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使用 Smar2C2 进行简单准确的转录起始位点鉴定,并研究保守启动子特征。

Simple and accurate transcriptional start site identification using Smar2C2 and examination of conserved promoter features.

机构信息

Department of Plant Biology, University of Georgia, Athens, GA, 30602, USA.

Department of Genetics, University of Georgia, Athens, GA, 30602, USA.

出版信息

Plant J. 2022 Oct;112(2):583-596. doi: 10.1111/tpj.15957. Epub 2022 Oct 2.

Abstract

The precise and accurate identification and quantification of transcriptional start sites (TSSs) is key to understanding the control of transcription. The core promoter consists of the TSS and proximal non-coding sequences, which are critical in transcriptional regulation. Therefore, the accurate identification of TSSs is important for understanding the molecular regulation of transcription. Existing protocols for TSS identification are challenging and expensive, leaving high-quality data available for a small subset of organisms. This sparsity of data impairs study of TSS usage across tissues or in an evolutionary context. To address these shortcomings, we developed Smart-Seq2 Rolling Circle to Concatemeric Consensus (Smar2C2), which identifies and quantifies TSSs and transcription termination sites. Smar2C2 incorporates unique molecular identifiers that allowed for the identification of as many as 70 million sites, with no known upper limit. We have also generated TSS data sets from as little as 40 pg of total RNA, which was the smallest input tested. In this study, we used Smar2C2 to identify TSSs in Glycine max (soybean), Oryza sativa (rice), Sorghum bicolor (sorghum), Triticum aestivum (wheat) and Zea mays (maize) across multiple tissues. This wide panel of plant TSSs facilitated the identification of evolutionarily conserved features, such as novel patterns in the dinucleotides that compose the initiator element (Inr), that correlated with promoter expression levels across all species examined. We also discovered sequence variations in known promoter motifs that are positioned reliably close to the TSS, such as differences in the TATA box and in the Inr that may prove significant to our understanding and control of transcription initiation. Smar2C2 allows for the easy study of these critical sequences, providing a tool to facilitate discovery.

摘要

准确识别和量化转录起始位点(TSS)是理解转录调控的关键。核心启动子由 TSS 和近端非编码序列组成,这些序列在转录调控中至关重要。因此,准确识别 TSS 对于理解转录的分子调控非常重要。现有的 TSS 识别方法具有挑战性且昂贵,这使得高质量的数据仅可用于一小部分生物。这种数据的稀缺性妨碍了在组织或进化背景下研究 TSS 的使用。为了解决这些缺点,我们开发了 Smart-Seq2 Rolling Circle to Concatemeric Consensus(Smar2C2),它可以识别和定量 TSS 和转录终止位点。Smar2C2 采用了独特的分子标识符,可以识别多达 7000 万个位点,而且没有已知的上限。我们还可以从低至 40pg 的总 RNA 中生成 TSS 数据集,这是测试过的最小输入量。在这项研究中,我们使用 Smar2C2 在多种组织中鉴定了 Glycine max(大豆)、Oryza sativa(水稻)、Sorghum bicolor(高粱)、Triticum aestivum(小麦)和 Zea mays(玉米)的 TSS。这个广泛的植物 TSS 面板有助于鉴定进化保守的特征,例如组成起始元件(Inr)的二核苷酸的新模式,这些模式与所有研究物种的启动子表达水平相关。我们还发现了已知启动子基序中的序列变异,这些变异可靠地靠近 TSS 定位,例如 TATA 框和 Inr 的差异,这些差异可能对我们理解和控制转录起始具有重要意义。Smar2C2 允许轻松研究这些关键序列,为发现提供了一种工具。

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