G
Gang Hu
Researcher at Nankai University
Publications - 49
Citations - 1611
Gang Hu is an academic researcher from Nankai University. The author has contributed to research in topics: Medicine & Cluster analysis. The author has an hindex of 16, co-authored 42 publications receiving 896 citations. Previous affiliations of Gang Hu include University of Alberta & University of Pennsylvania.
Papers
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Journal ArticleDOI
Exceptionally abundant exceptions: comprehensive characterization of intrinsic disorder in all domains of life
Zhenling Peng,Jing Yan,Xiao Fan,Marcin J. Mizianty,Bin Xue,Kui Wang,Gang Hu,Vladimir N. Uversky,Vladimir N. Uversky,Lukasz Kurgan +9 more
TL;DR: This work comprehensively characterized intrinsic disorder at proteomic and protein levels from all significant perspectives, including abundance, cellular localization, functional roles, evolution, and impact on structural coverage, and shows that intrinsic disorder is more abundant and has a unique profile in eukaryotes.
Journal ArticleDOI
Deep learning enables accurate clustering with batch effect removal in single-cell RNA-seq analysis
Xiangjie Li,Xiangjie Li,Xiangjie Li,Kui Wang,Kui Wang,Yafei Lyu,Huize Pan,Jingxiao Zhang,Dwight Stambolian,Katalin Susztak,Muredach P. Reilly,Gang Hu,Gang Hu,Mingyao Li +13 more
TL;DR: A scalable unsupervised deep embedding algorithm that clusters scRNA-seq data by iteratively optimizing a clustering objective function and enables removal of batch effects is introduced.
Journal ArticleDOI
Data denoising with transfer learning in single-cell transcriptomics.
TL;DR: It is shown that transfer learning across datasets remarkably improves data quality and SAVER-X trains a deep neural network for transfer learning that improves the quality of scRNA-seq data using prior information learnt from existing public studies.
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APOE and TREM2 regulate amyloid-responsive microglia in Alzheimer’s disease
Aivi T. Nguyen,Kui Wang,Kui Wang,Gang Hu,Gang Hu,Xuran Wang,Zhen Miao,Joshua A Azevedo,EunRan Suh,Vivianna M. Van Deerlin,David Choi,Kathryn Roeder,Mingyao Li,Edward B. Lee +13 more
TL;DR: It is demonstrated that APOE and TREM2 risk variants are associated with a significant reduction in CD163-positive amyloid-responsive microglia, highlighting the diverse microglial response in AD and underscore how genetic risk factors influence cellular responses to underlying pathologies.
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Functional Analysis of Human Hub Proteins and Their Interactors Involved in the Intrinsic Disorder-Enriched Interactions.
TL;DR: This work quantified and investigated numerous functional and structural characteristics of the disorder-enriched hub PPIs, including protein binding, structural stability, evolutionary conservation, several categories of functional sites, and presence of over twenty types of posttranslational modifications (PTMs).