GLP1R and diabetes mellitus: Similar to the observed eGFR improvement trend, a greater increase in mean BHB levels from baseline to 365 days was significantly associated with eGFR improvement, along with shorter diabetes duration, higher baseline eGFR and baseline use of GLP1-RA and ACEi/ARBs after accounting for body weight changes at one year.