1
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Ethier I, Hayat A, Pei J, Hawley CM, Johnson DW, Francis RS, Wong G, Craig JC, Viecelli AK, Htay H, Ng S, Leibowitz S, Cho Y. Peritoneal dialysis versus haemodialysis for people commencing dialysis. Cochrane Database Syst Rev 2024; 6:CD013800. [PMID: 38899545 PMCID: PMC11187793 DOI: 10.1002/14651858.cd013800.pub2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/21/2024]
Abstract
BACKGROUND Peritoneal dialysis (PD) and haemodialysis (HD) are two possible modalities for people with kidney failure commencing dialysis. Only a few randomised controlled trials (RCTs) have evaluated PD versus HD. The benefits and harms of the two modalities remain uncertain. This review includes both RCTs and non-randomised studies of interventions (NRSIs). OBJECTIVES To evaluate the benefits and harms of PD, compared to HD, in people with kidney failure initiating dialysis. SEARCH METHODS We searched the Cochrane Kidney and Transplant Register of Studies from 2000 to June 2024 using search terms relevant to this review. Studies in the Register were identified through searches of CENTRAL, MEDLINE, and EMBASE, conference proceedings, the International Clinical Trials Registry Platform (ICTRP) Search Portal, and ClinicalTrials.gov. MEDLINE and EMBASE were searched for NRSIs from 2000 until 28 March 2023. SELECTION CRITERIA RCTs and NRSIs evaluating PD compared to HD in people initiating dialysis were eligible. DATA COLLECTION AND ANALYSIS Two investigators independently assessed if the studies were eligible and then extracted data. Risk of bias was assessed using standard Cochrane methods, and relevant outcomes were extracted for each report. The primary outcome was residual kidney function (RKF). Secondary outcomes included all-cause, cardiovascular and infection-related death, infection, cardiovascular disease, hospitalisation, technique survival, life participation and fatigue. MAIN RESULTS A total of 153 reports of 84 studies (2 RCTs, 82 NRSIs) were included. Studies varied widely in design (small single-centre studies to international registry analyses) and in the included populations (broad inclusion criteria versus restricted to more specific participants). Additionally, treatment delivery (e.g. automated versus continuous ambulatory PD, HD with catheter versus arteriovenous fistula or graft, in-centre versus home HD) and duration of follow-up varied widely. The two included RCTs were deemed to be at high risk of bias in terms of blinding participants and personnel and blinding outcome assessment for outcomes pertaining to quality of life. However, most other criteria were assessed as low risk of bias for both studies. Although the risk of bias (Newcastle-Ottawa Scale) was generally low for most NRSIs, studies were at risk of selection bias and residual confounding due to the constraints of the observational study design. In children, there may be little or no difference between HD and PD on all-cause death (6 studies, 5752 participants: RR 0.81, 95% CI 0.62 to 1.07; I2 = 28%; low certainty) and cardiovascular death (3 studies, 7073 participants: RR 1.23, 95% CI 0.58 to 2.59; I2 = 29%; low certainty), and was unclear for infection-related death (4 studies, 7451 participants: RR 0.98, 95% CI 0.39 to 2.46; I2 = 56%; very low certainty). In adults, compared with HD, PD had an uncertain effect on RKF (mL/min/1.73 m2) at six months (2 studies, 146 participants: MD 0.90, 95% CI 0.23 to 3.60; I2 = 82%; very low certainty), 12 months (3 studies, 606 participants: MD 1.21, 95% CI -0.01 to 2.43; I2 = 81%; very low certainty) and 24 months (3 studies, 334 participants: MD 0.71, 95% CI -0.02 to 1.48; I2 = 72%; very low certainty). PD had uncertain effects on residual urine volume at 12 months (3 studies, 253 participants: MD 344.10 mL/day, 95% CI 168.70 to 519.49; I2 = 69%; very low certainty). PD may reduce the risk of RKF loss (3 studies, 2834 participants: RR 0.55, 95% CI 0.44 to 0.68; I2 = 17%; low certainty). Compared with HD, PD had uncertain effects on all-cause death (42 studies, 700,093 participants: RR 0.87, 95% CI 0.77 to 0.98; I2 = 99%; very low certainty). In an analysis restricted to RCTs, PD may reduce the risk of all-cause death (2 studies, 1120 participants: RR 0.53, 95% CI 0.32 to 0.86; I2 = 0%; moderate certainty). PD had uncertain effects on both cardiovascular (21 studies, 68,492 participants: RR 0.96, 95% CI 0.78 to 1.19; I2 = 92%) and infection-related death (17 studies, 116,333 participants: RR 0.90, 95% CI 0.57 to 1.42; I2 = 98%) (both very low certainty). Compared with HD, PD had uncertain effects on the number of patients experiencing bacteraemia/bloodstream infection (2 studies, 2582 participants: RR 0.34, 95% CI 0.10 to 1.18; I2 = 68%) and the number of patients experiencing infection episodes (3 studies, 277 participants: RR 1.23, 95% CI 0.93 to 1.62; I2 = 20%) (both very low certainty). PD may reduce the number of bacteraemia/bloodstream infection episodes (2 studies, 2637 participants: RR 0.44, 95% CI 0.27 to 0.71; I2 = 24%; low certainty). Compared with HD; It is uncertain whether PD reduces the risk of acute myocardial infarction (4 studies, 110,850 participants: RR 0.90, 95% CI 0.74 to 1.10; I2 = 55%), coronary artery disease (3 studies, 5826 participants: RR 0.95, 95% CI 0.46 to 1.97; I2 = 62%); ischaemic heart disease (2 studies, 58,374 participants: RR 0.86, 95% CI 0.57 to 1.28; I2 = 95%), congestive heart failure (3 studies, 49,511 participants: RR 1.10, 95% CI 0.54 to 2.21; I2 = 89%) and stroke (4 studies, 102,542 participants: RR 0.94, 95% CI 0.90 to 0.99; I2 = 0%) because of low to very low certainty evidence. Compared with HD, PD had uncertain effects on the number of patients experiencing hospitalisation (4 studies, 3282 participants: RR 0.90, 95% CI 0.62 to 1.30; I2 = 97%) and all-cause hospitalisation events (4 studies, 42,582 participants: RR 1.02, 95% CI 0.81 to 1.29; I2 = 91%) (very low certainty). None of the included studies reported specifically on life participation or fatigue. However, two studies evaluated employment. Compared with HD, PD had uncertain effects on employment at one year (2 studies, 593 participants: RR 0.83, 95% CI 0.20 to 3.43; I2 = 97%; very low certainty). AUTHORS' CONCLUSIONS The comparative effectiveness of PD and HD on the preservation of RKF, all-cause and cause-specific death risk, the incidence of bacteraemia, other vascular complications (e.g. stroke, cardiovascular events) and patient-reported outcomes (e.g. life participation and fatigue) are uncertain, based on data obtained mostly from NRSIs, as only two RCTs were included.
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Affiliation(s)
- Isabelle Ethier
- Department of Nephrology, Centre hospitalier de l'Université de Montréal, Montréal, Canada
- Health innovation and evaluation hub, Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montréal, Canada
| | - Ashik Hayat
- Department of Nephrology, Princess Alexandra Hospital, Woolloongabba, Australia
- Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Juan Pei
- Department of Nephrology, Princess Alexandra Hospital, Woolloongabba, Australia
- Department of Nephrology, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Carmel M Hawley
- Department of Nephrology, Princess Alexandra Hospital, Woolloongabba, Australia
- Australasian Kidney Trials Network, The University of Queensland, Brisbane, Australia
- Translational Research Institute, Brisbane, Australia
| | - David W Johnson
- Department of Nephrology, Princess Alexandra Hospital, Woolloongabba, Australia
- Australasian Kidney Trials Network, The University of Queensland, Brisbane, Australia
- Translational Research Institute, Brisbane, Australia
| | - Ross S Francis
- Department of Nephrology, Princess Alexandra Hospital, Woolloongabba, Australia
- Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Germaine Wong
- School of Public Health, The University of Sydney, Sydney, Australia
| | - Jonathan C Craig
- Cochrane Kidney and Transplant, Centre for Kidney Research, The Children's Hospital at Westmead, Westmead, Australia
- College of Medicine and Public Health, Flinders University, Adelaide, Australia
| | - Andrea K Viecelli
- Department of Nephrology, Princess Alexandra Hospital, Woolloongabba, Australia
- Australasian Kidney Trials Network, The University of Queensland, Brisbane, Australia
- Translational Research Institute, Brisbane, Australia
| | - Htay Htay
- Department of Renal Medicine, Singapore General Hospital, Singapore, Singapore
| | - Samantha Ng
- Department of Nephrology, Princess Alexandra Hospital, Woolloongabba, Australia
| | - Saskia Leibowitz
- Department of Nephrology, Logan Hospital, Meadowbrook, Australia
| | - Yeoungjee Cho
- Department of Nephrology, Princess Alexandra Hospital, Woolloongabba, Australia
- Australasian Kidney Trials Network, The University of Queensland, Brisbane, Australia
- Translational Research Institute, Brisbane, Australia
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2
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Gondal M. Overview of, and Preparations for, Dialysis. Med Clin North Am 2023; 107:681-687. [PMID: 37258006 DOI: 10.1016/j.mcna.2023.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Chronic kidney disease (CKD) is a progressive condition which is defined by decreased kidney function evidenced by a glomerular filtration rate (GFR) less than 60 mL/min per 1.73 m2 or markers of kidney damage, or both, for at least 3 months, regardless of the underlying cause. The 5 stages of CKD are based on the estimated GFR. Patients with CKD have significantly higher rates of morbidity, mortality, hospitalization, and health care utilization. Renal replacement therapy in the form of dialysis or kidney transplant is the life-sustaining treatment for patients with kidney failure. Predialysis education helps patients make informed decisions and opt for a modality conducive with their lifestyle/values. It has also been associated with improvement in measurable outcomes such as delayed initiation of dialysis, cardiovascular complications, and mortality.
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Affiliation(s)
- Maryam Gondal
- Department of Internal Medicine, Section of Nephrology, Yale School of Medicine, 330 Cedar Street, BB114, New Haven, CT 06510, USA.
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3
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Htay H, Johnson DW, Craig JC, Teixeira-Pinto A, Hawley CM, Cho Y. Urgent-start peritoneal dialysis versus haemodialysis for people with chronic kidney disease. Cochrane Database Syst Rev 2021; 1:CD012899. [PMID: 33501650 PMCID: PMC8092642 DOI: 10.1002/14651858.cd012899.pub2] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND Patients with chronic kidney disease (CKD) who require urgent initiation of dialysis but without having a permanent dialysis access have traditionally commenced haemodialysis (HD) using a central venous catheter (CVC). However, several studies have reported that urgent initiation of peritoneal dialysis (PD) is a viable alternative option for such patients. OBJECTIVES This review aimed to examine the benefits and harms of urgent-start PD compared to HD initiated using a CVC in adults and children with CKD requiring long-term kidney replacement therapy. SEARCH METHODS We searched the Cochrane Kidney and Transplant Register of Studies up to 25 May 2020 for randomised controlled trials through contact with the Information Specialist using search terms relevant to this review. Studies in the Register are identified through searches of CENTRAL, MEDLINE, and EMBASE, conference proceedings, the International Clinical Trials Register (ICTRP) Search Portal and ClinicalTrials.gov. For non-randomised controlled trials, MEDLINE (OVID) (1946 to 11 February 2020) and EMBASE (OVID) (1980 to 11 February 2020) were searched. SELECTION CRITERIA All randomised controlled trials (RCTs), quasi-RCTs and non-RCTs comparing urgent-start PD to HD initiated using a CVC. DATA COLLECTION AND ANALYSIS Two authors extracted data and assessed the quality of studies independently. Additional information was obtained from the primary investigators. The estimates of effect were analysed using random-effects model and results were presented as risk ratios (RR) with 95% confidence intervals (CI). The GRADE framework was used to make judgments regarding certainty of the evidence for each outcome. MAIN RESULTS Overall, seven observational studies (991 participants) were included: three prospective cohort studies and four retrospective cohort studies. All the outcomes except one (bacteraemia) were graded as very low certainty of evidence given that all included studies were observational studies and few events resulting in imprecision, and inconsistent findings. Urgent-start PD may reduce the incidence of catheter-related bacteraemia compared with HD initiated with a CVC (2 studies, 301 participants: RR 0.13, 95% CI 0.04 to 0.41; I2 = 0%; low certainty evidence), which translated into 131 fewer bacteraemia episodes per 1000 (95% CI 89 to 145 fewer). Urgent-start PD has uncertain effects on peritonitis risk (2 studies, 301 participants: RR 1.78, 95% CI 0.23 to 13.62; I2 = 0%; very low certainty evidence), exit-site/tunnel infection (1 study, 419 participants: RR 3.99, 95% CI 1.2 to 12.05; very low certainty evidence), exit-site bleeding (1 study, 178 participants: RR 0.12, 95% CI 0.01 to 2.33; very low certainty evidence), catheter malfunction (2 studies; 597 participants: RR 0.26, 95% CI: 0.07 to 0.91; I2 = 66%; very low certainty evidence), catheter re-adjustment (2 studies, 225 participants: RR: 0.13; 95% CI 0.00 to 18.61; I2 = 92%; very low certainty evidence), technique survival (1 study, 123 participants: RR: 1.18, 95% CI 0.87 to 1.61; very low certainty evidence), or patient survival (5 studies, 820 participants; RR 0.68, 95% CI 0.44 to 1.07; I2 = 0%; very low certainty evidence) compared with HD initiated using a CVC. Two studies using different methods of measurements for hospitalisation reported that hospitalisation was similar although one study reported higher hospitalisation rates in HD initiated using a catheter compared with urgent-start PD. AUTHORS' CONCLUSIONS Compared with HD initiated using a CVC, urgent-start PD may reduce the risk of bacteraemia and had uncertain effects on other complications of dialysis and technique and patient survival. In summary, there are very few studies directly comparing the outcomes of urgent-start PD and HD initiated using a CVC for patients with CKD who need to commence dialysis urgently. This evidence gap needs to be addressed in future studies.
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Affiliation(s)
- Htay Htay
- Department of Renal Medicine, Singapore General Hospital, Singapore, Singapore
| | - David W Johnson
- Department of Nephrology, Princess Alexandra Hospital, Woolloongabba, Australia
- Australasian Kidney Trials Network, The University of Queensland, Brisbane, Australia
- Centre for Kidney Disease Research, Translational Research Institute, Brisbane, Australia
| | - Jonathan C Craig
- Cochrane Kidney and Transplant, Centre for Kidney Research, The Children's Hospital at Westmead, Westmead, Australia
- College of Medicine and Public Health, Flinders University, Adelaide, Australia
| | - Armando Teixeira-Pinto
- Cochrane Kidney and Transplant, Centre for Kidney Research, The Children's Hospital at Westmead, Westmead, Australia
- Sydney School of Public Health, The University of Sydney, Sydney, Australia
| | - Carmel M Hawley
- Department of Nephrology, Princess Alexandra Hospital, Woolloongabba, Australia
- Australasian Kidney Trials Network, The University of Queensland, Brisbane, Australia
| | - Yeoungjee Cho
- Department of Nephrology, Princess Alexandra Hospital, Woolloongabba, Australia
- Australasian Kidney Trials Network, The University of Queensland, Brisbane, Australia
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4
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Hirano D, Inoue E, Sako M, Ashida A, Honda M, Takahashi S, Iijima K, Hattori M. Clinical characteristics at the renal replacement therapy initiation of Japanese pediatric patients: a nationwide cross-sectional study. Clin Exp Nephrol 2019; 24:82-87. [PMID: 31541336 DOI: 10.1007/s10157-019-01788-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Accepted: 09/04/2019] [Indexed: 11/24/2022]
Abstract
BACKGROUND Although there is debate regarding the timing of initiation of renal replacement therapy (RRT) in adults with end-stage renal disease, there is a paucity of reliable epidemiological data on pediatric patients. The present study was performed to investigate current practice in Japan with regard to the timing of initiation of RRT in children based on estimated glomerular filtration rate (eGFR). METHODS A total of 649 pediatric patients < 20 years old with eGFR at the initiation of RRT between 1 January 2006 and 31 December 2013 were included in the study. Baseline eGFR was calculated for each patient using the Schwartz formula. RESULTS eGFR at the start of RRT was 12.1 mL/min/1.73 m2 [interquartile range (IQR) 8.4-16.3]. A total of 209 children (32.2%) had high eGFR (eGFR > 15 mL/min/1.73 m2) at the initiation of RRT. Initiation of RRT was more likely in those undergoing preemptive transplantation (PEKT) with high eGFR [odds ratio (OR) 4.16; 95% confidence interval (CI) 1.95-8.90, P < 0.001]. There were 31 deaths of various causes during follow-up, with infections representing the leading causes of death. CONCLUSIONS The median eGFR at the initiation of RRT in children showed a wide range of variation. Further studies are needed to investigate the impact of the decision regarding when to initiate RRT in individual pediatric patients.
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Affiliation(s)
- Daishi Hirano
- Department of Pediatrics, The Jikei University School of Medicine, 3-25-8 Nishi-Shimbashi, Minato-ku, Tokyo, 105-0003, Japan.
| | - Eisuke Inoue
- Medical Informatics, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Mayumi Sako
- Division for Clinical Trials, Department of Clinical Research Promotion, Clinical Research Center, National Center for Child Health and Development, Tokyo, Japan
| | - Akira Ashida
- Department of Pediatrics, Osaka Medical College, Osaka, Japan
| | - Masataka Honda
- Department of Nephrology, Tokyo Metropolitan Children's Medical Center, Tokyo, Japan
| | - Shori Takahashi
- Department of Pediatrics and Child Health, Nihon University School of Medicine, Tokyo, Japan
| | - Kazumoto Iijima
- Department of Pediatrics, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Motoshi Hattori
- Department of Pediatric Nephrology, School of Medicine, Tokyo Women's Medical University, Tokyo, Japan
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5
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Chen T, Lee VW, Harris DC. When to initiate dialysis for end-stage kidney disease: evidence and challenges. Med J Aust 2019; 209:275-279. [PMID: 30208820 DOI: 10.5694/mja18.00297] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2018] [Accepted: 07/12/2018] [Indexed: 11/17/2022]
Abstract
The decision about when to start dialysis for end-stage kidney disease (ESKD) is complex and is influenced by many factors. ESKD-related symptoms and signs are the most common indications for dialysis initiation. Creatinine-based formulae to estimate glomerular filtration rate (GFR) are inaccurate in patients with ESKD and, thus, the decision to start dialysis should not be based solely on estimated GFR (eGFR). Early dialysis initiation (ie, at an eGFR > 10 mL/min/1.73 m<sup>2</sup>) is not associated with a morbidity and mortality benefit, as shown in the Initiating Dialysis Early and Late (IDEAL) study. This observation has been incorporated into the latest guidelines, which place greater emphasis on the assessment of patients' symptoms and signs rather than eGFR. It is suggested that in asymptomatic patients with stage 5 chronic kidney disease, dialysis may be safely delayed until the eGFR is at least as low as 5-7 mL/min/1.73 m<sup>2</sup> if there is careful clinical follow-up and adequate patient education. The decision on when to start dialysis is even more challenging in older patients. Due to their comorbidities and frailty, dialysis initiation may be associated with worse outcomes and quality of life. Therefore, the decision to start dialysis in these patients should be carefully weighed against its risks, and conservative care should be considered in appropriate cases. To optimise the decision-making process for dialysis initiation, patients need to be referred to a nephrologist in a timely fashion to allow adequate pre-dialysis care and planning. Dialysis initiation and its timing should be a shared decision between physician, patients and family members, and should be tailored to the individual patient's needs.
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6
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Chan CT, Blankestijn PJ, Dember LM, Gallieni M, Harris DCH, Lok CE, Mehrotra R, Stevens PE, Wang AYM, Cheung M, Wheeler DC, Winkelmayer WC, Pollock CA. Dialysis initiation, modality choice, access, and prescription: conclusions from a Kidney Disease: Improving Global Outcomes (KDIGO) Controversies Conference. Kidney Int 2019; 96:37-47. [PMID: 30987837 DOI: 10.1016/j.kint.2019.01.017] [Citation(s) in RCA: 237] [Impact Index Per Article: 39.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2018] [Revised: 12/21/2018] [Accepted: 01/04/2019] [Indexed: 02/06/2023]
Abstract
Globally, the number of patients undergoing maintenance dialysis is increasing, yet throughout the world there is significant variability in the practice of initiating dialysis. Factors such as availability of resources, reasons for starting dialysis, timing of dialysis initiation, patient education and preparedness, dialysis modality and access, as well as varied "country-specific" factors significantly affect patient experiences and outcomes. As the burden of end-stage kidney disease (ESKD) has increased globally, there has also been a growing recognition of the importance of patient involvement in determining the goals of care and decisions regarding treatment. In January 2018, KDIGO (Kidney Disease: Improving Global Outcomes) convened a Controversies Conference focused on dialysis initiation, including modality choice, access, and prescription. Here we present a summary of the conference discussions, including identified knowledge gaps, areas of controversy, and priorities for research. A major novel theme represented during the conference was the need to move away from a "one-size-fits-all" approach to dialysis and provide more individualized care that incorporates patient goals and preferences while still maintaining best practices for quality and safety. Identifying and including patient-centered goals that can be validated as quality indicators in the context of diverse health care systems to achieve equity of outcomes will require alignment of goals and incentives between patients, providers, regulators, and payers that will vary across health care jurisdictions.
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Affiliation(s)
| | - Peter J Blankestijn
- Department of Nephrology and Hypertension, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Laura M Dember
- Renal-Electrolyte and Hypertension Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Maurizio Gallieni
- Department of Clinical and Biomedical Sciences "Luigi Sacco", University of Milan, Milan, Italy
| | | | - Charmaine E Lok
- University Health Network, University of Toronto, Ontario, Canada
| | - Rajnish Mehrotra
- Division of Nephrology, Kidney Research Institute and Harborview Medical Center, University of Washington, Seattle, Washington, USA
| | - Paul E Stevens
- Kent Kidney Care Centre, East Kent Hospitals, University NHS Foundation Trust, Canterbury, Kent, UK
| | - Angela Yee-Moon Wang
- Department of Medicine, Queen Mary Hospital, University of Hong Kong, Hong Kong, China
| | | | | | - Wolfgang C Winkelmayer
- Selzman Institute for Kidney Health, Section of Nephrology, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
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7
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Liu Y, Wang D, Chen X, Sun X, Song W, Jiang H, Shi W, Liu W, Fu P, Ding X, Chang M, Yu X, Cao N, Chen M, Ni Z, Cheng J, Sun S, Wang H, Wang Y, Gao B, Wang J, Hao L, Li S, He Q, Liu H, Shao F, Li W, Wang Y, Szczech L, Lv Q, Han X, Wang L, Fang M, Odeh Z, Sun X, Lin H. An Equation Based on Fuzzy Mathematics to Assess the Timing of Haemodialysis Initiation. Sci Rep 2019; 9:5871. [PMID: 30971708 PMCID: PMC6458145 DOI: 10.1038/s41598-018-37762-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2018] [Accepted: 12/05/2018] [Indexed: 02/05/2023] Open
Abstract
In order to develop an equation that integrates multiple clinical factors including signs and symptoms associated with uraemia to assess the initiation of dialysis, we conducted a retrospective cohort study including 25 haemodialysis centres in Mainland China. Patients with ESRD (n = 1281) who commenced haemodialysis from 2008 to 2011 were enrolled in the development cohort, whereas 504 patients who began haemodialysis between 2012 and 2013 were enrolled in the validation cohort comprised. An artificial neural network model was used to select variables, and a fuzzy neural network model was then constructed using factors affecting haemodialysis initiation as input variables and 3-year survival as the output variable. A logistic model was set up using the same variables. The equation’s performance was compared with that of the logistic model and conventional eGFR-based assessment. The area under the bootstrap-corrected receiver-operating characteristic curve of the equation was 0.70, and that of two conventional eGFR-based assessments were 0.57 and 0.54. In conclusion, the new equation based on Fuzzy mathematics, covering laboratory and clinical variables, is more suitable for assessing the timing of dialysis initiation in a Chinese ESRD population than eGFR, and may be a helpful tool to quantitatively evaluate the initiation of haemodialysis.
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Affiliation(s)
- Ying Liu
- Dalian Medical University Graduate School, Dalian, China.,Department of Nephrology, The First Affiliated Hospital of Dalian Medical University, Liaoning Province Translational Medicine Research Center of Kidney Disease, Dalian, China.,Kidney Research Institute of Dalian Medical University, Dalian, China
| | - Degang Wang
- School of Control Science and Engineering, Dalian University of Technology, Dalian, China
| | - Xiangmei Chen
- Department of Nephrology, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing Key Laboratory of Kidney Disease Research, Beijing, China
| | - Xuefeng Sun
- Department of Nephrology, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing Key Laboratory of Kidney Disease Research, Beijing, China
| | - Wenyan Song
- School of Economics, Dongbei University of Finance and Economics, Dalian, China
| | - Hongli Jiang
- Blood Purification Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Wei Shi
- Division of Nephrology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Wenhu Liu
- Division of Nephrology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Ping Fu
- Kidney Research Institute, Division of Nephrology, West China Hospital of Sichuan University, Chengdu, China
| | - Xiaoqiang Ding
- Division of Nephrology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Ming Chang
- Division of Nephrology, Dalian Municipal Central Hospital, Dalian, China
| | - Xueqing Yu
- Department of Nephrology, The First Affiliated Hospital, Sun Yat-sen University, Key Laboratory of Nephrology, Ministry of Health of China, Guangzhou, China
| | - Ning Cao
- Blood Purification Center, General Hospital of Shenyang Military Area Command, Shenyang, China
| | - Menghua Chen
- Department of Nephrology, General Hospital of Ningxia Medical University, Yinchuan, China
| | - Zhaohui Ni
- Department of Nephrology, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
| | - Jing Cheng
- Division of Nephrology, Huashan Hospital, Fudan University, Shanghai, China
| | - Shiren Sun
- Department of Nephrology, Xijing Hospital, the Fourth Military Medical University, Xi'an, China
| | - Huimin Wang
- Division of Nephrology, General Hospital of Benxi Iron and Steel Co., Ltd, Benxi, China
| | - Yunyan Wang
- Blood Purification Center, Daping Hospital & Surgery Institute, the Third Military Medical University, Chongqing, China
| | - Bihu Gao
- Division of Nephrology, Affiliated Zhongshan Hospital of Dalian University, Dalian, China
| | - Jianqin Wang
- Division of Nephrology, Lanzhou University Second Hospital, Lanzhou, China
| | - Lirong Hao
- Division of Nephrology, the First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Suhua Li
- Division of Nephrology, the First Affiliated Hospital of Xinjiang Medical University, Urumchi, China
| | - Qiang He
- Division of Nephrology, Zhejiang Provincial People's Hospital, Hangzhou, China
| | - Hongmei Liu
- Division of Nephrology, An Steel Group Hospital, Anshan, China
| | - Fengmin Shao
- Blood Purification Center, The People's Hospital of Zhengzhou University & Henan Provincial People's Hospital, Zhengzhou, China
| | - Wei Li
- Medical Research & Biometrics Center, Fuwai Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Yang Wang
- Medical Research & Biometrics Center, Fuwai Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | | | - Qiuxia Lv
- School of Control Science and Engineering, Dalian University of Technology, Dalian, China
| | - Xianfeng Han
- Dalian Medical University Graduate School, Dalian, China.,Department of Nephrology, The First Affiliated Hospital of Dalian Medical University, Liaoning Province Translational Medicine Research Center of Kidney Disease, Dalian, China
| | - Luping Wang
- Dalian Medical University Graduate School, Dalian, China.,Department of Nephrology, The First Affiliated Hospital of Dalian Medical University, Liaoning Province Translational Medicine Research Center of Kidney Disease, Dalian, China
| | - Ming Fang
- Dalian Medical University Graduate School, Dalian, China.,Department of Nephrology, The First Affiliated Hospital of Dalian Medical University, Liaoning Province Translational Medicine Research Center of Kidney Disease, Dalian, China.,Kidney Research Institute of Dalian Medical University, Dalian, China
| | - Zach Odeh
- Dalian Medical University Graduate School, Dalian, China.,Department of Nephrology, The First Affiliated Hospital of Dalian Medical University, Liaoning Province Translational Medicine Research Center of Kidney Disease, Dalian, China
| | - Ximing Sun
- School of Control Science and Engineering, Dalian University of Technology, Dalian, China
| | - Hongli Lin
- Dalian Medical University Graduate School, Dalian, China. .,Department of Nephrology, The First Affiliated Hospital of Dalian Medical University, Liaoning Province Translational Medicine Research Center of Kidney Disease, Dalian, China. .,Kidney Research Institute of Dalian Medical University, Dalian, China.
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8
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Abstract
Confronted with the decision to initiate dialysis, patients and caregivers often seek information about how expected survival chances evolve, both initially and afterward, providing the patient survives beyond arbitrary periods of time. Large registry data, used to examine these issues, may be subject to early ascertainment bias, such as those accruing from nonregistration of with end-stage kidney disease who die shortly after dialysis initiation and inclusion of patients with acute kidney injury with slower than typical recovery rates. Despite these caveats, available studies have suggested that mortality hazards are much higher in the first 3 months of renal replacement therapy. Prominent modifiable associations of early mortality include late referral to nephrology services, initial dialysis with vascular catheters, and, most problematically, higher glomerular filtration rates at initiation of renal replacement therapy. Despite their imperfections, currently available information is relatively user-unfriendly and could be better leveraged to help patients and treatment teams make better decisions.
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Affiliation(s)
- Robert N Foley
- Department of Medicine, University of Minnesota, Minneapolis, MN.
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9
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Chandna SM, Carpenter L, Da Silva-Gane M, Warwicker P, Greenwood RN, Farrington K. Rate of Decline of Kidney Function, Modality Choice, and Survival in Elderly Patients with Advanced Kidney Disease. Nephron Clin Pract 2016; 134:64-72. [PMID: 27423919 DOI: 10.1159/000447784] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Accepted: 06/21/2016] [Indexed: 11/19/2022] Open
Abstract
AIM In elderly, dependent patients with advanced chronic kidney disease, dialysis may confer only a small survival advantage over conservative kidney management (CKM). We investigated the role of rate of decline of kidney function on treatment choices and survival. METHODS We identified a retrospective (1995-2010) cohort of patients aged over 75 years, with progressive kidney impairment and an estimated glomerular filtration rate (eGFR) between 10 and 15 ml/min/1.73 m2. All subsequently chose to be treated by either dialysis or CKM. Patients were followed for a minimum of 3 years. RESULTS Of 250 patients identified, 92 (37%) opted for dialysis and 158 (63%) for CKM. Mean age was 80.9 ± 4.0 years. eGFR was 13.3 ± 1.4 initially and 8.7 ± 3.0 ml/min/1.73 m2 at follow-up. Both were similar in those on dialysis and CKM pathways. Rate of decline of eGFR was more rapid in those choosing dialysis (0.45 (interquartile range, IQR 0.64) vs. 0.21 (IQR 0.28) ml/min/1.73 m2/month, p < 0.001), and independently predicted choice of CKM. In patients with high comorbidity, choice of dialysis was associated with a non-significant adjusted survival advantage of 5 months. Inclusion in models of time dependent eGFR during follow-up (eGFRtd) - a reflection of the rate of decline of kidney function - showed it to be independently associated with mortality risk in those on the CKM (p < 0.001) but not on the dialysis pathway. CKM pathway patients at the 25th centile of eGFRtd had an adjusted survival of 7 months compared to 63 months for those at the 75th centile. CONCLUSIONS Rate of decline of kidney function is a determinant of CKM choice in elderly patients and is associated with mortality risk in patients of the CKM pathway. These findings should inform counselling.
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10
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Kim HW, Kim SH, Kim YO, Jin DC, Song HC, Choi EJ, Kim YL, Kim YS, Kang SW, Kim NH, Yang CW, Kim YK. The Impact of Timing of Dialysis Initiation on Mortality in Patients with Peritoneal Dialysis. Perit Dial Int 2014; 35:703-11. [PMID: 25292405 DOI: 10.3747/pdi.2013.00328] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2013] [Accepted: 07/20/2014] [Indexed: 11/15/2022] Open
Abstract
UNLABELLED ♦ BACKGROUND The impact of timing of dialysis initiation on mortality is controversial in patients with peritoneal dialysis (PD). In this study, we analyzed the impact of timing of dialysis initiation on mortality in the incident PD population. ♦ METHODS Incident patients with PD were selected from the Clinical Research Center (CRC) registry for end-stage renal disease (ESRD), a prospective cohort study on dialysis in Korea. Patients were categorized into 3 groups according to the estimated glomerular filtration rate (eGFR) at the initiation of PD using the Modification of Diet in Renal Disease (MDRD) equation. Group A was defined as eGFR < 5 mL/min/1.73m(2), group B as eGFR 5 - 10 mL/min/1.73m(2), and group C as eGFR > 10 mL/min/1.73m(2). Cox regression analysis was used to calculate the adjusted hazard ratio (HR) of mortality with group B as the reference. The primary outcome was all-cause mortality. ♦ RESULTS A total of 495 incident PD patients were included. The number of patients in group A was 109, group B was 279, and group C was 107. The median follow-up period was 23 months. Multivariate Cox regression analysis showed that group A had a significantly higher risk of all-cause mortality compared with group B (HR 4.13, 95% confidence interval [CI], 1.55 - 11.03, p = 0.005) after adjustment for age, gender, cause of ESRD, serum albumin level, diabetes mellitus, and cardiovascular disease. There was no significant difference in mortality between group C and group B (HR 1.50, 95% CI, 0.59 - 3.80, p = 0.398) after adjustment for clinical variables. ♦ CONCLUSION An eGFR < 5 mL/min/1.73m(2) at the initiation of PD was a significant risk factor for death, while an eGFR >10 mL/min/1.73m(2) at the initiation of PD was not associated with improved survival compared with an eGFR of 5 - 10 mL/min/1.73m(2) at the initiation of PD.
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Affiliation(s)
- Hyung Wook Kim
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea Department of Internal Medicine, St. Vincent's Hospital, Suwon, Korea
| | - Su-Hyun Kim
- Department of Internal Medicine, College of Medicine, Chung-Ang University, Seoul, Korea
| | - Young Ok Kim
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Dong Chan Jin
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Ho Chul Song
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Euy Jin Choi
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Yong-Lim Kim
- Department of Internal Medicine, School of Medicine, Kyungpook National University, Korea
| | - Yon-Su Kim
- Department of Internal Medicine, College of Medicine, Seoul National University, Seoul, Korea
| | - Shin-Wook Kang
- Department of Internal Medicine, College of Medicine, Yonsei University, Seoul, Korea
| | - Nam-Ho Kim
- Department of Internal Medicine, Chonnam National University Medical School, Gwangju, Korea
| | - Chul Woo Yang
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Yong Kyun Kim
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea MRC for Cell Death Disease Research Center, The Catholic University of Korea, Seoul, Korea
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11
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Vale L, Cody J, Wallace S, Daly C, Campbell M, Grant A, Khan I, Donaldson C, Macleod A. Continuous ambulatory peritoneal dialysis (CAPD) versus hospital or home haemodialysis for end-stage renal disease in adults. Cochrane Database Syst Rev 2004; 2004:CD003963. [PMID: 15495072 PMCID: PMC6457584 DOI: 10.1002/14651858.cd003963.pub2] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND Renal replacement therapy (RRT) with dialysis and transplantation is the only means of sustaining life for patients with end-stage renal disease (ESRD). Although transplantation is the treatment of choice, the number of donor kidneys are limited and transplants may fail. Hence many patients require long-term or even life-long dialysis. Continuous ambulatory peritoneal dialysis (CAPD) is an alternative to hospital or home haemodialysis for patients with ESRD. OBJECTIVES To assess the benefits and harms of CAPD versus hospital or home haemodialysis for adults with ESRD. SEARCH STRATEGY We searched the Cochrane Central Register of Controlled Trials (CENTRAL in The Cochrane Library), the Cochrane Renal Group's specialised register, MEDLINE (1966 - May 2002), EMBASE (1980 - May 2002), BIOSIS, CINAHL, SIGLE and NRR without language restriction. Reference lists of retrieved articles and conference proceedings were searched and known investigators and biomedical companies were contacted. Date of most recent search January 2004. SELECTION CRITERIA Randomised controlled trials (RCTs) or quasi-RCTs comparing CAPD to hospital or home haemodialysis for adults with ESRD were to be included. DATA COLLECTION AND ANALYSIS Two reviewers independently assess the methodological quality of studies. Data was abstracted from included studies onto a standard form by one reviewer and checked by another. Statistical analyses were performed using the random effects model and the results expressed as relative risk (RR) for dichotomous outcomes and weighted mean difference (WMD) for continuous outcomes with 95% confidence intervals (CI). MAIN RESULTS One trial, reported in abstract form only, was located in the most recent search. There was no statistical difference in death or quality adjusted life years score at 2 years between peritoneal dialysis or haemodialysis patients. REVIEWERS' CONCLUSIONS There is Insufficient data to allow conclusions to be drawn about the relative effectiveness of CAPD compared with hospital or home haemodialysis for adults with ESRD. Efforts should be made to start and complete adequately powered RCTs, which compare the different dialysis modalities.
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Affiliation(s)
- L Vale
- Health Economics Research Unit/Health Services Research Unit, University of Aberdeen, Medical School Building, Foresterhill, Aberdeen, UK, AB25 2ZD.
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