² 主要发表论文
1. Yuan Z, Zhu H, Zeng P, Yang S, Sun S, Yang C, Liu J, Zhou X*. Testing and controlling for horizontal pleiotropy with the probabilistic Mendelian randomization in transcriptome-wide association studies. Nature communications, 11, 3861, doi:10.1038/s41467-020-17668-6 (2020). 2. Liu L, Zeng P, Xue F, Yuan Z*, Zhou X*. Multi-trait transcriptome-wide association studies with probabilistic Mendelian randomization. The American Journal of Human Genetics, 108, 1–17, http://doi.org/10.1016/j.ajhg.2020.12.006 (2021). 3. Wang Y+, Guo P+, Liu L, Zhang Y, Zeng P*, Yuan Z*.Mendelian randomization highlights the causal role of normal thyroid function on blood lipid profiles. Endocrinology, May 1;162(5):bqab037 (2021). 4. Gong W+, Guo P+, Liu L, Guan Q*, Yuan Z*. Integrative Analysis of Transcriptome-Wide Association Study and mRNA Expression Profiles Identifies Candidate Genes Associated with Idiopathic Pulmonary Fibrosis. Frontiers in Genetics, 11:604324 (2020). 5. Xiao L+, Yuan Z+, Jin S, Wang T, Huang S and Zeng P*. Multiple-Tissue Integrative Transcriptome-Wide Association Studies Discovered New Genes Associated With Amyotrophic Lateral Sclerosis. Frontiers in Genetics, 11:587243 (2020). 6. Lin W+, Ji J+, Zhu Y, Li M, Zhao J, Xue F, Yuan Z*, PMINR: pointwise mutual information-based network regression – with application to study of lung cancer and Alzheimer’s disease. Frontiers in Genetics, 11:556259 (2020). 7. Zhu Y+, Ji J+, Lin W, Li M, Liu L, Zhu H, Xue F, Li X, Zhou X, Yuan Z*. MCC-SP: A powerful integration method for identification of causal pathways from genetic variants to complex disease. BMC Genetics, 21, 90, doi:10.1186/s12863-020-00899-3 (2020). 8. Yu X+, Yuan Z+, Lu H, Gao Y, Chen H, Shao Z, Yang J, Guan F, Huang S, Zeng P. Relationship between birth weight and chronic kidney disease: evidence from systematics review and two-sample Mendelian randomization analysis. Human Molecular Genetics, 2020; ddaa074. doi:10.1093/hmg/ddaa074. 9. Liu L+, Zeng P+, Yang S*, Yuan Z*. Leveraging methylation to identify the potential causal genes associated with survival in lung adenocarcinoma and lung squamous cell carcinoma. Oncology Letters, 20, 193-200, doi:10.3892/ol.2020.11564 (2020). 10. Yuan Z, Ji J, Zhang T, Liu Y, Zhang X, Chen W, Xue F*. A novel chi-square statistic for detecting group differences between pathways in systems epidemiology. Statistics in Medicine, 2016 Sep 7. doi: 10.1002/sim.7094. 11. Yuan Z, Yang, Y, Wang C. Liu J, Sun, X, Liu, Y. Xue F*. Trajectories of Long-Term Normal Fasting Plasma Glucose and Risk of Coronary Heart Disease: A Prospective Cohort Study. J Am Heart Assoc, 2018 Feb 13;7(4). 12. Yuan Z+, Ji J+, Zhang X, Xu J, Ma D, Xue F*. A powerful weighted statistic for detecting group differences of directed biological networks. Sci Rep, 2016 Sep 30;6:34159. 13. Chu Y+, Yuan Z+, Meng M, Zhou H, Wang C, Yang G, Ren H. Red blood cell distribution width as a risk factor for inhospital mortality in obstetric patients admitted to an intensive care unit: a single centre retrospective cohort study. BMJ Open, 2017 Jun 21;7(6):e012849. 14. Yuan Z+, Zhao M+, Zhang B+, Zhang H, Zhang X, Guan Q, Ning G, Gao L, Xue F, Zhao J. Thyroid function modifies the association between ratio of triglyceride to high-density lipoprotein cholesterol and renal function: a multicenter cross-sectional study. Sci Rep, 2015 Jul 16;5:11052. 15. Yuan Z+, Gao Q+, He Y, Zhang X, Li F, Zhao J, Xue F*,Detection for gene-gene co-ssociation via kernel canonical correlation analysis. BMC Genet, 2012 Oct 8;13(1):83. 16. Yuan Z, Liu H, Zhang X, Li F, Zhao J, Zhang F, Xue F*. From interaction to co-association --a Fisher r-to-z transformation-based simple statistic for real world genome-wide association study. PLoS One, 2013 Jul 29;8(7):e70774. 17. Yuan Z, Zhang X, Li F, Zhao J, Xue F. Comparing partial least square approaches in gene-or region-based association study for multiple quantitative phenotypes. Human Biology, 2014 86(1):51-8. 18. Ji J+, Yuan Z+, Zhang X, Xue F. A powerful score-based statistical test for group difference in weighted biological networks. BMC Bioinformatics, 2016 Feb 12;17(1):86. 19. Zhang X+, Yuan Z+, Ji J, Li H, Xue F. Network or regression-based methods for disease discrimination: a comparison study. BMC Med Res Methodol, 2016 Aug 18;16:100. 20. Xu J+, Yuan Z+, Ji J, Zhang X, Li H, Wu X, Xue F, Liu Y. A powerful score-based test statistic for detecting gene-gene co-association. BMC Genet, 2016 Jan 29;17(1):31. 21. Zhu L+, Yuan Z+, Wang X, Li J, Wang L, Liu Y, Xue F, Liu Y. The Impact of Ambient Temperature on Childhood HFMD Incidence in Inland and Coastal Area: A Two-City Study in Shandong Province, China. Int J Environ Res Public Health, 2015 Jul 23;12(8):8691-704. 22. Gao N+, Yuan Z+, Tang X, Zhou X, Zhao M, Liu L, Ji J, Xue F, Ning G, Zhao J, Zhang H, Gao L. Prevalence of CHD-related metabolic comorbidity of diabetes mellitus in Northern Chinese adults: the REACTION study. J Diabetes Complications, 2015 Nov 24. 23. Yuan Z, Zou F*, Liu Y. Bayesian Multiple Quantitative Trait Loci Mapping for Recombinant Inbred Intercrosses. Genetics, 188:189-195. 2011. 24. 杨青龙,马学敏,袁中尚*.带有辅助信息的多元失效时间数据的估计标准部分似然方法.中国科学, 第42卷,第6期:563-577页,2012.(通讯作者)
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