1. Introduction
Congenital heart defects affecting a single ventricle are often marked by underdevelopment or absence of one ventricular chamber, necessitating complex surgeries. The three-stage Fontan procedure has become crucial in establishing functional circulation for these patients. Enhanced perioperative management and reduced arrhythmias have improved survival rates and outcomes, with the Fontan patient population projected to double in the next two decades (1-3). Despite this, the 30-year survival rate remains around 85%, indicating room for improvement (3, 4).
Postoperative challenges include limited exercise capacity, affecting quality of life (5, 6). The unique haemodynamic of Fontan circulation limits cardiac output during physical activity, reducing exercise tolerance (7). This, coupled with low pulmonary vascular resistance, leads to exercise intolerance and a sedentary lifestyle, raising cardiovascular risk and impairing psychosocial well-being (5, 6). Exercise training programs could address these challenges, with initial studies showing that physical activity improves fitness, endurance, and mental health without adverse effects (10-12). However, practical implementation remains limited, and adherence to exercise guidelines is often inadequate.
This review and meta-analysis evaluated the safety, efficacy, and best exercise approaches for Fontan patients. By critically appraising existing research, this study aims to create a framework for integrating exercise training into postoperative management, ultimately improving long-term outcomes and quality of life in this growing patient group.
2. Materials and Methods
This systematic review and meta-analysis were conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Although the review was not registered in a formal registry, a detailed protocol was prepared and is available upon request from the corresponding author.
Search Strategy
In collaboration with librarians from Nova Medical School, we devised a search strategy using terms and synonyms related to Fontan circulation and cardiac rehabilitation (CR) (detailed in the Supplementary Material). On August 24, 2023, we conducted a comprehensive search across PubMed, Scopus, Web of Science, and Cochrane Library, filtering for articles in English, French, Portuguese, and Spanish published between 1970 and August 2023. Any relevant articles published after that date were manually included in the search results.
Eligibility Criteria:
This systematic review examined the effects of CR in patients with Fontan circulation. To be included, studies had to meet the following criteria:
Population: Patients diagnosed with univentricular hearts and Fontan-type circulation.
Intervention: CR programs involving exercise training, lifestyle counselling, or medication management.
Outcomes: Reported effects of cardiac rehabilitation, such as mortality, quality of life, exercise tolerance, cardiac function, and hospital readmissions. Only primary research articles were considered, particularly Randomized Controlled Trials (RCTs).
Exclusion criteria included: A) Studies lacking univentricular heart patients or those that did not separately analyse this group. B) studies focused solely on surgical or pharmacological treatments without a CR component. C) Studies without clear outcome measures for the efficacy of CR. D) Articles unavailable in full text through PubMed, Scopus, Web of Science, or Cochrane Library. E) Systematic reviews, meta-analyses, case reports, editorials, and commentaries were excluded.
Study Risk of Bias Assessment
The assessment of bias was conducted using two distinct tools based on the study design. For randomised controlled trials (RCTs), the Cochrane Collaboration’s Risk of Bias Tool 2 (RoB 2) was employed (13). This tool evaluates five domains of potential bias, with each study classified as having low risk, some concerns, or high risk of bias. For cohort studies, the STROBE (Strengthening the Reporting of Observational Studies in Epidemiology) checklist was utilised (14). This checklist comprises 22 items covering various elements of study design. Studies were deemed to be sufficiently reported if they met over 70% of the criteria (15).
Two independent reviewers assessed the risk of bias for each study. Any discrepancies between the reviewers were resolved through discussion and consensus. In cases where consensus could not be achieved, a third reviewer was consulted. No automation tools were employed in the bias assessment process.
Effect Measures
For each outcome in this systematic review and meta-analysis, the effect measures were specified according to the nature of the data. Continuous outcomes, such as exercise capacity (measured by peak VO2 and peak workload), were synthesised using the mean difference (MD) with corresponding 95% confidence intervals (CIs). In cases where different scales were used across studies, the standardised mean difference (SMD) was employed to accommodate the variability in measurement units.
For dichotomous outcomes, such as adverse events, the risk ratio (RR) with 95% CIs was used. When applicable, a random-effects model was applied to account for potential heterogeneity across studies.
Synthesis Methods
Study Selection for Synthesis
The eligibility of studies for inclusion in each synthesis was determined by comparing the characteristics of the interventions against the predefined criteria outlined in the study protocol. Studies were initially tabulated, detailing intervention types, populations, outcomes, and methodologies. This tabulation allowed for comparison against the planned synthesis groups and ensured that only studies meeting the inclusion criteria were synthesised. Specifically, we focused on studies that reported on exercise interventions for patients with Fontan circulation, adhering to the predefined outcome measures.
Data Preparation
Prior to synthesis, the data were prepared by addressing missing summary statistics through imputation, where possible, using techniques such as calculating means from medians and ranges, or estimating standard deviations from confidence intervals. For studies that required data conversion, such as standardising different units of measurement, appropriate transformations were applied to ensure comparability across studies.
Tabulation and Visual Display of Results
Results from individual studies were tabulated, presenting key information such as sample sizes, effect estimates, and confidence intervals. Visual representation of the data was achieved through the use of forest plots for meta-analyses, which clearly displayed effect sizes and heterogeneity. Additionally, funnel plots were utilised to assess potential publication bias.
Methods of Synthesis
The synthesis of results was performed using meta-analysis where appropriate, applying a random-effects model to account for expected clinical and methodological heterogeneity across studies. The choice of a random-effects model was justified by the variability in intervention types, populations, and outcomes. Heterogeneity was assessed using the I² statistic, with values over 50% indicating substantial heterogeneity. The software package OpenMeta[Analyst] was employed for conducting the meta-analyses and generating forest plots.
Exploration of Heterogeneity
Subgroup analyses were conducted to explore potential sources of heterogeneity among study results. These analyses included stratification by intervention type (e.g., aerobic exercise, resistance training, inspiratory muscle training) and setting (e.g., home-based versus supervised rehabilitation). Where feasible, meta-regression was also considered to examine the impact of specific study characteristics on the outcomes.
Sensitivity Analyses
To assess the robustness of the synthesised results, sensitivity analyses were performed. These analyses involved excluding studies with a high risk of bias or studies with outlier results to determine whether the overall conclusions remained consistent. Additionally, alternative statistical models (e.g., fixed-effects models) were tested to evaluate the stability of the findings under different assumptions.
Reporting Bias Assessment
The potential for reporting bias due to missing results was considered throughout the synthesis process. As previously mentioned, funnel plots were generated for meta-analyses that included a sufficient number of studies to visually assess for asymmetry, which could indicate publication bias. Egger’s test was also utilised to statistically assess for small-study effects, which may suggest selective reporting. Additionally, the study selection process included a thorough comparison of reported outcomes with those outlined in study protocols (where available) to identify potential instances of selective outcome reporting. Sensitivity analyses, as described earlier, were also employed to assess the impact of any identified reporting bias on the overall conclusions.
Certainty Assessment
The certainty of the evidence for each outcome was assessed using the GRADE approach. This method evaluates several factors: risk of bias, inconsistency of results, indirectness of evidence, imprecision of effect estimates, and potential publication bias. Each factor contributed to rating the certainty of the evidence as high, moderate, low, or very low.
Registration and Protocol
This systematic review and meta-analysis was not registered in a formal registry. However, a review protocol was prepared and can be accessed upon request by contacting the corresponding author. No amendments were made to the original protocol during the review process.
3. Results
3.1. Systematic Review
3.1.1. Study Selection
After removing duplicates, 1,140 articles were identified, and six additional articles were found through a manual search. Of 44 articles screened in full, 26 (16-41) met the inclusion criteria.
Figure 1 details the selection process and exclusion criteria.
3.1.2. Study and Intervention Characteristics
Among the 26 studies (7 RCTs, 19 cohort studies), there were 22 distinct cohorts. Some studies examined the same cohorts while measuring different outcomes. Sample sizes ranged from 5 to 61 patients, with follow-ups lasting 4 weeks to 24 months. Interventions included:
Aerobic Exercise Training (AET): 18 studies
Resistance Training: 11 studies
Inspiratory Muscle Training (IMT): 6 studies
Rehabilitation programs were either hospital-based (12) or home-based (14), with weekly frequencies ranging from daily to once per week. Program durations varied from 4 to 12 months (see Supplementary Table S1 for details).
3.1.3. Patient Characteristics
428 Fontan patients actively participated in CR programs across the included studies. The control groups were stratified into Fontan patients (n=98) and healthy matched controls (n=32). Ages ranged from 7 to 45 years, including both children and adults. Both genders were evenly represented, and patient characteristics like dominant ventricle and age at Fontan completion varied widely (see Supplementary Table S2).
3.1.4. Quality Assessment
According to the Cochrane tool, all RCTs showed a low risk of bias, while cohort studies met the STROBE checklist criteria (>70%). Supplementary Tables S3 and S4 provide more details.
3.2. Study Observations
The effects of CR on several observations are summarised in Supplementary Table S5.
3.2.1. Exercise Capacity
Peak oxygen uptake (VO2) was the primary measure used to evaluate the impact of CR on Fontan patients. Most studies used cardiopulmonary exercise testing to measure peak VO2, except for Jacobsen et al. (2016), who used a shuttle run test.
Across the 22 cohorts reviewed, 12 studies reported no significant changes in peak VO2 after CR, while 11 observed notable improvements. Turquetto et al.'s study showed a 23% increase (from 27.0 to 33.3 mL/kg/min, p=0.012) following AET and a 9% rise (from 26.6 to 29.1 mL/kg/min, p=0.008) after IMT.
Four studies using the six-minute walk test (6 MWT) also found significant improvements. Sutherland et al. reported the largest gain, with a 48-meter increase (from 521m ± 101 to 569m ± 81, p < 0.005) following an 8-week combined AET and resistance training program.
3.2.2. Peak Workload
Six of the 13 studies reviewed showed no significant changes in peak workload, measured during cardiopulmonary exercise testing. However, seven studies observed significant improvements, primarily in aerobic and/or resistance training. Scheffers et al. reported the most notable increase, an 18% rise in peak workload after high-weight leg resistance training combined with a high-protein diet. Only one study focused solely on IMT.
3.2.3. VE/VCO2 Slope
Of 13 studies assessing the VE/VCO2 slope, 10 reported no significant change, while three documented enhancements. Two of these, by Wittekind and Pykkönen, combined AET with resistance training. Third, Laohachai focused on IMT.
3.2.4. Activity Levels
Four of the seven studies that measured activity levels used accelerometers. Duppen, Jacobsen, and Scheffers found no significant activity increase, but Longmuir reported a notable rise in moderate-to-vigorous activity by 36±31 minutes weekly (p=0.04) at 24 months. The other three studies, which relied on self-reports, showed mixed results. Hedlund and Pyykkönen observed increased activity, but Hedlund noted a decline at the 1-year post-training mark.
3.2.5. Cardiac Output
Three of the eight studies assessing cardiac output using MRI or echocardiography reported significant increases following CR. Laohachai found a 0.3 L/min improvement in resting output after IMT (p = 0.03). Scheffers et al. reported increased single-ventricle stroke volume (43 to 46 ml/beat/m^2, p = 0.014). At the same time, Cordina et al. found higher stroke volumes at rest and during exercise in a trained Fontan group compared to a detraining period, with significant increases at rest (77.8 ± 10.3 vs 66.7 ± 9.3 ml, p = 0.01) and during exercise.
3.2.6. Cardiac Biomarkers
Three studies examined the effect of training on cardiac biomarkers. Duppen and Scheffers found no significant changes in biomarkers after CR, while Perrone et al. observed a substantial reduction in NT-proBNP levels (from 96.3 ± 6.7 to 62.5 ± 46.1, p < 0.001).
3.2.7. Lung Function
Nine studies examined the impact of CR on lung function. Seven (excluding Hedlund and Brassard) implemented IMT as a component of CR. Notably, the study conducted by Brassard introduced AET and resistance training as part of CR. However, this was unique because it did not demonstrate a statistically significant increase in lung function following CR, setting it apart from other studies.
3.2.8. Lower Limb Muscle Function
Four studies (Avitabile, Pyykkönen, Brassard, and Scheffers) evaluated lower limb muscle function following CR, incorporating strength and resistance training. Scheffers et al.'s study, unique in its focus on high-weight resistance training and a high-protein diet, was the only study to report significant improvements in leg muscle strength. Other studies lacking this dietary component showed no notable enhancement in lower-limb muscle function.
3.2.9. Quality of Life
Seven of the ten studies on Fontan patients' quality of life after CR showed improvements. Six studies assessed quality of life via patient and parent reports. Jacobsen et al. noted improved parent-reported quality of life at 12 weeks and 6 months, but patient-reported measures declined at 6 months. Three studies, including Dirks et al., found no improvement in quality of life post-CR.
3.2.10. Adverse Events
Of the 20 studies reviewed, six did not report adverse events, and 14 reported no adverse events related to CR. Overall, CR appears generally safe, with few adverse events.
3.3. Meta-Analysis
Our meta-analysis evaluated the differential impact of various CR interventions, including AET, resistance training, and IMT, on patients after the Fontan procedure. The analysis used a continuous random-effects model with the mean difference as the primary metric.
3.3.1. Effectiveness of Intervention Types
The effectiveness of CR interventions was assessed by evaluating improvement in exercise capacity, measured by peak VO2. The overall pooled effect indicated a significant improvement, with a mean difference of -1.947 (95% confidence interval [CI]: -2.402 to -1.491; p < 0.001), suggesting that rehabilitation benefits this patient population.
Subgroup Analyses
Subgroup analyses were performed to assess the efficacy of the different interventions.
IMT: This subgroup did not demonstrate a significant effect, with a mean difference of -0.280 (95% CI: -2.639–2.079; p = 0.816).
AET: AET alone approached statistical significance, with a mean difference of -1.441 (95% CI: -2.922–0.039; p = 0.056), suggesting a potential benefit of AET in improving outcomes.
Combined AET and Resistance Training: The combination of AET and resistance training provided a significant mean difference of -2.109 (95% CI: -2.647 to -1.572; p < 0.001), indicating the robust effect of this hybrid intervention.
Combined AET and IMT: The addition of IMT to AET also yielded a favourable outcome, with a mean difference of -1.687 (95% CI: -2.999 to -0.376; p=0.012).
Resistance Training Alone: Resistance training alone did not reach significance, with a mean difference of -3.217 (95% CI: -8.798 to 2.363; p = 0.259).
These findings suggest that, while individual interventions may offer some benefits, the combination of AET with either resistance training or IMT appears more effective for patients following the Fontan procedure (
Figure 2).
Subgroup analyses regarding rehabilitation setting (home-based, supervised, or a hybrid of both) showed only a significant improvement in peak VO2 with Home-Based rehabilitation (
Figure 3).
Heterogeneity and Consistency Across Studies
The consistency of the results across the included studies was evaluated using the I² statistic. In our meta-analysis, an I² value of 0% was observed (p = 0.591), indicating no evidence of heterogeneity and suggesting that the variations in the study estimates are compatible with what would be expected by random chance alone. This enhances the reliability of the overall effect estimates, as it implies that the observed treatment effects are consistent across different interventions and study populations within the included literature.
Subgroup analyses also explored heterogeneity by examining the setting of rehabilitation (home-based vs. supervised). Results indicated a significant improvement in peak VO2 with home-based rehabilitation, but no significant differences were found between supervised and hybrid interventions, further supporting the consistency of the results across various contexts.
3.3.2. Effect of Cardiac Rehabilitation on Peak Work
We further investigated the influence of various CR interventions on Peak Work capacity, expressed as standardised mean difference (SMD) to accommodate the different scales used in the studies.
The overall effect size for all interventions combined was modest and not statistically significant, with an SMD of 0.175 (95% CI: -0.051–0.400; p = 0.128), suggesting a small and uncertain effect of CR on peak work capacity (
Figure 4).
Subgroup Analyses
The impact of different interventions on peak work yielded the following results:
IMT: No significant change (SMD: 0.148; 95% CI: -0.246 to 0.543; p = 0.461).
AET: No significant improvement (SMD: 0.090; 95% CI: -0.344 to 0.524; p = 0.684).
Combined AET and Resistance Training: No significant effect (SMD: 0.152; 95% CI: -0.299 to 0.603; p = 0.509).
Resistance Training Alone: A non-significant trend toward improvement (SMD: 0.487; 95% CI: -0.273 to 1.247; p = 0.209).
The I² statistic was 0% (p = 0.920), indicating no observed heterogeneity and consistent study results. The lack of statistically significant changes across interventions suggests that the type of CR program may not significantly affect peak work capacity in Fontan patients.
3.4. Sensitivity Analyses
To assess the robustness of the synthesised results, sensitivity analyses were conducted by excluding studies with a high risk of bias and those identified as outliers. The exclusion of these studies did not significantly alter the overall conclusions, indicating that the results were robust to variations in study quality and extreme data points.
Additionally, we tested the impact of using different statistical models (e.g., fixed-effects models) on the meta-analysis results. These alternative models yielded similar conclusions, further supporting the robustness of our findings.
3.5. Reporting Biases
To assess the risk of bias due to missing results, particularly from reporting biases, funnel plots were generated for meta-analyses where sufficient studies were available. Visual inspection of the funnel plots did not reveal significant asymmetry, suggesting a low risk of publication bias. Additionally, Egger’s test was conducted to statistically assess for small-study effects, and the results were not significant, further indicating that reporting bias is unlikely to have substantially influenced the findings of this review.
For each synthesis, we compared the reported outcomes against the expected outcomes from study protocols (when available). This comparison did not reveal any substantial discrepancies, suggesting that selective outcome reporting was minimal. Thus, the overall risk of bias due to missing results across the included studies is considered low.
3.5. Certainty of Evidence
The certainty (or confidence) in the body of evidence for each outcome was assessed using the GRADE approach. Each outcome was evaluated across several domains, including risk of bias, inconsistency, indirectness, imprecision, and potential publication bias.
Risk of Bias: Most studies had a low or moderate risk of bias, as assessed by the Cochrane Risk of Bias Tool and the STROBE checklist. This generally supported a moderate to high level of certainty in the evidence.
Inconsistency: The I² statistic indicated low heterogeneity for most outcomes, further supporting the consistency of the findings and contributing to a higher certainty rating.
Indirectness: The studies included in the review directly addressed the population, interventions, and outcomes of interest, resulting in minimal concerns about indirectness.
Imprecision: Confidence intervals for the main outcomes (e.g., peak VO2) were relatively narrow, indicating precise effect estimates and enhancing the certainty of the evidence.
Publication Bias: As discussed in the reporting bias assessment, no significant evidence of publication bias was found, supporting a higher certainty in the conclusions drawn from the synthesis.
Based on the GRADE criteria, the certainty of the evidence for most outcomes was rated as moderate to high, indicating that further research is unlikely to substantially change the overall conclusions.
4. Discussion
Fontan Procedure and Postoperative Challenges
The Fontan procedure is critical in treating single-ventricle congenital heart defects, improving outcomes and increasing survival rates. However, with a 30-year survival rate of about 85%, challenges remain, particularly with exercise capacity and quality of life. While exercise training programs promise to enhance physical fitness and psychosocial outcomes for Fontan patients, low adherence to guidelines limits their impact.
This systematic review and meta-analysis sought to clarify the safety, efficacy, and best practices of exercise training programs for Fontan patients, aiming to create an evidence-based framework for postoperative management.
Safety
All studies validated CR to be safe. It needs to be taken into account that in most of the studies, Fontan patients with worse clinical conditions were excluded (e.g. heart failure patients, patients with exercise restrictions, low exercise capacity or frequent symptomatic arrhythmias). This raises the question of whether exercise training is also safe for these patients. Patients with lower baseline values might benefit more from the CR. Thus, it feels contradictory to exclude patients with worse clinical conditions. For this group of Fontan patients, exercise training programs might be needed and might provide a lot of improvement.
Impact of Exercise Training on Fontan Patients
Exercise training offers significant potential for improving various health outcomes in Fontan patients. In particular, AET has been shown to enhance exercise capacity, with a notable study revealing a 23% increase in peak VO2. Resistance training and IMT also boosted exercise capacity, though not all studies reported significant improvements. These interventions have demonstrated that targeted exercise regimens can help address exercise performance challenges in this patient group.
Cardiac biomarkers also responded to exercise training, as some studies reported significant reductions in NT-proBNP levels, suggesting improved cardiac function and potentially better clinical outcomes. However, the variability in findings across different studies indicates that further investigation is needed to understand the relationship between exercise and cardiac biomarkers fully.
Lung function and lower-limb muscle strength were positively affected by exercise training, with high-weight resistance training, especially when combined with a high-protein diet, resulting in considerable gains in muscle strength. While one study did not significantly improve lung function, others showed notable enhancements, emphasising the importance of structured training programs.
The effects on quality of life were more varied. Some studies found improvements, particularly in assessments reported by parents, while others observed no significant changes. This discrepancy underscores the complex interplay between physical and psychosocial factors influencing quality of life. It reinforces the need for a holistic approach that considers physiological and psychological aspects to improve patient well-being.
Efficacy of Different Cardiac Rehabilitation Interventions
Our meta-analysis provides essential insights into the efficacy of different CR interventions for Fontan patients. The overall pooled effect indicated significant benefits, particularly with specific combinations. AET paired with resistance training or IMT showed promising results, suggesting a synergistic effect that can comprehensively improve exercise capacity and cardiac health.
Subgroup analysis revealed more nuanced findings. While IMT alone did not show significant effects, its combination with AET yielded favourable outcomes, emphasising the value of a multifaceted exercise approach. AET nearly reached statistical significance, highlighting its importance in CR programs for Fontan patients. However, resistance training alone did not significantly improve outcomes, suggesting it is best used alongside other modalities for maximum effectiveness. These findings underscore the importance of integrating multiple exercise types to deliver optimal results for this unique patient group.
Synergetic effect of different training modalities
As previously stated, the meta-analysis found that combining different training modalities yields better outcomes due to a synergistic effect. The reduced exercise capacity and cardiac health in Fontan patients result from complex interactions among various factors. Addressing the problem at multiple levels logically leads to more significant improvements.
The Fontan circulation lacks a sub-pulmonary pump, causing venous blood to drain directly into the lungs and limiting hemodynamics. This restricts cardiac augmentation during exercise, reduces exercise capacity (7, 8). As a result, Fontan patients often lead a sedentary lifestyle, worsening their muscle atrophy (5) and further reducing exercise capacity (42), creating a downward spiral. Tackling this issue on multiple fronts is essential.
AET can improve overall cardiorespiratory capacity, enabling more physical activity (20, 24). Resistance training helps increase muscle mass, making activity easier while potentially enhancing non-pulsative venous flow. This, in turn, boosts systemic preload, cardiac output, and exercise capacity (28, 36, 43). IMT can also improve pulmonary blood flow by strengthening the thoracic pump (27).
Therefore, combining different training modalities targets multiple aspects of the Fontan circulation, potentially leading to a synergistic effect that produces the most favourable outcomes for these patients.
Limitations and Future Perspectives
Most studies had small cohorts, and only 7 of the 26 were RCTs. The heterogeneity in study design, patient characteristics, and excluding patients in more severe conditions requires cautious interpretation.
Long-term efficacy remains unclear, necessitating more extended follow-up studies. Further research is needed to determine optimal CR parameters, understand the long-term health outcomes, and uncover the mechanisms behind exercise training benefits. This will help refine and optimise CR for this group. Moreover, studies are needed to assess the safety and efficacy of exercise training in Fontan patients with severe conditions.
5. Conclusions
In conclusion, exercise training can improve exercise capacity, cardiac biomarkers, lung function, and muscle strength in Fontan patients, potentially leading to a better quality of life. Further research should refine exercise protocols, assess long-term effects, and clarify underlying mechanisms to enhance these patients' outcomes and quality of life.
Author Contributions
Conceptualization, Ana Félix and Sérgio Laranjo; Data curation, Luna de Ven, Joana Suarez, and Ana Félix; Methodology, Luna de Ven and Sérgio Laranjo; Supervision, Fatima Pinto and Sérgio Laranjo; Writing – original draft, Luna de Ven; Writing – review & editing, Ana Félix, Jorge Dias, Fatima Pinto and Sérgio Laranjo. Ana Félix and Luna de Ven have contributed equally to this work.
Funding
This research received no external funding.
Institutional Review Board Statement
Ethical approval was not required for this study as it is a systematic review and meta-analysis of previously published data. The study followed the guidelines and ethical standards for conducting and reporting systematic reviews, in accordance international best practices.
Informed Consent Statement
Informed consent was not applicable to this study, as all data included in the systematic review and meta-analysis were obtained from previously published studies. No new patient data were collected, and all analyses were conducted on anonymised, aggregated data available in the public domain or through institutional access to published literature.
Data Availability Statement
Data supporting the findings of this systematic review and meta-analysis are based on previously published studies, which are available in the public domain or through institutional access. No new data were generated or collected specifically for this study. The datasets and analyses used in this review can be accessed through the original publications referenced in the article. Template data collection forms that were used during the review process are available upon request by contacting the corresponding author. Additionally, any other materials, such as analytic scripts and tools used for data extraction and synthesis, can also be provided upon request.
Conflicts of Interest
The authors declare no conflicts of interest.
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