A resource of single-cell gene expression profiles in a planarian Dugesia japonica

被引:0
|
作者
Kashima, Makoto [1 ,2 ]
Komura, Rei [1 ]
Sato, Yuki [3 ]
Hashimoto, Chikara [3 ,4 ]
Hirata, Hiromi [1 ]
机构
[1] Aoyama Gakuin Univ, Coll Sci & Engn, Sagamihara, Japan
[2] Toho Univ, Fac Sci, Dept Mol Biol, Miyama 2-2-1, Funabashi, Chiba 2748510, Japan
[3] JT Biohist Res Hall, Takatsuki, Japan
[4] Osaka Univ, Grad Sch Sci, Dept Biol Sci, Toyonaka, Japan
关键词
data resource; Dugesia japonica; planarian; single-cell RNA-seq; stem cell; terminator-assisted solid-phase cDNA amplification and sequencing; PLURIPOTENT STEM-CELLS; REGENERATION; NEOBLASTS; QUANTIFICATION; MAINTENANCE;
D O I
10.1111/dgd.12893
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
The freshwater planarian Dugesia japonica maintains an abundant heterogeneous cell population called neoblasts, which include adult pluripotent stem cells. Thus, it is an excellent model organism for stem cell and regeneration research. Recently, many single-cell RNA sequencing (scRNA-seq) databases of several model organisms, including other planarian species, have become publicly available; these are powerful and useful resources to search for gene expression in various tissues and cells. However, the only scRNA-seq dataset for D. japonica has been limited by the number of genes detected. Herein, we collected D. japonica cells, and conducted an scRNA-seq analysis. A novel, automatic, iterative cell clustering strategy produced a dataset of 3,404 cells, which could be classified into 63 cell types based on gene expression profiles. We introduced two examples for utilizing the scRNA-seq dataset in this study using D. japonica. First, the dataset provided results consistent with previous studies as well as novel functionally relevant insights, that is, the expression of DjMTA and DjP2X-A genes in neoblasts that give rise to differentiated cells. Second, we conducted an integrative analysis of the scRNA-seq dataset and time-course bulk RNA-seq of irradiated animals, demonstrating that the dataset can help interpret differentially expressed genes captured via bulk RNA-seq. Using the R package "Seurat" and GSE223927, researchers can easily access and utilize this dataset.
引用
收藏
页码:43 / 55
页数:13
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