1. Autonomous health behavior and intelligent intervention;
2. Clinical-issue driven epidemiological studies.
1. 2024-2027: A study of the mechanism of action and intervention effects of autonomy motivation support on obesity-related behaviors in preadolescent children: an integrated framework based on SDT-TPB. National Natural Science Foundation of China. PI.
2. 2026-2028: Longitudinal observational cohort of patients with pregnancy complicated by thyroid cancer: Characteristics of tumor dynamic evolution and assessment of maternal and infant outcomes. The Clinical Cohort Project of Peking University Third Hospital. Co-PI.
3. 2020-2022: The effects and mechanisms of ISP pathway genes on changes of obesity-related phenotypes among children: a prospective, parallel-group controlled behavioral intervention. National Natural Science Foundation of China. PI.
4. 2023-2025: Young Elite Scientists Sponsorship Program by CAST. PI.
5. 2024-2025: Promoting Mechanisms and Effectiveness of Intervention on Healthy Behavior of Adolescents. Beijing Municipal Education Science "14th Five-Year Plan" Project. PI.
[Research direction: Autonomous health behavior and intelligent intervention]
1. Liu Z#, Gao P, Gao A, et al. Effectiveness of a Multifaceted Intervention for Prevention of Obesity in Primary School Children in China: A Cluster Randomized Clinical Trial. JAMA Pediatrics.2022; 176 (1): e214375..
2. Wang Y, Yang Y, Chen J, Du MF, Sun Y, Wang D, Jia H, Hu GL, Man ZY, Zhang T, Zuo SH, Chu C, Chang MK, Niu ZJ, Xiong Y, Li H, Yao S, Chen L, Ren J, Kang YM, Yuan ZY, Wang DL, Lip GYH, Liu Z* (Co-corresponding author), Mu JJ*. Transition of BMI Status From Childhood to Adulthood and Cardiovascular-Kidney-Metabolic Syndrome in Midlife: A 36-Year Cohort Study. Diabetes Care. 2025:dca250027.
3. Chen J, Xiao WC, Zhao JJ, Heitkamp M, Chen DF, Shan R, Yang ZR, Liu Z (Corresponding author). FTO genotype and body mass index reduction in childhood obesity interventions: A systematic review and meta-analysis. Obesity Reviews. 2024;25(5):e13715.
4. Chen J, Shan R, Wang Y, Zhang XR, Xiao WC, Liu Z (Corresponding author). Personality traits and co-occurrence of depressive symptoms and high BMI: a prospective cohort study. Eur Child Adolesc Psychiatry. 2025;34(2):729-738.
5. Chen J, Yang Y, Zhou ZY, Shan R, Luo JH, Liu JY, Zhang XR*, Liu Z*(Co-corresponding author). The association between children's motivation type and emotional overeating. Eur J Pediatr. 2025;184(4):266.
[Research direction: Clinical-issue driven epidemiological studies]
6. Xiao WC, Li X*, Shan R, Mei F, Song SB, Chen J, Sun BK, Yuan CH, Liu Z* (Co-corresponding author). Pregnancy and Progression of Differentiated Thyroid Cancer: A Propensity Score-Matched Retrospective Cohort Study. Journal of Clinical Endocrinology & Metabolism. 2024;109(3):837-843.
7. Li X, Xiao WC, Mei F, Shan R, Song SB, Sun BK, Bao HL, Chen J, Yuan CH*, Liu Z* (Co-corresponding author). The Association of Pregnancy with Disease Progression in Patients Previously Treated for Differentiated Thyroid Cancer: A Propensity Score-Matched Retrospective Cohort Study. Journal of Women's Health (Larchmt). 2023;32(11):1174-81.
8. Shan R, Li X*, Chen J, Chen Z, Cheng YJ, Han B, Hu RZ, Huang JP, Kong GL, Liu H, Mei F, Song SB, Sun BK, Tian H, Wang Y, Xiao WC, Yao XY, Ye JM, Yu B, Yuan CH, Zhang F, Liu Z* (Co-corresponding author). Interpretable Machine Learning to Predict the Malignancy Risk of Follicular Thyroid Neoplasms in Extremely Unbalanced Data: Retrospective Cohort Study and Literature Review. JMIR Cancer. 2025 Feb 10;11:e66269.
9. Li X, Yang WY, Zhang F, Shan R, Mei F, Song SB, Sun BK, Chen J, Hu RZ, Yang Y, Yang YH, Liu JY, Yuan CH, Liu Z (Corresponding author). Size-Specific Predictors for Malignancy Risk in Follicular Thyroid Neoplasms: Machine Learning Analysis. JMIR Cancer. 2025 Jul 11;11:e73069.
10. Liu Z#*, Sun YY, Zhong BL. Mindfulness-based stress reduction for family carers of people with dementia. Cochrane Database of Systematic Reviews. 2018;8(8):CD012791.