Background The prevalence of chronic disease multimorbidity among Chinese adults is high and presents a serious public health challenge. Personalized and accessible lifestyle interventions are key to improving long-term outcomes. Existing mobile health technologies often deliver generalized content, offering high accessibility but overlooking the potential of individualized interventions informed by Traditional Chinese Medicine (TCM) body constitution. TCM emphasizes identification of constitution types to develop more targeted and comprehensive personalized lifestyle guidance. Therefore, we developed the Artificial Intelligence–Health Education and Lifestyle Support system based on TCM body constitution (AI-HEALS) to explore its feasibility and assess its preliminary efficacy in improving clinical outcomes, enhancing self-management behaviors among patients with chronic disease multimorbidity. Methods This study adopts a three-arm parallel randomized controlled trial design. A total of 207 patients with hypertension, type 2 diabetes, and/or hyperlipidemia will be recruited and randomized in a 1:1:1 ratio into a routine chronic disease management group, a generalized AI-HEALS intervention group, or a TCM-based AI-HEALS intervention group. The routine management group will receive standard chronic disease care only. AI-HEALS is deployed via a WeChat Mini Program and features automated health-education content delivery, digital diaries for data logging, and intelligent QA functions. The backend houses a knowledge base covering chronic disease multimorbidity and TCM constitution-based wellness. The generalized AI-HEALS group will receive health-education content targeting chronic disease multimorbidity. The TCM-based AI-HEALS group will first complete a constitution assessment through the Mini Program, after which the system will deliver personalized health-management content tailored to their constitution type, drawing from the combined knowledge base of chronic disease multimorbidity and TCM constitution wellness. The intervention will last 3 months with follow-ups to month 6. The primary outcome is the change in systolic blood pressure from baseline to the end of intervention. Secondary outcomes include blood glucose and lipid levels, chronic-disease self-management behaviors, among others. Changes in TCM constitution classification will be treated as an exploratory outcome. Discussion This study integrates TCM constitution theory with the AI-HEALS system to provide an innovative, personalized, and accessible management strategy for chronic disease multimorbidity, and seeks to explore the value of combining traditional medical theory with modern information technology. This protocol describes a randomized controlled trial designed to generate preliminary evidence on effectiveness. Clinical trial registration https://www.chictr.org.cn/index.html , identifier ChiCTR2600118267
Liu et al. (Fri,) studied this question.