Studies indicate excessive monocyte activation (especially enhanced migration) contributes to atrial structural remodeling and post-ablation AF recurrence (Suehiro et al., 2021), whereas the CD14+CD16+ monocyte subset may reduce AF susceptibility by inhibiting abnormal activation or maintaining immune homeostasis (Wang et al., 2024). Here, CD14 is linked to atrial fibrillation.