Personalized Meal Timing and Walking Based on Glucose Patterns in Adults With Prediabetes

Participants randomized to this arm will receive personalized lifestyle guidance based on their CGM-derived circadian glycemic vulnerability phenotype. During the 10-day run-in period, continuous glucose monitoring, wrist actigraphy, and timestamped meal-photo logs will be used to identify the time window in which each participant has the greatest postprandial glucose exposure. Participants will be advised to shift their highest glycemic-load meal away from their highest-vulnerability window and toward their lowest-vulnerability window where feasible. They will also be instructed to perform a 10-minute brisk walk within 30 minutes after the meal occurring in their highest-vulnerability window on at least 5 days per week. The intervention will be delivered through structured dietitian counseling sessions and brief weekly check-in calls. No calorie restriction, prescribed macronutrient diet, or weight-loss target will be imposed.

Participants randomized to the active comparator arm will receive standardized sleep hygiene and general physical activity guidance matched for contact time with the intervention arm. Sleep hygiene advice will include maintaining regular sleep and wake times, aiming for adequate sleep duration, and reducing screen exposure before bedtime. Participants will also be advised to increase their average daily step count by approximately 10% above their run-in baseline, with steps distributed freely throughout the day. This arm will not include any advice on meal timing, carbohydrate timing, glycemic vulnerability windows, or postprandial walking. The intervention will be delivered through structured dietitian counseling sessions and brief weekly check-in calls.