INS and atherosclerosis: Therefore, the underlying mechanism could be linked to oxidative stress triggered by insulin resistance and pro-inflammatory cytokines, resulting in arterial stiffness, emphasizing a significant association between sarcopenic obesity and atherosclerosis, ultimately causing CVD.