Author

Nian Liu

Center for Life Sciences

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

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Biology Disciplines

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Bioinformatics· 1 Molecular Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Approach:experimental assay· 1 Organism:human· 1 Research Focus:perturbation response prediction· 1 Assay:proteomics· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Conggang ZhangiD· 1 shared Hong Qing· 1 shared Hui LiiD· 1 shared Jiaxin HuiD· 1 shared Jie Yan· 1 shared Limeng Tian· 1 shared W P Lu· 1 shared Wei QiniD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperMolecular Biology

Conggang ZhangORCID

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2 papers

Recent·Most cited

Cause-excluded Effect Evaluation: a framework for the faithful assessment of genetic perturbation target identification

Jiaxin Hu, Xiaoning Qi, Limeng Tian, Jie Yan, Nian Liu, Xin Li

The paper introduces CEE, a framework to assess genetic perturbation target identification by eliminating evaluation artefacts, and finds simple methods outperform complex models.

bioRxiv · Oct 11, 2026 · PreprintBioinformatics

Multidimensional atlas of RNA-regulated proteins revealed by RNA-dependent thermal proteome profiling

Yongzuo Chen, Zeyu Liu, Yankun Wang, W P Lu, Hui Li, Wenjing Wang, Zhili Qiu, Yunjie Qiu, Hong Qing, Y D Xie, Nian Liu, Conggang Zhang, Ying Chen, Wei Qin

This paper introduces RTPP to identify RNA-regulated proteins and generates a tissue-specific atlas of RNA-protein interactions, revealing novel orphan proteins and organ-specific dysregulation in Alzheimer's disease.

bioRxiv · Jul 16, 2026 · PreprintMolecular Biology