WebNov 18, 2024 · Despite advances in single-cell analysis, dynamics and topology of the cell cycle in high-dimensional gene expression space remain largely unknown. We developed a linear analysis of transcriptome data which reveals that cells move along a planar circular trajectory in transcriptome space during the cycle. WebFeb 9, 2024 · Single Cell Dynamics Group is interested in understanding why genetically identical cells respond heterogenous to environmental stimuli. Recent research suggests that in diseases, such as cancer or the process of aging, expression variability increases in tissue. Determining the factors and mechanisms that regulate this variability will help us ...
Developmental and conditional dynamics of gene …
WebJul 18, 2024 · Here we examine an established population of human adipose-derived stem cells (ASCs) using a novel, microfluidic-based method for high-throughput transcriptional interrogation, coupled with advanced bioinformatic analysis, to evaluate the dynamics of single cell gene expression among primary, passage 0, and passage 1 stem cells. WebOct 22, 2024 · Single-cell RNA-seq can yield high-resolution cell-type-specific expression signatures that reveal new cell types and the developmental trajectories of cell lineages. … bisecur hormann
Dynamic gene expression and growth underlie cell-to-cell …
WebMay 11, 2024 · By modelling gene expression as a Gaussian process, two competing models of single cell dynamics were proposed. An OU model describes random aperiodic fluctuations, but in contrast to white noise the fluctuations are correlated over time, and this may form a more appropriate model of non-oscillating single cells for statistical testing. WebJul 18, 2024 · Here we examine an established population of human adipose-derived stem cells (ASCs) using a novel, microfluidic-based method for high-throughput transcriptional … WebTo decipher cell state transitions from single-cell transcriptomes it is crucial to quantify weak expression of lineage-determining factors, which requires computational methods that are sensitive to the variability of weakly expressed genes. ... Revealing dynamics of gene expression variability in cell state space Nat Methods. 2024 Jan;17(1 ... bise dg khan 10th result