Prompted by these insights, we conducted SMR analysis to explore the role of GARGs in CKD and kidney function, identifying several GARGs, such as NFE2L2, STK24, and PRKCE, with significant associations with CKD and kidney function. Here, STK24 is linked to chronic kidney disease.