A Single-cell Spatiotemporal Manifold of Tissue Morphology and Dynamics
Erin Haus, Anthony Santella, Yichi Xu…·Zhirong Bao
This paper introduces a learned single-cell spatiotemporal manifold to analyze tissue morphology and dynamics over time.
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Shanghai Medical College of Fudan UniversityORCID 0000-0002-8163-3920Unclaimed ORCID profile · follow to get notified of new preprints
9 papers
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Erin Haus, Anthony Santella, Yichi Xu…·Zhirong Bao
This paper introduces a learned single-cell spatiotemporal manifold to analyze tissue morphology and dynamics over time.
Chengzhi Zhao, Mingyu Liu, Xue Li…·Zilong Wang
scIsoAgent improves long-read single-cell RNA-seq analysis by creating reproducible, isoform-resolved workflows and linking sequence data to functional hypotheses.
Yanyan Wang, Liangru Lin, Xinyue Wang…·Liang Qu
This study develops circRNA-based in vivo CAR and vaccines that synergistically enhance anti-tumor immunity in mice.
Christopher De Bono, Yichi Xu, Samina Kausar…·Heather Etchevers
The paper refines a human heart atlas using multi-modal data from the first trimester, identifying novel cell types and spatial features in cardiac development.
Yichi Xu, Yunsheng Cheng, Allison T. Chen, Zhirong Bao
The paper identifies a novel PCP-related polarity scheme that regulates sequential rosettes in C. elegans embryos, distinct from known PCP mechanisms in convergent extension.
Yichi Xu, Tengjiao Zhang, Qin Zhou…·Weiyang Shi
This study creates a single-cell transcriptome atlas of human early embryogenesis, identifying 313 cell types and their spatial organization across 18 developmental systems.
Tengjiao Zhang, Yichi Xu, Kaoru S. Imai…·Zhirong Bao
This study maps the molecular lineage of chordate embryogenesis using single-cell transcriptomics in Ciona savignyi, identifying 47 cell types and revealing fate determination mechanisms.
Kristopher M Barnes, Li Fan, Mark W. Moyle…·Zhirong Bao
This study shows that HMR-1/Cadherin mediates tissue cohesion during C. elegans neurulation, suggesting a potential homology with vertebrate neurulation.
Dali Wang, Zheng Lu, Yichi Xu…·Zhirong Bao
The paper presents a deep learning method using GANs and feature transfer to classify cell shapes with minimal training samples, achieving high accuracy in detecting multicellular rosettes in C. elegans embryos.