CFD and atrial fibrillation: Apart from the work by Ding et al. (30), who initially identified C1QC, VSIG4, and CFD as potential peripheral blood biomarkers for AF-related CS using bioinformatics approaches, no further studies exploring the molecular mechanisms underlying comorbidities associated with CS and AF were found.