External validation of the kidney failure risk equation and re-calibration with addition of ultrasound parameters

Clinical Journal of the American Society of Nephrology

Volumn 11, Issue 4, 2016, Pages 609-615

  Lennartz, Claudia S ^a   Pickering, John William ^b,c   Seiler Mußler, Sarah ^a   Bauer, Lucie ^a   Untersteller, Kathrin ^a   Emrich, Insa E ^a   Zawada, Adam M ^a   Radermacher, Jörg ^d   Tangri, Navdeep ^e   Fliser, Danilo ^a   Heine, Gunnar H ^a  

^a SAARLAND UNIVERSITY   (Germany)

^b UNIVERSITY OF OTAGO   (New Zealand)

^c CHRISTCHURCH HOSPITAL   (New Zealand)

^d KLINIKUM MINDEN   (Germany)

^e UNIVERSITY OF MANITOBA   (Canada)

Author keywords

Calibration; Chronic kidney failure; Doppler; Humans; Prospective studies; Renal insufficiency, chronic; Survivors; Tertiary care centers; Ultrasonography

Indexed keywords

CREATININE; BIOLOGICAL MARKER;

ADULT; ALBUMINURIA; ARTICLE; BODY MASS; CHRONIC KIDNEY FAILURE; CREATININE BLOOD LEVEL; DIABETES MELLITUS; DIASTOLIC BLOOD PRESSURE; DISEASE COURSE; DOPPLER EFFECT; ECHOGRAPHY; END STAGE RENAL DISEASE; ESTIMATED GLOMERULAR FILTRATION RATE; FEMALE; FOLLOW UP; HUMAN; KIDNEY FAILURE RISK EQUATION; KIDNEY INJURY; MAJOR CLINICAL STUDY; MALE; MIDDLE AGED; MODEL; OUTCOME ASSESSMENT; PORTAL HYPERTENSION; PREDICTIVE VALUE; PROSPECTIVE STUDY; PROTEIN URINE LEVEL; RENAL RESISTIVE INDEX; RESISTIVE INDEX; SENSITIVITY AND SPECIFICITY; SYSTOLIC BLOOD PRESSURE; VASCULAR DISEASE; CALIBRATION; COMPLICATION; DIAGNOSTIC IMAGING; KIDNEY FAILURE, CHRONIC; MATHEMATICAL PHENOMENA; RENAL INSUFFICIENCY; RISK ASSESSMENT; STATISTICAL MODEL; VALIDATION STUDY;

BIOMARKERS; CALIBRATION; DISEASE PROGRESSION; FEMALE; HUMANS; KIDNEY FAILURE, CHRONIC; MALE; MATHEMATICAL CONCEPTS; MIDDLE AGED; MODELS, STATISTICAL; PREDICTIVE VALUE OF TESTS; PROSPECTIVE STUDIES; RENAL INSUFFICIENCY; RISK ASSESSMENT; ULTRASONOGRAPHY;

EID: 85011602113     PISSN: 15559041     EISSN: 1555905X     Source Type: Journal    
DOI: 10.2215/CJN.08110715     Document Type: Article

References (35)

1. Levey AS, de Jong PE, Coresh J, El Nahas M, Astor BC, Matsushita K, Gansevoort RT, Kasiske BL, Eckardt KU: The definition, classification, and prognosis of chronic kidney disease: A KDIGO Controversies Conference report. Kidney Int 80: 17–28, 2011
2. Jha V, Garcia-Garcia G, Iseki K, Li Z, Naicker S, Plattner B, Saran R, Wang AY, Yang CW: Chronic kidney disease: global dimension and perspectives. Lancet 382: 260–272, 2013
3. Astor BC, Matsushita K, Gansevoort RT, van der Velde M, Woodward M, Levey AS, Jong PE, Coresh J; Chronic Kidney Disease Prognosis Consortium: Lower estimated glomerular filtration rate and higher albuminuria are associated with mortality and end-stage renal disease. A collaborative meta-analysis of kidney disease population cohorts. Kidney Int 79: 1331–1340, 2011
4. Kidney Disease: Improving Global Outcomes (KDIGO) CKD Work Group: KDIGO 2012 clinical practice guidelines for the evaluation and management of chronic kidney disease. Kidney Int Suppl 3: 1–150, 2013
5. Tangri N, Kitsios GD, Inker LA, Griffith J, Naimark DM, Walker S, Rigatto C, Uhlig K, Kent DM, Levey AS: Risk prediction models for patients with chronic kidney disease: a systematic review. Ann Intern Med 158: 596–603, 2013
6. Rigatto C, Sood MM, Tangri N: Risk prediction in chronic kidney disease: pitfalls and caveats. Curr Opin Nephrol Hypertens 21: 612–618, 2012
7. Johnson ES, Thorp ML, Platt RW, Smith DH: Predicting the risk of dialysis and transplant among patients with CKD: A retrospective cohort study. Am J Kidney Dis 52: 653–660, 2008
8. Tangri N, Stevens LA, Griffith J, Tighiouart H, Djurdjev O, Naimark D, Levin A, Levey AS: A predictive model for progression of chronic kidney disease to kidney failure. JAMA 305: 1553–1559, 2011
9. Radermacher J, Mengel M, Ellis S, Stuht S, Hiss M, Schwarz A, Eisenberger U, Burg M, Luft FC, Gwinner W, Haller H: The renal arterial resistance index and renal allograft survival. N Engl J Med 349: 115–124, 2003
10. Sugiura T, Wada A: Resistive index predicts renal prognosis in chronic kidney disease: Results of a 4-year follow-up. Clin Exp Nephrol 15: 114–120, 2011
11. Parolini C, Noce A, Staffolani E, Giarrizzo GF, Costanzi S, Splendiani G: Renal resistive index and long-term outcome in chronic nephropathies. Radiology 252: 888–896, 2009
12. Radermacher J, Ellis S, Haller H: Renal resistance index and progression of renal disease. Hypertension 39: 699–703, 2002
13. Petersen LJ, Petersen JR, Talleruphuus U, Ladefoged SD, Mehlsen J, Jensen HA: The pulsatility index and the resistive index in renal arteries. Associations with long-term progression in chronic renal failure. Nephrol Dial Transplant 12: 1376–1380, 1997
14. Sugiura T, Wada A: Resistive index predicts renal prognosis in chronic kidney disease. Nephrol Dial Transplant 24: 2780–2785, 2009
15. Bigé N, Lévy PP, Callard P, Faintuch JM, Chigot V, Jousselin V, Ronco P, Boffa JJ: Renal arterial resistive index is associated with severe histological changes and poor renal outcome during chronic kidney disease. BMC Nephrol 13: 139, 2012
16. Nosadini R, Velussi M, Brocco E, Abaterusso C, Carraro A, Piarulli F, Morgia G, Satta A, Faedda R, Abhyankar A, Luthman H, Tonolo G: Increased renal arterial resistance predicts the course of renal function in type 2 diabetes with microalbuminuria. Diabetes 55: 234–239, 2006
17. Okura T, Kurata M, Irita J, Enomoto D, Jotoku M, Nagao T, Koresawa M, Kojima S, Hamano Y, Mashiba S, Miyoshi K, Higaki J: Renal resistance index is a marker of future renal dysfunction in patients with essential hypertension. J Nephrol 23: 175–180, 2010
18. Ikee R, Kobayashi S, Hemmi N, Imakiire T, Kikuchi Y, Moriya H, Suzuki S, Miura S: Correlation between the resistive index by Doppler ultrasound and kidney function and histology. Am J Kidney Dis 46: 603–609, 2005
19. Grün OS, Herath E, Weihrauch A, Flügge F, Rogacev KS, Fliser D, Heine GH: Does the measurement of the difference of resistive indexes in spleen and kidney allow a selective assessment of chronic kidney injury? Radiology 264: 894–902, 2012
20. Seiler S, Rogacev KS, Roth HJ, Shafein P, Emrich I, Neuhaus S, Floege J, Fliser D, Heine GH: Associations of FGF-23 and sKlotho with cardiovascular outcomes among patients with CKD stages 2-4. Clin J Am Soc Nephrol 9: 1049–1058, 2014
21. Rogacev KS, Pickering JW, Seiler S, Zawada AM, Emrich I, Fliser D, Heine GH: The Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) equation incorporating both cystatin C and creatinine best predicts individual risk: a cohort study in 444 patients with chronic kidney disease. Nephrol Dial Transplant 29: 348–355, 2014
22. Cox DR, Snell EJ: Analysis of binary data, Boca Raton, FL, Chapman & Hall, 1989
23. Pencina MJ, D’Agostino RB, Sr., D’Agostino RB, Jr., Vasan RS: Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond. Stat Med 27: 157–172, discussion 207–112, 2008
24. Pickering JW, Endre ZH: New metrics for assessing diagnostic potential of candidate biomarkers. Clin J Am Soc Nephrol 7: 1355–1364, 2012
25. Pepe MS, Feng Z, Huang Y, Longton G, Prentice R, Thompson IM, Zheng Y: Integrating the predictiveness of a marker with its performance as a classifier. Am J Epidemiol 167: 362–368, 2008
26. Pape L, Offner G, Ehrich JH: Renal arterial resistance index. N Engl J Med 349: 1573–1574, author reply 1573–1574, 2003
27. Schwenger V, Keller T, Hofmann N, Hoffmann O, Sommerer C, Nahm AM, Morath C, Zeier M, Krumme B: Color Doppler indices of renal allografts depend on vascular stiffness of the transplant recipients. Am J Transplant 6: 2721–2724, 2006
28. O’Neill WC: Renal resistive index: A case of mistaken identity. Hypertension 64: 915–917, 2014
29. Heine GH, Reichart B, Ulrich C, Köhler H, Girndt M: Do ultrasound renal resistance indices reflect systemic rather than renal vascular damage in chronic kidney disease? Nephrol Dial Transplant 22: 163–170, 2007
30. Bude RO, Rubin JM: Relationship between the resistive index and vascular compliance and resistance. Radiology 211: 411–417, 1999
31. Claudon M, Barnewolt CE, Taylor GA, Dunning PS, Gobet R, Badawy AB: Renal blood flow in pigs: changes depicted with contrast-enhanced harmonic US imaging during acute urinary obstruction. Radiology 212: 725–731, 1999
32. Tublin ME, Tessler FN, Murphy ME: Correlation between renal vascular resistance, pulse pressure, and the resistive index in isolated perfused rabbit kidneys. Radiology 213: 258–264, 1999
33. Heine GH, Gerhart MK, Ulrich C, Köhler H, Girndt M: Renal Doppler resistance indices are associated with systemic atherosclerosis in kidney transplant recipients. Kidney Int 68: 878–885, 2005
34. Peeters MJ, van Zuilen AD, van den Brand JA, Bots ML, Blankestijn PJ, Wetzels JF; MASTERPLAN Study Group: Validation of the kidney failure risk equation in European CKD patients. Nephrol Dial Transplant 28: 1773–1779, 2013
35. Marks A, Fluck N, Prescott GJ, Robertson L, Simpson WG, Cairns Smith W, Black C: Looking to the future: predicting renal replacement outcomes in a large community cohort with chronic kidney disease. Nephrol Dial Transplant 30: 1507–1517, 2015