相关实验视频
Updated: Jun 29, 2025

06:59
Transcription Start Site Mapping Using Super-low Input Carrier-CAGE
Published on: June 26, 2019
12.1K
通过单核酸分辨率建模转录启动的核心促进子语法解剖
Adam Y He1,2, Charles G Danko1,3
1Baker Institute for Animal Health, College of Veterinary Medicine, Cornell University.
bioRxiv : the preprint server for biology
|April 1, 2024
概括
一个新的深度学习模型,CLIPNET,解码DNA序列,以预测转录启动地点和数量. 它揭示了复杂的调节语法和DNA动机在控制基因表达中的非添加作用.
科学领域:
- 基因组学就是基因组学.
- 分子生物学分子生物学
- 生物信息学是一种生物信息学.
背景情况:
- 了解DNA序列如何决定转录启动对于基因调节至关重要.
- 目前的方法缺乏准确性,仅仅从DNA序列中准确预测启动模式.
研究的目的:
- 从DNA序列开发一个深度学习模型,准确预测转录启动地点和数量.
- 阐明管理转录启动的监管语法和序列架构.
主要方法:
- 开发和培训CLIPNET,一个深度学习模型,在人口规模PRO-cap数据上.
- 对CLIPNET预测的分析,以确定关键的DNA序列特征及其在转录启动中的作用.
主要成果:
- 通过单核酸分辨率预测转录启动位置和数量,CLIPNET的性能优于现有的方法.
- 确定了五个关键的DNA-蛋白相互作用位置和转录激活剂的微妙位置偏好.
- 揭示了转录激活体和核心促进体动机之间的非添加相互作用,激活体影响数量,促进体影响位置.
- 发现了核心促进因子,包括DPR和AT丰富的序列,解释了促进剂和增强剂的启动模式.
结论:
- 这项研究提供了一个新的深度学习框架 (CLIPNET),用于破译转录启动模式.
- 发现了一种复杂的调控语法,涉及特定的DNA序列动机及其位置.
- 提供了对控制基因表达在转录启动水平的基于序列的机制的见解.
相关概念视频
The Eukaryotic Promoter Region
16.3K
The eukaryotic promoter region is a segment of DNA located upstream of a gene. It contains an RNA polymerase binding site, a transcription start site, and several cis-regulatory sequences. The proximal promoter region is located in the vicinity of the gene and has cis-regulatory sequences and the core promoter. The core promoter is the binding site for RNA polymerase and is usually located between -35 and +35 nucleotides from the transcription start site. The distal promoter regions are...
16.3K
Transcription Initiation
16.4K
Initiation is the first step of transcription in eukaryotes. Prokaryotic RNA Polymerase (RNAP) can bind to the template DNA and start transcribing. On the other hand, transcription in eukaryotes requires additional proteins, called transcription factors, to first bind to the promoter region in the DNA template. This binding helps recruit the specific RNAP that can assemble on the DNA and start transcription.
The promoters and enhancers and their accessory proteins allow tight regulation of...
The promoters and enhancers and their accessory proteins allow tight regulation of...
16.4K
Bacterial Transcription
28.2K
RNA polymerase (RNAP) carries out DNA-dependent RNA synthesis in both bacteria and eukaryotes. Bacteria do not have a membrane-bound nucleus. So, transcription and translation occur simultaneously, on the same DNA template.
Transcription can be divided into three main stages, each involving distinct DNA sequences to guide the polymerase. These are:
Transcription can be divided into three main stages, each involving distinct DNA sequences to guide the polymerase. These are:
28.2K
RNA Polymerase II Accessory Proteins
9.2K
Proteins that regulate transcription can do so either via direct contact with RNA Polymerase or through indirect interactions facilitated by adaptors, mediators, histone-modifying proteins, and nucleosome remodelers. Direct interactions to activate transcription is seen in bacteria as well as in some eukaryotic genes. In these cases, upstream activation sequences are adjacent to the promoters, and the activator proteins interact directly with the transcriptional machinery. For example, in...
9.2K
Transcription
21.6K
Transcription is the synthesis of RNA from a DNA sequence by RNA polymerase. It is the first step in producing a protein from a gene sequence. Additionally, many other proteins and regulatory sequences are involved in correctly synthesizing messenger RNA (mRNA). Transcriptional regulation is responsible for the differentiation of different types of cells and often for the proper cellular response to environmental signals.
Transcription Can Produce Different Kinds of RNA Molecules
In eukaryotes,...
Transcription Can Produce Different Kinds of RNA Molecules
In eukaryotes,...
21.6K
Eukaryotic Transcription Activators
11.0K
Transcription activators are proteins that promote the transcription of genes from DNA to RNA. In most cases, these proteins contain two separate domains ‒ a domain that binds to DNA and a domain for activating transcription; however, in some cases, a single domain is responsible for both binding and activation of transcription, as seen in the glucocorticoid receptor and MyoD.
The binding domains are capable of recognizing and interacting with regulatory sequences on the DNA. These...
The binding domains are capable of recognizing and interacting with regulatory sequences on the DNA. These...
11.0K

