Integration of spatial and single nucleus transcriptomics to map gene expression in the developing mouse kidney

The kidney is a complex organ requiring tightly coordinated interactions between epithelial, endothelial, and mesenchymal cells during development. Congenital kidney defects can result in kidney disease and renal failure, highlighting the importance of understanding kidney formation mechanisms. Advances in RNA sequencing have revealed remarkable cellular heterogeneity, especially in the kidney stroma, though relationships between stromal, epithelial, and endothelial cells remain unclear. This study presents a comprehensive gene expression atlas of embryonic and postnatal kidneys, integrating single-nucleus and in situ RNA sequencing data. We developed the Kidney Spatial Transcriptome Analysis Tool (KSTAT), enabling researchers to identify cell locations, predict cell-cell communication, and map gene pathway activity. Using KSTAT, we were able to uncover significant heterogeneity among embryonic kidney pericytes, providing a critical resource for hypothesis generation and advancing knowledge of kidney development and disease.