Large single-cell atlases are now routinely generated to serve as references for analysis of smaller-scale studies. Yet learning from reference data is complicated by batch effects …
The exponential increase of patients with diabetes mellitus urges for novel therapeutic strategies to reduce the socioeconomic burden of this disease. The loss or dysfunction of …
Computational trajectory inference enables the reconstruction of cell state dynamics from single-cell RNA sequencing experiments. However, trajectory inference requires that the …
J Chen, H Xu, W Tao, Z Chen, Y Zhao… - Nature …, 2023 - nature.com
Consistent annotation transfer from reference dataset to query dataset is fundamental to the development and reproducibility of single-cell research. Compared with traditional …
RNA velocity has opened up new ways of studying cellular differentiation in single-cell RNA- sequencing data. It describes the rate of gene expression change for an individual gene at a …
Q Zhang, CT Delessa, R Augustin, M Bakhti, G Colldén… - Cell metabolism, 2021 - cell.com
Uncertainty exists as to whether the glucose-dependent insulinotropic polypeptide receptor (GIPR) should be activated or inhibited for the treatment of obesity. Gipr was recently …
Z Ma, X Zhang, W Zhong, H Yi, X Chen, Y Zhao… - Nature …, 2023 - nature.com
Understanding pancreas development can provide clues for better treatments of pancreatic diseases. However, the molecular heterogeneity and developmental trajectory of the early …
Single-cell genomic technologies enable the multimodal profiling of millions of cells across temporal and spatial dimensions. However, experimental limitations hinder the …