Conversely, elevated apelin levels have been associated with adverse outcomes, including increased markers of renal fibrosis and dysfunction, such as TGF-β1 and urinary protein levels, indicating that high apelin levels may signal worsening kidney function or serve as biomarkers for advanced DKD [29]. This evidence concerns the gene APLN and renal fibrosis.