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Goldstein CE, Taljaard M, Dixon SN, Weijer C. Navigating the consent river: questions to consider before waiving consent requirements in pragmatic cluster randomised trials. JOURNAL OF MEDICAL ETHICS 2024:jme-2024-110392. [PMID: 39694799 DOI: 10.1136/jme-2024-110392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Accepted: 11/30/2024] [Indexed: 12/20/2024]
Abstract
The robust design and conduct of pragmatic cluster randomised trials may be in tension with the ethical requirement to obtain written informed consent from prospective research participants. In our experience, researchers tend to focus on whether a waiver of consent is appropriate for their studies. However, pragmatic cluster randomised trials raise other important questions that have direct implications for determining when an alteration or waiver of consent is permissible. To assist those involved in the design, conduct and review of pragmatic cluster randomised trials, we outline four critical questions to consider: (1) What is the nature of the intervention being evaluated? (2) Is the choice to use cluster randomisation justified? (3) Can the risk of recruitment bias be addressed? and (4) Is an alteration or waiver of consent appropriately justified? We recommend that researchers and research ethics committees conduct a stepwise analysis of a planned cluster randomised trial using these questions. To illustrate the application of this stepwise analysis, we use three pragmatic cluster randomised trials in the haemodialysis setting as case studies.
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Affiliation(s)
- Cory E Goldstein
- Methodological and Implementation Research Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
| | - Monica Taljaard
- Methodological and Implementation Research Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
| | - Stephanie N Dixon
- London Health Sciences Centre, London, Ontario, Canada
- Department of Epidemiology and Biostatistics, Western University, London, Ontario, Canada
| | - Charles Weijer
- Department of Epidemiology and Biostatistics, Western University, London, Ontario, Canada
- Department of Medicine, Western University, London, Ontario, Canada
- Department of Philosophy, Western University, London, Ontario, Canada
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Johal N, Sharma R, Belcher J, Coyle D, Lindley EJ, Keane D, Caskey FJ, Dasgupta I, Davenport A, Farrington K, Mitra S, Ormandy P, Wilkie M, Macdonald J, Solis-Trapala I, Sim J, Davies SJ. Centre-level fluid management practices in the BISTRO trial and their lack of association with participant fluid status and blood pressure in non-anuric haemodialysis patients. BMC Nephrol 2024; 25:398. [PMID: 39506729 PMCID: PMC11542461 DOI: 10.1186/s12882-024-03837-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Accepted: 10/24/2024] [Indexed: 11/08/2024] Open
Abstract
INTRODUCTION Fluid assessment and management is a key aspect of good dialysis care and is affected by patient-level characteristics and potentially centre-level practices. In this secondary analysis of the BISTRO trial we wished to establish whether centre-level practices with the potential to affect fluid status were stable over the course of the trial and explore if they had any residual associations with participant's fluid status. METHODS Two surveys (S) of fluid management practices were conducted in 32 participating centres during the trial, (S1: 2017-18 and S2: 2021-22). Domains interrogated included: dialysate sodium concentration, (D-[Na+]), fluid and salt intake, residual kidney function, use of diuretics, incremental start, approaches to fluid assessment, management and dialysate temperature, (D-oC). Associations of these practices with the closeness of the participant's post-dialysis target weight to their normally hydrated weight, pre- and post-dialysis systolic (SBP) and diastolic blood pressure, (DBP), were analysed using intra-class correlations and multilevel modelling with adjustment for visit, age, sex and comorbidity burden. RESULTS Variations in centre practices were reported but did not change during the trial, apart from some relaxation in salt and fluid restriction in S2. For our measures of fluid status, measured 2501 times in 439 non-anuric incident haemodialysis patients, centre-level intraclass correlations were extremely low, whereas patient-level correlations ranged between 0.12 and 0.47, strongest for pre- and post-dialysis-SBP, less so for post-dialysis-DBP. Multi-level analysis found no associations between D-[Na+], or assessment methods of fluid status. In S2, one centre, routinely using a D-Co of 35°C had more divergence between the target and normally hydrated weight, but this was not observed in S1, and no other associations were found. CONCLUSIONS Centre-level fluid management practices were stable over the course of the BISTRO trial, and in contrast to patient-level factors, no centre-level associations were detected with fluid status or blood pressure. This may be because the trial imposed a standardised approach to fluid assessment in all trial participants who at least initially had residual kidney function, potentially over-riding the effects of other centre practices. Survey responses revealed substantial scope for developing and evaluating standardised protocols to optimise fluid management.
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Affiliation(s)
- Neena Johal
- School of Medicine, Faculty of Medicine and Health Sciences, David Weatherall Building, Keele University, Keele, Staffordshire, ST5 5BG, UK
| | - Radha Sharma
- School of Medicine, Faculty of Medicine and Health Sciences, David Weatherall Building, Keele University, Keele, Staffordshire, ST5 5BG, UK
| | - John Belcher
- School of Medicine, Faculty of Medicine and Health Sciences, David Weatherall Building, Keele University, Keele, Staffordshire, ST5 5BG, UK
| | - David Coyle
- NIHR Devices for Dignity, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | | | - David Keane
- CÚRAM SFI Research Centre for Medical Devices, University of Galway, Galway, Ireland
| | - Fergus J Caskey
- Population Health Sciences, University of Bristol, Bristol, UK
| | - Indranil Dasgupta
- Renal Medicine, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Andrew Davenport
- UCL Department of Renal Medicine, Royal Free Hampstead NHS Trust, University College, London, UK
| | - Ken Farrington
- Renal Medicine, East & North Hertfordshire NHS Trust, Hertfordshire, UK
| | - Sandip Mitra
- Manchester Academic Health Sciences Centre (MAHSC), University Hospital Manchester, Manchester, UK
| | - Paula Ormandy
- School of Health and Society, University of Salford, Manchester, UK
| | - Martin Wilkie
- Renal Medicine, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Jamie Macdonald
- Institute of Applied Human Physiology, Bangor University, Bangor, North Wales, UK
| | - Ivonne Solis-Trapala
- School of Medicine, Faculty of Medicine and Health Sciences, David Weatherall Building, Keele University, Keele, Staffordshire, ST5 5BG, UK
| | - Julius Sim
- School of Medicine, Faculty of Medicine and Health Sciences, David Weatherall Building, Keele University, Keele, Staffordshire, ST5 5BG, UK
| | - Simon J Davies
- School of Medicine, Faculty of Medicine and Health Sciences, David Weatherall Building, Keele University, Keele, Staffordshire, ST5 5BG, UK.
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Kubesch N, Gaitonde S, Petriti U, Bakker E, Basu S, Birks LE, Aubrun E, de Vries ST, Schneider R. Use cases of registry-based randomized controlled trials-A review of the registries' contributions and constraints. Clin Transl Sci 2024; 17:e70072. [PMID: 39558508 PMCID: PMC11573736 DOI: 10.1111/cts.70072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 10/22/2024] [Accepted: 10/31/2024] [Indexed: 11/20/2024] Open
Abstract
Registry-based randomized controlled trials (RRCTs) can combine the advantages of registries with those of randomization. This review aimed to expand the current knowledge on RRCT utilization and implementation by providing a comprehensive overview of RRCT use cases. A targeted literature search was conducted through July 2023 to identify articles on RRCTs. Information regarding the RRCT characteristics, their utilization, and the registries' contributions and the constraints faced was extracted. Descriptive statistics were used. We identified 102 RRCTs in 110 publications. RRCTs were mostly performed for the assessment of medical devices or surgical/clinical procedures (n = 45), followed by drugs (n = 30). More than half of the RRCTs were conducted in the Nordic countries (n = 58) and the most used registry types were health service registries/administrative health data (n = 63), followed by disease registries (n = 46). Approximately half of the RRCTs (n = 53) utilized additional data sources aside from registry data. The contribution of a registry to the RRCT was mostly for data collection and study follow-up (n = 90-92), followed by patient recruitment (n = 56-61), and randomization (n = 28-38), with varying levels of transparency in reporting. We collated author-reported constraints related to the used registries into four overarching themes, that is, data availability and completeness, data quality, representativeness, and registry infrastructure and accessibility. This review shows that RRCTs are already used in different domains and geographic regions. Guidelines on structured and transparent reporting of RRCT methods and the optimal use are, however, needed to inform decision-making by health authorities and to reach their full potential.
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Affiliation(s)
| | - Sneha Gaitonde
- Novartis Pharmaceuticals CorporationEast HanoverNew JerseyUSA
- Rutgers University Ernest Mario School of PharmacyPiscatawayNew JerseyUSA
| | - Uarda Petriti
- Cognizant Technology SolutionsAmsterdamThe Netherlands
| | - Elisabeth Bakker
- Department of Clinical Pharmacy and PharmacologyUniversity Medical Centre Groningen, University of GroningenGroningenThe Netherlands
| | - Swati Basu
- Novartis Pharmaceuticals CorporationEast HanoverNew JerseyUSA
| | | | | | - Sieta T. de Vries
- Department of Clinical Pharmacy and PharmacologyUniversity Medical Centre Groningen, University of GroningenGroningenThe Netherlands
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Goldstein CE, Taljaard M, Nicholls SG, Beaucage M, Brehaut J, Cook CL, Cote BB, Craig JC, Dixon SN, Du Toit J, Du Val CCS, Garg AX, Grimshaw JM, Kalatharan S, Kim SYH, Kinsella A, Luyckx V, Weijer C. The Ottawa Statement implementation guidance document for cluster randomized trials in the hemodialysis setting. Kidney Int 2024; 105:898-911. [PMID: 38642985 DOI: 10.1016/j.kint.2024.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 02/06/2024] [Accepted: 03/04/2024] [Indexed: 04/22/2024]
Abstract
Research teams are increasingly interested in using cluster randomized trial (CRT) designs to generate practice-guiding evidence for in-center maintenance hemodialysis. However, CRTs raise complex ethical issues. The Ottawa Statement on the Ethical Design and Conduct of Cluster Randomized Trials, published in 2012, provides 15 recommendations to address ethical issues arising within 7 domains: justifying the CRT design, research ethics committee review, identifying research participants, obtaining informed consent, gatekeepers, assessing benefits and harms, and protecting vulnerable participants. But applying the Ottawa Statement recommendations to CRTs in the hemodialysis setting is complicated by the unique features of the setting and population. Here, with the help of content experts and patient partners, we co-developed this implementation guidance document to provide research teams, research ethics committees, and other stakeholders with detailed guidance on how to apply the Ottawa Statement recommendations to CRTs in the hemodialysis setting, the result of a 4-year research project. Thus, our work demonstrates how the voices of patients, caregivers, and all stakeholders may be included in the development of research ethics guidance.
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Affiliation(s)
- Cory E Goldstein
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada; School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada.
| | - Monica Taljaard
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada; School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
| | - Stuart G Nicholls
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada; Office for Patient Engagement in Research Activities, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Mary Beaucage
- CanSOLVE CKD Network, Vancouver, British Columbia, Canada; Canadian Donation and Transplantation Research Program, Edmonton, Alberta, Canada
| | - Jamie Brehaut
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada; School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
| | - Charles L Cook
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Brenden B Cote
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Jonathan C Craig
- College of Medicine and Public Health, Flinders University, Adelaide, South Australia, Australia
| | - Stephanie N Dixon
- Lawson Research Institute and London Health Sciences Centre, London, Ontario, Canada; ICES, Burnaby, British Columbia, Canada; Department of Epidemiology and Biostatistics, Western University, London, Ontario, Canada
| | - Jessica Du Toit
- Department of Philosophy, Western University, London, Ontario, Canada
| | - Catherine C S Du Val
- Lawson Research Institute and London Health Sciences Centre, London, Ontario, Canada
| | - Amit X Garg
- Lawson Research Institute and London Health Sciences Centre, London, Ontario, Canada; ICES, Burnaby, British Columbia, Canada; Department of Epidemiology and Biostatistics, Western University, London, Ontario, Canada; Department of Medicine, Western University, London, Ontario, Canada; Department of Research Methods, Evidence and Uptake, McMaster University, Hamilton, Ontario, Canada
| | - Jeremy M Grimshaw
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada; School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada; Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Shasikara Kalatharan
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Scott Y H Kim
- Department of Bioethics, Clinical Center, National Institutes of Health, Bethesda, Maryland, USA
| | - Austin Kinsella
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Valerie Luyckx
- Renal Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA; Department of Paediatrics and Child Health, University of Cape Town, Cape Town, South Africa; Department of Public and Global Health, Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland
| | - Charles Weijer
- Department of Epidemiology and Biostatistics, Western University, London, Ontario, Canada; Department of Philosophy, Western University, London, Ontario, Canada; Department of Medicine, Western University, London, Ontario, Canada
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McIntyre CW. Update on Hemodialysis-Induced Multiorgan Ischemia: Brains and Beyond. J Am Soc Nephrol 2024; 35:653-664. [PMID: 38273436 PMCID: PMC11149050 DOI: 10.1681/asn.0000000000000299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 12/17/2023] [Indexed: 01/27/2024] Open
Abstract
Hemodialysis is a life-saving treatment for patients with kidney failure. However, patients requiring hemodialysis have a 10-20 times higher risk of cardiovascular morbidity and mortality than that of the general population. Patients encounter complications such as episodic intradialytic hypotension, abnormal perfusion to critical organs (heart, brain, liver, and kidney), and damage to vulnerable vascular beds. Recurrent conventional hemodialysis exposes patients to multiple episodes of circulatory stress, exacerbating and being aggravated by microvascular endothelial dysfunction. This promulgates progressive injury that leads to irreversible multiorgan injury and the well-documented higher incidence of cardiovascular disease and premature death. This review aims to examine the underlying pathophysiology of hemodialysis-related vascular injury and consider a range of therapeutic approaches to improving outcomes set within this evolved rubric..
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Affiliation(s)
- Christopher W McIntyre
- Lilibeth Caberto Kidney Clinical Research Unit, Lawson Health Research Institute, London, Ontario, Canada, and Departments of Medicine, Medical Biophysics and Pediatrics, Western University, London, Ontario, Canada
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Freedman SB, Schnadower D, Estes M, Casper TC, Goldstein SL, Grisaru S, Pavia AT, Wilfond BS, Metheney M, Kimball K, Tarr PI. Hyperhydration to Improve Kidney Outcomes in Children with Shiga Toxin-Producing E. coli Infection: a multinational embedded cluster crossover randomized trial (the HIKO STEC trial). Trials 2023; 24:359. [PMID: 37245030 DOI: 10.1186/s13063-023-07379-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 05/16/2023] [Indexed: 05/29/2023] Open
Abstract
BACKGROUND Shiga toxin-producing E. coli (STEC) infections affect children and adults worldwide, and treatment remain solely supportive. Up to 15-20% of children infected by high-risk STEC (i.e., E. coli that produce Shiga toxin 2) develop hemolytic anemia, thrombocytopenia, and kidney failure (i.e., hemolytic uremic syndrome (HUS)), over half of whom require acute dialysis and 3% die. Although no therapy is widely accepted as being able to prevent the development of HUS and its complications, several observational studies suggest that intravascular volume expansion (hyperhydration) may prevent end organ damage. A randomized trial is needed to confirm or refute this hypothesis. METHODS We will conduct a pragmatic, embedded, cluster-randomized, crossover trial in 26 pediatric institutions to determine if hyperhydration, compared to conservative fluid management, improves outcomes in 1040 children with high-risk STEC infections. The primary outcome is major adverse kidney events within 30 days (MAKE30), a composite measure that includes death, initiation of new renal replacement therapy, or persistent kidney dysfunction. Secondary outcomes include life-threatening, extrarenal complications, and development of HUS. Pathway eligible children will be treated per institutional allocation to each pathway. In the hyperhydration pathway, all eligible children are hospitalized and administered 200% maintenance balanced crystalloid fluids up to targets of 10% weight gain and 20% reduction in hematocrit. Sites in the conservative fluid management pathway manage children as in- or outpatients, based on clinician preference, with the pathway focused on close laboratory monitoring, and maintenance of euvolemia. Based on historical data, we estimate that 10% of children in our conservative fluid management pathway will experience the primary outcome. With 26 clusters enrolling a mean of 40 patients each with an intraclass correlation coefficient of 0.11, we will have 90% power to detect a 5% absolute risk reduction. DISCUSSION HUS is a devastating illness with no treatment options. This pragmatic study will determine if hyperhydration can reduce morbidity associated with HUS in children with high-risk STEC infection. TRIAL REGISTRATION ClinicalTrials.gov NCT05219110 . Registered on February 1, 2022.
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Affiliation(s)
- Stephen B Freedman
- Sections of Pediatric Emergency Medicine and Gastroenterology, Departments of Pediatrics and Emergency Medicine, Alberta Childrens Hospital, Alberta Childrens Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.
| | - David Schnadower
- Division of Emergency Medicine, Cincinnati Children, s Hospital Medical Center and Department of Pediatrics University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Myka Estes
- Departments of Pediatrics and Emergency Medicine, Alberta Children's Hospital, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - T Charles Casper
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Stuart L Goldstein
- Center for Acute Care Nephrology, Cincinnati Children, s Hospital Medical Center and Department of Pediatrics University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Silviu Grisaru
- Section of Nephrology, Department of Pediatrics, Alberta Children, s Hospital, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Andrew T Pavia
- Division of Pediatric Infectious Diseases, Department of Pediatrics and Internal Medicine, University of Utah, Salt Lake City, UT, USA
| | - Benjamin S Wilfond
- Divisions of Bioethics and Palliative Care and Pulmonary and Sleep Medicine, Department of Pediatrics and Department of Bioethics and Humanities, University of Washington School of Medicine, Seattle, WA, USA
| | - Melissa Metheney
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Kadyn Kimball
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Phillip I Tarr
- Division of Gastroenterology, Hepatology, & Nutrition, Department of Pediatrics, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
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Al-Jaishi AA, Jeyakumar N, Kang Y, De Chickera S, Dixon SN, Luo B, Sontrop J, Walsh M, Tonelli M, Garg AX. Health Services Use and Outcomes for Hospital Admissions With a Major Cardiovascular Event Recorded in Health Care Administrative Data in Patients Receiving Maintenance Hemodialysis: A Retrospective Cohort Study. Can J Kidney Health Dis 2023; 10:20543581231165708. [PMID: 37065967 PMCID: PMC10102938 DOI: 10.1177/20543581231165708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 02/19/2023] [Indexed: 04/18/2023] Open
Abstract
Background Administrative data are used in studies of hemodialysis care to report cardiovascular-related hospitalizations. Showing recorded events are associated with significant health care resource use and poor outcomes would confirm that administrative data algorithms identify clinically meaningful events. Objective The objective of this study was to describe the 30-day health service use and outcomes when a hospital admission with myocardial infarction, congestive heart failure, or ischemic stroke is recorded in administrative databases. Design This is a retrospective review of linked administrative data. Patients and Setting Patients receiving maintenance in-center hemodialysis in Ontario, Canada, between April 1, 2013, and March 31, 2017, were included. Measurements Records from linked health care databases at ICES in Ontario, Canada were considered. We identified hospital admission with the most responsible diagnosis recorded as myocardial infarction, congestive heart failure, or ischemic stroke. We then assessed the frequency of common tests, procedures, consultations, post-discharge outpatient drug prescriptions, and outcomes within 30 days following the hospital admission. Methods We used descriptive statistics to summarize results using counts and percentages for categorical variables and means with standard deviations or medians with quartile ranges for continuous variables. Results There were 14 368 patients who received maintenance hemodialysis between April 1, 2013, and March 31, 2017. The number of events per 1000 person-years was 33.5 for hospital admissions with myocardial infarction, 34.2 for congestive heart failure, and 12.9 for ischemic stroke. The median (25th, 75th percentile) duration of hospital stay was 5 (3-10) days for myocardial infarction, 4 (2-8) days for congestive heart failure, and 9 (4-18) days for ischemic stroke. The chance of death within 30 days was 21% for myocardial infarction, 11% for congestive heart failure, and 19% for ischemic stroke. Limitations Events, procedures, and tests recorded in administrative data can be misclassified compared with medical charts. Conclusions In patients receiving maintenance hemodialysis, hospital admissions of major cardiovascular events routinely recorded in health administrative databases are associated with significant use of health service resources and poor health outcomes.
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Affiliation(s)
- Ahmed A. Al-Jaishi
- Clinical Epidemiology Program, Ottawa
Hospital Research Institute, University of Ottawa, Ottawa, Ontario, Canada
- Lawson Health Research Institute and
London Health Sciences Centre, London, Ontario, Canada
| | | | | | - Sonali De Chickera
- Division of Nephrology, Department of
Medicine, London Health Sciences Centre, London, Ontario, Canada
| | - Stephanie N. Dixon
- Lawson Health Research Institute and
London Health Sciences Centre, London, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Department of Medicine, Epidemiology
and Biostatistics, Western University, London, Ontario, Canada
| | - Bin Luo
- ICES, Toronto, Ontario, Canada
| | - Jessica Sontrop
- Lawson Health Research Institute and
London Health Sciences Centre, London, Ontario, Canada
- ICES, Toronto, Ontario, Canada
| | - Michael Walsh
- Departments of Medicine and Health
Research Methods, Evidence & Impact, McMaster University, Hamilton, Ontario,
Canada
- Population Health Research Institute,
McMaster University / Hamilton Health Sciences, Hamilton, Ontario, Canada
| | - Marcello Tonelli
- Division of Nephrology, Department of
Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Amit X. Garg
- Lawson Health Research Institute and
London Health Sciences Centre, London, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Division of Nephrology, Department of
Medicine, London Health Sciences Centre, London, Ontario, Canada
- Department of Medicine, Epidemiology
and Biostatistics, Western University, London, Ontario, Canada
- Amit X. Garg, ICES, 800 Commissioners Road
East, ELL-215, London, Ontario, Canada N6A 5W9.
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Garg AX, Al-Jaishi AA, Dixon SN, Sontrop JM, Anderson SJ, Bagga A, Benjamin DS, Berry WAD, Blake PG, Chambers LC, Chan PCK, Delbrouck NF, Devereaux PJ, Goluch RJ, Gregor LH, Grimshaw JM, Hanson GJ, Illiescu EA, Jain AK, Killin L, Lok CE, Luo B, Mustafa RA, Nathoo BC, Nesrallah GE, Oliver MJ, Pandeya S, Parmar MS, Perkins DN, Presseau J, Rabin EZ, Sasal JT, Shulman TS, Smith DM, Sood M, Steele AW, Tam PYW, Tascona DJ, Wadehra DB, Wald R, Walsh M, Watson PA, Wodchis WP, Zager PG, Zwarenstein M, McIntyre CW. Personalised cooler dialysate for patients receiving maintenance haemodialysis (MyTEMP): a pragmatic, cluster-randomised trial. Lancet 2022; 400:1693-1703. [PMID: 36343653 DOI: 10.1016/s0140-6736(22)01805-0] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 09/08/2022] [Accepted: 09/09/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND Haemodialysis centres have conventionally provided maintenance haemodialysis using a standard dialysate temperature (eg, 36·5°C) for all patients. Many centres now use cooler dialysate (eg, 36·0°C or lower) for potential cardiovascular benefits. We aimed to assess whether personalised cooler dialysate, implemented as centre-wide policy, reduced the risk of cardiovascular-related death or hospital admission compared with standard temperature dialysate. METHODS MyTEMP was a pragmatic, two-arm, parallel-group, registry-based, open-label, cluster-randomised, superiority trial done at haemodialysis centres in Ontario, Canada. Eligible centres provided maintenance haemodialysis to at least 15 patients a week, and the medical director of each centre had to confirm that their centre would deliver the assigned intervention. Using covariate-constrained randomisation, we allocated 84 centres (1:1) to use either personalised cooler dialysate (nurses set the dialysate temperature 0·5-0·9°C below each patient's measured pre-dialysis body temperature, with a lowest recommended dialysate temperature of 35·5°C), or standard temperature dialysate (36·5°C for all patients and treatments). Patients and health-care providers were not masked to the group assignment; however, the primary outcome was recorded in provincial databases by medical coders who were unaware of the trial or the centres' group assignment. The primary composite outcome was cardiovascular-related death or hospital admission with myocardial infarction, ischaemic stroke, or congestive heart failure during the 4-year trial period. Analysis was by intention to treat. The study is registered at ClinicalTrials.gov, NCT02628366. FINDINGS We assessed all of Ontario's 97 centres for inclusion into the study. Nine centres had less than 15 patients and one director requested that four of their seven centres not participate. 84 centres were recruited and on Feb 1, 2017, these centres were randomly assigned to administer personalised cooler dialysate (42 centres) or standard temperature dialysate (42 centres). The intervention period was from April 3, 2017, to March 31, 2021, and during this time the trial centres provided outpatient maintenance haemodialysis to 15 413 patients (about 4·3 million haemodialysis treatments). The mean dialysate temperature was 35·8°C in the cooler dialysate group and 36·4°C in the standard temperature group. The primary outcome occurred in 1711 (21·4%) of 8000 patients in the cooler dialysate group versus 1658 (22·4%) of 7413 patients in the standard temperature group (adjusted hazard ratio 1·00, 96% CI 0·89 to 1·11; p=0·93). The mean drop in intradialytic systolic blood pressure was 26·6 mm Hg in the cooler dialysate group and 27·1 mm Hg in the standard temperature group (mean difference -0·5 mm Hg, 99% CI -1·4 to 0·4; p=0·14). INTERPRETATION Centre-wide delivery of personalised cooler dialysate did not significantly reduce the risk of major cardiovascular events compared with standard temperature dialysate. The rising popularity of cooler dialysate is called into question by this study, and the risks and benefits of cooler dialysate in some patient populations should be clarified in future trials. FUNDING Canadian Institutes of Health Research, Heart and Stroke Foundation of Canada, Ontario Renal Network, Ontario Strategy for Patient-Oriented Research Support Unit, Dialysis Clinic, Inc., ICES (formerly known as the Institute for Clinical Evaluative Sciences), Lawson Health Research Institute, and Western University.
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Using a Human Circulation Mathematical Model to Simulate the Effects of Hemodialysis and Therapeutic Hypothermia. APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app12010307] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Background: We developed a hemodynamic mathematical model of human circulation coupled to a virtual hemodialyzer. The model was used to explore mechanisms underlying our clinical observations involving hemodialysis. Methods: The model consists of whole body human circulation, baroreflex feedback control, and a hemodialyzer. Four model populations encompassing baseline, dialysed, therapeutic hypothermia treated, and simultaneous dialysed with hypothermia were generated. In all populations atrial fibrillation and renal failure as co-morbidities, and exercise as a treatment were simulated. Clinically relevant measurables were used to quantify the effects of each in silico experiment. Sensitivity analysis was used to uncover the most relevant parameters. Results: Relative to baseline, the modelled dialysis increased the population mean diastolic blood pressure by 5%, large vessel wall shear stress by 6%, and heart rate by 20%. Therapeutic hypothermia increased systolic blood pressure by 3%, reduced large vessel shear stress by 15%, and did not affect heart rate. Therapeutic hypothermia reduced wall shear stress by 15% in the aorta and 6% in the kidneys, suggesting a potential anti-inflammatory benefit. Therapeutic hypothermia reduced cardiac output under atrial fibrillation by 12% and under renal failure by 20%. Therapeutic hypothermia and exercise did not affect dialyser function, but increased water removal by approximately 40%. Conclusions: This study illuminates some mechanisms of the action of therapeutic hypothermia. It also suggests clinical measurables that may be used as surrogates to diagnose underlying diseases such as atrial fibrillation.
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10
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Crowe K, Quinn TJ, Mark PB, Findlay MD. "Is It Removed During Dialysis?"-Cognitive Dysfunction in Advanced Kidney Failure-A Review Article. Front Neurol 2021; 12:787370. [PMID: 34925220 PMCID: PMC8674209 DOI: 10.3389/fneur.2021.787370] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 11/08/2021] [Indexed: 12/02/2022] Open
Abstract
Cognitive impairment is independently associated with kidney disease and increases in prevalence with declining kidney function. At the stage where kidney replacement therapy is required, with dialysis or transplantation, cognitive impairment is up to three times more common, and can present at a younger age. This is not a new phenomenon. The cognitive interactions of kidney disease are long recognized from historical accounts of uremic encephalopathy and so-called "dialysis dementia" to the more recent recognition of cognitive impairment in those undergoing kidney replacement therapy (KRT). The understanding of cognitive impairment as an extra-renal complication of kidney failure and effect of its treatments is a rapidly developing area of renal medicine. Multiple proposed mechanisms contribute to this burden. Advanced vascular aging, significant multi-morbidity, mood disorders, and sleep dysregulation are common in addition to the disease-specific effects of uremic toxins, chronic inflammation, and the effect of dialysis itself. The impact of cognitive impairment on people living with kidney disease is vast ranging from increased hospitalization and mortality to decreased quality of life and altered decision making. Assessment of cognition in patients attending for renal care could have benefits. However, in the context of a busy clinical service, a pragmatic approach to assessing cognitive function is necessary and requires consideration of the purpose of testing and resources available. Limited evidence exists to support treatments to mitigate the degree of cognitive impairment observed, but promising interventions include physical or cognitive exercise, alteration to the dialysis treatment and kidney transplantation. In this review we present the history of cognitive impairment in those with kidney failure, and the current understanding of the mechanisms, effects, and implications of impaired cognition. We provide a practical approach to clinical assessment and discuss evidence-supported treatments and future directions in this ever-expanding area which is pivotal to our patients' quality and quantity of life.
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Affiliation(s)
- Kirsty Crowe
- Glasgow Renal and Transplant Unit, Queen Elizabeth University Hospital, Glasgow, United Kingdom
| | - Terence J. Quinn
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Patrick B. Mark
- Glasgow Renal and Transplant Unit, Queen Elizabeth University Hospital, Glasgow, United Kingdom
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Mark D. Findlay
- Glasgow Renal and Transplant Unit, Queen Elizabeth University Hospital, Glasgow, United Kingdom
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11
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Cowan A, Garg AX, McArthur E, Muanda Tsobo F, Weir MA. Cardiovascular Safety of Metoclopramide Compared to Domperidone: A Population-Based Cohort Study. J Can Assoc Gastroenterol 2021; 4:e110-e119. [PMID: 34617008 PMCID: PMC8489520 DOI: 10.1093/jcag/gwaa041] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Accepted: 11/19/2020] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Metoclopramide and domperidone are common prokinetics used to alleviate gastrointestinal symptoms. However, both drugs may trigger ventricular arrhythmias. AIM We conducted this population-based study to compare the 30-day cardiovascular safety of metoclopramide versus domperidone in outpatient care. METHODS We used health care databases to identify a cohort of patients in Ontario, Canada newly dispensed metoclopramide or domperidone. Inverse probability of treatment weighting based on propensity scores was used to balance the baseline characteristics of the two groups. All outcomes were assessed in the 30 days following drug dispensing. The primary outcome was hospital encounter with ventricular arrhythmia. The secondary outcomes were hospital encounter with cardiac arrest, all-cause mortality and cardiovascular mortality. RESULTS We identified 196,544 patients, 19% of whom were prescribed metoclopramide. There was no difference in the risk of a hospital encounter with ventricular arrythmia (0.02% in both groups), or cardiac arrest (0.10% with metoclopramide and 0.08% with domperidone). However, 1.34% of patients died after starting metoclopramide compared to 0.52% of patients starting domperidone; weighted risk ratio 2.50 (95% confidence interval [CI] 2.13 to 3.03). Similarly, 0.42% of patients died of cardiovascular causes after starting metoclopramide compared to 0.19 % of patients starting domperidone; weighted risk ratio 2.00 (95% CI 1.44 to 2.77). CONCLUSION The 30-day risk for a hospital encounter with ventricular arrhythmia was low for both metoclopramide and domperidone, with no significant difference in the rate between the two drugs. The higher 30-day risk of death observed with metoclopramide compared with domperidone in this study has also been observed in other studies and warrants further investigation.
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Affiliation(s)
- Andrea Cowan
- Division of Nephrology, Department of Medicine, Western University, London, Ontario, Canada
| | - Amit X Garg
- Division of Nephrology, Department of Medicine, Western University, London, Ontario, Canada
- Department of Epidemiology and Biostatistics, Western University, London, Ontario, Canada
- ICES, London, Ontario, Canada
| | | | | | - Matthew A Weir
- Division of Nephrology, Department of Medicine, Western University, London, Ontario, Canada
- Department of Epidemiology and Biostatistics, Western University, London, Ontario, Canada
- ICES, London, Ontario, Canada
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12
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Al-Jaishi AA, Dixon SN, McArthur E, Devereaux PJ, Thabane L, Garg AX. Simple compared to covariate-constrained randomization methods in balancing baseline characteristics: a case study of randomly allocating 72 hemodialysis centers in a cluster trial. Trials 2021; 22:626. [PMID: 34526092 PMCID: PMC8444397 DOI: 10.1186/s13063-021-05590-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Accepted: 09/01/2021] [Indexed: 11/24/2022] Open
Abstract
Background and aim Some parallel-group cluster-randomized trials use covariate-constrained rather than simple randomization. This is done to increase the chance of balancing the groups on cluster- and patient-level baseline characteristics. This study assessed how well two covariate-constrained randomization methods balanced baseline characteristics compared with simple randomization. Methods We conducted a mock 3-year cluster-randomized trial, with no active intervention, that started April 1, 2014, and ended March 31, 2017. We included a total of 11,832 patients from 72 hemodialysis centers (clusters) in Ontario, Canada. We randomly allocated the 72 clusters into two groups in a 1:1 ratio on a single date using individual- and cluster-level data available until April 1, 2013. Initially, we generated 1000 allocation schemes using simple randomization. Then, as an alternative, we performed covariate-constrained randomization based on historical data from these centers. In one analysis, we restricted on a set of 11 individual-level prognostic variables; in the other, we restricted on principal components generated using 29 baseline historical variables. We created 300,000 different allocations for the covariate-constrained randomizations, and we restricted our analysis to the 30,000 best allocations based on the smallest sum of the penalized standardized differences. We then randomly sampled 1000 schemes from the 30,000 best allocations. We summarized our results with each randomization approach as the median (25th and 75th percentile) number of balanced baseline characteristics. There were 156 baseline characteristics, and a variable was balanced when the between-group standardized difference was ≤ 10%. Results The three randomization techniques had at least 125 of 156 balanced baseline characteristics in 90% of sampled allocations. The median number of balanced baseline characteristics using simple randomization was 147 (142, 150). The corresponding value for covariate-constrained randomization using 11 prognostic characteristics was 149 (146, 151), while for principal components, the value was 150 (147, 151). Conclusion In this setting with 72 clusters, constraining the randomization using historical information achieved better balance on baseline characteristics compared with simple randomization; however, the magnitude of benefit was modest. Supplementary Information The online version contains supplementary material available at 10.1186/s13063-021-05590-1.
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Affiliation(s)
- Ahmed A Al-Jaishi
- Lawson Health Research Institute, London, Ontario, Canada. .,Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada. .,ICES, London, Ontario, Canada.
| | - Stephanie N Dixon
- Lawson Health Research Institute, London, Ontario, Canada.,ICES, London, Ontario, Canada.,Department Medicine, Epidemiology and Biostatistics, Western University, London, ON, Canada.,Department of Mathematics and Statistics, University of Guelph, Guelph, ON, Canada
| | | | - P J Devereaux
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada
| | - Lehana Thabane
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada
| | - Amit X Garg
- Lawson Health Research Institute, London, Ontario, Canada.,Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada.,ICES, London, Ontario, Canada.,Department Medicine, Epidemiology and Biostatistics, Western University, London, ON, Canada
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13
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Dixon SN, Sontrop JM, Al-Jaishi A, Killin L, McIntyre CW, Anderson S, Bagga A, Benjamin D, Blake P, Devereaux PJ, Iliescu E, Jain A, Lok CE, Nesrallah G, Oliver MJ, Pandeya S, Sood MM, Tam P, Wald R, Walsh M, Zwarenstein M, Garg AX. MyTEMP: Statistical Analysis Plan of a Registry-Based, Cluster-Randomized Clinical Trial. Can J Kidney Health Dis 2021; 8:20543581211041182. [PMID: 34471542 PMCID: PMC8404662 DOI: 10.1177/20543581211041182] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 07/13/2021] [Indexed: 11/15/2022] Open
Abstract
Background: Major Outcomes with Personalized Dialysate TEMPerature (MyTEMP) is a 4-year cluster-randomized clinical trial comparing the effect of using a personalized, temperature-reduced dialysate protocol versus a dialysate temperature of 36.5°C on cardiovascular-related death and hospitalization. Randomization was performed at the level of the dialysis center (“the cluster”). Objective: The objective is to outline the statistical analysis plan for the MyTEMP trial. Design: MyTEMP is a pragmatic, 2-arm, parallel-group, registry-based, open-label, cluster-randomized trial. Setting: A total of 84 dialysis centers in Ontario, Canada. Patients: Approximately 13 500 patients will have received in-center hemodialysis at the 84 participating dialysis centers during the trial period (April 3, 2017, to March 1, 2021, with a maximum follow-up to March 31, 2021). Methods: Patient identification, baseline characteristics, and study outcomes will be obtained primarily through Ontario administrative health care databases held at ICES. Covariate-constrained randomization was used to allocate the 84 dialysis centers (1:1) to the intervention group or the control group. Centers in the intervention group used a personalized, temperature-reduced dialysate protocol, and centers in the control group used a fixed dialysate temperature of 36.5°C. Outcomes: The primary outcome is a composite of cardiovascular-related death or major cardiovascular-related hospitalization (defined as a hospital admission with myocardial infarction, congestive heart failure, or ischemic stroke) recorded in administrative health care databases. The key secondary outcome is the mean drop in intradialytic systolic blood pressure, defined as the patients’ predialysis systolic blood pressure minus their nadir systolic blood pressure during the dialysis treatment. Anonymized data on patients’ predialysis and intradialytic systolic blood pressure were collected at monthly intervals from each dialysis center. Analysis plan: The primary analysis will follow an intent-to-treat approach. The primary outcome will be analyzed at the patient level as the hazard ratio of time-to-first event, estimated from a subdistribution hazards model. Within-center correlation will be accounted for using a robust sandwich estimator. In the primary analysis, patients’ observation time will end if they experience the primary outcome, emigrate from Ontario, or die of a noncardiovascular cause (which will be treated as a competing risk event). The between-group difference in the mean drop in intradialytic systolic blood pressure obtained during the dialysis sessions throughout the trial period will be analyzed at the center level using an unadjusted random-effects linear mixed model. Trial status: The MyTEMP trial period is April 3, 2017, to March 31, 2021. We expect to analyze and report results by 2023 once the updated data are available at ICES. Trial registration: MyTEMP is registered with the US National Institutes of Health at clincaltrials.gov (NCT02628366). Statistical analytic plan: Version 1.1 June 15, 2021.
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Affiliation(s)
- Stephanie N Dixon
- Lawson Health Research Institute, London, ON, Canada.,ICES, London, ON, Canada.,Western University, London, ON, Canada
| | - Jessica M Sontrop
- Lawson Health Research Institute, London, ON, Canada.,Western University, London, ON, Canada
| | - Ahmed Al-Jaishi
- Lawson Health Research Institute, London, ON, Canada.,ICES, London, ON, Canada.,McMaster University, Hamilton, ON, Canada
| | - Lauren Killin
- Lawson Health Research Institute, London, ON, Canada.,ICES, London, ON, Canada
| | - Christopher W McIntyre
- Lawson Health Research Institute, London, ON, Canada.,Western University, London, ON, Canada.,London Health Sciences Centre, ON, Canada
| | | | | | - Derek Benjamin
- Royal Victoria Regional Health Centre, Barrie, ON, Canada
| | - Peter Blake
- Lawson Health Research Institute, London, ON, Canada.,Western University, London, ON, Canada.,London Health Sciences Centre, ON, Canada
| | | | | | - Arsh Jain
- ICES, London, ON, Canada.,Western University, London, ON, Canada.,London Health Sciences Centre, ON, Canada
| | | | - Gihad Nesrallah
- University of Toronto, ON, Canada.,Nephrology Program, Humber River Hospital, Toronto, ON, Canada
| | - Matthew J Oliver
- University of Toronto, ON, Canada.,Division of Nephrology, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | | | - Manish M Sood
- ICES, London, ON, Canada.,Ottawa Hospital Research Institute, ON, Canada.,University of Ottawa, ON, Canada
| | - Paul Tam
- Scarborough Health Network, Toronto, ON, Canada
| | - Ron Wald
- ICES, London, ON, Canada.,University of Toronto, ON, Canada.,St. Michael's Hospital, Toronto, ON, Canada
| | - Michael Walsh
- McMaster University, Hamilton, ON, Canada.,St. Joseph's Healthcare Hamilton, ON, Canada
| | | | - Amit X Garg
- ICES, London, ON, Canada.,Western University, London, ON, Canada.,McMaster University, Hamilton, ON, Canada.,London Health Sciences Centre, ON, Canada
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14
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Kharche SR, Lemoine S, Tamasi T, Hur L, So A, McIntyre CW. Therapeutic Hypothermia Reduces Peritoneal Dialysis Induced Myocardial Blood Flow Heterogeneity and Arrhythmia. Front Med (Lausanne) 2021; 8:700824. [PMID: 34395480 PMCID: PMC8362929 DOI: 10.3389/fmed.2021.700824] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 06/30/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Moderate therapeutic hypothermia (TH) is a well-recognized cardio-protective strategy. The instillation of fluid into the peritoneum provides an opportunity to deliver moderate hypothermia as primary prevention against cardiovascular events. We aimed to to investigate both cardiac perfusion consequences (overall blood flow and detailed assessment of perfusion heterogeneity) and subsequently simulate the associated arrhythmic risk for patients undergoing peritoneal dialysis (PD) induced TH. Methods: Patients underwent high resolution myocardial perfusion scanning using high resolution 256 slice CT scanning, at rest and with adenosine stress. The first visit using the patient's usual PD regimen, on the second visit the same regime was utilized but with cooled peritoneal dialysate at 32°C. Myocardial blood flow (MBF) was quantified from generated perfusion maps, reconstructed in 3D. MBF heterogeneity was assessed by fractal dimension (FD) measurement on the 3D left ventricular reconstruction. Arrhythmogenicity was quantified from a sophisticated computational simulation using a multi-scale human 3D ventricle wedge electrophysiological computational model. Results: We studied 7 PD patients, mean age of 60 ± 7 and mean vintage dialysis of 23.6 ± 17.6 months. There were no significant different in overall segmental MBF between normothermic condition (NT) and TH. MBF heterogeneity was significantly decreased (-14%, p = 0.03) at rest and after stress (-14%, p = 0.03) when cooling was applied. Computational simulation showed that TH allowed a normalization of action potential, QT duration and T wave. Conclusion: TH-PD results in moderate hypothermia leading to a reduction in perfusion heterogeneity and simulated risk of non-terminating malignant ventricular arrhythmias.
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Affiliation(s)
- Sanjay R. Kharche
- Kidney Clinical Research Unit, Lawson's Health Research Institute, Victoria Hospital, London, ON, Canada
- Department of Medical Biophysics, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada
| | - Sandrine Lemoine
- Kidney Clinical Research Unit, Lawson's Health Research Institute, Victoria Hospital, London, ON, Canada
| | - Tanya Tamasi
- Kidney Clinical Research Unit, Lawson's Health Research Institute, Victoria Hospital, London, ON, Canada
| | - Lisa Hur
- Kidney Clinical Research Unit, Lawson's Health Research Institute, Victoria Hospital, London, ON, Canada
| | - Aaron So
- Department of Medical Biophysics, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada
- Imaging Program, Lawson Health Research Institute, London, ON, Canada
| | - Christopher W. McIntyre
- Kidney Clinical Research Unit, Lawson's Health Research Institute, Victoria Hospital, London, ON, Canada
- Department of Medical Biophysics, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada
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15
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Ulrich EH, So G, Zappitelli M, Chanchlani R. A Review on the Application and Limitations of Administrative Health Care Data for the Study of Acute Kidney Injury Epidemiology and Outcomes in Children. Front Pediatr 2021; 9:742888. [PMID: 34778133 PMCID: PMC8578942 DOI: 10.3389/fped.2021.742888] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Accepted: 09/03/2021] [Indexed: 11/13/2022] Open
Abstract
Administrative health care databases contain valuable patient information generated by health care encounters. These "big data" repositories have been increasingly used in epidemiological health research internationally in recent years as they are easily accessible and cost-efficient and cover large populations for long periods. Despite these beneficial characteristics, it is also important to consider the limitations that administrative health research presents, such as issues related to data incompleteness and the limited sensitivity of the variables. These barriers potentially lead to unwanted biases and pose threats to the validity of the research being conducted. In this review, we discuss the effectiveness of health administrative data in understanding the epidemiology of and outcomes after acute kidney injury (AKI) among adults and children. In addition, we describe various validation studies of AKI diagnostic or procedural codes among adults and children. These studies reveal challenges of AKI research using administrative data and the lack of this type of research in children and other subpopulations. Additional pediatric-specific validation studies of administrative health data are needed to promote higher volume and increased validity of this type of research in pediatric AKI, to elucidate the large-scale epidemiology and patient and health systems impacts of AKI in children, and to devise and monitor programs to improve clinical outcomes and process of care.
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Affiliation(s)
- Emma H Ulrich
- Division of Pediatric Nephrology, Department of Pediatrics, University of Alberta, Edmonton, AB, Canada
| | - Gina So
- Department of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Michael Zappitelli
- Division of Nephrology, Department of Pediatrics, Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Rahul Chanchlani
- Institute of Clinical and Evaluative Sciences, Ontario, ON, Canada.,Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada.,Division of Pediatric Nephrology, Department of Pediatrics, McMaster University, Hamilton, ON, Canada
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16
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Seong EY, Liu S, Song SH, Leeper NJ, Winkelmayer WC, Montez-Rath ME, Chang TI. Intradialytic Hypotension and Newly Recognized Peripheral Artery Disease in Patients Receiving Hemodialysis. Am J Kidney Dis 2020; 77:730-738. [PMID: 33316351 DOI: 10.1053/j.ajkd.2020.10.012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Accepted: 10/06/2020] [Indexed: 11/11/2022]
Abstract
RATIONALE & OBJECTIVE Intradialytic hypotension (IDH) may decrease systemic circulation to the legs, exacerbating symptoms of peripheral artery disease (PAD). We sought to evaluate the relationship between IDH and newly recognized lower extremity PAD among hemodialysis patients. STUDY DESIGN Retrospective cohort study. SETTING & PARTICIPANTS Linking data from the US Renal Data System to the electronic health records of a large dialysis provider, we identified adult patients (≥18 years of age) with Medicare Parts A and B who initiated dialysis (2006-2011) without previously recognized PAD. EXPOSURE The time-varying proportion of hemodialysis sessions with IDH defined as the nadir intradialytic systolic blood pressure <90 mm Hg. We categorized the proportion of sessions with IDH within serial 30-day intervals as 0%, >0% to <15%, 15% to <30%, and ≥30%. OUTCOMES Newly recognized PAD was ascertained using PAD diagnostic and procedure codes for amputation or revascularization, in serial 30-day intervals subsequent to each 30-day exposure interval. ANALYTICAL APPROACH To account for the competing risks of death and kidney transplantation, we estimated unadjusted and adjusted subdistribution hazard ratios using the Kaplan-Meier multiple imputation method in combination with the extended Cox model to account for IDH as a time-varying exposure. RESULTS Among 45,591 patients, those with more frequent baseline IDH had a higher prevalence of cardiovascular diseases. During 61,725 person-years of follow-up, 7,886 patients had newly recognized PAD. We found a graded, direct association between IDH and newly recognized PAD. For example, having IDH in ≥30% of dialysis sessions during a given 30-day interval (vs 0%) was associated with a 24% (95% CI, 17%-32%) higher hazard than having newly recognized PAD in the subsequent 30 days. LIMITATIONS Unmeasured confounding; ascertainment of PAD from claims. CONCLUSIONS Patients receiving hemodialysis who had more frequent IDH had higher rates of newly recognized PAD. Patients with frequent IDH may warrant careful examination for PAD.
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Affiliation(s)
- Eun Young Seong
- Division of Nephrology, Pusan National University School of Medicine, Busan, South Korea; Biomedical Research Institute, Pusan National University Hospital, Busan, South Korea
| | - Sai Liu
- Division of Nephrology, Stanford University School of Medicine, Palo Alto, CA
| | - Sang Heon Song
- Division of Nephrology, Pusan National University School of Medicine, Busan, South Korea; Biomedical Research Institute, Pusan National University Hospital, Busan, South Korea
| | - Nicholas J Leeper
- Division of Vascular Surgery, Stanford University School of Medicine, Palo Alto, CA
| | | | - Maria E Montez-Rath
- Division of Nephrology, Stanford University School of Medicine, Palo Alto, CA
| | - Tara I Chang
- Division of Nephrology, Stanford University School of Medicine, Palo Alto, CA.
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