Abstract
Background
Thrice-weekly haemodialysis is the usual dose when starting renal replacement therapy; however, this schedule is no longer appropriate since it does not consider residual renal function. Several reports have suggested the potential benefit of beginning haemodialysis less frequently and incrementally increasing the dose as the residual renal function decreases. However, all the data published so far are from observational studies. Thus, this clinical trial avoids any potential selection bias and will assess the possible benefits that have been observed in observational studies.
Methods/design
This report describes the study protocol of a randomized prospective multi-centre open-label clinical trial to evaluate whether starting renal replacement therapy with twice-weekly haemodialysis sessions preserves residual renal function better than the standard thrice-weekly regimen. We also explore other clinical parameters, such as concentrations of uremic toxins, dialysis doses, control of anaemia, removal of medium-weight uremic toxins, nutritional status, quality of life, hospital admissions and mortality. Only incident haemodialysis patients who can maintain a urea clearance rate KrU ≥ 2.5 mL/min/1.73 m2 are eligible. Patient recruitment began on 1 January 2017 and will last for 2 years or until the required sample size has been recruited to ensure the established statistical power has been reached. The minimum follow-up period will be 1 year. Anuric patients with acute renal failure and patients who return to haemodialysis after a kidney transplant failure are excluded. It has been calculated that 44 patients should be recruited into each group to achieve a power of 80% in a two-sided comparison of means with a usual significance level of 0.05. A time-to-event analysis will estimate the probability of kidney function survival in both groups using the Kaplan–Meier method. Survival curves will be compared with log-rank tests. This survival analysis will be complemented with a proportional hazard model to estimate the hazard ratio of kidney function survival adjusted for any confounding factors. Analyses will be carried out in accordance with the intention-to-treat principle.
Discussion
The incremental initiation of dialysis may preserve residual renal function better than the conventional treatment, with similar or higher survival rates, as reported by observational studies. To our knowledge, this is the first clinical trial to evaluate whether initiating renal replacement therapy with twice-weekly haemodialysis sessions preserves residual renal function better than beginning with the standard thrice-weekly regimen.
Trial registration
ClinicalTrials.gov, NCT03302546. Registered on 5 October 2017.
Keywords: Incremental Haemodialysis, Haemodialysis, Renal replacement therapy
Background
The usual schedule is thrice-weekly haemodialysis sessions, and only a few patients receive dialysis less frequently [1]. Data from Spain indicate that whereas 8% of patients are dialysed more often than 3 days per week, only 1% do so at a lower frequency [1]. Based on model of urea kinetics, Gotch and Keen [2] proposed that an adequate dose of dialysis could be achieved with two dialysis sessions per week, as long as the residual urea clearance rate KrU ≥ 2.5 mL/min/1.73 m2. However, adherence to this scheme is low, based on data in the Dialysis Outcomes Practice Patterns Study [1] and on clinical guides, like the 2015 Kidney Disease Outcomes Quality Initiative (KDOQI) guidelines [3].
Periodically measuring the renal urea clearance rate is not common practice in haemodialysis units because renal function is considered to decrease rapidly after the onset of dialysis treatment. This could, in part, justify the poor implementation of lower-frequency haemodialysis. However, in recent years there has been growing interest in less frequent dialysis schemes [1, 4–8], though this is not without significant controversy [9–11].
Beginning haemodialysis less frequently and incrementally increasing the dose as residual renal function decreases is referred to as incremental or progressive haemodialysis [4–7, 11]. Most of the published works highlight that incremental haemodialysis may preserve residual kidney function [4–7], which has significant relevance for haemodialysis treatment [8, 12, 13]. Maintaining residual kidney function, other than allowing more liquid intake, contributes to a greater elimination of medium-sized molecules and has beneficial effects on anaemia, inflammation, and high blood pressure [8, 12–15]. The preservation of residual renal function is one of the adequacy goals of haemodialysis treatment in the KDOQI guidelines [3]. Moreover, incremental haemodialysis is associated with lower doses of erythropoietin [4, 7], better nutritional status [15, 16], lower concentrations of beta-2 microglobulin [7, 17], lower volume overload [7, 18], better quality of life [13], lower rate of hospital admissions [14, 19] and survival rates equal to or greater than those achieved with the conventional three-sessions per week scheme [7, 12, 16, 18–20].
The Haemodialysis Unit of the Nephrology Department of Hospital Universitario Ramón y Cajal is a pioneer in implementing an incremental haemodialysis program, having more than 10 years of experience [4, 5, 7, 17]. Our incremental program is based on the models of Gotch and Keen [2]. It uses a threshold of 2.5 mL/min/1.73 m2 to indicate when to increase the frequency of haemodialysis. This program has had satisfactory results and no clinical side effects in our previous experience [4, 5, 7, 17].
The percentage of patients who start renal replacement treatment with two weekly sessions has increased from 28% in 2006 to 84% in 2017. Currently, about 25% of the patients in our unit are treated with this twice-weekly frequency [17]. We have observed beneficial effects on the management of anaemia and hospitalization rates [3, 7], a lower concentration of beta-2 microglobulin (which is a marker of medium-sized molecules [7]) and no volume overload, as measured by bioimpedance [7]. The maintenance of residual renal function is similar among patients who start with an incremental haemodialysis regimen and those who begin peritoneal dialysis [5].
However, note that published studies on incremental haemodialysis are observational, with potential selection bias [4–7, 12, 15, 18]. In addition to differences in renal function at the start of haemodialysis, some centres exclude patients with certain comorbidities [11]. Thus, this clinical trial avoids selection bias and will assess the possible benefits that have been observed in observational studies.
To our knowledge, this is the first clinical trial to evaluate whether initiating renal replacement therapy with twice-weekly haemodialysis sessions preserves residual renal function better than beginning with the standard thrice-weekly regimen. Recently, the study protocol has been published of another clinical trial that assesses whether incrementally starting with one session of haemodialysis per week reduces mortality in incident patients compared with patients who start renal replacement therapy with the conventional method [21].
Methods/design
Hypothesis
Our hypothesis is that initiating renal replacement therapy with twice-weekly haemodialysis sessions preserves residual renal function better than the conventional regimen of beginning with thrice-weekly sessions. In addition, we hypothesise that maintaining renal function provides beneficial clinical effects, such as better control of anaemia, greater removal of medium-weight uremic toxins, and better nutritional status and quality of life, and has a safety profile like that of the conventional schedule.
Outcomes
The main outcome is loss of kidney function, defined as urine volume output less than 100 mL in 24 h, 12 months after the initiation of haemodialysis therapy.
The secondary outcomes are: (1) erythropoietin dosage, (2) beta-2 microglobulin concentration, (3) hydration and nutritional status, (4) concentrations of uremic toxins, (5) dialysis dose, (6) number and duration of hospital admissions, (7) mortality and (8) quality of life.
In addition, cost-efficiency will be assessed by recording the cost of haemodialysis sessions and the monthly consumption of erythropoietin.
Trial design
This is a randomized prospective multi-centre open-label clinical trial. Randomization will be stratified in every recruitment centre, ensuring a 1:1 ratio between the two study groups in all centres. The trial compares the initiation of renal replacement therapy with two haemodialysis sessions per week to the conventional three sessions per week in patients with residual urea clearance rate KrU ≥ 2.5 mL/min/1.73 m2. As treatment masking is not feasible, treatment allocation is centralized for all participating hospitals, and performed by an agent external to the researchers. Once a participating centre has verified that a patient meets the inclusion criteria, the randomization centre will provide the treatment group allocation. The investigators will not know the randomization sequence. The two groups will be those beginning with two haemodialysis sessions per week (2HD) and those beginning with three haemodialysis sessions per week (3HD).
Participants
The participants are incident patients at five university hospitals in the Community of Madrid (Spain): H. U. Ramón y Cajal (coordinating centre), H. U. del Henares, H. U. La Paz, H. U. Príncipe de Asturias and H. U. Clínico San Carlos. The minimum follow-up period will be 1 year.
Inclusion criteria
Prospective participants must have stage 5 chronic kidney disease, must have started chronic haemodialysis and must be able to maintain a residual urea clearance rate KrU ≥ 2.5 mL/min/1.73 m2. Before enrolment, participants must sign the informed consent form.
Exclusion criteria
Anuric patients, patients with acute renal failure, and patients who return to haemodialysis after a kidney transplant failure will be excluded from the trial.
Withdrawal criteria
Patients will be withdrawn from the study if they receive a renal transplant, die, recover renal function or transfer to another facility or if they withdraw their informed consent.
Assessments
The following will be assessed at the momento fo enrollment: age, sex, renal disease, Charlson comorbidity index, urine volume output in 24 h (mL), urea clearance (mL/min), creatinine clearance (mL/min).
The following will be assessed at the start of haemodialysis treatment (baseline) and every 2 months during a follow-up of at least 1 year: urine volume output in 24 h (mL), urea clearance (mL/min), creatinine clearance (mL/min), haemoglobin (g/dL), haematocrit (%), creatinine (mg/dL), urea (mg/dL), Na (mmol/L), K (mmol/L), albumin (g/dL), pre-albumin (mg/dL), calcium (mg/dL), phosphorus (mg/dL), parathyroid hormone (pg/mL), ferritin (ng/mL), beta-2 microglobulin (mg/L), brain-derived natriuretic peptide (pg/mL), C-reactive protein (mg/L), dose of dialysis (Kt / V), erythropoietin dosage (units per week per kg of weight), hydration, nutrition, hospital admissions, days of admission, causes of hospitalization and number of haemodialysis sessions.
The dose of dialysis is determined using the kinetic model of urea with the formulae modified from Gotch [22]. Dialysis Kt / V [3] is added to the residual renal function to give the total Kt / V:
Total Kt / V = dialysis Kt / V + (9.5 KrU) / V (for 2 haemodialysis sessions per week)
and
Total Kt / V = dialysis Kt / V + (5.5 KrU) / V (for 3 haemodialysis sessions per week),
where V is 58% of the dry weight (Watson formula) [23] and KrU is the residual urea clearance rate (mL/min).
Hydration and nutrition are measured by multi-frequency electrical bioimpedance (BCM®, Fresenius Medical Care). The following metrics are collected: overhydration (L), amount of extracellular water (L), amount of intracellular water (L), extracellular / intracellular ratio, body mass index (kg/m2), lean tissue index (kg/m2) and fat tissue index (kg/m2).
Quality of life will be assessed using the Kidney Disease Quality of Life Short Form at the start of haemodialysis treatment (baseline), at 6 months and at 12 months (close-out). This is a validated questionnaire for the haemodialysis population.
The schedule of enrolment, intervention and assessments is shown in Fig. 1.
Criteria for progression
The dialysis technique used for each patient (high-flow haemodialysis or haemodiafiltration online) will be maintained throughout the follow-up period. The 3HD group will start with three sessions lasting 3–3.5 h to achieve an adequate dialysis Kt / V. The 2HD group will start with two sessions of 4 h.
According to Casino and López [24], to obtain an equivalent renal urea clearance rate of 11 mL/min, the adequate dialysis Kt / V should be 1.6 or 1.2 for 2 sessions per week and 3 sessions per week, respectively. Modifications to the dialysis procedure, such as increasing the blood flow, bath flow, dialyzer surface or duration of the dialysis session, will be made if patients do not reach an adequate Kt / V.
Participants in the 2HD group will be switched to the 3HD group if their urea clearance rate falls below 2.5 mL/min/1.73 m2 in two determinations made in a 2-week interval, or they develop uncontrolled hypertension, heart failure, or a clinical event that indicates that the number of haemodialysis sessions should be increased.
Recruitment period
Patient recruitment began on 1 January 2017 and will be extended until the required sample size has been recruited to ensure the established statistical power has been reached. The minimum follow-up will be 1 year.
Sample size
Considering the data published in observational studies [4, 5, 7] and assuming an average decrease in the glomerular filtration rate of 0.18 mL/min/month in the 2HD group and 0.33 mL/min/month in the 2HD group [7], with a standard deviation of 0.25, 44 patients should be recruited into each group to achieve a power of 80% in a two sided comparison of means with a usual significance level of 0.05.
Data collection and statistical analysis
The data collected will be stored in a database specially designed for this study using Access (Microsoft Office Access 2007). The data will be entered by a dedicated member of the project team, who will ensure the integrity and quality of the data. The statistical analyses will be carried out with the statistics program Stata v.14 [25].
We will perform a blind interim analysis when at least half of the patients have been recruited and followed for at least 1 year. We will stop the trial if the group difference in the main outcome is statistically significant at a significance boundary p < 0.0051. The final analysis with the whole trial population will be carried out at the end of the follow-up at a significance level of 0.04795.
For the univariate analysis of quantitative variables, we will check the normality of the data using the Kolmogorov–Smirnov test. Depending on the assumption of normality, the two arms will be compared using parametric tests (Student’s t-test) or nonparametric tests (Mann–Whitney U test). The associations of categorical variables with the two treatment groups will be assessed by chi-squared tests or Fisher exact tests, as appropriate.
The loss of renal function is evaluated by the diuresis in 24 h at 12 months after initiation of haemodialysis therapy, and it is dichotomized with a threshold of 100 mL in 24 h. A time-to-event analysis will estimate the probability of loss of kidney function in both treatment groups using the Kaplan–Meier method. Survival curves will be compared with log-rank tests. This survival analysis will be complemented with a proportional hazard model to estimate the hazard ratio of kidney function survival adjusted for any confounding factors to identify any imbalance in the baseline characteristics of the patients.
All analyses will be carried out in accordance with the intention-to-treat and per-protocol principles, assuming that in the worst case the losses to follow-up are a failure of the allocated treatment arm. In the final analyses, for the comparisons between the two treatment groups, the probability of rejecting the null hypothesis will be adjusted according to the O’Brien and Fleming method [26].
Limitations
Neither patients nor clinicians will be blind to the treatment modality. However, the main outcome in the study (anuria) is a quantitative and objective parameter. Other possible limitations may be due to insufficient recruitment such that the analysis population differs from the population treated in standard clinical practice.
Discussion
The transition from pre-dialysis to renal replacement therapy is a crucial moment for patients with chronic renal failure and has significant clinical, social and occupational impacts [27]. Although dialysis therapy may predispose someone to losing their residual renal function, a significant proportion of dialysis patients maintain some degree of renal function long after the initiation of dialysis. In addition, maintaining the residual function may have a positive impact on the survival of haemodialysis patients [8, 12–15].
An incremental approach to the initiation of dialysis may allow some patients to retain more of their residual renal function with an improved quality of life and similar or higher survival rates than those receiving the conventional treatment, as reported by observational studies [4–7, 12, 16, 18, 19, 28]. We also consider that the incremental schedule facilitates the transition to renal replacement therapy and additionally, contributes to reducing health-care costs, not only because there are fewer haemodialysis sessions but also a lower consumption of erythropoietin [4, 7].
However, all previous studies have been observational, and prospective trials, such as this one, are required to determine, without selection bias, the potential benefits and safety of the incremental schedule [9–11, 28], and to establish the optimal group of patients who would benefit from this therapy.
This randomized clinical trial compares twice- versus thrice-weekly haemodialysis sessions for patients who can maintain a residual urea clearance rate KrU ≥ 2.5 mL/min/1.73 m2, without excluding a priori patients with severe comorbidities. In our experience, more than 80% of patients who started incremental renal replacement treatment did not suffer from any relevant complications [17]. For these patients, the dose of dialysis was progressively adjusted as their residual renal function declined. In our protocol, diuresis in 24 h is used as a proxy of residual renal function. The transition to more frequent treatment sessions occurs once residual renal function starts to decrease. However, it is essential to determine whether incremental haemodialysis is a safe form of dialysis treatment.
Acknowledgements
Not applicable.
Trial status
The trial is still enrolling participants. Recruitment began on 1 January 2017 and will last until the required sample size has been recruited to ensure the established statistical power has been reached. The first patient was recruited in March 2017. The current protocol is version 2.0, dated December 2018.
Abbreviations
- 2HD
Two haemodialysis sessions per week
- 3HD
Three haemodialysis sessions per week
- BNP
Brain-derived natriuretic peptide
- CRP
C-reactive protein
- KDOQI
Kidney Disease Outcomes Quality Initiative
- KDQOL-SF
Kidney Disease Quality of Life Short Form
- KrCr
Creatinine clearance rate
- KrU
Urea clearance rate
- PTH
Parathyroid hormone
Authors’ contributions
MFL is the principal investigator and coordinated the clinical trial. MFL, GRR, JLM, RS, HB, and JAH recruited patients and collected clinical data. JZ and AM will perform the statistical analysis. AC is the data manager. All authors read and approved the final manuscript.
Funding
The study was funded by the Foundation for Biomedical Research Hospital Universitario Ramón y Cajal, Madrid. The foundation has no role in the design of the study and collection, analysis, and interpretation of data or in writing the manuscript.
Availability of data and materials
Data sharing is not applicable to this article as no datasets were generated or analysed during the current study
Ethics approval and consent to participate
All patients must sign the informed consent form prior to inclusion in the clinical trial. Informed consent will be obtained from the patients by the investigator who is recruiting the patient. The project has been approved by the ethics committee of the Hospital Universitario Ramón y Cajal (034/17) and by all the ethical committees of the participating centres.
Consent for publication
Not applicable.
Competing interests
The authors declare that they have no competing interests.
Footnotes
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Contributor Information
M. Fernández Lucas, Email: milagros.fernandez@salud.madrid.org
G. Ruíz-Roso, Email: gloria.ruiz-roso@salud.madrid.org
J. L. Merino, Email: jluis.merino@salud.madrid.org
R. Sánchez, Email: rafaeljesus.sanchez@salud.madrid.org
H. Bouarich, Email: hananebouarich@yahoo.es
J. A. Herrero, Email: jaherrero2@telefonica.net
A. Muriel, Email: alfonso.muriel@hrc.es
J. Zamora, Email: javier.zamora@hrc.es
A. Collado, Email: andrea.collado@salud.madrid.org
References
- 1.Bieber B, Qian J, Anand S, et al. Two-times weekly haemodialysis in China: frequency, associated patient and treatment characteristics and quality of life in the China Dialysis Outcomes and Practice Patterns study. Nephrol Dial Transplant. 2014;29:1770–1777. doi: 10.1093/ndt/gft472. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Gotch FA, Keen ML. Care of the patient on haemodialysis. In: CogBan MG, Garovoy MR, editors. Introduction to Dialysis. New York: Churchill Livingston; 1985. pp. 73–143. [Google Scholar]
- 3.National Kidney Foundation KDOQI clinical practice guideline for hemodialysis adequacy: 2015 update. Am J Kidney Dis. 2015;66:884–930. doi: 10.1053/j.ajkd.2015.07.015. [DOI] [PubMed] [Google Scholar]
- 4.Fernández Lucas M, Teruel JL, Gomis A, et al. Maintaining residual renal function in patients on haemodialysis: five year experience using a progressively increasing dialysis regimen. Nefrologia. 2012;32:767–843. doi: 10.3265/Nefrologia.pre2012.Jul.11517. [DOI] [PubMed] [Google Scholar]
- 5.Teruel JL, Fernández Lucas M, Rivera M, et al. Progression of residual renal function with an increase in dialysis: haemodialysis versus peritoneal dialysis. Nefrologia. 2013;33:640–649. doi: 10.3265/Nefrologia.pre2013.May.12038. [DOI] [PubMed] [Google Scholar]
- 6.Zhang M, Wang M, Li H, et al. Association of initial twice weekly haemodialysis treatment with preservation of residual kidney function in ESRD patients. Am J Nephrol. 2014;40:140–150. doi: 10.1159/000365819. [DOI] [PubMed] [Google Scholar]
- 7.Fernández Lucas M, Teruel JL, Ruiz Roso G, et al. Incremental haemodialysis schedule in patients with higher residual renal function at the start of dialysis. Adv Nephrol. 2014:236245.
- 8.Obi Y, Rhee CM, Mathew AT, et al. Residual kidney function decline and mortality in incident hemodialysis patients. J Am Soc Nephrol. 2016;27:3758–3768. doi: 10.1681/ASN.2015101142. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Rhee CM, Unruh M, Chen J, et al. Infrequent dialysis: A new paradigm for haemodialysis initiation. Semin Dial. 2013;26:720–727. doi: 10.1111/sdi.12133. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Vanholder R, Van Biesen W, Lameire N. Is starting haemodialysis on a twice-weekly regimen a valid option? Am J Kidney Dis. 2014;64:165–167. doi: 10.1053/j.ajkd.2014.06.003. [DOI] [PubMed] [Google Scholar]
- 11.Libetta C, Nissani P, Dal CA. Progressive Hemodialysis: Is It The Future? Semin Dial. 2016;29:179–183. doi: 10.1111/sdi.12455. [DOI] [PubMed] [Google Scholar]
- 12.Obi Y, Streja E, Rhee CM, et al. Incremental Haemodialysis, Residual Kidney Function, and Mortality Risk in Incident Dialysis Patients: A Cohort Study. Am J Kidney Dis. 2016;68:256–265. doi: 10.1053/j.ajkd.2016.01.008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Shafi T, Jaar BG, Plantinga LC, et al. Association of residual urine output with mortality, quality of life, and inflammation in incident haemodialysis patients: for the choices for healthy outcomes in caring for end-stage renal disease (CHOICE) study. Am J Kidney Dis. 2010;56:348–358. doi: 10.1053/j.ajkd.2010.03.020. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Termorshuizen F, Dekker FW, van Manen JG, et al. Relative contribution of residual renal function and different measures of adequacy to survival in hemodialysis patients: an analysis of the Netherlands cooperative study on the adequacy of Dialysis (NECOSAD)-2. J Am Soc Nephrol. 2004;15:1061–1070. doi: 10.1097/01.ASN.0000117976.29592.93. [DOI] [PubMed] [Google Scholar]
- 15.Vilar E, Wellsted D, Chandna SM, et al. Residual renal function improves outcome in incremental haemodialysis despite reduced dialysis dose. Nephrol Dial Transplant. 2009;24:2502–2510. doi: 10.1093/ndt/gfp071. [DOI] [PubMed] [Google Scholar]
- 16.Kalantar-Zadeh K, Crowley ST, Beddhu S, et al. Renal Replacement Therapy and Incremental Hemodialysis for Veterans with Advanced Chronic Kidney Disease. Semin Dial. 2017;30:251–261. doi: 10.1111/sdi.12601. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Fernández-Lucas M, Teruel JL. Incremental haemodialysis schedule at the start of renal replacement therapy. Nefrología. 2017;37:1–4. doi: 10.1016/j.nefro.2016.08.002. [DOI] [PubMed] [Google Scholar]
- 18.Mathew A, Obi Y, Rhee CM, et al. Treatment frequency and mortality among incident haemodialysis patients in the United States comparing incremental with standard and more frequent dialysis. Kidney Int. 2016;90:1071–1079. doi: 10.1016/j.kint.2016.05.028. [DOI] [PubMed] [Google Scholar]
- 19.Park JI, Park JT, Kim YL, et al. Comparison of outcomes between the incremental and the three times-weekly initiation of haemodialysis: a propensity-matched study of a prospective cohort in Korea. Nephrol Dial Transplant. 2017;32:355–336. doi: 10.1093/ndt/gfw332. [DOI] [PubMed] [Google Scholar]
- 20.Lin X, Yan Y, Ni Z, et al. Clinical outcome of twice-weekly haemodialysis patients in Shanghai. Blood Purif. 2012;33:66–72. doi: 10.1159/000334634. [DOI] [PubMed] [Google Scholar]
- 21.Deira J, Suárez MA, López F, et al. IHDIP: a controlled randomized trial to assess the security and effectiveness of the incremental hemodialysis in incident patients. BMC Nephrol. 2019;20:8. doi: 10.1186/s12882-018-1189-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Gotch FA. Kinetic modeling in hemodialysis. In: Nissenson AR, Fine RN, Gentile DE, editors. Clinical Dialysis. Norwalk: Appleton & Lange; 1992. pp. 118–146. [Google Scholar]
- 23.Watson PE, Watson ID, Batt RD. Total body water volumes for adults males and females estimated from simple anthropometric measurements. Am J Clin Nutr. 1980;33:27–39. doi: 10.1093/ajcn/33.1.27. [DOI] [PubMed] [Google Scholar]
- 24.Casino FG, López T. The equivalent renal urea clearance: a new parameter to assess dialysis dose. Nephrol Dial Transplant. 1996;11(8):1574–1581. doi: 10.1093/oxfordjournals.ndt.a027616. [DOI] [PubMed] [Google Scholar]
- 25.Stata Corp . Stata Statistical Software: Release 14. College Station: Stata Corp LP; 2015. [Google Scholar]
- 26.O'Brien PC, Fleming TR. A multiple testing procedure for clinical trials. Biometrics. 1979;35:549–556. doi: 10.2307/2530245. [DOI] [PubMed] [Google Scholar]
- 27.Shafi T. CKD to ESRD transition: does assessment of kidney function matter? Nephrol Dial Transplant. 2017;32:1–3. doi: 10.1093/ndt/gfw327. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Wong J, Vilar E, Davenport A, et al. Incremental haemodialysis. Nephrol Dial Transplant. 2015;30:1639–1648. doi: 10.1093/ndt/gfv231. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
Data sharing is not applicable to this article as no datasets were generated or analysed during the current study