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促性腺激素释放激素反应基础下的LβT2促性腺激素细胞的调节结构

Regulatory Architecture of the LβT2 Gonadotrope Cell Underlying the Response to Gonadotropin-Releasing Hormone.

作者信息

Ruf-Zamojski Frederique, Fribourg Miguel, Ge Yongchao, Nair Venugopalan, Pincas Hanna, Zaslavsky Elena, Nudelman German, Tuminello Stephanie J, Watanabe Hideo, Turgeon Judith L, Sealfon Stuart C

机构信息

Department of Neurology, Center for Advanced Research on Diagnostic Assays, Icahn School of Medicine at Mount Sinai, New York, United States.

Department of Medicine, Division of Pulmonary, Critical Care and Sleep Medicine, Icahn School of Medicine at Mount Sinai, New York, United States.

出版信息

Front Endocrinol (Lausanne). 2018 Feb 14;9:34. doi: 10.3389/fendo.2018.00034. eCollection 2018.

Abstract

The LβT2 mouse pituitary cell line has many characteristics of a mature gonadotrope and is a widely used model system for studying the developmental processes and the response to gonadotropin-releasing hormone (GnRH). The global epigenetic landscape, which contributes to cell-specific gene regulatory mechanisms, and the single-cell transcriptome response variation of LβT2 cells have not been previously investigated. Here, we integrate the transcriptome and genome-wide chromatin accessibility state of LβT2 cells during GnRH stimulation. In addition, we examine cell-to-cell variability in the transcriptional response to GnRH using Gel bead-in-Emulsion Drop-seq technology. Analysis of a bulk RNA-seq data set obtained 45 min after exposure to either GnRH or vehicle identified 112 transcripts that were regulated >4-fold by GnRH (FDR < 0.05). The top regulated transcripts constitute, as determined by Bayesian massive public data integration analysis, a human pituitary-relevant coordinated gene program. Chromatin accessibility [assay for transposase-accessible chromatin with high-throughput sequencing (ATAC-seq)] data sets generated from GnRH-treated LβT2 cells identified more than 58,000 open chromatin regions, some containing notches consistent with bound transcription factor footprints. The study of the most prominent open regions showed that 75% were in transcriptionally active promoters or introns, supporting their involvement in active transcription. , and showed significantly open chromatin over their promoters. While was closed over its promoter, several discrete significantly open regions were found at -40 to -90 kb, which may represent novel upstream enhancers. Chromatin accessibility determined by ATAC-seq was associated with high levels of gene expression determined by RNA-seq. We obtained high-quality single-cell Gel bead-in-Emulsion Drop-seq transcriptome data, with an average of >4,000 expressed genes/cell, from 1,992 vehicle- and 1,889 GnRH-treated cells. While the individual cell expression patterns showed high cell-to-cell variation, representing both biological and measurement variation, the average expression patterns correlated well with bulk RNA-seq data. Computational assignment of each cell to its precise cell cycle phase showed that the response to GnRH was unaffected by cell cycle. To our knowledge, this study represents the first genome-wide epigenetic and single-cell transcriptomic characterization of this important gonadotrope model. The data have been deposited publicly and should provide a resource for hypothesis generation and further study.

摘要

LβT2小鼠垂体细胞系具有成熟促性腺激素细胞的许多特征,是研究发育过程以及对促性腺激素释放激素(GnRH)反应的广泛使用的模型系统。此前尚未研究过有助于细胞特异性基因调控机制的全局表观遗传格局以及LβT2细胞的单细胞转录组反应变异。在此,我们整合了GnRH刺激期间LβT2细胞的转录组和全基因组染色质可及性状态。此外,我们使用乳液滴中凝胶珠测序技术检查了对GnRH转录反应中的细胞间变异性。对暴露于GnRH或溶剂后45分钟获得的大量RNA测序数据集的分析确定了112个转录本,其受GnRH调控超过4倍(FDR<0.05)。通过贝叶斯大规模公共数据整合分析确定,上调程度最高的转录本构成了一个与人类垂体相关的协调基因程序。从GnRH处理的LβT2细胞生成的染色质可及性[高通量测序转座酶可及染色质分析(ATAC-seq)]数据集确定了超过58,000个开放染色质区域,其中一些包含与结合转录因子足迹一致的切口。对最突出的开放区域的研究表明,75%位于转录活跃的启动子或内含子中,支持它们参与活跃转录。 及其启动子显示出明显开放的染色质。虽然 启动子区域是封闭的,但在-40至-90 kb处发现了几个离散的明显开放区域,这可能代表新的上游增强子。通过ATAC-seq确定的染色质可及性与通过RNA-seq确定的高水平基因表达相关。我们从1,992个溶剂处理细胞和1,889个GnRH处理细胞中获得了高质量的单细胞乳液滴中凝胶珠测序转录组数据,平均每个细胞有超过4,000个表达基因。虽然单个细胞的表达模式显示出高度的细胞间变异性,代表了生物学和测量变异,但平均表达模式与大量RNA测序数据相关性良好。将每个细胞精确分配到其细胞周期阶段的计算表明,对GnRH的反应不受细胞周期的影响。据我们所知,这项研究代表了对这个重要促性腺激素细胞模型的首次全基因组表观遗传和单细胞转录组特征分析。数据已公开存放,应为假设生成和进一步研究提供资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/230d/5816955/9162195e30ae/fendo-09-00034-g001.jpg

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