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Type 2 diabetes accounts for over 90% of all diabetes cases and continues to rise globally, with projections reaching 853 million adults by 2050. Prediabetes, a key risk state, offers a critical window for prevention, as lifestyle changes can reduce progression to type 2 diabetes by nearly 50%. Despite clear guidelines emphasizing diet and physical…