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Eisenstein EL, Hill KD, Wood N, Kirchner JL, Anstrom KJ, Granger CB, Rao SV, Baldwin HS, Jacobs JP, Jacobs ML, Kannankeril PJ, Graham EM, O'Brien SM, Li JS. Evaluating registry-based trial economics: Results from the STRESS clinical trial. Contemp Clin Trials Commun 2024; 38:101257. [PMID: 38298917 PMCID: PMC10826145 DOI: 10.1016/j.conctc.2024.101257] [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: 08/29/2023] [Revised: 12/18/2023] [Accepted: 01/08/2024] [Indexed: 02/02/2024] Open
Abstract
Background Registry-based trials have the potential to reduce randomized clinical trial (RCT) costs. However, observed cost differences also may be achieved through pragmatic trial designs. A systematic comparison of trial costs across different designs has not been previously performed. Methods We conducted a study to compare the current Steroids to Reduce Systemic inflammation after infant heart surgery (STRESS) registry-based RCT vs. two established designs: pragmatic RCT and explanatory RCT. The primary outcome was total RCT design costs. Secondary outcomes included: RCT duration and personnel hours. Costs were estimated using the Duke Clinical Research Institute's pricing model. Results The Registry-Based RCT estimated duration was 31.9 weeks greater than the other designs (259.5 vs. 227.6 weeks). This delay was caused by the Registry-Based design's periodic data harvesting that delayed site closing and statistical reporting. Total personnel hours were greatest for the Explanatory design followed by the Pragmatic design and the Registry-Based design (52,488 vs 29,763 vs. 24,480 h, respectively). Total costs were greatest for the Explanatory design followed by the Pragmatic design and the Registry-Based design ($10,140,263 vs. $4,164,863 vs. $3,268,504, respectively). Thus, Registry-Based total costs were 32 % of the Explanatory and 78 % of the Pragmatic design. Conclusion Total costs for the STRESS RCT with a registry-based design were less than those for a pragmatic design and much less than an explanatory design. Cost savings reflect design elements and leveraging of registry resources to improve cost efficiency, but delays to trial completion should be considered.
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Affiliation(s)
| | - Kevin D. Hill
- Duke Clinical Research Institute, Durham, NC, USA
- Duke Pediatric and Congenital Heart Center, Durham, NC, USA
| | - Nancy Wood
- Duke Clinical Research Institute, Durham, NC, USA
| | | | - Kevin J. Anstrom
- Collaborative Studies Coordinating Center, Chapel Hill, NC, USA
- Department of Biostatistics, University of North Carolina, Chapel Hill, NC, USA
| | | | | | - H. Scott Baldwin
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | | | | | - Eric M. Graham
- Medical University of South Carolina, Charleston, SC, USA
| | | | - Jennifer S. Li
- Duke Clinical Research Institute, Durham, NC, USA
- Duke Pediatric and Congenital Heart Center, Durham, NC, USA
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Yadav S, Ramakrishnan S. Pediatric cardiology: In search for evidence. Ann Pediatr Cardiol 2023; 16:311-315. [PMID: 38766456 PMCID: PMC11098287 DOI: 10.4103/apc.apc_47_24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Revised: 03/01/2024] [Accepted: 03/15/2024] [Indexed: 05/22/2024] Open
Affiliation(s)
- Satyavir Yadav
- Department of Cardiology, All India Institute of Medical Sciences, New Delhi, India
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Littman E, Hsiao D, Gautham KS. The paucity of high-level evidence for therapy in pediatric cardiology. Ann Pediatr Cardiol 2023; 16:316-321. [PMID: 38766450 PMCID: PMC11098293 DOI: 10.4103/apc.apc_120_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 10/24/2023] [Accepted: 01/11/2024] [Indexed: 05/22/2024] Open
Abstract
Introduction Clinical practice should be based on the highest quality of evidence available. Therefore, we aimed to classify publications in the field of pediatric cardiology in the year 2021 based on the level of scientific evidence. Materials and Methods A PubMed search was performed to identify pediatric cardiology articles published in the calendar year 2021. The abstract or manuscript of each study was reviewed. Each study was categorized as high, medium, or low level of evidence based on the study design. Disease investigated, treatment studied, and country of publication were recorded. Randomized control trials (RCTs) in similar fields of neonatology and adult cardiology were identified for comparison. Descriptive statistics were performed on the level of evidence, type of disease, country of publication, and therapeutic intervention. Results In 2021, 731 studies were identified. A decrease in prevalence for the level of evidence as a function of low, medium, and high was found (50.1%, 44.2%, and 5.8%, respectively). A low level of evidence studies was the majority for all types of cardiac disease identified, including acquired heart disease, arrhythmias, congenital heart disease, and heart failure, and for treatment modalities, including circulatory support, defibrillator, percutaneous intervention, medicine, and surgery. In a subgroup analysis, most high-level evidence studies were from the USA (31%), followed by China (26.2%) and India (14.3%). Comparing RCTs, 21 RCTs were identified in pediatric cardiology compared to 178 in neonatology and 413 in adult ischemic heart disease. Conclusions There is a great need for the conduct of studies that offer a high level of evidence in the discipline of pediatric cardiology.
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Affiliation(s)
- Emily Littman
- Department of Medicine, University of Central Florida College of Medicine, Orlando, FL, USA
| | - Diana Hsiao
- Department of Medicine, University of Central Florida College of Medicine, Orlando, FL, USA
| | - Kanekal S. Gautham
- Department of Medicine, University of Central Florida College of Medicine, Orlando, FL, USA
- Department of Pediatrics, Nemours Children’s Health System, Orlando, FL, USA
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Zorko DJ, Shemie J, Hornby L, Singh G, Matheson S, Sandarage R, Wollny K, Kongkiattikul L, Dhanani S. Autoresuscitation after circulatory arrest: an updated systematic review. Can J Anaesth 2023; 70:699-712. [PMID: 37131027 PMCID: PMC10202982 DOI: 10.1007/s12630-023-02411-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 08/30/2022] [Accepted: 09/20/2022] [Indexed: 05/04/2023] Open
Abstract
PURPOSE Current practice in organ donation after death determination by circulatory criteria (DCD) advises a five-minute observation period following circulatory arrest, monitoring for unassisted resumption of spontaneous circulation (i.e., autoresuscitation). In light of newer data, the objective of this updated systematic review was to determine whether a five-minute observation time was still adequate for death determination by circulatory criteria. SOURCE We searched four electronic databases from inception to 28 August 2021, for studies evaluating or describing autoresuscitation events after circulatory arrest. Citation screening and data abstraction were conducted independently and in duplicate. We assessed certainty in evidence using the GRADE framework. PRINCIPAL FINDINGS Eighteen new studies on autoresuscitation were identified, consisting of 14 case reports and four observational studies. Most studies evaluated adults (n = 15, 83%) and patients with unsuccessful resuscitation following cardiac arrest (n = 11, 61%). Overall, autoresuscitation was reported to occur between one and 20 min after circulatory arrest. Among all eligible studies identified by our reviews (n = 73), seven observational studies were identified. In observational studies of controlled withdrawal of life-sustaining measures with or without DCD (n = 6), 19 autoresuscitation events were reported in 1,049 patients (incidence 1.8%; 95% confidence interval, 1.1 to 2.8). All resumptions occurred within five minutes of circulatory arrest and all patients with autoresuscitation died. CONCLUSION A five-minute observation time is sufficient for controlled DCD (moderate certainty). An observation time greater than five minutes may be needed for uncontrolled DCD (low certainty). The findings of this systematic review will be incorporated into a Canadian guideline on death determination. STUDY REGISTRATION PROSPERO (CRD42021257827); registered 9 July 2021.
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Affiliation(s)
- David J Zorko
- Department of Critical Care Medicine, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Jonah Shemie
- School of Medicine, University College Cork, Cork, Ireland
| | - Laura Hornby
- System Development, Canadian Blood Services, Ottawa, ON, Canada
| | - Gurmeet Singh
- Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, AB, Canada
| | - Shauna Matheson
- Legacy of Life, Nova Scotia Health Authority, Halifax, NS, Canada
| | - Ryan Sandarage
- Division of Neurosurgery, Department of Surgery, University of Ottawa, Ottawa, ON, Canada
| | - Krista Wollny
- Alberta Children's Hospital Research Institute, Calgary, AB, Canada
- Faculty of Nursing, University of Calgary, Calgary, AB, Canada
| | - Lalida Kongkiattikul
- Department of Pediatric Critical Care, Chulalongkorn University, Bangkok, Thailand
| | - Sonny Dhanani
- Division of Critical Care, Department of Pediatrics, Children's Hospital of Eastern Ontario, University of Ottawa, 401 Smyth Road, Ottawa, ON, K1H 8L1, Canada.
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5
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Zorko DJ, McNally JD, Rochwerg B, Pinto N, O'Hearn K, Almazyad MA, Ames SG, Brooke P, Cayouette F, Chow C, Junior JC, Francoeur C, Heneghan JA, Kazzaz YM, Killien EY, Jayawarden SK, Lasso R, Lee LA, O'Mahony A, Perry MA, Rodríguez-Rubio M, Sandarage R, Smith HA, Welten A, Yee B, Choong K. Defining Pediatric Chronic Critical Illness: A Scoping Review. Pediatr Crit Care Med 2023; 24:e91-e103. [PMID: 36661428 DOI: 10.1097/pcc.0000000000003125] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
OBJECTIVES Children with chronic critical illness (CCI) are hypothesized to be a high-risk patient population with persistent multiple organ dysfunction and functional morbidities resulting in recurrent or prolonged critical care; however, it is unclear how CCI should be defined. The aim of this scoping review was to evaluate the existing literature for case definitions of pediatric CCI and case definitions of prolonged PICU admission and to explore the methodologies used to derive these definitions. DATA SOURCES Four electronic databases (Ovid Medline, Embase, CINAHL, and Web of Science) from inception to March 3, 2021. STUDY SELECTION We included studies that provided a specific case definition for CCI or prolonged PICU admission. Crowdsourcing was used to screen citations independently and in duplicate. A machine-learning algorithm was developed and validated using 6,284 citations assessed in duplicate by trained crowd reviewers. A hybrid of crowdsourcing and machine-learning methods was used to complete the remaining citation screening. DATA EXTRACTION We extracted details of case definitions, study demographics, participant characteristics, and outcomes assessed. DATA SYNTHESIS Sixty-seven studies were included. Twelve studies (18%) provided a definition for CCI that included concepts of PICU length of stay (n = 12), medical complexity or chronic conditions (n = 9), recurrent admissions (n = 9), technology dependence (n = 5), and uncertain prognosis (n = 1). Definitions were commonly referenced from another source (n = 6) or opinion-based (n = 5). The remaining 55 studies (82%) provided a definition for prolonged PICU admission, most frequently greater than or equal to 14 (n = 11) or greater than or equal to 28 days (n = 10). Most of these definitions were derived by investigator opinion (n = 24) or statistical method (n = 18). CONCLUSIONS Pediatric CCI has been variably defined with regard to the concepts of patient complexity and chronicity of critical illness. A consensus definition is needed to advance this emerging and important area of pediatric critical care research.
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Affiliation(s)
- David J Zorko
- Department of Critical Care Medicine, University of Toronto, Toronto, ON, Canada
- Department of Pediatrics, McMaster University, Hamilton, ON, Canada
| | - James Dayre McNally
- Department of Pediatrics, CHEO, Ottawa, ON, Canada
- CHEO Research Institute, Ottawa, ON, Canada
| | - Bram Rochwerg
- Division of Critical Care, Department of Medicine, McMaster University, Hamilton, ON, Canada
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada
| | - Neethi Pinto
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, PA
| | | | - Mohammed A Almazyad
- Department of Pediatrics, College of Medicine, King Saud University, Riyadh, Saudi Arabia
- Pediatric Intensive Care Unit, King Saud University Medical City, Riyadh, Saudi Arabia
| | - Stefanie G Ames
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT
| | - Peter Brooke
- Paediatric Intensive Care Unit, Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom
| | - Florence Cayouette
- Paediatric Intensive Care Unit, Great Ormond Street Hospital NHS Trust, London, United Kingdom
| | - Cristelle Chow
- Department of Paediatrics, KK Women's and Children's Hospital, Singapore, Singapore
| | - José Colleti Junior
- Department of Pediatrics, Hospital Assunção Rede D'Or, São Bernardo do Campo, São Paulo, Brazil
| | - Conall Francoeur
- Department of Pediatrics, CHU de Québec, University of Laval Research Center, Quebec, QC, Canada
| | - Julia A Heneghan
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Minnesota Masonic Children's Hospital, Minneapolis, MN
| | - Yasser M Kazzaz
- Department of Pediatrics, Ministry of the National Guard - Health Affairs, King Abdullah International Medical Research Center, King Saud Bin Abdulaziz University - Health Sciences, Riyadh, Saudi Arabia
| | - Elizabeth Y Killien
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Washington School of Medicine, Seattle, WA
| | | | - Ruben Lasso
- Department of Pediatrics and Pediatric Critical Care, Fundación Valle del Lili, Cali, Colombia
- Universidad ICESI, Cali, Colombia
| | - Laurie A Lee
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Pediatric Intensive Care Unit, Alberta Children's Hospital, Alberta Health Services, Calgary, AB, Canada
- Faculty of Nursing, University of Calgary, Calgary, AB, Canada
| | - Aoife O'Mahony
- School of Psychology, Cardiff University, Cardiff, United Kingdom
| | - Mallory A Perry
- Children's Hospital of Philadelphia Research Institute, Philadelphia, PA
| | - Miguel Rodríguez-Rubio
- Department of Pediatric Intensive Care, Hospital Universitario La Paz, Madrid, Spain
- Departamento de Peditaría, Facultad de Medicina, Universidad Autónoma de Madrid, Madrid, Spain
| | - Ryan Sandarage
- Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Hazel A Smith
- Paediatrics and Child Health, Trinity College Dublin, Dublin, Ireland
| | - Alexandra Welten
- CHEO Research Institute, Ottawa, ON, Canada
- Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Belinda Yee
- Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Karen Choong
- Department of Pediatrics, McMaster University, Hamilton, ON, Canada
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, McMaster University, Hamilton, ON, Canada
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Zorko D, McNally JD, Rochwerg B, Pinto N, Couban R, O'Hearn K, Choong K. Pediatric Chronic Critical Illness: Protocol for a Scoping Review. JMIR Res Protoc 2021; 10:e30582. [PMID: 34596576 PMCID: PMC8520133 DOI: 10.2196/30582] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 07/30/2021] [Accepted: 07/30/2021] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Improvements in the delivery of intensive care have increased survival among even the most critically ill children, thereby leading to a growing number of children with chronic complex medical conditions in the pediatric intensive care unit (PICU). Some of these children are at a significant risk of recurrent and prolonged critical illness, with higher morbidity and mortality, making them a unique population described as having chronic critical illness (CCI). To date, pediatric CCI has been understudied and lacks an accepted consensus case definition. OBJECTIVE This study aims to describe the protocol and methodology used to perform a scoping review that will describe how pediatric CCI has been defined in the literature, including the concept of prolonged PICU admission and the methodologies used to develop any existing definitions. It also aims to describe patient characteristics and outcomes evaluated in the included studies. METHODS We will search four electronic databases for studies that evaluated children admitted to any PICU identified with CCI. We will also search for studies describing prolonged PICU admission, as this concept is related to pediatric CCI. Furthermore, we will develop a hybrid crowdsourcing and machine learning (ML) methodology to complete citation screening. Screening and data abstraction will be performed by 2 reviewers independently and in duplicate. Data abstraction will include the details of population definitions, demographic and clinical characteristics of children with CCI, and evaluated outcomes. RESULTS The database search, crowd reviewer recruitment, and ML algorithm development began in March 2021. Citation screening and data abstraction were completed in April 2021. Final data verification is ongoing, with analysis and results anticipated to be completed by fall 2021. CONCLUSIONS This scoping review will describe the existing or suggested definitions of pediatric CCI and important demographic and clinical characteristics of patients to whom these definitions have been applied. This review's results will help inform the development of a consensus case definition for pediatric CCI and set a priority agenda for future research. We will use and demonstrate the validity of crowdsourcing and ML methodologies for improving the efficiency of large scoping reviews. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/30582.
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Affiliation(s)
- David Zorko
- Department of Pediatrics, McMaster University, Hamilton, ON, Canada
| | - James Dayre McNally
- Children's Hospital of Eastern Ontario Research Institute, Children's Hospital of Eastern Ontario, Ottawa, ON, Canada
- Department of Pediatrics, Children's Hospital of Eastern Ontario, Ottawa, ON, Canada
| | - Bram Rochwerg
- Department of Medicine, McMaster University, Hamilton, ON, Canada
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada
- Department of Critical Care, McMaster University, Hamilton, ON, Canada
| | - Neethi Pinto
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Rachel Couban
- Department of Anesthesia, McMaster University, Hamilton, ON, Canada
| | - Katie O'Hearn
- Children's Hospital of Eastern Ontario Research Institute, Children's Hospital of Eastern Ontario, Ottawa, ON, Canada
| | - Karen Choong
- Department of Pediatrics, McMaster University, Hamilton, ON, Canada
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada
- Department of Critical Care, McMaster University, Hamilton, ON, Canada
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7
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Nama N, Donken R, Pawliuk C, Leache L, Sadarangani M, Carwana M. Treatment of UTIs in Infants <2 Months: A Living Systematic Review. Hosp Pediatr 2021; 11:1017-1030. [PMID: 34446534 DOI: 10.1542/hpeds.2021-005877] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
CONTEXT Urinary tract infections (UTIs) are the most common bacterial infections in infants <2 months of age. However, there are no clear guidelines on the appropriate duration of antibiotics in this age group. OBJECTIVE In this living systematic review, we compared different durations of parenteral antibiotics (≤3 vs >3 days) in neonates and young infants (<2 months) with UTIs. The secondary objective was to compare different durations of total antibiotic courses (≤10 vs >10 days). DATA SOURCES MEDLINE, Embase, Cochrane Central Register of Controlled Trials, Web of Science, Literatura Latino-Americana e do Caribe em Ciências da Saúde, Google Scholar, and gray literature, up to March 2, 2021. STUDY SELECTION Citations were screened in triplicate by using a crowdsourcing methodology, to identify randomized controlled trials and observational studies. DATA EXTRACTION Data were extracted by 2 crowd members and verified by an expert investigator. Outcomes were pooled via random-effects models. RESULTS A total of 10 334 citations were screened, and 12 eligible studies were identified. A total of 59 of 3480 (1.7% [95% confidence interval (CI): 1.3% to 2.2%]) infants had a UTI recurrence within 30 days after short parenteral treatment (≤3 days), and 47 of 1971 (2.4% [95% CI: 1.8% to 3.2%]) after longer courses. The pooled adjusted odds ratio for UTI recurrence with a short versus long duration of parenteral antibiotics was 1.02 (95% CI: 0.64 to 1.61; P = .95; n = 5451). A total of 5 studies assessed the risk of recurrence on the basis of the total duration of antibiotics (≤10 vs >10 days) with no significant differences (pooled odds ratio: 1.29 [95% CI: 0.45 to 3.66; P = .63; n = 491). CONCLUSIONS On the basis of retrospective studies and Grading of Recommendations, Assessment, Development, and Evaluation level low evidence, short and long duration of parenteral antibiotics were associated with a similar risk of UTI recurrence in infants <2 months.
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Affiliation(s)
- Nassr Nama
- Department of Pediatrics, British Columbia Children's Hospital, Vancouver, British Columbia, Canada .,Department of Pediatrics, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Colleen Pawliuk
- Evidence to Innovation, British Columbia Children's Hospital Research Institute, Vancouver, British Columbia, Canada
| | - Leire Leache
- Unit of Innovation and Organization, Navarre Health Service, Pamplona, Spain
| | - Manish Sadarangani
- Department of Pediatrics, British Columbia Children's Hospital, Vancouver, British Columbia, Canada.,Department of Pediatrics, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada.,Vaccine Evaluation Center
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Marcel L, Specklin M, Kouidri S. The evolution of long-term pediatric ventricular assistance devices: a critical review. Expert Rev Med Devices 2021; 18:783-798. [PMID: 34160345 DOI: 10.1080/17434440.2021.1947245] [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: 10/21/2022]
Abstract
Introduction: The gap between the number of heart failure patients and the number of potential heart donors has never been larger than today, especially among the pediatric population. The use of mechanical circulatory support is seen as a potential alternative for clinicians to treat more patients. This treatment has proven its efficiency on short-term use. However, in order to replace heart transplant, the techniques should be used over longer periods of time.Areas covered: This review aims at furnishing an engineering vision of the evolution of ventricular assistance devices used in pediatrics. A critical analysis of the clinical complications related to devices generation is made to give an overview of the design improvements made since their inception.Expert opinion: The long-term use of a foreign device in the body is not without consequences, especially among fragile pediatric patients. Moreover, the size of their body parts increases the technical difficulties of such procedure. The balance between the living cells of the body is disturbed by the devices, mostly by the shear stress generated. To provide a safe mechanical circulatory support for long-term use, the devices should be more hemocompatible, preserving blood cells, adapted to the patient's systemic grid and miniaturized for pediatric use.
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Affiliation(s)
- Louis Marcel
- Arts Et Metiers Institute of Technology, CNAM, LIFSE, HESAM University, Paris, France
| | - Mathieu Specklin
- Arts Et Metiers Institute of Technology, CNAM, LIFSE, HESAM University, Paris, France
| | - Smaine Kouidri
- Arts Et Metiers Institute of Technology, CNAM, LIFSE, HESAM University, Paris, France
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Harris KC, Mackie AS, Dallaire F, Khoury M, Singer J, Mahle WT, Klassen TP, McCrindle BW. Unique Challenges of Randomised Controlled Trials in Pediatric Cardiology. Can J Cardiol 2021; 37:1394-1403. [PMID: 34186112 DOI: 10.1016/j.cjca.2021.06.013] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 06/18/2021] [Accepted: 06/20/2021] [Indexed: 02/07/2023] Open
Abstract
Pediatric cardiology has evolved over time with reductions in childhood mortality due to congenital heart disease. Surgical innovation drove early changes in care. Increasingly, the need for more robust evidence provided by randomised controlled trials (RCTs) has been recognised. Although the number of RCTs has increased, there remains a relative paucity of truly impactful trials in the field. However, those trials that have changed practice have demonstrated the potential and importance of this work. Examples include the PRIMACORP trial, which established the safety and efficacy of milrinone after cardiac surgery, and the Single Ventricle Reconstruction trial, which was the first multicentre pediatric cardiac surgical RCT. The successful conduct and important findings emanating from these trials serve as beacons as clinicians strive to improve the evidence base in this field. The establishment of national and international networks such as the Pediatric Heart Network and the Canadian Pediatric Cardiology Research Network provide a strong foundation for future collaborative work. Despite this progress, there remain important challenges to designing and executing RCTs in pediatric cardiology. These include issues of greater disease and patient heterogeneity and increased costs. The use of innovative study designs and analytic methods and the establishment of core outcome measures have the potential to overcome some of the issues related to the smaller patient numbers compared with adult disciplines. As pediatric cardiologists look to the future, it is imperative that we work together to derive the maximum benefit from the considerable efforts directed toward conducting impactful clinical trials in pediatric cardiology.
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Affiliation(s)
- Kevin C Harris
- Children's Heart Centre, British Columbia Children's Hospital &-University of British Columbia, Vancouver, British Columbia, Canada.
| | - Andrew S Mackie
- Division of Pediatric Cardiology, Department of Pediatrics Stollery Children's Hospital. University of Alberta, Edmonton, Alberta, Canada
| | - Frederic Dallaire
- Division of Pediatric Cardiology, Department of Pediatrics, Sherbrooke University, Sherbrooke, Québec, Canada
| | - Michael Khoury
- Division of Pediatric Cardiology, Department of Pediatrics Stollery Children's Hospital. University of Alberta, Edmonton, Alberta, Canada
| | - Joel Singer
- School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
| | - William T Mahle
- Division of Pediatric Cardiology, Emory University, Atlanta, Georgia, USA
| | - Terry P Klassen
- Children's Hospital Research Institute of Manitoba and Department of Pediatrics, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Brian W McCrindle
- Labatt Family Heart Centre, Hospital for Sick Children and University of Toronto, Toronto, Ontario, Canada
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Noel-Storr A, Dooley G, Elliott J, Steele E, Shemilt I, Mavergames C, Wisniewski S, McDonald S, Murano M, Glanville J, Foxlee R, Beecher D, Ware J, Thomas J. An evaluation of Cochrane Crowd found that crowdsourcing produced accurate results in identifying randomized trials. J Clin Epidemiol 2021; 133:130-139. [DOI: 10.1016/j.jclinepi.2021.01.006] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Revised: 01/09/2021] [Accepted: 01/13/2021] [Indexed: 12/13/2022]
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11
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Creating enriched training sets of eligible studies for large systematic reviews: the utility of PubMed's Best Match algorithm. Int J Technol Assess Health Care 2020; 37:e7. [PMID: 33336640 DOI: 10.1017/s0266462320002159] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
INTRODUCTION Solutions like crowd screening and machine learning can assist systematic reviewers with heavy screening burdens but require training sets containing a mix of eligible and ineligible studies. This study explores using PubMed's Best Match algorithm to create small training sets containing at least five relevant studies. METHODS Six systematic reviews were examined retrospectively. MEDLINE searches were converted and run in PubMed. The ranking of included studies was studied under both Best Match and Most Recent sort conditions. RESULTS Retrieval sizes for the systematic reviews ranged from 151 to 5,406 records and the numbers of relevant records ranged from 8 to 763. The median ranking of relevant records was higher in Best Match for all six reviews, when compared with Most Recent sort. Best Match placed a total of thirty relevant records in the first fifty, at least one for each systematic review. Most Recent sorting placed only ten relevant records in the first fifty. Best Match sorting outperformed Most Recent in all cases and placed five or more relevant records in the first fifty in three of six cases. DISCUSSION Using a predetermined set size such as fifty may not provide enough true positives for an effective systematic review training set. However, screening PubMed records ranked by Best Match and continuing until the desired number of true positives are identified is efficient and effective. CONCLUSIONS The Best Match sort in PubMed improves the ranking and increases the proportion of relevant records in the first fifty records relative to sorting by recency.
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12
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Evidence-Based Medicine in Pediatric Cardiology: A Searchable Database of Randomized Trials. Can J Cardiol 2020; 36:1719-1721. [DOI: 10.1016/j.cjca.2020.04.039] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 04/29/2020] [Accepted: 04/29/2020] [Indexed: 11/17/2022] Open
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