Deciphering cell–cell interactions and communication from gene expression

E Armingol, A Officer, O Harismendy… - Nature Reviews …, 2021 - nature.com
Cell–cell interactions orchestrate organismal development, homeostasis and single-cell
functions. When cells do not properly interact or improperly decode molecular messages …

RNA velocity unraveled

G Gorin, M Fang, T Chari, L Pachter - PLOS Computational …, 2022 - journals.plos.org
We perform a thorough analysis of RNA velocity methods, with a view towards
understanding the suitability of the various assumptions underlying popular …

The Quaking RNA‐binding proteins as regulators of cell differentiation

DP Neumann, GJ Goodall… - Wiley Interdisciplinary …, 2022 - Wiley Online Library
The RNA‐binding protein Quaking (QKI) has emerged as a potent regulator of cellular
differentiation in developmental and pathological processes. The QKI gene is itself …

Dissecting transition cells from single-cell transcriptome data through multiscale stochastic dynamics

P Zhou, S Wang, T Li, Q Nie - Nature communications, 2021 - nature.com
Advances in single-cell technologies allow scrutinizing of heterogeneous cell states,
however, detecting cell-state transitions from snap-shot single-cell transcriptome data …

On the mathematics of RNA velocity I: theoretical analysis

T Li, J Shi, Y Wu, P Zhou - bioRxiv, 2020 - biorxiv.org
The RNA velocity provides a new avenue to study the stemness and lineage of cells in the
development in scRNA-seq data analysis. Some promising extensions of it are proposed …

Dynamical systems theory of cellular reprogramming

Y Matsushita, TS Hatakeyama, K Kaneko - Physical Review Research, 2022 - APS
In cellular reprogramming, almost all epigenetic memories of differentiated cells are erased
by the overexpression of a few genes, resulting in regaining pluripotency, the potential for …

Decoding the principle of cell-fate determination for its reverse control

J Lee, N Kim, KH Cho - npj Systems Biology and Applications, 2024 - nature.com
Understanding and manipulating cell fate determination is pivotal in biology. Cell fate is
determined by intricate and nonlinear interactions among molecules, making mathematical …

Using single-cell rna sequencing and microrna targeting data to improve colorectal cancer survival prediction

A Willems, N Panchy, T Hong - Cells, 2023 - mdpi.com
Colorectal cancer has proven to be difficult to treat as it is the second leading cause of
cancer death for both men and women worldwide. Recent work has shown the importance …

Generic optimization by fast chaotic exploration and slow feedback fixation

Y Matsushita, K Kaneko - Physical Review Research, 2023 - APS
Living systems adapt to various environmental conditions by changing their internal states
through processes such as gene expression and epigenetic modification. In this paper, we …

LVPT: Lazy Velocity Pseudotime Inference Method

S Mao, J Liu, W Zhao, X Zhou - Biomolecules, 2023 - mdpi.com
The emergence of RNA velocity has enriched our understanding of the dynamic
transcriptional landscape within individual cells. In light of this breakthrough, we embarked …