a positive trendP = 0.069
In contrast, metabolic control status and therapeutic factors exhibited more stable associations with blood ketone levels: HbA1c was significantly and positively correlated with ln(β-OHB + 0.01) (B = 0.230, P = 0.002), while fasting blood glucose showed a positive trend (B = 0.047, P = 0.069).