A dynamical perspective: moving towards mechanism in single-cell transcriptomics

RJ Maizels - … Transactions of the Royal Society B, 2024 - royalsocietypublishing.org
As the field of single-cell transcriptomics matures, research is shifting focus from
phenomenological descriptions of cellular phenotypes to a mechanistic understanding of the …

[HTML][HTML] Application and prospects of single-cell and spatial omics technologies in woody plants

S Liang, Y Li, Y Chen, H Huang, R Zhou, T Ma - Forestry Research, 2023 - maxapress.com
Over the past decade, high-throughput sequencing and high-resolution single-cell
transcriptome sequencing technologies have undergone rapid development, leading to …

sciCSR infers B cell state transition and predicts class-switch recombination dynamics using single-cell transcriptomic data

JCF Ng, G Montamat Garcia, AT Stewart, P Blair… - Nature …, 2024 - nature.com
Class-switch recombination (CSR) is an integral part of B cell maturation. Here we present
sciCSR (pronounced 'scissor', single-cell inference of class-switch recombination), a …

Gene-expression memory-based prediction of cell lineages from scRNA-seq datasets

AS Eisele, M Tarbier, AA Dormann, V Pelechano… - nature …, 2024 - nature.com
Assigning single cell transcriptomes to cellular lineage trees by lineage tracing has
transformed our understanding of differentiation during development, regeneration, and …

Resolving cellular dynamics using single-cell temporal transcriptomics

Y Liu, K Huang, W Chen - Current Opinion in Biotechnology, 2024 - Elsevier
Highlights•Single-cell temporal transcriptomics expedites the study of cellular dynamics.•The
dynamics of a cell is inferred from the collective states of observed cells.•The inferred …

A single-cell 3D spatiotemporal multi-omics atlas from Drosophila embryogenesis to metamorphosis

M Wang, Q Hu, Z Tu, L Kong, J Yao, R Xiang, Z Chen… - bioRxiv, 2024 - biorxiv.org
The development of a multicellular organism is a highly intricate process tightly regulated by
numerous genes and pathways in both spatial and temporal manners. Here, we present …

StaVia: Spatially and temporally aware cartography with higher order random walks for cell atlases

SV Stassen, M Kobashi, Y Huang, JWK Ho, K Tsia - bioRxiv, 2024 - biorxiv.org
Single-cell atlases are critical for unraveling the cellular basis of health and disease, yet
their sheer diversity and vast data landscape in time and space pose daunting …

Single-cell phylodynamic inference of tissue development and tumor evolution with scPhyloX

K Wang, Z Lu, Z Yao, X He, Z Hu, D Zhou - bioRxiv, 2024 - biorxiv.org
Phylodynamics inference (PI) is a powerful approach for quantifying population dynamics
and evolutionary trajectories of natural species based on phylogenetic trees. The …

Inferring Single-Cell RNA Kinetics from Various Biological Priors

Y Chen, Z Hu, K Ni, S Feng, W Chen, H Huang - bioRxiv, 2024 - biorxiv.org
In the context of transcriptional dynamics modeled by ordinary differential equations (ODEs),
the RNA level in a single cell is controlled by specific RNA kinetics parameters, which …

NeuroVelo: interpretable learning of cellular dynamics from single-cell transcriptomic data

I Kouadri Boudjelthia, S Milite, N El Kazwini… - bioRxiv, 2023 - biorxiv.org
Reconstructing temporal cellular dynamics from static single-cell transcriptomics remains a
major challenge. Methods based on RNA velocity are useful, but interpreting their results to …