Single-cell analysis of progenitor cell dynamics and lineage specification in the human fetal kidney

Development
Rajasree MenonCristina Cebrián

Abstract

The mammalian kidney develops through reciprocal interactions between the ureteric bud and the metanephric mesenchyme to give rise to the entire collecting system and the nephrons. Most of our knowledge of the developmental regulators driving this process arises from the study of gene expression and functional genetics in mice and other animal models. In order to shed light on human kidney development, we have used single-cell transcriptomics to characterize gene expression in different cell populations, and to study individual cell dynamics and lineage trajectories during development. Single-cell transcriptome analyses of 6414 cells from five individual specimens identified 11 initial clusters of specific renal cell types as defined by their gene expression profile. Further subclustering identifies progenitors, and mature and intermediate stages of differentiation for several renal lineages. Other lineages identified include mesangium, stroma, endothelial and immune cells. Novel markers for these cell types were revealed in the analysis, as were components of key signaling pathways driving renal development in animal models. Altogether, we provide a comprehensive and dynamic gene expression profile of the developing human kidn...Continue Reading

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Methods Mentioned

BETA
single-cell sequencing
RNAseq
FeaturePlot
PCR
Drop-seq
Chip
scRNASeq
PCA
RNA-seq
GAM

Software Mentioned

Seq
R package Seurat
R
Seurat R
R package Monocle
R package mgcv
AutoCAD
Seurat R package
FeaturePlot
Seurat

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