Skip to main content

Advertisement

Log in

Predictive model of 1-year postoperative renal function after living donor nephrectomy

  • Urology - Original Paper
  • Published:
International Urology and Nephrology Aims and scope Submit manuscript

Abstract

Objective

Kidney transplantation from a living donor nephrectomy (LDN) is the best treatment for end-stage renal disease, but decrease in donor renal function is often revealed. The aim of this study was to evaluate the association between preoperative factors and postoperative estimated glomerular filtration rate (eGFR) and test a predictive model to estimate postoperative eGFR, 1 year after LDN.

Patients and methods

We reviewed 226 records of consecutive patients who underwent laparoscopic live donor nephrectomy between 2006 and 2014 in a single tertiary center. Of these, complete data on 202 patients were analyzed. A training (2/3 of the whole population) and a validation set (1/3) were randomized. A multivariate regression model was used to identify predictors and a formula to estimate of 1-year postoperative eGFR in the training set, using the CKD-EPI formula. Then, the formula was subjected to internal validation using the validation set using receiver operating characteristic (ROC) curves.

Results

Two hundred and two LLDN were evaluated with a mean preoperative eGFR of 94.1 ± 15.5 ml/min/1.73 m2 and postoperative eGFR of 64.6 ± 14.5 ml/min/1.73 m2 (p < 0.0001). In multivariable analysis, age and preoperative eGFR were independent predictors of postoperative eGFR in the training set. A formula to estimate postoperative eGFR was generated with Pearson r = 0.70 in the training cohort and 0.65 in the validation cohort (both p < 0.0001). Area under the ROC curve of the formula was 0.89 in the training cohort and 0.83 in the validation cohort (both p < 0.0001).

Conclusions

Preoperative eGFR and age are predictors of postoperative eGFR after LDN. The internally validated predictive model of postoperative eGFR developed could be an accurate tool to improve the selection of LDN candidates.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Abbreviations

ESRD:

End-stage renal disease

LDN:

Living donor nephrectomy (LDN)

eGFR:

Estimated glomerular filtration rate

CKD:

Chronic kidney disease

BMI:

Body mass index

ASA:

American Society of Anaesthesiologists

CKD-EPI:

Chronic Kidney Disease Epidemiology Collaboration Formula

ROC:

Receiver operating curves

AUC:

Areas under the curve

References

  1. Collins AJ, Foley R, Herzog C, Chavers B, Gilbertson D, Ishani A et al (2008) Excerpts from the United States renal data system 2007 annual data report. Am J Kidney Dis 51:S1–S320

    Google Scholar 

  2. Horvat LD, Shariff SZ, Garg AX (2009) Donor nephrectomy outcomes research N. Global trends in the rates of living kidney donation. Kidney Int 75:1088–1098

    Article  PubMed  Google Scholar 

  3. Groth CG (2003) Presidential address 2002: organ transplantation as a patient service worldwide. Transplantation 75:1098–1100

    Article  PubMed  Google Scholar 

  4. Park YH, Min SK, Lee JN, Lee HH, Jung WK, Lee JS et al (2004) Comparison of survival probabilities for living-unrelated versus cadaveric renal transplant recipients. Transpl Proc 36:2020–2022

    Article  CAS  Google Scholar 

  5. Ross LF, Thistlethwaite JR Jr (2009) Long-term consequences of kidney donation. New Engl J Med 360:2371

    CAS  PubMed  Google Scholar 

  6. Krohn AG, Ogden DA, Holmes JH (1966) Renal function in 29 healthy adults before and after nephrectomy. JAMA 196:322–324

    Article  CAS  PubMed  Google Scholar 

  7. Ibrahim HN, Foley R, Tan L, Rogers T, Bailey RF, Guo H et al (2009) Long-term consequences of kidney donation. New Engl J Med 360:459–469

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. Go AS, Chertow GM, Fan D, McCulloch CE, Hsu CY (2004) Chronic kidney disease and the risks of death, cardiovascular events, and hospitalization. New Engl J Med 351:1296–1305

    Article  CAS  PubMed  Google Scholar 

  9. Hu JC, Liu CH, Treat EG, Ernest A, Veale J, Carter S et al (2014) Determinants of laparoscopic donor nephrectomy outcomes. Eur Urol 65:659–664

    Article  PubMed  Google Scholar 

  10. Levey HR, Rais-Bahrami S, Richstone L, Kavoussi LR (2011) Laparoscopic live donor nephrectomy: a technical road map. J Endourol/Endourol Soc 25:201–208

    Article  Google Scholar 

  11. Wolters U, Wolf T, Stutzer H, Schroder T (1996) ASA classification and perioperative variables as predictors of postoperative outcome. Br J Anaesth 77:217–222

    Article  CAS  PubMed  Google Scholar 

  12. National Kidney F (2002) K/DOQI clinical practice guidelines for chronic kidney disease: evaluation, classification, and stratification. Am J Kidney Dis 39:S1–S266

    Google Scholar 

  13. Rook M, Hofker HS, van Son WJ, Homan van der Heide JJ, Ploeg RJ, Navis GJ (2006) Predictive capacity of pre-donation GFR and renal reserve capacity for donor renal function after living kidney donation. Am J Transpl. 6:1653–1659

    Article  CAS  Google Scholar 

  14. Huang WC, Levey AS, Serio AM, Snyder M, Vickers AJ, Raj GV et al (2006) Chronic kidney disease after nephrectomy in patients with renal cortical tumours: a retrospective cohort study. Lancet Oncol 7:735–740

    Article  PubMed  PubMed Central  Google Scholar 

  15. Stevens LA, Schmid CH, Greene T, Zhang YL, Beck GJ, Froissart M et al (2010) Comparative performance of the CKD Epidemiology Collaboration (CKD-EPI) and the modification of diet in renal disease (MDRD) study equations for estimating GFR levels above 60 mL/min/1.73 m2. Am J Kidney Dis 56:486–495

    Article  PubMed  PubMed Central  Google Scholar 

  16. Matsushita K, Tonelli M, Lloyd A, Levey AS, Coresh J, Hemmelgarn BR et al (2012) Clinical risk implications of the CKD epidemiology collaboration (CKD-EPI) equation compared with the modification of diet in renal disease (MDRD) study equation for estimated GFR. Am J Kidney Dis 60:241–249

    Article  PubMed  Google Scholar 

  17. Matsushita K, Mahmoodi BK, Woodward M, Emberson JR, Jafar TH, Jee SH et al (2012) Comparison of risk prediction using the CKD-EPI equation and the MDRD study equation for estimated glomerular filtration rate. JAMA 307:1941–1951

    Article  CAS  PubMed  Google Scholar 

  18. Saito T, Uchida K, Ishida H, Tanabe K, Nitta K (2015) Changes in glomerular filtration rate after donation in living kidney donors: a single-center cohort study. Int Urol Nephrol 47:397–403

    Article  PubMed  Google Scholar 

  19. Kasiske BL, Anderson-Haag T, Israni AK, Kalil RS, Kimmel PL, Kraus ES et al (2015) A prospective controlled study of living kidney donors: three-year follow-up. American J Kidney Dis 66:114–124

    Article  Google Scholar 

  20. Yakoubi R, Autorino R, Kassab A, Long JA, Haber GP, Kaouk JH (2013) Does preserved kidney volume predict 1 year donor renal function after laparoscopic living donor nephrectomy? Int J Urol 20:931–934

    Article  PubMed  Google Scholar 

  21. Muzaale AD, Massie AB, Wang MC, Montgomery RA, McBride MA, Wainright JL et al (2014) Risk of end-stage renal disease following live kidney donation. JAMA 311:579–586

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  22. Toyoda M, Yamanaga S, Kawabata C, Hidaka Y, Inadome A, Arakane F et al (2014) Long-term safety of living kidney donors aged 60 and older. Transpl Proc 46:318–320

    Article  CAS  Google Scholar 

  23. Yoon YE, Choi KH, Lee KS, Kim KH, Yang SC, Han WK (2015) Impact of metabolic syndrome on postdonation renal function in living kidney donors. Transpl Proc 47:290–294

    Article  CAS  Google Scholar 

  24. Touijer K, Jacqmin D, Kavoussi LR, Montorsi F, Patard JJ, Rogers CG et al (2010) The expanding role of partial nephrectomy: a critical analysis of indications, results, and complications. Eur Urol 57:214–222

    Article  PubMed  Google Scholar 

  25. Dulabon LM, Lowrance WT, Russo P, Huang WC (2010) Trends in renal tumor surgery delivery within the United States. Cancer 116:2316–2321

    PubMed  PubMed Central  Google Scholar 

  26. Vergho D, Burger M, Schrammel M, Brookman-May S, Gierth M, Hoschke B et al (2015) Matched-pair analysis of renal function in the immediate postoperative period: a comparison of living kidney donors versus patients nephrectomized for renal cell cancer. World J Urol 33:725–731

    Article  PubMed  Google Scholar 

  27. Timsit MO, Nguyen KN, Rouach Y, Elie C, Loupy A, Fournier C et al (2012) Kidney function following nephrectomy: similitude and discrepancies between kidney cancer and living donation. Urol Oncol 30:482–486

    Article  PubMed  Google Scholar 

  28. Hew MN, Opondo D, Cordeiro ER, van Donselaar-van der Pant KA, Bemelman FJ, Idu MM et al (2014) The 1-year decline in estimated glomerular filtration rate (eGFR) after radical nephrectomy in patients with renal masses and matched living kidney donors is the same. BJU Int 113:E49–E55

    Article  CAS  PubMed  Google Scholar 

  29. Levey AS, Stevens LA, Schmid CH, Zhang YL, Castro AF 3rd, Feldman HI et al (2009) A new equation to estimate glomerular filtration rate. Ann Intern Med 150:604–612

    Article  PubMed  PubMed Central  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Thibaut Benoit.

Ethics declarations

Conflict of interest

All authors declare that they have no conflict of interest.

Ethical approval

All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional review board and with the 1964 Helsinki Declaration.

Informed consent

Informed consent was obtained from all individual participants included in the study.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Benoit, T., Game, X., Roumiguie, M. et al. Predictive model of 1-year postoperative renal function after living donor nephrectomy. Int Urol Nephrol 49, 793–801 (2017). https://doi.org/10.1007/s11255-017-1559-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11255-017-1559-1

Keywords

Navigation