Author

Ning Liu

China Agricultural University

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

Same name, identified by ORCID

Biology Disciplines

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Bioinformatics· 1 Cancer Biology· 1 Developmental Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Approach:experimental assay· 1 Approach:graph neural network· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Aitor BenedictoiD· 1 shared Ana Maria Romero Jimenez· 1 shared Andrew CauseriD· 1 shared Anying Xiong· 1 shared Biyan HeiD· 1 shared Brandon J. WainwrightiD· 1 shared Brett R. HamiltoniD· 1 shared Caixue Xu· 1 shared

Activity by Year

2026-2026 · peak 3/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperCancer Biology

Aitor BenedictoORCID

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Author profile →

3 papers

Recent·Most cited

Heat stress induces persistent placental dysfubction and fetal growth restriction via the ERS-MAPK-apoptosis axis

Yan Chang, Chenjun Wang, Biyan He, Yifei Zhang, Siyu Wu, Yongtian Yin, Caixue Xu, Yiling Xiang, Yingjie Wu, Ning Liu, Yinghe Qin

This study shows that heat stress during pregnancy causes long-term placental dysfunction and fetal growth restriction through the ERS-MAPK-apoptosis pathway in mice.

bioRxiv · Jun 9, 2026 · PreprintDevelopmental Biology

Graph-based RNA structural representation reveals determinants of subcellular localization

Yi Hao, Heyun Sun, Zixu Ran, Xudong Guo, Ming Liu, Yue Bi, Jose Maria Polo, Ning Liu, Fuyi Li

GRASP uses a graph neural network to predict RNA subcellular localization by modeling RNA structure, outperforming existing methods across RNA types and transcript lengths.

bioRxiv · Feb 24, 2026 · PreprintBioinformatics

Spatial pharmaco-multiomics reveals drug distribution, metabolic niches, and spatially constrained resistance in medulloblastoma

Tuan Vo, Cedric S. Cui, Aitor Benedicto, Yibi Chen, Andrew Causer, Xiao Tan, Eun Ju Kim, Hani Vu, Anying Xiong, Mark P. Hodson, Yak Deng, Ana Maria Romero Jimenez, Ning Liu, Brett R. Hamilton, Thomas Robertson, , Quan Hoang Nguyen

This study develops a spatial pharmaco-multiomics framework to map drug distribution, metabolic niches, and resistance mechanisms in medulloblastoma using integrated spatial and transcriptomic data.

bioRxiv · Jan 27, 2026 · PreprintCancer Biology