AF is the most common sustained cardiac rhythm disorder and is associated with increased morbidity and mortality. Since the first description of AF initiation by triggers from pulmonary veins sleeves, pulmonary vein isolation (PVI) has become the standard ablation strategy in patients with AF. 1 However, freedom from the arrhythmia, particularly in non-paroxysmal AF, remains suboptimal, and it is now clear that, in these patients, AF is maintained by an atrial substrate beyond the pulmonary veins. Although electrical remodelling may be reversible with termination of the arrhythmia, the development of atrial substrate due to fibrosis contributes to the progression of the AF phenotype from paroxysmal to persistent AF, leading to an arrhythmia that is more refractory to intervention. 2 It is clear from animal and human studies that prolonged AF can cause this structural change. Moreover, it is also apparent that a range of risk factors associated with AF, including age, obesity, heart failure (HF), valvular heart disease, hypertension (HT), sleep apnoea and alcohol intake, may also progress atrial remodelling. The rise in the prevalence of cardiovascular risk factors (particularly driven by ageing populations and the obesity epidemic) has been associated with an increase in the prevalence of AF and AF-related hospitalisations. 3 In this review, we focus on insights from electrophysiological mapping studies in cohorts with AF risk factors. We discuss substrate mapping and its implications for AF management and outcomes, and also focus on potential pitfalls. The Second Factor: Structural Remodelling is Required for AF Maintenance Early studies of animal models have demonstrated that AF promotes acute electrical remodelling, which in turn leads to further AF, thereby introducing the seminal concept that 'AF begets AF'. 4-6 In response to either induced AF or rapid atrial pacing, a reduction in the atrial effective refractory period (ERP) occurs with an increase in the spatial heterogeneity of ERP and loss of normal ERP rate adaptation, all resulting in progressively longer durations of AF. In this model, termination of the arrhythmia results in remodelling reversal, suggesting that sinus rhythm may beget sinus rhythm. However, human studies of early intervention to re-establish sinus rhythm do not fully support this concept; the re-establishment of sinus rhythm has not been found to prevent the progression of AF in the majority of patients. 7,8 Ongoing work has indicated that, beyond acute electrical remodelling, structural remodelling also occurs and is not necessarily fully reversible. This socalled second factor has been shown to occur as a result of longer durations of AF. However, the multiple conditions associated with AF also appear to promote significant structural remodelling.