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Evaluation of variability in human kidney organoids.
- Source :
-
Nature methods [Nat Methods] 2019 Jan; Vol. 16 (1), pp. 79-87. Date of Electronic Publication: 2018 Dec 20. - Publication Year :
- 2019
-
Abstract
- The utility of human pluripotent stem cell-derived kidney organoids relies implicitly on the robustness and transferability of the protocol. Here we analyze the sources of transcriptional variation in a specific kidney organoid protocol. Although individual organoids within a differentiation batch showed strong transcriptional correlation, we noted significant variation between experimental batches, particularly in genes associated with temporal maturation. Single-cell profiling revealed shifts in nephron patterning and proportions of component cells. Distinct induced pluripotent stem cell clones showed congruent transcriptional programs, with interexperimental and interclonal variation also strongly associated with nephron patterning. Epithelial cells isolated from organoids aligned with total organoids at the same day of differentiation, again implicating relative maturation as a confounder. This understanding of experimental variation facilitated an optimized analysis of organoid-based disease modeling, thereby increasing the utility of kidney organoids for personalized medicine and functional genomics.
- Subjects :
- Cell Differentiation genetics
Clone Cells
Epithelial Cells cytology
Gene Expression Profiling
Humans
Induced Pluripotent Stem Cells cytology
Induced Pluripotent Stem Cells metabolism
Kidney cytology
Kidney Diseases genetics
Kidney Diseases pathology
Models, Biological
Organoids cytology
Reproducibility of Results
Single-Cell Analysis
Transcription, Genetic
Kidney metabolism
Organoids metabolism
Subjects
Details
- Language :
- English
- ISSN :
- 1548-7105
- Volume :
- 16
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Nature methods
- Publication Type :
- Academic Journal
- Accession number :
- 30573816
- Full Text :
- https://doi.org/10.1038/s41592-018-0253-2