acids and cardiovascular events after myocardial infarction. N Engl J Med. 2010;363(21):2015–26.PubMedCrossRef Kromhout D, Giltay EJ, Geleijnse JM. n-3 fatty acids and cardiovascular events after myocardial infarction. N Engl J Med. 2010;363(21):2015–26.PubMedCrossRef
82.
83.
go back to reference Cheung AK, Sarnak MJ, Yan G, Berkoben M, Heyka R, Kaufman A, et al. Cardiac diseases in maintenance hemodialysis patients: results of the HEMO Study. Kidney Int. 2004;65(6):2380–9.PubMedCrossRef Cheung AK, Sarnak MJ, Yan G, Berkoben M, Heyka R, Kaufman A, et al. Cardiac diseases in maintenance hemodialysis patients: results of the HEMO Study. Kidney Int. 2004;65(6):2380–9.PubMedCrossRef
84.
go back to reference Investigators. TA: The Atherosclerosis Risk in Community (ARIC) Study: Design and Objectives. Am J Epidemiol. 1989; 129(4):687–702 Investigators. TA: The Atherosclerosis Risk in Community (ARIC) Study: Design and Objectives. Am J Epidemiol. 1989; 129(4):687–702
85.
go back to reference Kutner NG, Johansen KL, Kaysen GA, Pederson S, Chen SC, Agodoa LY, et al. The comprehensive dialysis study (CDS): a USRDS special study. Clin J Am Soc Nephrol. 2009;4(3):645–50.PubMedPubMedCentralCrossRef Kutner NG, Johansen KL, Kaysen GA, Pederson S, Chen SC, Agodoa LY, et al. The comprehensive dialysis study (CDS): a USRDS special study. Clin J Am Soc Nephrol. 2009;4(3):645–50.PubMedPubMedCentralCrossRef
Metadata
Title
Rationale and design for the Predictors of Arrhythmic and Cardiovascular Risk in End Stage Renal Disease (PACE) study
Authors
Rulan S Parekh
Lucy A Meoni
Bernard G Jaar
Stephen M Sozio
Tariq Shafi
Gordon F Tomaselli
Joao A Lima
Larisa G Tereshchenko
Michelle M Estrella
W H Linda Kao
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Nephrology / Issue 1/2015
Electronic ISSN: 1471-2369
DOI
https://doi.org/10.1186/s12882-015-0050-4

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