Author

Shuxin Zheng

Guangzhou Women and Children Medical CenterORCID 0000-0002-4272-1856Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Cell Biology· 1 Genetics· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 2 Research Focus:differential expression· 2 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Caihua Liao· 1 shared Chang LiuiD· 1 shared Changgeng PengiD· 1 shared Chuanbo SuniD· 1 shared Dingding HaniD· 1 shared Dong LiuiD· 1 shared Fengying Qin· 1 shared Fusong JuiD· 1 shared

Activity by Year

2020-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperGenetics

Caihua Liao

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2 papers

Recent·Most cited

Cell BiologyNature Cell BiologyPeer-reviewedOct 1, 2025

Directing cellular transitions on gene graph-enhanced cell state manifold

Tianze Wang, Yan Pan, Fusong Ju…·Pan Deng

CellNavi predicts driver genes for cell state transitions using a deep learning framework that integrates gene graphs with transcriptomics data across diverse cell types and perturbations.

9 citations

bulk RNA-seqdeep learning

𝕏 PostBluesky

GeneticsbioRxivPreprintAug 17, 2020

In-depth analysis reveals complex molecular etiology of idiopathic cerebral palsy

Na Li, Pei Zhou, Hongmei Tang…·Hao Hu

This study identifies molecular risk factors and mechanisms in idiopathic cerebral palsy through clinical and molecular analysis of 120 families.

4 citations

humanbulk RNA-seq

𝕏 PostBluesky