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Mengsha Tong
mstong@xmu.edu.cn
English, Chinese
Fujian

Academic Information

Xiamen University
Life Sciences
  • 2013 - B.S. Pharmacy: Fujian Medical University
  • 2016 - M.S. Bioinformatics: Fujian Medical University
  • 2019 - Ph.D. Bioinformatics: Tsinghua University
  • 2019 - Present - Xiamen University - Assistant Professor
  • Fujian Province High-Level Talent (Domestic B Category)
  • Xiamen City High-Level Talent (C Category)
  • Tomorrow's Star Award at the 12th China Proteomics Congress
  • Second Prize in the 7th Fujian Province University Young Teacher Teaching Competition
  • First Prize in the 18th Xiamen University Young Teacher Teaching Competition
  • Xiamen University 2024 China Unicom Digital Teaching Application Award

Research

Artificial intelligence-driven identification of cancer molecular biomarkers
Construction of multi-omics regulatory networks in the tumor microenvironment
Development of post-translationally modified omics data mining algorithms
  • PathMethy: an interpretable AI framework for cancer origin tracing based on DNA methylation, Jiajing Xie, Yuhang Song, Hailong Zheng, Shijie Luo, Ying Chen, Chen Zhang, Rongshan Yu, Mengsha Tong, 2024
  • Prioritizing prognostic-associated subpopulations and individualized recurrence risk signatures from single-cell transcriptomes of colorectal cancer, Mengsha Tong, Yuxiang Lin, Wenxian Yang, Jinsheng Song, Zheyang Zhang, Jiajing Xie, Jingyi Tian, Shijie Luo, Chenyu Liang, Jialiang Huang, Rongshan Yu, 2023
  • SIMarker: Cellular similarity detection and its application to diagnosis and prognosis of liver cancer, Mengsha Tong, Shijie Luo, Lin Gu, Xinkang Wang, Zheyang Zhang, Chenyu Liang, Huaqiang Huang, Yuxiang Lin, Jialiang Huang, 2024
  • PhosMap: An ensemble bioinformatic platform to empower interactive analysis of quantitative phosphoproteomics, Mengsha Tong, Zan Liu, Jiaao Li, Xin Wei, Wenhao Shi, Chenyu Liang, Chunyu Yu, Rongting Huang, Yuxiang Lin, Xinkang Wang, Shun Wang, Yi Wang, Jialiang Huang, Yini Wang, Tingting Li, Jun Qin, Dongdong Zhan, Zhi-Liang Ji, 2024
  • Personalized analysis of human cancer multi-omics for precision oncology, Jiaao Li, Jinyi Tian, Yachen Liu, Zan Liu, Mengsha Tong, 2024
  • BPformer: Tracing Unknown Tumor Origins with a Biological Pathway-based Transformer Model, Jiajing Xie, Ying Chen, Shijie Luo, Wenxian Yang, Yuxiang Lin, Liansheng Wang, Xin Ding, Mengsha Tong, Rongshan Yu, 2024
  • Application of individualized differential expression analysis in human cancer proteome, Yachen Liu, Yalan Lin, Yuxiang Lin, Yujuan Wu, Zheyang Zhang, Nuoqi Lin, Xianlong Wang, Mengsha Tong, Rongshan Yu, 2022
  • Phosphoproteomics Enables Molecular Subtyping and Nomination of Kinase Candidates for Individual Patients of Diffuse-Type Gastric Cancer, Mengsha Tong, Chunyu Yu, Jinwen Shi, Wenwen Huang, Sai Ge, Mingwei Liu, Lei Song, Dongdong Zhan, Xia Xia, Wanlin Liu, Jinwen Feng, Wenhao Shi, Jiafu Ji, Jing Gao, Tieliu Shi, Weimin Zhu, Chen Ding, Yi Wang, Fuchu He, Lin Shen, Tingting Li, Jun Qin, 2019
  • Molecular subtyping of cancer and nomination of kinase candidates for inhibition with phosphoproteomics: reanalysis of CPTAC ovarian cancer, Mengsha Tong, Chunyu Yu, Dongdong Zhan, Ming Zhang, Bei Zhen, Weimin Zhu, Yi Wang, Congying Wu, Fuchu He, Jun Qin, Tingting Li, 2018
  • Multi-omics landscapes of colorectal cancer subtypes discriminated by an individualized prognostic signature for 5-fluorouracil-based chemotherapy, Mengsha Tong, Weicheng Zheng, Hongdong Li, Xiangyu Li, Lu Ao, Yifeng Shen, Qirui Liang, Jing Li, Guini Hong, Haidan Yan, Hao Cai, Mengyao Li, Qingzhou Guan, Zheng Guo, 2016
  • Epigenomics alternations and dynamic transcriptional changes in responses to 5-fluorouracil stimulation reveal mechanisms of acquired drug resistance of colorectal cancer cells, Yifeng Shen, Mengsha Tong, Qirui Liang, Huaqin Sun, Weicheng Zheng, Lu Ao, Zheng Guo, Feifei She, 2017
  • Treg-mregDC Lymphatic-localized Treg-mregDC crosstalk limits antigen trafficking and restrains anti-tumor immunity, Siyuan You, Shuqin Li, Lingsu Zeng, Jinsheng Song, Zifeng Li, Weiyun Li, Hengxiao Ni, Xu Xiao, Wenbo Deng, Hongye Li, Wenbo Lin, Chenyu Liang, Yanfei Zheng, Shih-Chin Cheng, Nengming Xiao, Mengsha Tong, Rongshan Yu, Jialiang Huang, Hongling Huang, Hongzhi Xu, Jiahuai Han, Jianlin Ren, Kairui Mao, 2024
  • NQO1 is a determinant for cellular sensitivity to anti-tumor agent Napabucasin, GaiGai Guo, Zhouyong Gao, Mengsha Tong, Dongdong Zhan, Guangshun Wang, Yi Wang, Jun Qin, 2020
Keywords
Ai Cancer Biomarkers Diagnosis Prognosis Drug Efficacy Multi-Omics Tumor Microenvironment Data Mining Algorithms
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Area of Focus
Atoms | Nuclei | Physics | Theoretical | Computational | Materials | Data Mining | Ai | Biology | Archaeology | Chemistry | Models | Simulations | Design | Digital | Analysis | Machine Learning | Cells | Artifacts | Preservation
Zhi John Lu - Tsinghua University
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Bioinformatics | Precision Medicine | Ai | Rna | Drug Design | Cancer | Genetics | Ncrna | Machine Learning | Disease Treatment
Wang Luman - Peking University
Area of Focus
Machine Learning | Artificial Intelligence | Ai | Data Analysis | Computational Models | Algorithm Development | Neural Networks | Deep Learning | Predictive Modeling | Data Mining
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