Abstract
Purpose
To evaluate the relationship between warm ischemia time (WIT) duration and renal function after robot-assisted partial nephrectomy (RAPN).
Methods
The CLOCK trial is a phase 3 randomized controlled trial comparing on- vs off-clamp RAPN. All patients underwent pre- and postoperative renal scintigraphy. Six-month absolute variation of eGFR (AV-GFR), rate of relative variation in eGFR over 25% (RV-GFR > 25), absolute variation of split renal function (SRF) at scintigraphy (AV-SRF).
The relationships WIT/outcomes were assessed by correlation graphs and then modeled by uni- and multivariable regression.
Results
324 patients were included (206 on-clamp, 118 off-clamp RAPN). Correlation graphs showed a threshold on WIT equal to 10 min. The differences in outcome measures between cases with WIT < vs ≥ 10 min were: AV-GFR − 3.7 vs − 7.5 ml/min (p < 0.001); AV-SRF − 1% vs − 3.6% (p < 0.001); RV-GFR > 25 9.3% vs 17.8% (p = 0.008). Multivariable models found that AV-GFR was related to WIT ≥ 10 min (regression coefficient [RC] − 0.52, p = 0.019), age (RC − 0.35, p = 0.001) and baseline eGFR (RC − 0.30, p < 0.001); RV-GFR > 25 to WIT ≥ 10 min (odds ratio [OR] 1.11, p = 0.007) and acute kidney injury defined as > 50% increase in serum creatinine (OR 19.7, p = 0.009); AV-SRF to WIT ≥ 10 min (RC − 0.30, p = 0.018), baseline SRF (RC − 0.76, p < 0.001) and RENAL score (RC − 0.60. p = 0.028).
The main limitation was that the CLOCK trial was designed on a different endpoint and therefore the present analysis could be underpowered.
Conclusions
Up to 10 min WIT had no consequences on functional outcomes. Above the 10-min threshold, a statistically significant, but clinically negligible impact was found.
Similar content being viewed by others
Avoid common mistakes on your manuscript.
Introduction
Partial nephrectomy aims at the complete cancer extirpation while saving as much healthy renal tissue as possible, given that population and institutional retrospective studies postulated a direct relationship between renal function and mortality [1,2,3,4,5]. In the recent years, the robot-assisted approach has been increasingly adopted, mainly due to its lower morbidity profile [6].
The evolution of renal function following RAPN is a multifactorial event relying on the quantity of preserved healthy renal parenchyma and its tolerance to the surgical insult. Among the multitude of patient’s, tumor’s, and surgical factors underlying these two domains [7], the clamping strategy drew most of the research efforts as the main modifiable surgical factor. Accordingly, since a few years ago, the urological community widely adopted the Thompson’s dogma claiming that “every minute counts” [8] so that many authors promoted strategies to avoid at all renal ischemia [9]. Further studies unveiled how ischemia time loses of significance when the quantity of spared renal tissue is accounted for, and the alternative concept that “every nephron counts” gained ground [5].
Thus, it is accepted that two kidneys patients with regular baseline function can well tolerate a “limited” warm ischemia time (WIT), but which is the optimal duration of such a limit remains a matter of debate. [10, 11]. The CLOCK (CLamp vs Off Clamp the Kidney during robotic partial nephrectomy) Trial is a multicenter prospective randomized trial whose primary endpoint was to compare the functional outcomes of on- vs off-clamp RAPN. All patients enrolled had split renal function measured by renal scintigraphy at baseline and 6 months after surgery. Herein we analyzed the CLOCK dataset to investigate whether the duration of WIT could influence postoperative global and split renal function.
Materials and methods
Study protocol of the CLOCK trial
The CLOCK trial (ClinicalTrials.gov NCT 02287987 [12]) is a phase 3 randomized controlled trial (RCT) conducted on behalf of the AGILE Group (Italian Group for Advanced Laparoscopic Surgery, http://www.agilegroup.it). Ethical committee approval was obtained by the coordinating center (NP 1814). Patients were consecutively recruited at 7 Italian Institutions between September 2015 and November 2018, with approximately constant accrual rate over time. One surgeon per institution with a well-defined profile (< 45 years-old, previous experience with at least 100 RAPN, done with both under on- and off-clamp approaches) performed all the procedures at his center. The data were collected within a web-based e-form maintained by independent data-managers; only the study statistician (M.S.) had access to the datasheet. The inclusion criteria were: age between 18 and 80 years-old; regular coagulation profile; baseline estimated glomerular filtration rate (eGFR) ≥ 60mL/min/1.73 m2; no abnormalities for both kidneys at medical history and imaging; cT1 renal tumor with RENAL score [13] complexity ≤ 10; agreement to participate to the trial and signed informed consent.
Pre- and postoperative management were handled by physicians/nurses not directly involved in the surgical procedures and blind of the randomization results. The CKD-EPI equation [14] was adopted to calculate eGFR from serum creatinine. Diethylene-triamine-pentacetic acid renal scan was prescribed before surgery and 6 months after to assess split renal function (SRF); nuclear medicine physicians were blinded of the surgical data. Postoperative acute kidney injury (AKI) was defined as increase > 50% in serum creatinine [15]. Follow-up included six-month abdominal and chest imaging and blood chemistry, up to 24 months from enrollment.
The surgical steps were strictly regulated by the study protocol: for both arms, kidney defatting and renal artery isolation were mandatory. In the on-clamp arm, at least the tumor resection and the inner renorrhaphy were required to be completed under global ischemia; in the off-clamp arm, the renal artery had to remain unclamped along all the procedure. Controlled hypotension during resection was not allowed. The specimens were examined according to the international guidelines by experienced uro-pathologists blinded from the clamping approach.
Endpoints and statistical analysis of the present study
For the purposes of the present study, a single cohort was done by all the patients enrolled into the CLOCK trial, regardless their clamping approach. The aim of the study was to assess eventual relationships between WIT and the functional results of the procedure. The value of WIT was set as null (WIT = 0) for the off-clamp cases.
The functional outcomes were measured by the following endpoints assessed at 6 months after surgery:
-
the absolute variation of eGFR (AV-GFR, continuous variable);
-
the rate of relative variation in eGFR over 25% (RV-GFR > 25, dichotomous variable);
-
the absolute variation in the SRF of the operated kidney at scintigraphy (AV-SRF, continuous variable).
The relationships between endpoints and the duration of WIT were here investigated by visual assessment, drawing scatter plots with a nonparametric regression line [16]. This preliminary analysis helped to identify potential nonlinear associations between the variables.
Uni- and multivariable regression were then used to model the relationships between WIT and response variables (linear regression for AV-GFR and AV-SRF by estimating regression coefficients [RC]; logistic regression for RV-GFR > 25 by estimating odds ratio [OR]). To account for potential confounders a set of variables defined a priori were entered into the models: age, gender, baseline eGFR, baseline SRF, RENAL score and occurrence of AKI.
This analysis was replicated also excluding the off-clamp cohort for which WIT was computed as null.
When scatter plots evidenced a nonlinear relationship, a piecewise linear regression function was used in the regression equation; the positions of knots were identified by visual assessment.
The distributions of continuous variables were summarized by median and interquartile range (IQR), while for categorical variables the number of observations with percentages (%) were reported. Differences between median values and proportions in subgroups of participants were tested using the Wilcoxon rank-sum test and Fisher’s exact test, respectively.
The statistical analyses were performed using Stata version 16.1 (Stata Corp., College Station, TX, USA). Statistical significance was set at p < 0.05.
Results
This study dealt with a cohort of 324 patients, 206 undergone on-clamp, 118 off-clamp RAPN (Table 1—Supplementary Table 1). The baseline eGFR was 87.1 ml/min (IQR 75.9 to 96.5 ml/min) and the median SRF from the operated kidney was 49% (IQR 46–52%); the median duration of WIT was 10.5 min (IQR 0–16 min, range 0–34 min). At 6 months follow-up, the median AV-GFR was − 5.5 ml/min (IQR − 16 to 0 ml/min), the RV-GFR > 25 rate 14.8%, and the AV-SRF − 4.7% (IQR -12.8 to 0%).
The visual assessment of the association between WIT and functional endpoints univocally showed that no association was evident for values of WIT between 0 and 10 min, whereas above this limit a clear association could be detected (Fig. 1).
In detail, for WIT ≥ 10 min, the RCs were − 0.53 ml/min (95% CI − 0.99 to − 0.07, p = 0.024) and − 0.34 (95%CI − 0.63 to − 0.05, p = 0.022) for AV-GFR and AV-SRF, respectively, while the OR for RV-GFR > 25 was 1.13 (95%CI 1.03–1.25, p = 0.01). The differences in the median values of the endpoints between the patients that experienced a WIT < vs ≥ 10 min were: AV-GFR, − 3.7 (IQR − 12.1 to 1.6) vs − 7.5 (IQR − 18.3 to − 0.4) ml/min (p < 0.001); AV-SRF, − 1 (IQR − 5 to -1) vs -3.6 (IQR − 7.2 to − 1) % (p < 0.001); RV-GFR > 25, 9.3% vs 17.8% (p = 0.008).
Multivariable models confirmed the statistically significant associations reported above (Table 2). AV-GFR was found significantly associated to WIT ≥ 10 min (RC − 0.52, p = 0.019), age (RC − 0.35, p = 0.001) and baseline eGFR (RC − 0.30, p < 0.001), while AV-SRF showed a significant association with WIT ≥ 10 min (RC − 0.30, p = 0.018), baseline SRF (RC − 0.76, p < 0.001) and RENAL score (RC − 0.60. p = 0.028). WIT ≥ 10 min (OR 1.11, p = 0.007) and occurrence of AKI (19.7, p = 0.009) were significant predictors of RV-GFR > 25. The same analysis was performed excluding off-clamp patients and it confirmed the results of the overall cohort assessment (Supplementary Table 2).
Discussion
The present study analyzes a relatively consistent number of consecutive patients enrolled under the umbrella of a RCT. The study protocol imposed in all the enrolled patients to obtain a renal scintigraphy before and 6 months after surgery.
All surgical procedures respected some mandatory steps and were performed by a limited number of surgeons, featured by a homogeneous profile of experience. The main finding was that warm ischemia interval up to 10 min had no consequences on functional outcomes, while above this limit, there was a proportional and statistically significant functional impairment. However, these differences remained far from being clinically relevant, with negligible differences in global and split renal functions above and below 10 min of WIT (4 ml/min and 3%, respectively). Clearly, such considerations should be accepted only for patients with features similar those of patients enrolled by the CLOCK trial (two kidneys, regular baseline function, RENAL score ≤ 10).
In standard conditions, partial nephrectomy preserves 80% and 90% of ipsilateral and global eGFR, respectively, achieving a stable plateau in a few months after surgery [17, 18]. The nonmodifiable factors related to patient’s and tumor’s features play a dominant role on functional outcomes, as they reflect on the quality and quantity of residual nephrons [19]. Thus, the role of ischemia per se has been widely revised, even though remains substantial as the most readily factor modifiable through adaptations of surgical technique [20].
Theoretically, ischemia could injury nephrons with different mechanisms (vasoconstriction and abnormal endothelial response; tubular obstruction and urine backflow; reperfusion injury [21]) but the duration of ischemia after which an irreversible damage occurs still remains a matter of debate. Studies in CKD and single-kidney patients found a functional impairment proportional to warm ischemia that occurs early, after a few minutes [22].
Conversely, in patients with normal baseline renal function there is limited evidence on which is the optimal threshold of WIT. The majority of the authors accept a conventional limit of 25–35 min [23, 24]. Histopathological studies confuted such a threshold and showed that the human kidney can tolerate longer warm ischemia times [25, 26]. An additional challenge to deeply investigate postoperative function is the assessment of ipsilateral insult and SRF, accounting for contralateral compensation: only a few retrospective studies specifically investigated the functional results of RAPN by renal scintigraphy. These studies generally rely on small samples or subcohorts extracted from larger datasets where scintigraphy is not systematically indicated and therefore suffering from selection bias. Zargar and coll [27] reported on 99 RAPN—from a cohort of 666—with a median WIT of 20 min, showing that volume of healthy rim of renal parenchyma removed, WIT > 30 min, body mass index (BMI) and preoperative SRF were predictive of SRF preservation. Lee and coll [28] reported on 84 RAPN—from a cohort of 403 PN—with a mean WIT of 24 min, finding that baseline SRF and RENAL score were the significant predictors of postoperative SRF. Choi and coll [29] reported 229 RAPN with a mean WIT of 25 min, and found that tumor size, the “Nearness” (N) item of RENAL score, preoperative GFR, ischemia time and surgical approach predicted SRF. Luciani and coll [30] published a prospective study on 32 consecutive RAPN, with a median WIT of 24 min, investigated with an early scintigraphic control (1 month), showing that only tumor size predicted SRF. Matsura and coll [31] on 66 RAPN found that nephrometry, in detail the N item again, predicted SRF.
Altogether our results are in line with the above mentioned, but there are also some differences to be remarked. The median reduction in global eGFR in our cohort was − 5.5% (IQR − 15.9% to − 1%), and remained stable at further controls (data not presented: 12 months − 6.2%, 18 months − 5.3%, 24 months − 5.6%), confirming that RAPN leads to a mild global eGFR reduction stable along time. Such concept is in line with the findings by Porpiglia et al. who described renal damage status/postlaparoscopic PN stable over time within a cohort of 54 patients studied for a minimum follow-up of 4 years with radionuclide renal scan [23].
The median reduction in SRF was lower than previously reported (− 4.7%; IQR − 12.8% to 0%) and similar to the degree of the global reduction. This could be due to several factors: the timing of scintigraphic control, set at 6 months, i.e., out of the recovery phase for the ipsilateral kidney based on previous renal scan studies; differences in the methodology used to measure global function among studies; the inclusion of patients with regular baseline function, two normal kidneys and relatively small masses; the involvement of surgeons out of their learning curve probably reflecting in a minimal parenchymal sacrifice during resection and reconstruction. Similarly to other studies, we found that baseline eGFR and AKI impaired postoperative global renal function, and that baseline SRF and nephrometry were related to postoperative SRF. Finally, we demonstrated that WIT has a role on all functional outcomes according to a so-called “hinge threshold effect”: up to 10 min no significant differences were noted, while above there was a proportional functional impairment. Noteworthy, although statistically evident, the degree of impairment was almost clinically negligible, in agreement with our previous study referring to the primary endpoint of the trial [32]. Clearly, it cannot be denied that prolonging WIT an even clinically significant impairment will occur. As an example, the 6-months RV-GFR > 25% raised from 10% for WIT 0–10 min to 38.5% for WIT > 25 min (p < 0.001). However, in the entire cohort the median WIT was 10 min only, so that the low number of cases with longer times prevented more conclusive analysis. Definitely the CLOCK trial stated that ischemia during RAPN can be safely applied, when necessary [32], while the present study advises to adopt strategies to restrict WIT, when feasible. This is especially true for patients less resilient than those included in our trial, as with a single kidney or impaired baseline eGFR [23, 24].
This study, although coming from a prospective and controlled data collection regulated by the protocol of a RCT, is not devoid of limitations: first, the aim of this analysis was not the primary endpoint of the study; second, the amount of healthy tissue removed or damaged by surgery has not been objectively measured, but just approximate by nephrometry as surrogate; the inclusion criteria of the RCT restrict the validity of our conclusions to patients with similar features; we were not in the condition to test longer duration of WIT, given that the vast majority of cases remained under 16 mins.
Conclusions
In the setting of bilateral kidneys, the application of warm ischemia for a time up to 10 min has no consequences on functional outcomes, while above this limit a proportional functional impairment was found, although not clinically relevant.
Data availability
Data will be available on request.
References
Ljungberg B, Albiges L, Abu-Ghanem Y et al (2022) European Association of Urology Guidelines on Renal Cell Carcinoma: the 2022 Update. Eur Urol. https://doi.org/10.1016/j.eururo.2022.03.006
Motzer RJ, Jonasch E, Agarwal N et al (2022) Kidney Cancer, Version 3.2022, NCCN Clinical Practice Guidelines in Oncology. J Natl Compr Canc Netw 20:71–90. https://doi.org/10.6004/jnccn.2022.0001
Kim SP, Murad MH, Thompson RH et al (2012) Comparative effectiveness for survival and renal function of partial and radical nephrectomy for localized renal tumors: a systematic review and meta-analysis. J Urol S0022–5347(12):05254–05258. https://doi.org/10.1016/j.juro.2012.10.026
Capitanio U, Larcher A, Terrone C et al (2016) End-stage renal disease after renal surgery in patients with normal preoperative kidney function: balancing surgical strategy and individual disorders at baseline. Eur Urol 70:558–561. https://doi.org/10.1016/j.eururo.2016.03.023
Antonelli A, Minervini A, Sandri M et al (2018) Below safety limits, every unit of glomerular filtration rate counts: assessing the relationship between renal function and cancer-specific mortality in renal cell carcinoma. Eur Urol 74:661–667. https://doi.org/10.1016/j.eururo.2018.07.029
Shah AA, Bandari J, Pelzman D, Davies BJ, Jacobs BL (2021) Diffusion and adoption of the surgical robot in urology. Transl Androl Urol 10:2151–2157. https://doi.org/10.21037/tau.2019.11.33
Antonelli A, Veccia A, Francavilla S et al (2019) On-clamp versus off-clamp robotic partial nephrectomy: a systematic review and meta-analysis. Urologia 86:52–62. https://doi.org/10.1177/0391560319847847
Thompson RH, Lane BR, Lohse CM et al (2010) Every minute counts when the renal hilum is clamped during partial nephrectomy. Eur Urol 58:340–345. https://doi.org/10.1016/j.eururo.2010.05.047
Cacciamani GE, Medina LG, Gill TS et al (2019) Impact of renal hilar control on outcomes of robotic partial nephrectomy: systematic review and cumulative meta-analysis. Eur Urol Focus 5:619–635. https://doi.org/10.1016/j.euf.2018.01.012
Zabell JR, Wu J, Suk-Ouichai C, Campbell SC (2017) Renal ischemia and functional outcomes following partial nephrectomy. Urol Clin North Am 44:243–255. https://doi.org/10.1016/j.ucl.2016.12.010
Campbell SC, Campbell JA, Munoz-Lopez C, Rathi N, Yasuda Y, Attawettayanon W (2022) Every decade counts: a narrative review of functional recovery after partial nephrectomy. BJU Int. https://doi.org/10.1111/bju.15848. (Epub ahead of print)
Cindolo L, Antonelli A, Sandri M et al (2019) The role of vascular clamping during robot-assisted partial nephrectomy for localized renal cancer: rationale and design of the CLOCK randomized phase III study. Minerva Urol Nefrol 71:96–100. https://doi.org/10.23736/S0393-2249.18.03357-X
Kutikov A, Uzzo RG (2009) The R.E.N.A.L. nephrometry score: a comprehensive standardized system for quantitating renal tumor size, location and depth. J Urol 182:844–853. https://doi.org/10.1016/j.juro.2009.05.035
Levey AS, Stevens LA, Schmid CH et al (2009) A new equation to estimate glomerular filtration rate. Ann Intern Med 150:604–612
Bellomo R, Ronco C, Kellum JA, Mehta RL, Palevsky P, Acute Dialysis Quality Initiative workgroup (2004) Acute renal failure - definition, outcome measures, animal models, fluid therapy and information technology needs: the Second International Consensus Conference of the Acute Dialysis Quality Initiative (ADQI) Group. Crit Care 8:R204–R212. https://doi.org/10.1186/cc2872
Cleveland WS, Grosse E, Shyu WM (1992) Local regression models. In: Hastie TJ (ed) Chambers JM. Chapter of statistical models in S. Wadsworth & Brooks/Cole
Mir MC, Ercole C, Takagi T et al (2015) Decline in renal function after partial nephrectomy: etiology and prevention. J Urol 193:1889–1898. https://doi.org/10.1016/j.juro.2015.01.093
Tafuri A, Sandri M, Martini A et al (2022) External validation of the Palacios’ equation: a simple and accurate tool to estimate the new baseline renal function after renal cancer surgery. World J Urol 40:467–473. https://doi.org/10.1007/s00345-021-03887-z
Simmons MN, Fergany AF, Campbell SC (2011) Effect of parenchymal volume preservation on kidney function after partial nephrectomy. J Urol 186:405–410. https://doi.org/10.1016/j.juro.2011.03.154
Bertolo R, Bove P, Minervini A, Antonelli A, AGILE Group (Italian Group for Advanced Laparo-Endoscopic Surgery) (2022) Randomized trials to determine the ideal management of the renal artery during partial nephrectomy: life’s under no obligation to give us what we expect. Int J Urol 29(1):92–93. https://doi.org/10.1111/iju.14707. (Epub 2021 Oct 7)
Secin FP (2008) Importance and limits of ischemia in renal partial surgery: experimental and clinical research. Adv Urol. https://doi.org/10.1155/2008/102461
Zhang Z, Zhao J, Zabell J et al (2016) Proteinuria in patients undergoing renal cancer surgery: impact on overall survival and stability of renal function. Eur Urol Focus 2:616–622. https://doi.org/10.1016/j.euf.2016.01.003
Porpiglia F, Fiori C, Bertolo R et al (2012) Long-term functional evaluation of the treated kidney in a prospective series of patients who underwent laparoscopic partial nephrectomy for small renal tumors. Eur Urol 62:130–135. https://doi.org/10.1016/j.eururo.2012.02.001
Funahashi Y, Hattori R, Yamamoto T, Sassa N, Fujita T, Gotoh M (2012) Effect of warm ischemia on renal function during partial nephrectomy: assessment with new 99mTc-mercaptoacetyltriglycine scintigraphy parameter. Urology 79:160–164. https://doi.org/10.1016/j.urology.2011.08.071
Parekh DJ, Weinberg JM, Ercole B et al (2013) Tolerance of the human kidney to isolated controlled ischemia. J Am Soc Nephrol 24:506–517. https://doi.org/10.1681/ASN.2012080786
Xiong L, Nguyen JK, Peng Y et al (2022) What happens to the preserved renal parenchyma after clamped partial nephrectomy? Eur Urol 81:492–500. https://doi.org/10.1016/j.eururo.2021.12.036
Zargar H, Akca O, Autorino R et al (2015) Ipsilateral renal function preservation after robot-assisted partial nephrectomy (RAPN): an objective analysis using mercapto-acetyltriglycine (MAG3) renal scan data and volumetric assessment. BJU Int 115:787–795. https://doi.org/10.1111/bju.12825
Lee C, Kwon T, Yoo S et al (2016) Comparison of renal function between robot-assisted and open partial nephrectomy as determined by Tc 99m-DTPA renal scintigraphy. J Korean Med Sci 31:743–749. https://doi.org/10.3346/jkms.2016.31.5.743
Choi SY, Jung H, You D et al (2019) Robot-assisted partial nephrectomy is associated with early recovery of renal function: Comparison of open, laparoscopic, and robot-assisted partial nephrectomy using DTPA renal scintigraphy. J Surg Oncol 119:1016–1023. https://doi.org/10.1002/jso.25429
Luciani LG, Chiodini S, Donner D et al (2016) Early impact of robot-assisted partial nephrectomy on renal function as assessed by renal scintigraphy. J Robot Surg 10(2):123–128. https://doi.org/10.1007/s11701-016-0576-x
Matsuura T, Ito A, Moriguchi M et al (2022) Influence of robot-assisted partial nephrectomy on long-term renal function as assessed using 99m-Tc DTPA renal scintigraphy. J Endourol 36:641–646. https://doi.org/10.1089/end.2021.0243
Antonelli A, Cindolo L, Sandri M et al (2022) Is off-clamp robot-assisted partial nephrectomy beneficial for renal function? Data from the CLOCK trial. BJU Int 129:217–224. https://doi.org/10.1111/bju.15503
Funding
Open access funding provided by Università degli Studi di Verona within the CRUI-CARE Agreement.
Author information
Authors and Affiliations
Consortia
Contributions
AA: protocol/project development, data analysis, manuscript writing/editing, other (supervision/surgeon). LC: protocol/project development, data analysis, manuscript writing/editing, other (supervision/surgeon). M Sandri: data analysis, manuscript writing/editing, data collection or management, other (statistician). AV: data analysis, manuscript writing/editing, data collection or management. FA: data collection or management, other (supervision/surgeon). FB: other (nuclear medicine). FDM: data collection or management. AC: data collection or management, other (supervision/surgeon). CD: data collection or management. BDC: data collection or management. MF: data collection or management. VG: data collection or management. MI: data collection or management. AM: data collection or management. RN: data collection or management, other (supervision/surgeon). CO: other (nuclear medicine). AP: data collection or management, other (supervision/surgeon). GP: data collection or management. LS: data collection or management, other (supervision/surgeon). FS: data collection or management. PB: manuscript writing/editing, other (supervision). CS: other (supervision). AM: protocol/project development, data analysis, manuscript writing/editing, other (supervision/surgeon).
Corresponding author
Ethics declarations
Conflict of interest
None.
Research involving human participants and/or animals
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.
Informed consent
Informed consent was obtained from all individual participants included in the study.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
345_2023_4366_MOESM2_ESM.docx
Supplementary table 2. Multivariable models assessing predictors of relative variation (RV-GFR>25%), absolute variation (AV-GFR) and absolute variation in the split renal function (AV-SRF) excluding off-clamp cases
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Antonelli, A.d., Cindolo, L., Sandri, M. et al. The role of warm ischemia time on functional outcomes after robotic partial nephrectomy: a radionuclide renal scan study from the clock randomized trial. World J Urol 41, 1337–1344 (2023). https://doi.org/10.1007/s00345-023-04366-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00345-023-04366-3