Abstract
Background
The objective was to explore the efficacy of ablation lesion sets in addition to pulmonary vein isolation (PVI) for paroxysmal atrial fibrillation. The optimal strategy for catheter ablation of paroxysmal atrial fibrillation is debated.
Methods and Results
The SMASH‐AF (Systematic Review and Meta‐analysis of Ablation Strategy Heterogeneity in Atrial Fibrillation) study cohort includes trials and observational studies identified in PubMed, Scopus, and Cochrane databases from January 1 1990, to August 1, 2016. We included studies reporting single procedure paroxysmal atrial fibrillation ablation success rates. Exclusion criteria included insufficient reporting of outcomes, ablation strategies that were not prespecified and uniform, and a sample size of fewer than 40 patients. We analyzed lesion sets performed in addition to PVI (PVI plus) using multivariable random‐effects meta‐regression to control for patient, study, and procedure characteristics. The analysis included 145 total studies with 23 263 patients (PVI‐only cohort: 115 studies, 148 treatment arms, 16 500 patients; PVI plus cohort: 39 studies; 46 treatment arms, 6763 patients). PVI plus studies, as compared with PVI‐only studies, included younger patients (56.7 years versus 58.8 years, P=0.001), fewer women (27.2% versus 32.0% women, P=0.002), and were more methodologically rigorous with longer follow‐up (29.5 versus 17.1 months, P 0.004) and more randomization (19.4% versus 11.8%, P<0.001). In multivariable meta‐regression, PVI plus studies were associated with improved success (7.6% absolute improvement [95% CI, 2.6–12.5%]; P<0.01, I 2=88%), specifically superior vena cava isolation (4 studies, 4 treatment arms, 1392 patients; 15.1% absolute improvement [95% CI, 2.3–27.9%]; P 0.02, I 2=87%). However, residual heterogeneity was large.
Conclusions
Across the paroxysmal atrial fibrillation ablation literature, PVI plus ablation strategies were associated with incremental improvements in success rate. However, large residual heterogeneity complicates evidence synthesis.
Keywords: atrial fibrillation, catheter ablation, meta‐analysis, success rates, systematic review
Subject Categories: Atrial Fibrillation, Catheter Ablation and Implantable Cardioverter-Defibrillator, Meta Analysis
Clinical Perspective
What Is New?
After controlling for patient, study design, and procedural covariates, studies investigating lesion sets in addition to pulmonary vein isolation were associated with modest improvement in success rates for ablation of paroxysmal atrial fibrillation compared with studies on pulmonary vein isolation alone.
When lesion sets were disaggregated, performing superior vena cava isolation in all study patients in addition to pulmonary vein isolation was associated with the largest improvement in success rates.
What Are the Clinical Implications?
Large residual heterogeneity limits causal inferences and application of these findings to clinical practice.
Lack of consensus on the choice of atrial fibrillation ablation lesion set efficacy is driven by evidence incompatibility.
Lesion sets in addition to pulmonary vein isolation do not appear futile; however, ablation protocol reproducibility across the field needs to be addressed to efficiently determine optimal ablation strategies.
Introduction
Despite almost 20 years of investigation into approaches for catheter ablation for atrial fibrillation (AF),1 consensus has not been achieved on the utility and efficacy of ablation lesion sets in addition to pulmonary vein isolation (PVI) in patients with paroxysmal AF (PAF). Absence of clarity and agreement on AF mechanisms contributes to the lack of consensus on ablation approach,2 as does reproducibility issues across the field. Previous attempts at building consensus through evidence synthesis of the AF ablation literature have used limited study cohorts as a result of noncomprehensive search strategies and exclusion of noncontrolled studies. In addition, analyses were confounded by lesion sets not of interest and did not adequately account for the unprecedented degree of variation in the literature with respect to evaluated ablation strategies, study designs and follow‐up protocols, and enrolled populations.3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14
Therefore, we sought to explore the efficacy of ablation lesion sets in addition to PVI in catheter ablation for PAF by performing the most comprehensive attempt, to date, at evidence synthesis through systematic review and meta‐analysis. From this cohort of studies, we also sought to explore variation in patient demographics and study design characteristics in the PAF ablation literature.
Methods
The SMASH‐AF (Systematic Review and Meta‐analysis of Ablation Strategy Heterogeneity in Atrial Fibrillation) study is a comprehensive cohort of trials and observational studies that investigated catheter ablation for AF from January 1, 1990, to August 1, 2016. Included trials met strict criteria for reproducibility of ablation strategy. The full project protocol was registered with PROSPERO (International Prospective Register of Systematic Reviews) before data analysis.15 Methods for cohort creation have been previously described in detail.16
Data Sources and Searches
We identified relevant articles in PubMed, Scopus, and Cochrane databases using a sensitive search strategy (Table S1) developed in collaboration with Lane Medical Library (Stanford University), designed to capture both contemporary studies and all studies included in prior AF ablation systematic reviews.17, 18 Search terms were selected to capture the full spectrum of AF ablation approaches, tools, and technologies.
Study Selection
Studies were screened for SMASH‐AF cohort inclusion if they reported ablation outcomes of interest, which were defined as AF ablation success rate, safety profile, quality of life postablation, or procedure cost. Major exclusion criteria included: (1) no treatment or outcomes of interest; (2) insufficient reporting of baseline patient demographics, ablation strategy, or outcomes of interest; (3) ablation strategies that were not prespecified and uniform across the treatment arm; and (4) small study size (ie, fewer than 40 patients in a treatment arm). Full exclusion criteria are available in Tables S2 and S3. We screened studies for exclusion criteria in 2 steps: (1) review of title and abstract performed by 1 project member (G.L.); and (2) review of full text performed by 3 project members (G.L., A.C., F.Y.) with 2‐reviewer agreement required for final inclusion or exclusion. All exclusion conflicts were settled by a single project member (A.P.).
Data Extraction and Quality Assessment
We identified necessary data assumptions and simplifications (Table S4) and performed data abstraction form optimization through a trial abstraction of 20 random articles. Data abstraction was performed by 3 project members (G.L., A.C., F.Y.) with abstracted data categories available in Table S5. Ablation protocol exclusion criteria (Table S2, criteria 5–11) were used to assess quality, bias, and reproducibility of included studies. All aspects of the SMASH‐AF study followed the Standards for Systematic Reviews established by the Institute of Medicine,19 which has been adopted in the Methodology Standards of the Patient‐Centered Outcomes Research Institute.20 Reporting of results is in accordance with both the Institute of Medicine and PRISMA guidelines.19, 21
Data Synthesis and Statistical Analysis
For the efficacy of ablation lesion sets in addition to PVI analysis, we excluded treatment arms from the previously described SMASH‐AF study cohort that: (1) were not composed exclusively of patients with paroxysmal AF; (2) did not attempt PVI of all pulmonary veins; and (3) did not report a single procedure success rate. The citations of studies included in the analysis cohort are available in the supplemental references. We abstracted success rate as reported single procedure AF recurrence‐free survival. If multiple recurrence definitions were reported, the highest priority definition was included in the analysis based on the following priority order: (1) atrial tachyarrhythmia without antiarrhythmic agents; (2) AF without antiarrhythmic agents; (3) atrial tachyarrhythmia with antiarrhythmic agents; and (4) AF with antiarrhythmic agents. We determined studies’ percentage of follow‐up with rhythm monitoring based on reported postablation screening protocol.
We performed meta‐regressions at the treatment arm level with ablation lesion set as a dichotomous independent variable (PVI only versus PVI with any additional lesion set [PVI plus]) and single procedure success rate as the dependent variable. We did not pool results from studies’ treatment and control arms during meta‐regression as there is no consistent control arm across the literature and many relevant observational studies are uncontrolled. In a secondary analysis, regression models included separate variables for each ablation lesion set performed in addition to PVI. Multivariable models included covariates selected by face validity for study design (study type [randomized, prospective, retrospective, case control], recurrence definitions [AF or atrial tachyarrhythmia, arrhythmia duration definition], follow‐up protocol [duration of follow‐up, rhythm monitoring percentage], antiarrhythmic drug prohibition, study size, year published), baseline patient demographics (age, percent of women), and procedure characteristics (ablation energy type, catheter [balloon, contact force, irrigated], cavotricuspid isthmus line).
Meta‐regressions used DerSimonian and Laird methodology with random effects, which allows the true effects to vary between studies by assuming that they have a normal distribution around a mean effect. Statistical heterogeneity was assessed using the I 2 statistic. The t test or Mann–Whitney U test were used, depending on variable normality and variance, to compare study design characteristic and patient demographics between PVI plus and PVI‐only studies. We used Evidence Partners DistillerSR for: (1) reference management; (2) creation, distribution, and completion of screening and data collection forms; (3) record of exclusion rationale; and (4) storage of abstracted data. All analyses were performed using STATA, version 12.1 (StataCorp).22, 23
Results
The analysis cohort included 145 studies (194 treatment arms) with 23 263 patients (PVI‐only cohort: 115 studies, 148 treatment arms, 16 500 patients; PVI plus cohort: 39 studies, 46 treatment arms, 6763 patients) (Figure 1). Lesion sets performed in addition to PVI in the analysis cohort included 3 linear ablation lesion sets (box lesion, mitral line, and roof line), 3 right atrial ablation lesion sets (coronary sinus isolation, superior vena cava [SVC] isolation in all patients, and SVC isolation in patients with SVC triggers only), complex fractionated atrial electrogram ablation, ectopic foci ablation, and ganglionated plexi/autonomic denervation ablation (Table 1). For PVI‐only studies, reported success rates ranged from 29.2% to 93.3%, with a summary estimate of 70.5% (95%CI, 68.4–72.6%; I 2=90%) (Figure S1). For PVI plus studies, reported success rates ranged from 43.0% to 94.0%, with a summary estimate of 73.7% (95% CI, 70.1–77.3%; I 2=92%) (Figure S2).
Figure 1.
Flow diagram. Inclusion and exclusion criteria used to select analysis cohort. AF indicates atrial fibrillation; AT, atrial tachycardia; CTI, cavotricuspid isthmus; PVI, pulmonary vein isolation; SMASH‐AF, Systematic Review and Meta‐analysis of Ablation Strategy Heterogeneity in Atrial Fibrillation; SVC, superior vena cava.
Table 1.
Patient Demographics, Study Design, and Procedure Characteristics by Ablation Lesion Set in Paroxysmal AF Ablation Studies
Ablation Lesion Setb , c | Treatment Arms, No. | Patient Demographicsa | Study Design Characteristicsa | Procedure Characteristicsa | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Age, y | Women, % | Hypertension, %d | RCT, % | Size, No.e | Follow‐Up Duration, mo | Rhythm Monitoring, %f | No AADs, % | Guideline Recurrence Definition, %g | RFA, % | CF‐Catheter, %d | Irrigated‐Catheter, %d | ||
PVI only | 148 | 58.8 | 32.0 | 44.9 | 11.8 | 111 | 17.1 | 2.6 | 77.5 | 66.4 | 75.6 | 1.4 | 53.4 |
PVI plush | 46 | 56.7 | 27.2 | 40.4 | 19.4 | 147 | 29.5 | 1.6 | 82.4 | 52.1 | 99.2 | 1.3 | 33.0 |
P valuei | 0.001 | 0.002 | 0.28 | <0.001 | 0.85 | 0.004 | 0.81 | 0.83 | 0.12 | <0.001 | 0.38 | 0.34 | |
CFAE | 3 | 61.7 | 38.8 | 60.0 | 27.0 | 94 | 26.2 | 1.0 | 54.4 | 54.4 | 100 | 0 | 100 |
Ectopic foci | 26 | 56.9 | 25.5 | 37.5 | 12.6 | 175 | 27.9 | 1.5 | 96.7 | 45.2 | 98.8 | 0 | 31.2 |
Ganglionated plexi | 1 | 56.0 | 30.0 | 71.0 | 100.0 | 82 | 24.0 | 3.3 | 0.0 | 100.0 | 100 | 0 | 100 |
Box lesion | 7 | 55.0 | 33.8 | 41.3 | 50.7 | 110 | 13.8 | 5.4 | 93.2 | 50.7 | 100 | 17.0 | 83.0 |
Mitral line | 8 | 54.0 | 34.3 | 45.9 | 36.0 | 93 | 16.6 | 3.9 | 93.3 | 24.0 | 100 | 17.8 | 40.2 |
Roof line | 8 | 57.9 | 29.5 | 51.5 | 62.7 | 69 | 23.5 | 1.0 | 58.2 | 52.2 | 100 | 0.0 | 65.6 |
Coronary sinus isolation | 1 | 63.5 | 35.0 | 64.3 | 0.0 | 128 | 26.3 | 0.6 | 0.0 | 0.0 | 100 | 0.0 | 100 |
SVC isolation, allj | 4 | 54.7 | 26.9 | 37.5 | 10.8 | 348 | 54.4 | 0.4 | 63.1 | 44.0 | 100 | 0.0 | 0 |
SVC isolation, triggeredk | 11 | 58.8 | 25.4 | 41.7 | 18.2 | 217 | 28.2 | 2.1 | 93.3 | 81.7 | 100 | 0.0 | 43.3 |
AADs indicates antiarrhythmic drugs; AF, atrial fibrillation; CFAE, complex fractionated atrial electrogram; RFA, radiofrequency ablation; RCT, randomized control trial.
Mean weighted by number of patients per treatment arm.
Ablation lesion sets performed in addition to pulmonary vein isolation (PVI).
Ablation lesion set groups not mutually exclusive as treatment arm may perform multiple ablation lesion sets.
Percent of PVI‐only and PVI plus treatment arms, respectively, reporting hypertension: 87% and 74%; contact force (CF) catheter: 97% and 96%; and irrigated catheter: 97% and 96%.
Number of patients per treatment arm.
Percentage of mean follow‐up with rhythm monitored.
Recurrence defined as atrial tachyarrhythmia for 30 seconds.
PVI with any additional lesion sets.
PVI plus as compared with PVI only.
Superior vena cava (SVC) isolation performed in all patients.
SVC isolation only in patients with SVC triggers.
PVI plus studies, compared with PVI‐only studies, included patients who were slightly younger (56.7 versus 58.8 years, P=0.001) and less likely to be women (27.2% versus 32.0% women, P=0.002) and had more rigorous study methodology with a longer mean follow‐up (29.5 versus 17.1 months, P=0.004) and more randomization (19.4% versus 11.8%, P<0.001). Individual ablation lesion sets were underpowered to assess for statistical differences in baseline patient demographics and study design characteristics; however, qualitative variation was large (Table 1).
In univariable meta‐regressions, PVI plus studies weakly trended towards a 3.2% absolute increase in success rate compared with PVI‐only studies (95% CI, −1.0% to 7.3%; P=0.13 [I 2=90%]). Individual ablation lesion sets were not associated with improved success. After controlling for patient demographics, study design, and procedure characteristics, PVI plus studies were associated with a 7.6% absolute increase in success rate compared with PVI‐only studies (95% CI, 2.6–12.5%; P<0.01 [I 2=88%]). In multivariable meta‐regression of individual ablation lesion sets, as compared with PVI only, SVC isolation in all patients (4 studies, 4 treatment arms, 1392 patients) was associated with a 15.1% absolute improvement in success (95% CI, 2.3–27.9%; P=0.02), while complex fractionated atrial electrogram ablation trended towards a 14.4% absolute improvement in success (95% CI, −2.3% to 31.1%; P=0.09) (Table 2) (Figure 2). The multivariable meta‐regression of individual lesion sets had large residual heterogeneity (I 2=87%). A cavotricuspid isthmus line was not associated with success rate in any analysis.
Table 2.
Meta‐Regressions of Ablation Lesion Sets in Addition to PVI in Paroxysmal AF Ablation Studies
Ablation Lesion Setc | Univariate Meta‐Regression | Multivariate Meta‐Regressiona , b | ||||
---|---|---|---|---|---|---|
Coefficient, %d | 95% CI | P Value | Coefficient, %d | 95% CI | P Value | |
PVI pluse | 3.2 | −1.0 to 7.3 | 0.13 | 7.6 | 2.6 to 12.5 | <0.01 |
CFAE | 7.7 | −10.4 to 25.9 | 0.40 | 14.4 | −2.3 to 31.1 | 0.09 |
Ectopic foci | 1.3 | −4.9 to 7.3 | 0.70 | 4.0 | −3.1 to 11.0 | 0.27 |
Ganglionated plexi | 3.7 | −21.1 to 28.4 | 0.77 | 4.8 | −18.0 to 27.6 | 0.68 |
Box lesion | 9.6 | −2.4 to 21.5 | 0.12 | 4.6 | −8.0 to 17.1 | 0.47 |
Mitral line | 4.5 | −7.6 to 16.6 | 0.47 | 10.0 | −2.6 to 22.5 | 0.12 |
Roof line | 5.3 | −6.1 to 16.8 | 0.36 | 8.9 | −2.2 to 20.2 | 0.12 |
Coronary sinus isolation | −0.3 | −30.2 to 29.6 | 0.98 | −12.8 | −40.8 to 15.3 | 0.37 |
SVC isolation, allf | 6.0 | −6.0 to 18.1 | 0.32 | 15.1 | 2.3 to 27.9 | 0.02 |
SVC isolation, triggeredg | −3.5 | −12.3 to 5.3 | 0.44 | 2.0 | −9.0 to 13.0 | 0.72 |
CFAE indicates complex fractionated atrial electrogram.
Covariates included study design characteristics (study type [randomized, prospective, retrospective, case control], recurrence definitions [atrial fibrillation (AF) or atrial tachyarrhythmia, arrhythmia duration definition], follow‐up protocol [duration of follow‐up and rhythm monitoring percentage], antiarrhythmic drug prohibition, study size, year published), patient demographics (age, percentage of women), and procedure characteristics (ablation energy, catheter [balloon, contact force, irrigated], cavotricuspid isthmus line).
Pulmonary vein isolation (PVI) plus analysis: residual I 2=88%; PVI with individual lesion set analysis: residual I 2=87%.
Ablation lesion sets performed in addition to PVI.
Absolute difference in success rate compared with PVI only.
PVI with any additional lesion sets.
Superior vena cava (SVC) isolation performed in all patients.
SVC isolation only in patients with SVC triggers.
Figure 2.
Efficacy of ablation lesion sets in addition to pulmonary vein isolation (PVI) in paroxysmal atrial fibrillation ablation studies. Multivariable meta‐regression results are reported. Point estimates represent absolute difference in success rate as compared with PVI only. PVI with any additional lesion sets analysis (PVI plus): residual I 2=88%; individual lesion set analysis: residual I 2=87%. CFAE indicates complex fractionated atrial electrogram; SVC, superior vena cava; SVC isolation, all: SVC isolation performed in all patients; SVC isolation, triggered: SVC isolation only in patients with SVC triggers.
Discussion
In this large and contemporary systematic review and meta‐analysis of studies of catheter ablation for PAF, we found an incremental benefit for lesion sets in addition to PVI, specifically SVC isolation. However, we found substantial variation in patient demographics and study design characteristics when studies were stratified by lesion set. Furthermore, there was large residual heterogeneity in treatment effect, which limits evidence synthesis and causal inference.
Variation in study designs, evaluated ablation strategies, and enrolled populations across AF ablation literature is likely driven by the inherent complexity of developing a highly technical procedure‐based treatment for a complex disease, for which mechanistic understanding is evolving. An unintended consequence of this variation is the creation of a literature base with an unprecedented degree of heterogeneity. Attempts at evidence synthesis through narrative review and expert opinion are likely to conflict depending on prioritization of study covariates. Similarly, attempts at complex meta‐analysis, as evidenced by our study, suffer from large residual heterogeneity despite accounting for many plausible determinants of outcome heterogeneity. In essence, many knowledge gaps in the AF ablation field are no longer sustained by evidence gaps but instead by evidence incompatibility.
Consensus statements on AF ablation have advocated for standardization of outcome definitions to improve reproducibility of results and evidence synthesis.24, 25, 26 Less frequently discussed are issues with ablation protocol reproducibility. In our review, a large proportion of studies were excluded for ablation protocols that were not explicit or consistent (exclusion criteria 5–11 [n=618]; 60% of full text exclusions), making replication and interpretation of results challenging. In the era of clinical outcome testing in AF ablation, trial durations have prolonged increasing the risk of ablation protocol heterogeneity within each individual trial, adding an additional dimension to the field's reproducibility issue.27, 28 Although the effect of ablation protocol reproducibility on our results was limited by strict exclusion criteria, it likely substantially contributes to evidence incompatibility across the field.
Large residual heterogeneity in our analyses prevents confident application of our findings to clinical practice. However, statistical superiority of approaches that utilize lesion sets in addition to PVI in multivariable analysis provides optimism that contemporary ablation strategies can achieve success rates higher than those achieved through PVI alone in patients with PAF. This finding contrasts with the nonparoxysmal AF ablation literature, where randomized trials have provided evidence that ablation beyond PVI with contemporary ablation strategies is not beneficial.29
To our knowledge, meta‐analysis of studies investigating SVC isolation in addition to PVI in patients with PAF has only been performed once. Three randomized controlled trials were included, with the study finding that SVC isolation strongly trended towards a reduction in AF recurrence (odds ratio, 0.54; 95% CI, 0.29–1.00 [P 0.05]).12 Mechanistically, similar to pulmonary veins, atrial myocardial tissue extends into the SVC30 making the SVC a common site of nonpulmonary vein triggers.31 Interestingly, in our analysis, when SVC isolation was only performed in patients with triggers mapped to the SVC, no reduction in AF recurrence was detected. This finding may be analogous to the early demonstration of inferiority of pulmonary vein ablation approaches that only targeted pulmonary veins with identified triggers, as compared with PVI of all pulmonary veins.
Limitations
Strict exclusion criteria limited the cohort size and resulted in certain ablation lesion sets being underrepresented in the analysis cohort. However, the SMASH‐AF study remains the largest systematic review and meta‐analysis of AF ablation performed by a large margin. As discussed, large residual heterogeneity requires explanation before definitive evidence synthesis can be achieved. Variable reporting of patient baseline characteristics and operator experience prevented controlling for study characteristics known to impact procedure outcome, which could account for some of the residual heterogeneity. Importantly, ablation approach and intraprocedural end points for adjunctive lesion sets are likely to differ between operators and studies. These factors are difficult to measure and were not reported in the majority of studies and may therefore be contributing to overall heterogeneity. Results may not generalize to patients seen in clinical practice, who may differ from clinical trial populations. Although we controlled for numerous study covariates, it is possible that the quality of PVI itself has improved over time with better technology and procedural maturity. In addition, while we accounted for secular trends, PVI lesion quality and durability could be an unmeasured confounder. Last, as with all systematic reviews and meta‐analyses, small study effects may bias results.
Conclusions
In a systematic review and meta‐analysis of trials and observational studies that spanned the entire AF ablation literature base, we found substantial variation in study designs. Although statistical superiority of ablation approaches was detected, issues with evidence incompatibility require further examination.
Sources of Funding
The SMASH‐AF study is supported by a seed grant from the Meta‐Research Center at Stanford (METRICS) (PTA 1166678‐104‐UAEVB) (Stanford, CA).
Disclosures
Narayan is funded by a research grant from the National Institutes of Health (HL13359) with ownership interest in Topera and consulting with Abbott, UpToDate, and the American College of Cardiology. Wang is funded by a research grant from Medtronic, Inc.; Siemens; Cardiofocus; and ARCA with research support from Medtronic, Inc.; St Jude Medical; Boston Scientific Corp; and Biosense Webster with honorarium from Janssen Pharmaceuticals; St Jude Medical; Medtronic, Inc.; and Amgen. Dr Wang has ownership interest in Vytronus and is a consultant or on the advisory board for Janssen Pharmaceuticals; St Jude Medical; Medtronic, Inc.; and Amgen. Turakhia is funded by a research grant from Janssen Pharmaceuticals; Medtronic Inc.; AstraZeneca; Veterans Health Administration; and Cardiva Medical Inc., with research support from AliveCor Inc., Amazon, Zipline Medical Inc., iBeat Inc., and iRhythm Technologies Inc. and honorarium from Abbott Medtronic Inc., Boehringer Ingelheim, Precision Health Economics, iBeat Inc., Akebia, Cardiva Medical Inc., and Medscape/theheart.org. The remaining authors have no disclosures to report.
Supporting information
Table S1. PubMed Search Strategy
Table S2. Exclusion Criteria
Table S3. Exclusions Exceptions and Clarifications
Table S4. Data Assumptions and Simplifications
Table S5. Data Abstraction Categories
Figure S1. Forest plot of PVI‐only study arms.1‐148
Figure S2. Forest plot of PVI plus treatment arms.149‐194
Acknowledgments
Christopher Stave, MLS (Lane Medical Library, Stanford University School of Medicine), consulted on search strategy creation and refinement. Ewoud Schuit, MSc, PhD (Stanford Prevention Research Center, Stanford University; Julius Centre for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, Netherlands), consulted on statistical methodology.
(J Am Heart Assoc. 2019;8:e009976 DOI: 10.1161/JAHA.118.009976.)
The abstract of this work was presented at the American College of Cardiology Scientific Sessions, March 17 to 19, 2017, in Washington, DC.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Table S1. PubMed Search Strategy
Table S2. Exclusion Criteria
Table S3. Exclusions Exceptions and Clarifications
Table S4. Data Assumptions and Simplifications
Table S5. Data Abstraction Categories
Figure S1. Forest plot of PVI‐only study arms.1‐148
Figure S2. Forest plot of PVI plus treatment arms.149‐194