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Marshall MR, Wang MY, Vandal AC, Dunlop JL. Low dialysate sodium levels for chronic haemodialysis. Cochrane Database Syst Rev 2024; 11:CD011204. [PMID: 39498822 PMCID: PMC11536490 DOI: 10.1002/14651858.cd011204.pub3] [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: 11/07/2024]
Abstract
BACKGROUND Cardiovascular (CV) disease is the leading cause of death in dialysis patients and is strongly associated with fluid overload and hypertension. It is plausible that low dialysate sodium ion concentration [Na+] may decrease total body sodium content, thereby reducing fluid overload and hypertension and ultimately reducing CV morbidity and death. This is an update of a review first published in 2019. OBJECTIVES This review evaluated the harms and benefits of using a low (< 138 mM) dialysate [Na+] for maintenance haemodialysis (HD) patients. SEARCH METHODS We searched the Cochrane Kidney and Transplant Register of Studies up to 1 October 2024 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 Registry Platform (ICTRP) Search Portal and ClinicalTrials.gov. SELECTION CRITERIA Randomised controlled trials (RCTs), both parallel and cross-over, of low (< 138 mM) versus neutral (138 to 140 mM) or high (> 140 mM) dialysate [Na+] for maintenance HD patients were included. DATA COLLECTION AND ANALYSIS Two authors independently screened studies for inclusion and extracted data. Statistical analyses were performed using the random-effects model, and results expressed as risk ratios (RR) for dichotomous outcomes, and mean differences (MD) or standardised MD (SMD) for continuous outcomes, with 95% confidence intervals (CI). Confidence in the evidence was assessed using Grades of Recommendation, Assessment, Development and Evaluation (GRADE). MAIN RESULTS We included 17 studies randomising 509 patients, with data available for 452 patients after dropouts. All but three studies evaluated a fixed concentration of low dialysate [Na+], with one using profiled dialysate [Na+] and two using individualised dialysate [Na+]. Five were parallel group studies, and 12 were cross-over studies. Of the latter, only six used a washout between intervention and control periods. Most studies were short-term with a median (interquartile range) follow-up of 4 (4 to 16) weeks. Two were of a single HD session and two of a single week's HD. Seven studies were conducted prior to 2000, and six reported the use of obsolete HD practices. Other than for indirectness arising from older studies, risks of bias in the included studies were generally low. Compared to neutral or high dialysate [Na+] (≥ 138 mM), low dialysate [Na+] (< 138 mM) reduces interdialytic weight gain (14 studies, 515 participants: MD -0.36 kg, 95% CI -0.50 to -0.22; high certainty evidence) and antihypertensive medication use (5 studies, 241 participants: SMD -0.37, 95% CI -0.64 to -0.1; high certainty evidence), and probably reduces left ventricular mass index (2 studies, 143 participants: MD -7.65 g/m2, 95% CI -14.48 to -0.83; moderate certainty evidence), predialysis mean arterial pressure (MAP) (5 studies, 232 participants: MD -3.39 mm Hg, 95% CI -5.17 to -1.61; moderate certainty evidence), postdialysis MAP (5 studies, 226 participants: MD -3.17 mm Hg, 95% CI -4.68 to 1.67; moderate certainty evidence), predialysis serum [Na+] (11 studies, 435 participants: MD -1.26 mM, 95% CI -1.81 to -0.72; moderate certainty evidence) and postdialysis serum [Na+] (6 studies, 188 participants: MD -3.09 mM, 95% CI -4.29 to -1.88; moderate certainty evidence). Compared to neutral or high dialysate [Na+], low dialysate [Na+] probably increases intradialytic hypotension events (13 studies, 15,764 HD sessions: RR 1.58, 95% 1.25 to 2.01; moderate certainty evidence) and intradialytic cramps (10 studies, 14,559 HD sessions: RR 1.84, 95% 1.29 to 2.64; moderate certainty evidence). Effect size for important outcomes were generally greater with low dialysate [Na+] compared to high compared with neutral dialysate [Na+], although formal hypothesis testing identifies that the difference was only certain for postdialysis serum [Na+]. Compared to neutral or high dialysate [Na+], it is uncertain whether low dialysate [Na+] affects intradialytic or interdialytic MAP, and dietary salt intake. It is also uncertain whether low dialysate [Na+] changed extracellular fluid status, venous tone, arterial vascular resistance, left ventricular volumes, or fatigue. Studies did not examine CV or all-cause death, CV events, or hospitalisation. AUTHORS' CONCLUSIONS Low dialysate [Na+] reduces intradialytic weight gain and probably blood pressure, which are effects directionally associated with improved outcomes. However, the intervention probably increases intradialytic hypotension and probably reduces serum [Na+], effects that are associated with an increased risk of death. The effect of the intervention on overall patient health and well-being is unknown. Further evidence is needed in the form of longer-term studies in contemporary settings, evaluating end-organ effects in small-scale mechanistic studies using optimal methods, and clinical outcomes in large-scale multicentre RCTs.
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Affiliation(s)
- Mark R Marshall
- Department of Medicine, Te Whatu Ora Hauora a Toi Bay of Plenty, Tauranga, New Zealand
- School of Medicine, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Millie Yue Wang
- Department of Medicine, New Zealand Clinical Research, Auckland, New Zealand
| | - Alain C Vandal
- Department of Statistics, University of Auckland, Auckland, New Zealand
| | - Joanna L Dunlop
- Department of Medicine, Counties Manukau Health, Auckland, New Zealand
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Aoun M, Laruelle E, Duneau G, Duquennoy S, Legendre B, Baluta S, Maroun T, Lamri A, Gosselin M, Chemouny J, Champtiaux-Dechamps B, Baleynaud J, Le Mouellic L, Bellier C, Gritti M, Cain C, Hervé J, Colin P, Fleury S, Floch C, Jousset P, Dolley-Hitze T. Modifiable Factors Associated with Prolonged Dialysis Recovery Time and Fatigue in Hemodialysis Patients. KIDNEY360 2024; 5:1311-1321. [PMID: 39093611 PMCID: PMC11441809 DOI: 10.34067/kid.0000000000000532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Accepted: 07/29/2024] [Indexed: 08/04/2024]
Abstract
Key Points A negative change in serum sodium during a dialysis session is an independent factor associated with prolonged dialysis recovery time. Lower hemoglobin is an independent factor associated with fatigue in hemodialysis patients. Hemodiafiltration use in patients age ≥85 years is associated with a longer dialysis recovery time. Background Dialysis recovery time (DRT) and fatigue are two important patient-reported outcomes that highly affect hemodialysis patients' well-being and survival. This study aimed to identify all modifiable dialysis-related factors, associated with DRT and fatigue, that could be addressed in future clinical trials. Methods This multicenter observational study included adult patients, undergoing chronic hemodialysis for >3 months during December 2023. Patients admitted to hospital, with cognitive problems or active cancer were excluded. DRT was determined by asking over six sessions: How long did it take you to recover from your last dialysis session? Fatigue was assessed using the French-validated Standardized Outcomes in Nephrology-Hemodialysis fatigue scale. Logistic regression analysis assessed the association between DRT >12 hours and fatigue score ≥4 with all dialysis-related factors. A subanalysis of DRT-related factors was performed for very elderly patients aged 85 years and above. Results A total of 536 patients and 2967 sessions were analyzed. The mean age was 68.1±14.3 years, 60.9% were male, 33.2% had diabetes, and 63.3% were on hemodiafiltration. The median dialysate sodium was 138 (136–140). The median DRT was 140 (45–440) minutes, and 14.9% of patients had DRT >12 hours. Fatigue score was 3.1±2.3, 18% had no fatigue, and 37.7% had a score ≥4. DRT was significantly associated with fatigue score. In multivariable regression analysis, intradialytic reduction in serum sodium and frequency of dialysis were significantly associated with DRT. Factors associated with fatigue included female sex and lower hemoglobin. In patients aged 85 years and above, hemodiafiltration was associated with prolonged DRT. Conclusions Modifiable factors associated with prolonged DRT are not exactly similar to those associated with fatigue. Intradialytic reduction in serum sodium and low frequency of dialysis are two independent factors associated with longer DRT, with hemodiafiltration associated with longer recovery in very elderly patients. The hemoglobin level is the modifiable independent factor associated with fatigue. These modifiable factors can be addressed in future interventional trials to improve patients' outcomes.
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Affiliation(s)
- Mabel Aoun
- Fondation AUB Santé, Lorient, France
- Faculty of Medicine, Saint-Joseph University of Beirut, Beirut, Lebanon
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Miskulin DC, Tighiouart H, Hsu CM, Weiner DE. Dialysate Sodium Lowering in Maintenance Hemodialysis: A Randomized Clinical Trial. Clin J Am Soc Nephrol 2024; 19:712-722. [PMID: 38349776 PMCID: PMC11168813 DOI: 10.2215/cjn.0000000000000431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2023] [Accepted: 02/06/2024] [Indexed: 02/15/2024]
Abstract
Key Points Treatment to dialysate sodium 135 versus 138 mEq/L led to no difference in the rate of change in intradialytic hypotension, but symptoms were greater in the low arm. Use of a dialysate sodium concentration of 135 versus 138 mEq/L led to a small reduction in interdialytic weight gain, but had no effect on predialysis BP. Raising dialysate sodium concentration from 135 to 140 mEq/L reduced intradialytic hypotension and was associated with a marked increase in BP. Background Lowering dialysate sodium concentration may improve volume and BP control in patients on maintenance hemodialysis. Methods We randomized 42 participants 2:1 to dialysate sodium 135 versus 138 mEq/L for 6 months. This was followed by a 12-week extension phase in which sodium was increased to 140 mEq/L in low-arm participants. The primary outcome was intradialytic hypotension (IDH). Secondary outcomes included dialysis disequilibrium symptoms, emergency room visits/hospitalizations, interdialytic weight gain, and BP. Longitudinal changes across arms were analyzed using linear mixed regression. Results Treatment to dialysate sodium 135 versus 138 mEq/L was not associated with a difference in a change in the rate of IDH (mean change [95% confidence interval], 2.8 [0.8 to 9.5] versus 2.7 [1.1 to 6.2] events per 100 treatments per month); ratio of slopes 0.96 (0.26 to 3.61) or emergency room visits/hospitalizations (7.3 [2.3 to 12.4] versus 6.7 [2.9 to 10.6] events per 100 patient-months); difference 0.6 (−6.9 to 5.8). Symptom score was unchanged in the 135 mEq/L arm (0.7 [−1.4 to 2.7]) and decreased in the 138 mEq/L arm ([5.0 to 8.5 to 2.0]; difference 6.0 [2.1 to 9.8]). Interdialytic weight gain declined in the 135 mEq/L arm and was unchanged in the 138 mEq/L arm (−0.3 [−0.5 to 0.0] versus 0.3 [0.0 to 0.6] kg over 6 months; difference [−0.6 (−0.1 to −1.0)] kg). In the extension phase, raising dialysate sodium concentration from 135 to 140 mEq/L was associated with an increase in interdialytic weight gain (0.2 [0.1 to 0.3] kg) and predialysis BP (7.0 [4.8 to 9.2]/3.9 [2.6 to 5.1] mm Hg) and a reduction in IDH (odds ratio, 0.66 [0.45 to 0.97]). Conclusions Use of a dialysate sodium concentration of 135 as compared with 138 mEq/L was associated with a small reduction in interdialytic weight gain without affecting IDH or predialysis BP, but with an increase in symptoms. Raising dialysate sodium concentration from 135 to 140 mEq/L was associated with a reduction in IDH, small increase in interdialytic weight gain, and marked increase in predialysis BP. Clinical Trial registration number NCT03144817 .
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Affiliation(s)
- Dana C. Miskulin
- Division of Nephrology, Tufts Medical Center, Boston, Massachusetts
| | - Hocine Tighiouart
- Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, Massachusetts
- Tufts Clinical and Translational Science Institute, Tufts University, Boston, Massachusetts
| | - Caroline M. Hsu
- Division of Nephrology, Tufts Medical Center, Boston, Massachusetts
| | - Daniel E. Weiner
- Division of Nephrology, Tufts Medical Center, Boston, Massachusetts
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Pinter J, Smyth B, Stuard S, Jardine M, Wanner C, Rossignol P, Wheeler DC, Marshall MR, Canaud B, Genser B. Effect of Dialysate and Plasma Sodium on Mortality in a Global Historical Hemodialysis Cohort. J Am Soc Nephrol 2024; 35:167-176. [PMID: 37967469 PMCID: PMC10843362 DOI: 10.1681/asn.0000000000000262] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 10/12/2023] [Indexed: 11/17/2023] Open
Abstract
SIGNIFICANCE STATEMENT This large observational cohort study aimed to investigate the relationship between dialysate and plasma sodium concentrations and mortality among maintenance hemodialysis patients. Using a large multinational cohort of 68,196 patients, we found that lower dialysate sodium concentrations (≤138 mmol/L) were independently associated with higher mortality compared with higher dialysate sodium concentrations (>138 mmol/L). The risk of death was lower among patients exposed to higher dialysate sodium concentrations, regardless of plasma sodium levels. These results challenge the prevailing assumption that lower dialysate sodium concentrations improve outcomes in hemodialysis patients. The study confirms that until robust evidence from randomized trials that are underway is available, nephrologists should remain cautious in reconsideration of dialysate sodium prescribing practices to optimize cardiovascular outcomes and reduce mortality in this population. BACKGROUND Excess mortality in hemodialysis (HD) patients is largely due to cardiovascular disease and is associated with abnormal fluid status and plasma sodium concentrations. Ultrafiltration facilitates the removal of fluid and sodium, whereas diffusive exchange of sodium plays a pivotal role in sodium removal and tonicity adjustment. Lower dialysate sodium may increase sodium removal at the expense of hypotonicity, reduced blood volume refilling, and intradialytic hypotension risk. Higher dialysate sodium preserves blood volume and hemodynamic stability but reduces sodium removal. In this retrospective cohort, we aimed to assess whether prescribing a dialysate sodium ≤138 mmol/L has an effect on survival outcomes compared with dialysate sodium >138 mmol/L after adjusting for plasma sodium concentration. METHODS The study population included incident HD patients from 875 Fresenius Medical Care Nephrocare clinics in 25 countries between 2010 and 2019. Baseline dialysate sodium (≤138 or >138 mmol/L) and plasma sodium (<135, 135-142, >142 mmol/L) concentrations defined exposure status. We used multivariable Cox regression model stratified by country to model the association between time-varying dialysate and plasma sodium exposure and all-cause mortality, adjusted for demographic and treatment variables, including bioimpedance measures of fluid status. RESULTS In 2,123,957 patient-months from 68,196 incident HD patients with on average three HD sessions per week dialysate sodium of 138 mmol/L was prescribed in 63.2%, 139 mmol/L in 15.8%, 140 mmol/L in 20.7%, and other concentrations in 0.4% of patients. Most clinical centers (78.6%) used a standardized concentration. During a median follow-up of 40 months, one third of patients ( n =21,644) died. Dialysate sodium ≤138 mmol/L was associated with higher mortality (multivariate hazard ratio for the total population (1.57, 95% confidence interval, 1.25 to 1.98), adjusted for plasma sodium concentrations and other confounding variables. Subgroup analysis did not show any evidence of effect modification by plasma sodium concentrations or other patient-specific variables. CONCLUSIONS These observational findings stress the need for randomized evidence to reliably define optimal standard dialysate sodium prescribing practices.
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Affiliation(s)
- Jule Pinter
- Department of Medicine, Division of Nephrology, University Hospital Würzburg, Würzburg, Germany
| | - Brendan Smyth
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, Australia
- Department of Renal Medicine, St George Hospital, Sydney, Australia
| | - Stefano Stuard
- Global Medical Office, FMC Germany, Bad Homburg, Germany
| | - Meg Jardine
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, Australia
- Concord Repatriation General Hospital, Sydney, Australia
| | - Christoph Wanner
- Department of Medicine, Division of Nephrology, University Hospital Würzburg, Würzburg, Germany
- Department of Clinical Research and Epidemiology, Renal Research Unit, Comprehensive Heart Failure Center, Wuerzburg, Germany
| | - Patrick Rossignol
- Université de Lorraine, Centre d’Investigations Cliniques-Plurithématique 1433 CHRU de Nancy, U1116 Inserm and F-CRIN INI-CRCT (Cardiovascular and Renal Clinical Trialists), Nancy, France
- Princess Grace Hospital, and Monaco Private Hemodialysis Centre, Monaco
| | - David C. Wheeler
- Department of Renal Medicine, University College London, London, United Kingdom
| | | | | | - Bernd Genser
- High5Data GmbH, Heidelberg, Germany
- Department of General Medicine, Center for Preventive Medicine & Digital Health, Mannheim Medical Faculty, Ruprecht Karls University Heidelberg, Heidelberg, Germany
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Smyth B, Krishnasamy R, Jardine M. Are Observational Reports on the Association of Dialysate Sodium with Mortality Enough to Change Practice? Perspective from the RESOLVE Study Team. J Am Soc Nephrol 2024; 35:229-231. [PMID: 38096088 PMCID: PMC10843180 DOI: 10.1681/asn.0000000000000289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2024] Open
Affiliation(s)
- Brendan Smyth
- NHMRC Clinical Trials Centre, Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales, Australia
- Department of Renal Medicine, St George Hospital, Kogarah, New South Wales, Australia
| | - Rathika Krishnasamy
- Department of Nephrology, Sunshine Coast University Hospital, Birtinya, Queensland, Australia
- Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Meg Jardine
- NHMRC Clinical Trials Centre, Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales, Australia
- Department of Renal Medicine, Concord Repatriation General Hospital, Concord, New South Wales, Australia
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Dilaver RG, Ikizler TA. Personalizing electrolytes in the dialysis prescription: what, why and how? Clin Kidney J 2024; 17:sfad210. [PMID: 38186873 PMCID: PMC10768751 DOI: 10.1093/ckj/sfad210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Indexed: 01/09/2024] Open
Abstract
Maintenance hemodialysis patients suffer from multiple comorbidities and treatment-related complications. A personalized approach to hemodialysis prescription could reduce some of these burdens by preventing complications such as excessive changes in blood pressure, arrhythmias, post-dialysis fatigue and decreased quality of life. A patient-centered approach to dialysate electrolyte concentrations represents one such opportunity. In addition to modifications in dialysate electrolyte concentrations, consideration of individual factors such as patients' serum concentrations, medication profiles, nutritional status and comorbidities is critical to tailoring hemodialysis prescriptions to optimize patient outcomes. The development of personalized dialysis treatment depends on the collection of comprehensive patient data, advances in technology, resource allocation and patient involvement in decision-making. This review discusses how the treatment of maintenance hemodialysis patients could benefit from individualized changes in certain dialysis fluid components.
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Affiliation(s)
- R Gulsah Dilaver
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - T Alp Ikizler
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
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Causland FRM, Ravi KS, Curtis KA, Kibbelaar ZA, Short SAP, Singh AT, Correa S, Waikar SS. A randomized controlled trial of two dialysate sodium concentrations in hospitalized hemodialysis patients. Nephrol Dial Transplant 2022; 37:1340-1347. [PMID: 34792161 PMCID: PMC9217525 DOI: 10.1093/ndt/gfab329] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Several large dialysis organizations have lowered the dialysate sodium concentration (DNa) in an effort to ameliorate hypervolemia. The implications of lower DNa on intra-dialytic hypotension (IDH) during hospitalizations of hemodialysis (HD) patients is unclear. METHODS In this double-blind, single center, randomized controlled trial (RCT), hospitalized maintenance HD patients were randomized to receive higher (142 mmol/L) or lower (138 mmol/L) DNa for up to six sessions. Blood pressure (BP) was measured in a standardized fashion pre-HD, post-HD and every 15 min during HD. The endpoints were: (i) the average decline in systolic BP (pre-HD minus lowest intra-HD, primary endpoint) and (ii) the proportion of total sessions complicated by IDH (drop of ≥20 mmHg from the pre-HD systolic BP, secondary endpoint). RESULTS A total of 139 patients completed the trial, contributing 311 study visits. There were no significant differences in the average systolic blood pressure (SBP) decline between the higher and lower DNa groups (23 ± 16 versus 26 ± 16 mmHg; P = 0.57). The proportion of total sessions complicated by IDH was similar in the higher DNa group, compared with the lower DNa group [54% versus 59%; odds ratio 0.72; 95% confidence interval (95% CI) 0.36-1.44; P = 0.35]. In post hoc analyses adjusting for imbalances in baseline characteristics, higher DNa was associated with 8 mmHg (95% CI 2-13 mmHg) less decline in SBP, compared with lower DNa. Patient symptoms and adverse events were similar between the groups. CONCLUSIONS In this RCT for hospitalized maintenance of HD patients, we found no difference in the absolute SBP decline between those who received higher versus lower DNa in intention-to-treat analyses. Post hoc adjusted analyses suggested a lower risk of IDH with higher DNa; thus, larger, multi-center studies to confirm these findings are warranted.
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Affiliation(s)
- Finnian R Mc Causland
- Renal Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Katherine Scovner Ravi
- Renal Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Katherine A Curtis
- Renal Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Zoé A Kibbelaar
- Renal Section, Boston Medical Center, Boston, MA, USA
- Boston University School of Medicine, Boston, MA, USA
| | - Samuel A P Short
- Larner College of Medicine, University of Vermont, Burlington, VT, USA
| | - Anika T Singh
- Renal Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Simon Correa
- Renal Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Sushrut S Waikar
- Renal Section, Boston Medical Center, Boston, MA, USA
- Boston University School of Medicine, Boston, MA, USA
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