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Record W4393855177 · doi:10.4103/apc.apc_47_24

Pediatric cardiology: In search for evidence

2023· editorial· en· W4393855177 on OpenAlexaboutno aff
Satyavir Yadav, Sivasubramanian Ramakrishnan

Bibliographic record

VenueAnnals of Pediatric Cardiology · 2023
Typeeditorial
Languageen
FieldMedicine
TopicCongenital Heart Disease Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineCardiologyMEDLINEInternal medicine

Abstract

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Evidence-based medicine is considered the cornerstone of modern medicine. Practice-changing research in pediatric cardiology is limited due to the various challenges. In the current Annals of Pediatric Cardiology issue, Littman et al.[1] have highlighted the paucity of high-level evidence in pediatric cardiology. Out of the 731 articles related to pediatric cardiology published in 2021, only 21 randomized controlled trials (RCT) were identified. Only 5.8% of the studies could qualify as high-level evidence, and RCTs in pediatric cardiology are 20 times less than their adult counterpart. Not only are the numbers low, but the quality is also poor, as more than half of RCTs are classified as having low levels of evidence. Primary endpoints were frequently based on surrogate factors, whereas longer-term and patient-centered outcomes were rarely used and reported. The situation is even worse for low- and middle-income countries such as India, contributing to only ~3% of total RCTs in the field. Most high-quality evidence in pediatric cardiology is from the US, UK, and Canada only. PEDIATRIC CARDIOLOGY AND EVIDENCE-BASED MEDICINE The first identifiable RCT in children and adolescents evaluated the treatment strategies for acute rheumatic fever and was published in 1955.[2] An RCT evaluating the utility of epsilon aminocaproic acid during cardiopulmonary bypass, published in 1974, maybe the first RCT in children with congenital heart disease (CHD).[3] The single ventricle reconstruction trial[4] is the first multicenter pediatric cardiac surgical RCT published in 2000 in the New England Journal of Medicine. It compared the shunt types in the Norwood procedure for single ventricle physiology. It was a multicentric trial but included most patients from two centers only because some surgeons/centers refused to participate, and some withdrew due to small case volume or because they thought using different techniques was unsuitable for technical proficiency. Despite the lack of perceived evidence, the field of pediatric cardiology has made rapid and giant strides in improving the outcomes for children with most CHD. This paradox is explained by the fact that most improvements are related to surgical or interventional procedures, and the outcome improvements are often so undeniable.[5,6] For instance, balloon atrial septostomy improving saturation and outcomes in transposition of great arteries (TGA), arterial switch operation for TGA, and pulmonary valve balloon dilatation in a patient with valvular pulmonary stenosis became established procedures without an RCT to document improvement in outcomes. As Gidding[5] pointed out, in the “craft era” of surgical and technological innovation, long-term outcomes improved tremendously with visionary pioneers offering a cure or successful palliation to most children born with CHD. Developments in interventions, imaging, anesthesia, intensive care, medications, surgical techniques, and hybrid approaches to management contributed immensely to this journey. High-skill and complex procedures are readily accepted, and RCT was considered impractical, inappropriate, and maybe unethical in some instances.[5] More physiological repair, expected to result in long-term normal adulthood, even at the cost of higher initial mortality, usually has become an acceptable standard of care for most conditions. For the above reasons, historically, the decision-making in pediatric cardiology is not often based on evidence. It is usually based on a curious mix of factors, including the understanding of physiology and hemodynamics, the natural history of the lesions, procedural outcomes in the institution, expert opinion, experimental evidence derived from adults, and individual experiences.[6] Various guidelines in pediatric cardiology[7,8] are also primarily based on expert consensus or using “hand-me-down” paradigms derived from adult cardiology studies with limited pediatric data. Recent innovations such as ductal stenting and right ventricular outflow tract stenting have been accepted rather quickly without RCTs. However, most recent innovations provide more minor incremental benefits; hence, we need rigorous evidence. QUANTITY AND QUALITY OF RANDOMIZED CONTROLLED TRIALS IN PEDIATRIC CARDIOLOGY For this editorial comment, we looked at the number of RCTs published in 2022 among the three major journals [Table 1], which showed an unsatisfactory picture. Various reviews looked at the quality and quantity of RCTs in pediatric cardiology over the years.[6,9-12] In an analysis of 933 pediatric cardiology RCTs done till 2018,[9] the yearly average improved to 46 RCTs/year between 2010 and 2020. Another study of 83 RCTs in pediatric cardiology[11] also confirmed a significant increase in the numbers over time. Despite the rise in the number of RCTs, impactful RCTs are limited in pediatric cardiology. The majority are not well-recognized and have not yielded a significant influence on patient care. Most published trials are small, single-center, phase II trials of uncertain quality, usually not prospectively registered, recruiting small numbers of patients without independent oversight, not conforming to current international standards, and providing only a limited evidence base for contemporary practice.[5,6]Table 1: Number of randomized controlled trials published as a proportion of original articlesOver half of RCTs in pediatric cardiology are inadequately powered; more than 50% of the RCTs had <50 patients, and only 19% had >100 participants.[6,9] Over the years, 72,416 children were studied in 933 pediatric cardiology RCTs, yet the numbers are fewer than three large adult RCTs.[6] Worryingly, there is no meaningful increase in the number of patients randomized per trial over time in pediatric cardiology. Only a third had explicitly reported a defined primary endpoint, and most have used surrogate endpoints of uncertain significance.[6,9,10] Only one out of 333 studies reported mortality benefits.[10] Even the major practice-changing trials had significant issues. The PRIMACORP trial established the safety and efficacy of milrinone after cardiac surgery, with the risk of death or low cardiac output syndrome decreasing from 26.7% to 9.6%.[13] However, in the initial planning stages, the authors estimated that a 20% reduction in mortality with a baseline mortality rate of 5% would require 14,000 participants.[14] In the clopidogrel study, despite recruiting from 134 sites in 31 countries, the estimated treatment effects had large confidence intervals.[15] The underpowered pediatric carvedilol study[16] combined groups of patients with ventricular dysfunction who had etiological heterogeneity. Carvedilol is also more rapidly metabolized in children. These highlight the challenges in conducting an RCT in children.[6] However, specific trials in the 1980s and 1990s answered some key questions,[5] including pharmacological therapies for closure of neonatal patent ductus arteriosus, treatment options for Kawasaki disease, and cerebral protection during cardiopulmonary bypass in infants. CHALLENGES IN CONDUCTING QUALITY RANDOMIZED CONTROLLED TRIALS IN PEDIATRIC CARDIOLOGY The various challenges in conducting a high-quality RCT are summarized in Table 2. Most of the difficulties stem from recruiting an adequate number of subjects, randomizing to defined interventions, and choosing reliable endpoints. Most pediatric cardiology RCTs are underpowered[11] and have low generalizability, often related to the rarity of specific anatomy and pathobiology and the low occurrence of hard endpoints. Hence, a meaningful RCT usually requires extensive collaboration between the units. The timing and nature of the surgery, the ability to diagnose prenatally, expertise in pediatric cardiology, imaging, anesthesia, and intensive care, and attitudes to therapy are vastly different in different countries. In adult cardiology trials, delaying an endpoint is considered a successful outcome in areas such as heart failure or recurrent myocardial infarction. However, the goals are different for pediatric cardiology RCTs. Often, the goal is to treat children with CHD effectively to ensure they experience decades of near normal quality and quantity of life.Table 2: Reasons for the lack of high-quality randomized controlled trials in the field of pediatric cardiology[ 5 , 6 ]IMPROVING THE QUALITY AND QUANTITY OF PEDIATRIC CARDIOLOGY RANDOMIZED CONTROLLED TRIALS As a specialty, we need to move from empiricism to evidence-based decision-making. Scientific societies, academic institutions, and industry must collaborate and provide scientific leadership. We need multicenter clinical trials that are well-designed and rigorously conducted, with clinically relevant endpoints answering key questions. As a community, we need to learn and adapt the ways of other pediatric subspecialties such as oncology. A recent estimate suggested that approximately <1% of children undergoing cardiac surgery in the National Health Service system are enrolled in any RCT.[10] In contrast, the corresponding number is 70% for children diagnosed with cancer.[17] The suggested framework for setting up high-quality RCTs in pediatric cardiology is summarized in Table 3.Table 3: Suggested framework for setting up high-quality pediatric cardiology randomized controlled trials[ 10 ]We must take advantage of three vital developments, including regulatory mandates, the setting up of national-level collaborative networks, and the standardization of trial methodology in children. The US Food and Drug Administration requires pediatric studies, if the new drug or device is expected to be used in many children following the implementation of the Pediatric Research Equity Act.[18] The European Union also implemented a similar act.[19] Regulatory requirements paved the way for more scientific evaluation of newer-generation therapies like PICOLO device and sacubitril/valsartan for children with heart failure. In 2001, the National Heart, Lung, and Blood Institute launched the Pediatric Heart Network (PHN).[20] The single ventricle reconstruction trial remains the greatest accomplishment of the PHN.[4] Despite the promising initiative, several further studies did not result in practice-changing conclusions.[21] The Canadian Pediatric Cardiology Research Network[22] is a national-level data-sharing organization that facilitates research on pediatric heart diseases. Developing specific guidelines in children, including SPIRIT-Children and CONSORT-Children, is essential for the smooth conduct of pediatric trials.[23] The International Consortium for Health Outcome Measurements, in 2020, released a standard set of defined outcome measures for pediatric and adults with CHD.[24] On the broader front, we need to move to qualitative studies and a Bayesian approach to design and analysis. The frequentist statistical approach poses severe limitations, and hence, a Bayesian approach may be preferable in pediatric cardiology RCTs. Adaptive platform trials and stepped wedge design are further innovative methods that should find a place in pediatric cardiology.[6] Further, we must innovate to disseminate and effectively incorporate RCT findings in daily practice. PEDIATRIC CARDIOLOGY RANDOMIZED CONTROLLED TRIALS – OPPORTUNITIES FOR INDIA Considering the expertise and patient load, India can lead in multicentric pediatric cardiology RCTs. India cannot only answer some of the common questions facing the field but also generate high-quality evidence for some of the problems peculiar to its population [Table 4].[25] However, India’s contribution is limited to a few multicentric case series,[26-28] moderate-quality single-center RCTs,[29,30] and a few clinical practice guidelines.[7,8] Even long-term natural history and outcome studies are limited from India. We need to link the major academic institutions across the country, and a few efforts are ongoing. We must further build on other US, European, and Canadian networks. We must develop a core group of experts forming strong teams, identify specific questions and core outcomes, and use state-of-the-art methods to develop RCTs addressing national priorities. We must also focus on social issues, health-care equity, accessibility, and affordability.[25,31] During the COVID-19 pandemic, the Pediatric Cardiac Society of India organized and reported a few retrospective multicenter studies.[32,33] It is the time for us to plan futuristic RCTs.Table 4: Selected vital questions to be answered by Indian Pediatric Cardiology randomized controlled trialsCONCLUSIONS RCTs remain a gold standard only when appropriately designed, conducted, and reported. However, the evidence base of pediatric cardiology remains suboptimal in quality and quantity. It is often said that children are not simply little adults. Hence, we must conduct well-designed contemporary trials in pediatric cardiology and move toward evidence-based decision-making even in children with heart disease.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.014
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: Editorial
Teacher disagreement score0.232
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.014
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.001
Bibliometrics0.0020.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.112
GPT teacher head0.412
Teacher spread0.300 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEditorial

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations4
Published2023
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