Multivariable Cox regression analysis with backward variable selection among all significant parameters ended up with a prediction model consisting of four variables, maintaining an acceptable events-per-variable ratio [34], where B2B index, a history of prior stroke or TIA, and heart failure were found to be independent predictors of AF recurrence (Table 6). This evidence concerns the gene KRTAP1-3 and heart failure.