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Development of a quantitative prediction algorithm for target organ-specific similarity of human pluripotent stem cell-derived organoids and cells.
- Source :
-
Nature communications [Nat Commun] 2021 Jul 23; Vol. 12 (1), pp. 4492. Date of Electronic Publication: 2021 Jul 23. - Publication Year :
- 2021
-
Abstract
- Human pluripotent stem cell (hPSC)-derived organoids and cells have similar characteristics to human organs and tissues. Thus, in vitro human organoids and cells serve as a superior alternative to conventional cell lines and animal models in drug development and regenerative medicine. For a simple and reproducible analysis of the quality of organoids and cells to compensate for the shortcomings of existing experimental validation studies, a quantitative evaluation method should be developed. Here, using the GTEx database, we construct a quantitative calculation system to assess similarity to the human organs. To evaluate our system, we generate hPSC-derived organoids and cells, and detected organ similarity. To facilitate the access of our system by researchers, we develop a web-based user interface presenting similarity to the appropriate organs as percentages. Thus, this program could provide valuable information for the generation of high-quality organoids and cells and a strategy to guide proper lineage-oriented differentiation.<br /> (© 2021. The Author(s).)
- Subjects :
- Cell Culture Techniques methods
Cell Line
Gene Expression Profiling methods
Humans
Organoids cytology
Pluripotent Stem Cells cytology
RNA-Seq methods
Reverse Transcriptase Polymerase Chain Reaction
Algorithms
Cell Differentiation genetics
Organ Specificity genetics
Organoids metabolism
Pluripotent Stem Cells metabolism
Transcriptome genetics
Subjects
Details
- Language :
- English
- ISSN :
- 2041-1723
- Volume :
- 12
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Nature communications
- Publication Type :
- Academic Journal
- Accession number :
- 34301945
- Full Text :
- https://doi.org/10.1038/s41467-021-24746-w