Gene Expression Nebulas
基于标准化流程分析的转录图谱综合数据库

Gene Expression Nebulas

多物种转录图谱整合数据库

PRJNA471420: Charting in vitro beta cell differentiation by single cell RNA sequencing

来源: NCBI / GSE114412
提交时间: May 14 2018
释放时间: May 10 2019
最后更新时间: Dec 11 2019

概要: In vitro differentiation of human stem cells can produce pancreatic beta cells, the insulin-secreting cell type whose loss underlies Type 1 Diabetes. As a step towards mastery of this process, we report on transcriptional profiling of >100,000 individual cells sampled during in vitro beta cell differentiation and describe the cells that emerge. We resolve populations corresponding to beta cells, alpha-like poly-hormonal cells, non-endocrine cells that resemble pancreatic exocrine cells and a previously unreported population resembling enterochromaffin cells. We show that the beta and alpha-like cells are stable for weeks in culture without exogenous growth factors and that gene expression changes associated with in vivo beta cell maturation are recapitulated in vitro. We demonstrate that stem-cell derived enterochromaffin cells can synthesize and secrete serotonin in vitro. To remove exocrine cells, we characterize a scalable re-aggregation technique that efficiently selects endocrine cells. Finally, we use a high-resolution sequencing time course to characterize gene expression dynamics during human pancreatic endocrine induction from which we develop a lineage model of in vitro beta cell differentiation. This study provides a deeper perspective on the current state of human stem cell differentiation and is a jumping-off point for future endeavors in in vitro differentiation of pancreatic islet cells and their application in regenerative medicine.

项目整体设计: Single-cell mRNA sequencing of pluripotent stem cells differentiating in vitro towards pancreatic beta cells.The data & metadata match the initial submission of the manuscript, not the final version.

GEN 数据集:
GEND000108
测序方法:
物种:
健康状况:
细胞类型:
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方案
生长方案: Human embryonic and pluripotent stem cells were maintained and differentiated as described in the methods of (Veres et al. 2018). Differentiation was carried out using step-wise protocols aimed at gradually producing beta cells in vitro.
处理方案: -
提取方案: Differentiated clusters were prepared for single cell RNA sequencing as follows: 1-2 mL suspension culture was sampled from the spinner flask, dissociated with TrypLE Express (5-15 minutes at 37 °C), quenched with cold PBS + 1% BSA and gently dispersed with a P1000 pipette. Cells were then centrifuged (300 rpm, 3 min), resuspended in cold PBS+1% BSA and filtered through a 70 µm mesh filter. Centrifugation, resuspension and filtering was repeated a total of 3 times. Cells were then counted and resuspended to the working dilution for inDrops (100,000 cells/mL) in 1X PBS with 13% Optiprep (Sigma; D1556).Single cell RNA sequencing was carried out using the inDrops platform, as previously described (Klein 2015, Zilionis 2016). Most samples were run using ‘inDrops v2’ barcoded hydrogel beads (1 Cell Bio, Harvard Single Cell Core), and one experiment used ‘inDrops v3’ beads (Harvard Single Cell Core). Following the inDrops protocol, each biological sample was split into several aliquots of 1000-3000 cells after encapsulation. At least two library aliquots were prepared separately from each sample, indexing using recommended index sequences, pooled and sequencing on a NextSeq 500 (Illumina).
建库方案: -
测序信息
分子类型: poly(A)+ RNA
库的片段类型: PAIRED
库的链类型: Forward
测序平台: ILLUMINA
测序仪型号: Illumina NextSeq 500; Illumina HiSeq 2500
链特异性: Specific
样本
基本信息:
样本描述:
生物条件:
实验变量:
方案:
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质量评估:
数据来源 GEN样本编号 GEN数据集编号 系列编号 项目编号 样本编号 样本名称 生物样本编号 样本访问号 实验访问号 释放时间 提交时间 最后更新时间 物种 种族 族裔 年龄 年龄单位 性别 来源名称 组织 细胞类型 细胞亚型 细胞系 疾病 疾病状态 发育阶段 突变/变异 表型 Condition Detail 生长方案 处理方案 提取方案 建库方案 分子类型 库的片段类型 链特异性 库的链类型 加标(Spike-In) 测序方法 测序平台 测序仪型号 细胞数 测序片段数 碱基数 平均测序片段长度_1 平均测序片段长度_2 唯一比对率 多重比对率 覆盖度
文章
Charting cellular identity during human in vitro β-cell differentiation.
Nature . 2019-05-08 [PMID: 31068696]