Kidney and organoid single-cell transcriptomics: the end of the beginning.
Parker C WilsonBenjamin D HumphreysPublished in: Pediatric nephrology (Berlin, Germany) (2019)
Single-cell RNA sequencing (scRNA-seq) technologies are increasingly being applied to reveal cellular heterogeneity in kidney development and disease. In just the last year, multiple scRNA-seq datasets have been generated from kidney organoids, developing mouse and human kidney, adult kidney, and kidney cancer. The data generated enables a much deeper understanding of biological processes within and between cells. It has also elucidated unforeseen cell lineage relationships, defined the presence of off-target cell types in kidney organoids, and revealed a diverse inflammatory response in a human kidney allograft undergoing rejection. This review summarizes the recent rapid progress in scRNA-seq of the kidney and outlines future directions for single-cell technologies as applied to the kidney.
Keyphrases
- single cell
- rna seq
- high throughput
- inflammatory response
- endothelial cells
- stem cells
- genome wide
- machine learning
- young adults
- big data
- cell proliferation
- squamous cell carcinoma
- induced apoptosis
- dna methylation
- signaling pathway
- induced pluripotent stem cells
- electronic health record
- artificial intelligence
- data analysis