Spatial transcriptional mapping of the human nephrogenic program.
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IF: 13.417
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Cited by: 30
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Abstract

Congenital abnormalities of the kidney and urinary tract are among the most common birth defects, affecting 3% of newborns. The human kidney forms around a million nephrons from a pool of nephron progenitors over a 30-week period of development. To establish a framework for human nephrogenesis, we spatially resolved a stereotypical process by which equipotent nephron progenitors generate a nephron anlage, then applied data-driven approaches to construct three-dimensional protein maps on anatomical models of the nephrogenic program. Single-cell RNA sequencing identified progenitor states, which were spatially mapped to the nephron anatomy, enabling the generation of functional gene networks predicting interactions within and between nephron cell types. Network mining identified known developmental disease genes and predicted targets of interest. The spatially resolved nephrogenic program made available through the Human Nephrogenesis Atlas (https://sckidney.flatironinstitute.org/) will facilitate an understanding of kidney development and disease and enhance efforts to generate new kidney structures.

Keywords

Spatial reconstruction
Spatial Anatomic
Seurat
MERFISH
Spatial Transcriptomics
RNAscope
IMC
Spatial Gene Expression
disease
human
kidney
machine-learning
nephrogenesis
nephron
networks
registration
single-cell
spatial

MeSH terms

Animals
Gene Expression Regulation, Developmental
Humans
Mice
Nephrons
Proteome
RNA-Seq
Single-Cell Analysis
Transcriptome

Authors

Lindström, Nils O
Sealfon, Rachel
Chen, Xi
Parvez, Riana K
Ransick, Andrew
De Sena Brandine, Guilherme
Guo, Jinjin
Hill, Bill
Tran, Tracy
Kim, Albert D
Zhou, Jian
Tadych, Alicja
Watters, Aaron
Wong, Aaron
Lovero, Elizabeth
Grubbs, Brendan H
Thornton, Matthew E
McMahon, Jill A
Smith, Andrew D
Ruffins, Seth W
Armit, Chris
Troyanskaya, Olga G
McMahon, Andrew P

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