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

PRJNA677825: Androgen Regulates SARS-CoV-2 Receptor Levels and Is Associated with Severe COVID-19 Symptoms in Men [scRNA-Seq]

来源: NCBI / GSE161263
提交时间: Nov 11 2020
释放时间: Dec 15 2020
最后更新时间: Dec 15 2020

概要: Here, we established a high-throughput drug screening strategy to identify therapeutic candidates that reduce ACE2 levels in human embryonic stem cell (hESC) derived cardiac cells and lung organoids. Drug target analysis of validated hit compounds, including 5 alpha reductase inhibitors, revealed androgen signaling as a key modulator of ACE2 levels. Treatment with antiandrogenic drugs reduced ACE2 expression in both human cardiac and lung epithelial cells and protected hESC-derived lung organoids against SARS-CoV-2 infection. To build an in vitro model of viral infection in human lung tissue, we set out to generate lung organoids from hESC using a slightly modified combination of previously established differentiation methods (Carvalho et al., 2019; Jacob et al., 2017; Miller et al., 2019). We performed single cell RNA sequencing of fully differentiated organoids to unbiasedly characterize the cell types present and validate them as a model of SARS-CoV-2 infection and antiandrogenic drug treatment

项目整体设计: In total, five organoids were sequenced from two independent differentiations. From one differentation, two replicate matrigel embedded organoids were collecetd and sequeced. From the second, independent differentation, two matrigel embeded organoids and one organoid kept in suspension were sequenced.

GEN 数据集:
GEND000437
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方案
生长方案: Human lung organoids (HLO) were derived from hPSCs as previously described (Carvalho et al., 2019; Jacob et al., 2017; Miller et al., 2019), with minor modifications. Briefly, H9 hPSCs were maintained in mTeSR Plus media and were seeded on Day 0 onto matrigel (Corning) coated surface. On Days 1-4 cells were treated with 100 ng/mL Activin A and increasing concentration of defined FBS (dFBS, HyClone) in RPMI 1640 medium (Thermo), to induce definitive endoderm formation (Day 1: 3 µM CHIR99021 and no dFBS; Day 2: 0.2% dFBS; Days 3-4: 2% dFBS). On Day 4, cells were >95% double positive for CXCR4/CD184 and c-Kit/CD117 as determined by flow cytometry. On Days 5-9 cells were treated with anterior foregut induction medium, containing 10 µM SB431542, 100 nM LDN193189, 2 µM CHIR99021, 1 µM SAG, 500 ng/mL FGF4 in Foregut Basal Medium (Advanced DMEM, 1x B27, 1x N2, 10 mM HEPES, 1x Glutagro (all Thermo), 50 µg/mL ascorbic acid (Sigma), 0.4 µM monothioglycerol (Sigma)). On Day 9, anterior foregut spheroids were harvested by gentle pipetting and transferred into an ultra-low attachment plate, in Lung Organoid Medium I (3 µM CHIR99021, 10 ng/mL BMP4, 10 ng/mL FGF7, 10 ng/mL FGF10, 50 nM all-trans retinoic acid, in Foregut Basal Medium). The medium was changed every two days until Day 15. On Day 15, the medium was changed to Lung Organoid Medium II (3 µM CHIR99021, 10 ng/mL FGF7, 10 ng/mL FGF10, in Foregut Basal Medium). On Day 25 the organoids were embedded in matrigel, in transwell inserts, and grown in Lung Organoid Medium III (3 µM CHIR99021, 10 ng/mL FGF7, 10 ng/mL FGF10, 50 nM dexamethasone (Sigma), 100 µM 8-bromo-cAMP (Sigma), 100 µM IBMX (Sigma), in Foregut Basal Medium). The medium was changed every 3 days. The CHIR99021 was withdrawn on Days 35-42. All media components were from Stem Cell Technologies unless noted otherwise.
处理方案: -
提取方案: All tubes and pipet tips used for cell harvesting were pre-treated with 1% BSA in 1X PBS. The HLOs were transferred with a wide end pipet tip from matrigel to 1 mL Organoid Harvesting solution (Cultrex) and incubated 1h at +4C, with end-to-end rotation. Then the cells were dissociated in Accutase (Stem Cell) with DNaseI (200 U/mL, Worthington) and Dispase (100 U/mL, Corning) at 37C, in 10 min increments, with end-to-end rotation, until single cell suspension was obtained. The cells were washed in Cell Staining Buffer (Biolegend) and stained with TotalSeq HTO antibodies for 30 min on ice. The cells were washed twice in Cell Staining Buffer and filtered through a 40 µm pipet tip strainer (BelArt). The cells were counted using Trypan Blue dye and hemocytometer and pooled for sequencing.
建库方案: scRNA-seq libraries were prepared with Chromium Next GEM Single Cell 3′ Kit v3.1 (10x Genomics), with custom amplification of TotalSeq HTO sequences (Biolegend). The libraries were sequenced on Illumina NovaSeq sequencer in the Center for Advanced Technologies (UCSF).
测序信息
分子类型: Poly(A)+ RNA
库的片段类型: PAIRED
库的链类型: -
测序平台: ILLUMINA
测序仪型号: Illumina NovaSeq 6000
链特异性: -
样本
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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
Androgen Signaling Regulates SARS-CoV-2 Receptor Levels and Is Associated with Severe COVID-19 Symptoms in Men.
Cell stem cell . 2020-11-17 [PMID: 33232663]