Notably, during the early stage of DKD renal tubular damage, ALDH2 and FN1 expression showed no significant changes in early DKD (Figure 6G), aligning with bulk transcriptomics data (GSE142025; Figure 6H). Here, ALDH2 is linked to diabetic kidney disease.