Single-cell RNA sequencing to explore immune cell heterogeneity

E Papalexi, R Satija - Nature Reviews Immunology, 2018 - nature.com
Advances in single-cell RNA sequencing (scRNA-seq) have allowed for comprehensive
analysis of the immune system. In this Review, we briefly describe the available scRNA-seq …

From haematopoietic stem cells to complex differentiation landscapes

E Laurenti, B Göttgens - Nature, 2018 - nature.com
The development of mature blood cells from haematopoietic stem cells has long served as a
model for stem-cell research, with the haematopoietic differentiation tree being widely used …

Functional and biomimetic materials for engineering of the three-dimensional cell microenvironment

G Huang, F Li, X Zhao, Y Ma, Y Li, M Lin, G Jin… - Chemical …, 2017 - ACS Publications
The cell microenvironment has emerged as a key determinant of cell behavior and function
in development, physiology, and pathophysiology. The extracellular matrix (ECM) within the …

Diffusion pseudotime robustly reconstructs lineage branching

L Haghverdi, M Büttner, FA Wolf, F Buettner, FJ Theis - Nature methods, 2016 - nature.com
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 …

[PDF][PDF] Dissecting immune circuits by linking CRISPR-pooled screens with single-cell RNA-seq

DA Jaitin, A Weiner, I Yofe, D Lara-Astiaso… - Cell, 2016 - cell.com
In multicellular organisms, dedicated regulatory circuits control cell type diversity and
responses. The crosstalk and redundancies within these circuits and substantial cellular …

[PDF][PDF] Causes and consequences of hematopoietic stem cell heterogeneity

S Haas, A Trumpp, MD Milsom - Cell stem cell, 2018 - cell.com
Blood and immune cells derive from multipotent hematopoietic stem cells (HSCs).
Classically, stem and progenitor populations have been considered discrete homogeneous …

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 …

Computational and analytical challenges in single-cell transcriptomics

O Stegle, SA Teichmann, JC Marioni - Nature Reviews Genetics, 2015 - nature.com
The development of high-throughput RNA sequencing (RNA-seq) at the single-cell level has
already led to profound new discoveries in biology, ranging from the identification of novel …

[HTML][HTML] Gene regulatory network inference from single-cell data using multivariate information measures

TE Chan, MPH Stumpf, AC Babtie - Cell systems, 2017 - cell.com
While single-cell gene expression experiments present new challenges for data processing,
the cell-to-cell variability observed also reveals statistical relationships that can be used by …

Diffusion maps for high-dimensional single-cell analysis of differentiation data

L Haghverdi, F Buettner, FJ Theis - Bioinformatics, 2015 - academic.oup.com
Motivation: Single-cell technologies have recently gained popularity in cellular differentiation
studies regarding their ability to resolve potential heterogeneities in cell populations …