TF and atrial fibrillation: This study aims to discover the association between cuproptosis-associated genes and AF, investigate the diagnostic importance of cuproptosis-associated gene signature based on the LightGBM algorithm, study the correlations between cuproptosis and immunocyte infiltration, and construct the microRNA (miRNA)-transcription factor (TF)-messenger RNA (mRNA) regulatory network of the genes.