“…Porges [ 14 ] proposed the polyvagal theory to elucidate the complex interplay between cardiac autonomic function, emotional regulation, and social interaction behavior. Previous studies demonstrated that patients with MDD exhibited diminished vagal modulation at rest [ 15 , 16 , 17 , 18 , 19 ] as well as during laboratory-induced emotion tasks, such as viewing sad films. A meta-analysis involving 43 studies encompassing 2359 patients with depression and 3547 healthy controls revealed that patients with depression had lower HRV indices (SDNN, RMSSD, pNN50, LF, and HF) compared to the healthy controls; however, no significant difference was observed in the LF/HF ratio between the two groups [ 19 ].…”