GDF15 and Abnormality of mitochondrial metabolism: GDF15 is implicated in the activation of macrophages, endothelial dysfunction, and mitochondrial dysfunction (Chen et al., 2024; Chen, Yin & Liu, 2021; Joo et al., 2023; Rochette et al., 2020; Xu et al., 2022).