Wishbone identifies bifurcating developmental trajectories from single-cell data
Recent single-cell analysis technologies offer an unprecedented opportunity to elucidate
developmental pathways. Here we present Wishbone, an algorithm for positioning single …
developmental pathways. Here we present Wishbone, an algorithm for positioning single …
[HTML][HTML] Single-cell trajectories reconstruction, exploration and mapping of omics data with STREAM
Single-cell transcriptomic assays have enabled the de novo reconstruction of lineage
differentiation trajectories, along with the characterization of cellular heterogeneity and state …
differentiation trajectories, along with the characterization of cellular heterogeneity and state …
Mpath maps multi-branching single-cell trajectories revealing progenitor cell progression during development
Single-cell RNA-sequencing offers unprecedented resolution of the continuum of state
transition during cell differentiation and development. However, tools for constructing multi …
transition during cell differentiation and development. However, tools for constructing multi …
Bifurcation analysis of single-cell gene expression data reveals epigenetic landscape
We present single-cell clustering using bifurcation analysis (SCUBA), a novel computational
method for extracting lineage relationships from single-cell gene expression data and …
method for extracting lineage relationships from single-cell gene expression data and …
Characterization of cell fate probabilities in single-cell data with Palantir
Single-cell RNA sequencing studies of differentiating systems have raised fundamental
questions regarding the discrete versus continuous nature of both differentiation and cell …
questions regarding the discrete versus continuous nature of both differentiation and cell …
Alignment of single-cell trajectories to compare cellular expression dynamics
A Alpert, LS Moore, T Dubovik, SS Shen-Orr - Nature methods, 2018 - nature.com
Single-cell RNA sequencing and high-dimensional cytometry can be used to generate
detailed trajectories of dynamic biological processes such as differentiation or development …
detailed trajectories of dynamic biological processes such as differentiation or development …
Diffusion pseudotime robustly reconstructs lineage branching
The temporal order of differentiating cells is intrinsically encoded in their single-cell
expression profiles. We describe an efficient way to robustly estimate this order according to …
expression profiles. We describe an efficient way to robustly estimate this order according to …
Single-cell trajectory detection uncovers progression and regulatory coordination in human B cell development
Tissue regeneration is an orchestrated progression of cells from an immature state to a
mature one, conventionally represented as distinctive cell subsets. A continuum of …
mature one, conventionally represented as distinctive cell subsets. A continuum of …
Automated mapping of phenotype space with single-cell data
Accurate identification of cell subsets in complex populations is key to discovering novelty in
multidimensional single-cell experiments. We present X-shift (http://web. stanford. edu …
multidimensional single-cell experiments. We present X-shift (http://web. stanford. edu …
Defining cell types and states with single-cell genomics
C Trapnell - Genome research, 2015 - genome.cshlp.org
A revolution in cellular measurement technology is under way: For the first time, we have the
ability to monitor global gene regulation in thousands of individual cells in a single …
ability to monitor global gene regulation in thousands of individual cells in a single …