Author

Shuguang Peng

Tsinghua 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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Bioinformatics· 2 Synthetic Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Research Focus:cell type annotation· 2 Approach:statistical model· 2 Assay:bulk RNA-seq· 1 Assay:CRISPR screen· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1

Frequent Co-Authors

Zhen XieiD· 2 shared Baojun WangiD· 1 shared Chen LiiD· 1 shared Christopher E. FrenchiD· 1 shared Erpai LuoiD· 1 shared Filipe PintoiD· 1 shared Haiyang BianiD· 1 shared Haoxiang GaoiD· 1 shared

Activity by Year

2022-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 20 mutual co-author links

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2 shared papersBioinformatics

Zhen XieORCID

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3 papers

Recent·Most cited

Forecasting cell state futures from static snapshots

Erpai Luo, Haoxiang Gao, Haiyang Bian, Shuguang Peng, Chen Li, Minsheng Hao, Mo Chen, Yuli She, Lei Wei, Kai Liu, Xuegong Zhang

This paper introduces CellTempo, a framework that forecasts long-range cell state trajectories from static transcriptomic data, demonstrating its ability to predict lineage progression and distinguish perturbation responses from long-term fate changes.

bioRxiv · Jul 31, 2026 · PreprintBioinformatics

Effect of oncolytic virotherapy on immune microenvironment in immune subtypes identified in gastric cancer and hepatocellular carcinoma

Ziyi Wang, Shuguang Peng, Xi Chen, Zhen Xie, Shao Li

The paper assesses immune subtypes in gastric and hepatocellular carcinoma using TCGA data and evaluates the effect of synthetic oncolytic virotherapy on immune microenvironment.

bioRxiv · Jan 17, 2023 · PreprintBioinformatics

Reprogrammed tracrRNAs enable repurposing RNAs as crRNAs and detecting RNAs

Yang Liu, Filipe Pinto, Xinyi Wan, Zhugen Yang, Shuguang Peng, Mengxi Li, Jonathan M. Cooper, Zhen Xie, Christopher E. French, Baojun Wang

This paper reprograms tracrRNAs to repurpose RNAs as crRNAs, enabling CRISPR function and RNA detection.

Nature Communications · Apr 11, 2022Peer-reviewedSynthetic Biology