Nature CommunicationsGenomicsPeer-reviewed journal article
Kidney organoid reproducibility across multiple human iPSC lines and diminished off target cells after transplantation revealed by single cell transcriptomics
Ayshwarya SubramanianiD, Eriene-Heidi SidhomiD, Maheswarareddy EmaniiD, Katherine A. VernoniD, Nareh Sahakian, Yiming ZhouiD, Maria Kost‐AlimovaiD, Michal SlyperiD, Julia WaldmaniD, Danielle Ashley DionneiD, Lan NguyễniD, Astrid WeinsiD, Jamie L. MarshalliD, Orit Rozenblatt–RoseniD, Aviv RegeviD, Anna GrekaiD
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Abstract
Human iPSC-derived kidney organoids have the potential to revolutionize discovery, but assessing their consistency and reproducibility across iPSC lines, and reducing the generation of off-target cells remain an open challenge. Here, we used single cell RNA-Seq (scRNA-Seq) to profile 415,775 cells to show that organoid composition and development are comparable to human fetal and adult kidneys. Although cell classes were largely reproducible across iPSC lines, time points, protocols, and replicates, cell proportions were variable between different iPSC lines. Off-target cell proportions were the most variable. Prolonged in vitro culture did not alter cell types, but organoid transplantation under the mouse kidney capsule diminished off-target cells. Our work shows how scRNA-seq can help score organoids for reproducibility, faithfulness and quality, that kidney organoids derived from different iPSC lines are comparable surrogates for human kidney, and that transplantation enhances their formation by diminishing off-target cells.
- organism: human
- assay: scRNA-seq
- research focus: cell type annotation
- research focus: clustering
- research focus: differential expression
- research focus: benchmarking
- approach: statistical model
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