Publications
SELECTED PUBLICATIONS
*denotes equal contributor, #denotes corresponding author.
2026
Xiong K*, Sun X, Zhang P#. KRT15 Identified by scRNA-Seq and Machine Learning as a Functional Regulator of Cancer Stemness and Prognostic Biomarker in Esophageal Squamous Cell Carcinoma. iScience, 2026.
Sun X*, Hong Q*, Wan P#, Long E#. Model confrontation and collaboration: A debate intelligence framework for enhancing medical reasoning in large language models. Cell Reports Medicine, 2026.
2025
Sun X*, Tang W*, Huang Z, Long E#, Wan P#. From general to specific: Tailoring large language models for real-world medical communications. Clinical and Translational Medicine, 2025.
2024
Long E*, Yin J*, Shin JH*, Li Y*, Li B, Kane A, Patel H, Sun X, Wang C, Luong T, Xia J, Han Y, Byun J, Zhang T, Zhao W, Landi MT, Rothman N, Lan Q, Chang YS, Yu F, Amos CI, Shi J, Lee JG#, Kim EY#, Choi J#. Context-aware single-cell multiomics approach identifies cell-type-specific lung cancer susceptibility genes. Nature Communications, 2024.Sun X*, Nong M*, Meng F*, Sun XJ, Jiang L, Li Z, Zhang P#. Architecting the metabolic reprogramming survival risk framework in LUAD through single-cell landscape analysis: three-stage ensemble learning with genetic algorithm optimization. Journal of Translational Medicine, 2024.
2023
Sun X*, Meng F*, Nong M*, Fang H, Lu C, Wang Y, Zhang P#. Single-cell dissection reveals the role of aggrephagy patterns in tumor microenvironment components aiding predicting prognosis and immunotherapy on lung adenocarcinoma. Aging, 2023.
Sun X*, Song J*, Lu C, Yue H, Bao H, Wang S, Zhong X#. Characterization of cuproptosis-related lncRNA landscape for predicting the prognosis and aiding immunotherapy in lung adenocarcinoma patients. American Journal of Cancer Research, 2023.
Li H*, Sun X*, Li Z, Zhao R, Li M#, Hu T#. Machine learning-based integration develops biomarkers initial the crosstalk between inflammation and immune in acute myocardial infarction patients. Frontiers in Cardiovascular Medicine, 2023.
2022
Sun X*, Li Z*, Meng F*, Huang X, Wang J, Song J, Sun L, Zhang P#. Cuproptosis associated genes affect prognosis and tumor microenvironment infiltration characterization in lung adenocarcinoma. American Journal of Cancer Research, 2022.
Yang X*, Wang X*, Sun X*, Xiao M, Fan L, Su Y, Xue L, Luo S, Hou S, Wang H#. Construction of five cuproptosis-related lncRNA signature for predicting prognosis and immune activity in skin cutaneous melanoma. Frontiers in Genetics, 2022.
Bian C*, Sun X*, Huang J, Zhang W, Mu G, Wei K, Chen L, Xia Y, Wang J#. A novel glycosyltransferase-related lncRNA signature correlates with lung adenocarcinoma prognosis. Frontiers in Oncology, 2022.
Sun X*, Huang X*, Sun XJ*, Chen S, Zhang Z, Yu Y, Zhang P#. Oxidative Stress-Related lncRNAs Are Potential Biomarkers for Predicting Prognosis and Immune Responses in Patients With LUAD. Frontiers in Genetics, 2022.