Spatiotemporal omics for biology and medicine

L Liu, A Chen, Y Li, J Mulder, H Heyn, X Xu - Cell, 2024 - cell.com
The completion of the Human Genome Project has provided a foundational blueprint for
understanding human life. Nonetheless, understanding the intricate mechanisms through …

Central role for cholangiocyte pathobiology in cholestatic liver diseases

N Jalan-Sakrikar, ME Guicciardi, SP O'Hara, A Azad… - Hepatology, 2024 - journals.lww.com
Cholangiopathies comprise a spectrum of chronic intra-and extrahepatic biliary tract
disorders culminating in progressive cholestatic liver injury, fibrosis and often cirrhosis and …

A spatiotemporal atlas of mouse liver homeostasis and regeneration

J Xu, P Guo, S Hao, S Shangguan, Q Shi, G Volpe… - Nature Genetics, 2024 - nature.com
The mechanism by which mammalian liver cell responses are coordinated during tissue
homeostasis and perturbation is poorly understood, representing a major obstacle in our …

Mdka produced by the activated hepatic stellate cells drives bipotential progenitor cell redifferentiation during zebrafish biliary-mediated liver regeneration

X Zhang, H Liu, P Cai, Z Huang, J Ma, L Luo - Hepatology, 2024 - journals.lww.com
Conclusions: The activated HSCs produce Mdka to drive the redifferentiation process of BP-
PCs through activating Erk1 during the biliary-mediated liver regeneration, implying …

GraphPCA: a fast and interpretable dimension reduction algorithm for spatial transcriptomics data

J Yang, L Wang, L Liu, X Zheng - Genome Biology, 2024 - Springer
The rapid advancement of spatial transcriptomics technologies has revolutionized our
understanding of cell heterogeneity and intricate spatial structures within tissues and …

SOFisher: Reinforcement Learning-Guided Experiment Designs for Spatial Omics

Z Li, W Wu, Y Cui, S Jian, Z Yuan - bioRxiv, 2024 - biorxiv.org
Spatial omics technologies enable the precise detection of proteins and RNAs at high
spatial resolution. Designing spatial omics experiments requires careful consideration of" …

Identifying Differential Spatial Expression Patterns across Different Slices, Conditions and Developmental Stages with Interpretable Deep Learning

Y Cui, Z Yuan - bioRxiv, 2024 - biorxiv.org
Spatially resolved transcriptomics technologies enable the map** of multiplexed gene
expression profiles within tissue contexts. To explore the gene spatial patterns in complex …

[PDF][PDF] The Role of Scar-Associated Macrophages in Liver Fibrosis

D Ma - en.front-sci.com
Liver fibrosis is a critical condition closely linked to liver cirrhosis and hepatocellular
carcinoma, primarily due to the accumulation of extracellular matrix proteins produced by …