Author

Guangmei Zhang

Westlake University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Biochemistry· 1 Bioinformatics· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Organism:human· 3 Research Focus:cell type annotation· 2 Approach:deep learning· 2 Assay:proteomics· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cell-cell communication· 1 Research Focus:differential expression· 1

Frequent Co-Authors

Tiannan GuoiD· 2 shared Xuedong Zhang· 2 shared Congcong Kong· 1 shared E WeinaniD· 1 shared Han WeniD· 1 shared Honghan Cheng· 1 shared Hongyan CheniD· 1 shared Kunpeng Ma· 1 shared

Activity by Year

2022-2025 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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2 shared papersBiochemistry

Tiannan GuoORCID

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Author profile →

3 papers

Recent·Most cited

ProteoAutoNet: high-throughput co-eluted protein analysis with robotics and a multi-database search strategy

Mengge Lyu, Yi Chen, Pingping Hu, Guangmei Zhang, Kunpeng Ma, Xuedong Zhang, Pu Liu, Sai Zhang, Xiangqing Li, Rui Sun, Tiannan Guo

ProteoAutoNet improves CF-MS analysis by integrating a multi-database search strategy with robotics, enhancing throughput and identifying novel protein interactions in thyroid cancer.

bioRxiv · Feb 18, 2025 · PreprintBiochemistry

A perturbation proteomics-based foundation model for virtual cell construction

Rui Sun, Liujia Qian, Yongge Li, Honghan Cheng, Zhangzhi Xue, xuedong zhang, Lingling Tan, Yuecheng Zhan, Wenbin Hu, Qi Xiao, Zhiwei Liu, guangmei zhang, E Weinan, Peijie Zhou, Han Wen, , Tiannan Guo

The paper develops a foundation model using perturbation proteomics data to predict drug responses and improve breast cancer prognosis.

bioRxiv · Feb 7, 2025 · PreprintSystems Biology

Tumor landscape of epithelial ovarian cancer highlights that EGR1 drives tumor invasion at single-cell resolution

Yuan-Fu Zhang, Shu Sun, Yue Qi, Yifan Dai, Yangyang Hao, Mengyu Xin, Rongji Xu, Hongyan Chen, Xiaoting Wu, Qian Liu, Congcong Kong, Guangmei Zhang, Peng Wang, Qiuyan Guo

The paper uses single-cell RNA sequencing to identify EGR1 as a driver of tumor invasion in epithelial ovarian cancer, highlighting its role in EMT and immune infiltration.

bioRxiv · Jul 26, 2022 · PreprintBioinformatics