Lastly, while there is increasing interest in elucidating the role of innovative biomarkers such as neutrophil gelatinase-associated lipocalin (NGal) and non-coding RNA (ncRNA) in the pathogenesis and progression of renal disease in general, their role in SD-related renal disease has yet to be well clarified. Here, LCN2 is linked to kidney disorder.