Author

Li Ge

Nanyang Technological 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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Genomics· 1

Signature Assays, Organisms & Methods

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Assay:ATAC-seq· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:mouse· 1 Approach:statistical model· 1

Frequent Co-Authors

Daniel Mark CzajkowskyiD· 1 shared Jing LiiD· 1 shared Min CheniD· 1 shared Rui Zhou· 1 shared Yan GuoiD· 1 shared Zeqian XuiD· 1 shared Zhifeng ShaoiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperGenomics

Daniel Mark CzajkowskyORCID

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1 paper

Recent·Most cited

An invariant network architecture with broadly expressed regulators distinguishes cell-type from cell-state identity in situ

Rui Zhou, Li Ge, Jing Li, Zeqian Xu, Min Chen, Yan Guo, Daniel Mark Czajkowsky, Zhifeng Shao

The paper constructs state-level regulatory networks in mouse liver hepatocytes, revealing an invariant sub-network of broadly expressed TFs that defines cell-type identity, distinct from state-specific variations.

bioRxiv · Oct 30, 2026 · PreprintGenomics