Decoding the regulatory network of early blood development from single-cell gene expression measurements

V Moignard, S Woodhouse, L Haghverdi, AJ Lilly… - Nature …, 2015 - nature.com
Reconstruction of the molecular pathways controlling organ development has been
hampered by a lack of methods to resolve embryonic progenitor cells. Here we describe a …

Characterization of transcriptional networks in blood stem and progenitor cells using high-throughput single-cell gene expression analysis

V Moignard, IC Macaulay, G Swiers, F Buettner… - Nature cell …, 2013 - nature.com
Cellular decision-making is mediated by a complex interplay of external stimuli with the
intracellular environment, in particular transcription factor regulatory networks. Here we have …

Dissecting cell identity via network inference and in silico gene perturbation

K Kamimoto, B Stringa, CM Hoffmann, K Jindal… - Nature, 2023 - nature.com
Cell identity is governed by the complex regulation of gene expression, represented as gene-
regulatory networks. Here we use gene-regulatory networks inferred from single-cell multi …

Defining murine organogenesis at single-cell resolution reveals a role for the leukotriene pathway in regulating blood progenitor formation

X Ibarra-Soria, W Jawaid, B Pijuan-Sala… - Nature cell …, 2018 - nature.com
During gastrulation, cell types from all three germ layers are specified and the basic body
plan is established. However, molecular analysis of this key developmental stage has been …

[HTML][HTML] Single-cell trajectories reconstruction, exploration and mapping of omics data with STREAM

H Chen, L Albergante, JY Hsu, CA Lareau… - Nature …, 2019 - nature.com
Single-cell transcriptomic assays have enabled the de novo reconstruction of lineage
differentiation trajectories, along with the characterization of cellular heterogeneity and state …

Transcriptional dynamics of the embryonic stem cell switch

V Chickarmane, C Troein, UA Nuber… - PLoS computational …, 2006 - journals.plos.org
Recent ChIP experiments of human and mouse embryonic stem cells have elucidated the
architecture of the transcriptional regulatory circuitry responsible for cell determination …

SCNS: a graphical tool for reconstructing executable regulatory networks from single-cell genomic data

S Woodhouse, N Piterman, CM Wintersteiger… - BMC systems …, 2018 - Springer
Background Reconstruction of executable mechanistic models from single-cell gene
expression data represents a powerful approach to understanding developmental and …

CytoTalk: De novo construction of signal transduction networks using single-cell transcriptomic data

Y Hu, T Peng, L Gao, K Tan - Science Advances, 2021 - science.org
Single-cell technology enables study of signal transduction in a complex tissue at
unprecedented resolution. We describe CytoTalk for de novo construction of cell type …

The single-cell transcriptional landscape of mammalian organogenesis

J Cao, M Spielmann, X Qiu, X Huang, DM Ibrahim… - Nature, 2019 - nature.com
Mammalian organogenesis is a remarkable process. Within a short timeframe, the cells of
the three germ layers transform into an embryo that includes most of the major internal and …

Using single‐cell genomics to understand developmental processes and cell fate decisions

JA Griffiths, A Scialdone, JC Marioni - Molecular systems biology, 2018 - embopress.org
High‐throughput‐omics techniques have revolutionised biology, allowing for thorough and
unbiased characterisation of the molecular states of biological systems. However, cellular …