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EstroGene 数据库揭示了乳腺癌中具有不同时间、上下文依赖性和双向雌激素受体调控网络。

The EstroGene Database Reveals Diverse Temporal, Context-Dependent, and Bidirectional Estrogen Receptor Regulomes in Breast Cancer.

机构信息

Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, Pennsylvania.

Women's Cancer Research Center, Magee Women's Research Institute, UPMC Hillman Cancer Center, Pittsburgh, Pennsylvania.

出版信息

Cancer Res. 2023 Aug 15;83(16):2656-2674. doi: 10.1158/0008-5472.CAN-23-0539.

Abstract

UNLABELLED

As one of the most successful cancer therapeutic targets, estrogen receptor-α (ER/ESR1) has been extensively studied over the past few decades. Sequencing technological advances have enabled genome-wide analysis of ER action. However, comparison of individual studies is limited by different experimental designs, and few meta-analyses are available. Here, we established the EstroGene database through unified processing of data from 246 experiments including 136 transcriptomic, cistromic, and epigenetic datasets focusing on estradiol (E2)-triggered ER activation across 19 breast cancer cell lines. A user-friendly browser (https://estrogene.org/) was generated for multiomic data visualization involving gene inquiry under user-defined experimental conditions and statistical thresholds. Notably, annotation of metadata associated with public datasets revealed a considerable lack of experimental details. Comparison of independent RNA-seq or ER ChIP-seq data with the same design showed large variability and only strong effects could be consistently detected. Temporal estrogen response metasignatures were defined, and the association of E2 response rate with temporal transcriptional factors, chromatin accessibility, and heterogeneity of ER expression was evaluated. Unexpectedly, harmonizing 146 E2-induced transcriptomic datasets uncovered a subset of genes harboring bidirectional E2 regulation, which was linked to unique transcriptional factors and highly associated with immune surveillance in the clinical setting. Furthermore, the context dependent E2 response programs were characterized in MCF7 and T47D cell lines, the two most frequently used models in the EstroGene database. Collectively, the EstroGene database provides an informative and practical resource to the cancer research community to uniformly evaluate key reproducible features of ER regulomes and unravels modes of ER signaling.

SIGNIFICANCE

A resource database integrating 246 publicly available ER profiling datasets facilitates meta-analyses and identifies estrogen response temporal signatures, a bidirectional program, and model-specific biases.

摘要

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作为最成功的癌症治疗靶点之一,雌激素受体-α(ER/ESR1)在过去几十年中得到了广泛的研究。测序技术的进步使人们能够对 ER 作用进行全基因组分析。然而,由于不同的实验设计,个体研究之间的比较受到限制,可用的荟萃分析也很少。在这里,我们通过统一处理来自 246 项实验的数据,建立了 EstroGene 数据库,这些实验包括 136 个转录组、染色质组和表观遗传数据集,重点研究了 19 种乳腺癌细胞系中雌二醇(E2)触发的 ER 激活。我们生成了一个用户友好的浏览器(https://estrogene.org/),用于多组学数据可视化,包括在用户定义的实验条件和统计阈值下进行基因查询。值得注意的是,与公共数据集相关的元数据注释显示出相当大的实验细节缺失。与相同设计的独立 RNA-seq 或 ER ChIP-seq 数据进行比较表明,存在很大的可变性,只有强效应才能被一致检测到。定义了雌激素反应的时间元特征,并评估了 E2 反应率与时间转录因子、染色质可及性和 ER 表达异质性的关系。出乎意料的是,协调 146 个 E2 诱导的转录组数据集揭示了一组具有双向 E2 调节的基因,这些基因与独特的转录因子相关,并与临床环境中的免疫监测高度相关。此外,在 MCF7 和 T47D 细胞系中,特征化了上下文相关的 E2 反应程序,这两个细胞系是 EstroGene 数据库中最常使用的模型。总的来说,EstroGene 数据库为癌症研究界提供了一个信息丰富且实用的资源,以统一评估 ER 调控组的关键可重复特征,并揭示 ER 信号的模式。

意义

整合了 246 个公开可用的 ER 分析数据集的资源数据库,促进了荟萃分析,并确定了雌激素反应的时间特征、双向程序和特定于模型的偏差。

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