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RNA Editing02:23

RNA Editing

9.0K
RNA editing is a post-transcriptional modification where a precursor mRNA (pre-mRNA) nucleotide sequence is changed by base insertion, deletion, or modification. The extent of RNA editing varies from a few hundred bases, in mitochondrial DNA of trypanosomes, to a just single base, in nuclear genes of mammals. Even a single base change in the pre-mRNA can convert a codon for one amino acid into the codon for another amino acid or a stop codon. This type of re-coding can significantly affect the...
9.0K
Experimental RNAi02:15

Experimental RNAi

6.1K
RNA interference (RNAi) is a cellular mechanism that inhibits gene expression by suppressing its transcription or activating the RNA degradation process. The mechanism was discovered by Andrew Fire and Craig Mello in 1998 in plants. Today, it is observed in almost all eukaryotes, including protozoa, flies, nematodes, insects, parasites, and mammals. This precise cellular mechanism of gene silencing has been developed into a technique that provides an efficient way to identify and determine the...
6.1K
CRISPR01:59

CRISPR

50.4K
Genome editing technologies allow scientists to modify an organism’s DNA via the addition, removal, or rearrangement of genetic material at specific genomic locations. These types of techniques could potentially be used to cure genetic disorders such as hemophilia and sickle cell anemia. One popular and widely used DNA-editing research tool that could lead to safe and effective cures for genetic disorders is the CRISPR-Cas9 system. CRISPR-Cas9 stands for Clustered Regularly Interspaced...
50.4K
Nonsense-mediated mRNA Decay02:27

Nonsense-mediated mRNA Decay

10.6K
The Upf proteins that carry out nonsense-mediated decay (NMD) are found in all eukaryotic organisms, including humans. Each protein has an individual role, but they need to work in collaboration. Upf1 is an ATP-dependent RNA helicase that unwinds the RNA helix. Because Upf1 can unwind any RNA, Upf2 and Upf3 are required to help Upf1 discriminate between nonsense and normal mRNAs.
Usually, Upf3 binds to an Exon Junction Complex (EJC) at mRNA splice sites. If a ribosome fully translates the mRNA,...
10.6K
CRISPR and crRNAs02:53

CRISPR and crRNAs

16.9K
Bacteria and archaea are susceptible to viral infections just like eukaryotes; therefore, they have developed a unique adaptive immune system to protect themselves. Clustered regularly interspaced short palindromic repeats and CRISPR-associated proteins (CRISPR-Cas) are present in more than 45% of known bacteria and 90% of known archaea.
The CRISPR-Cas system stores a copy of foreign DNA in the host genome and uses it to identify the foreign DNA upon reinfection. CRISPR-Cas has three different...
16.9K
RNA Interference01:23

RNA Interference

26.0K
RNA interference (RNAi) is a process in which a small non-coding RNA molecule blocks the post-transcriptional expression of a gene by binding to its messenger RNA (mRNA) and preventing the protein from being translated.
This process occurs naturally in cells, often through the activity of genomically-encoded microRNAs. Researchers can take advantage of this mechanism by introducing synthetic RNAs to deactivate specific genes for research or therapeutic purposes. For example, RNAi could be used...
26.0K

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相关实验视频

Updated: Jun 21, 2025

A Nonsequencing Approach for the Rapid Detection of RNA Editing
08:50

A Nonsequencing Approach for the Rapid Detection of RNA Editing

Published on: April 21, 2022

2.6K

探索in silico的功能性保存:一种新的机器学习方法来编辑RNA.

Michał Zawisza-Álvarez1,2, Jesús Peñuela-Melero1, Esteban Vegas1,3

  • 1Departament de Genètica, Microbiologia i Estadística, Facultat de Biologia, Universitat de Barcelona, Av. Digonal 643, 08028 Barcelona, Spain.

Briefings in bioinformatics
|July 9, 2024
PubMed
概括

这项研究引入了一种人工智能驱动的方法来分析RNA编辑,这是一个关键的基因功能调节器. 该方法评估了RNA编辑机制的进化保存,增强了我们对转录组复杂性的理解.

关键词:
在A-to-I编辑中.基因组RNA的修饰 基因组RNA的修饰深度学习是一种深度学习.进化 演化 演化 演化 演化 演化 演化 演化机器学习是机器学习.

更多相关视频

RNA Catalyst as a Reporter for Screening Drugs against RNA Editing in Trypanosomes
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RNA Catalyst as a Reporter for Screening Drugs against RNA Editing in Trypanosomes

Published on: July 22, 2014

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Enhanced Genome Editing with Cas9 Ribonucleoprotein in Diverse Cells and Organisms
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Enhanced Genome Editing with Cas9 Ribonucleoprotein in Diverse Cells and Organisms

Published on: May 25, 2018

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相关实验视频

Last Updated: Jun 21, 2025

A Nonsequencing Approach for the Rapid Detection of RNA Editing
08:50

A Nonsequencing Approach for the Rapid Detection of RNA Editing

Published on: April 21, 2022

2.6K
RNA Catalyst as a Reporter for Screening Drugs against RNA Editing in Trypanosomes
09:19

RNA Catalyst as a Reporter for Screening Drugs against RNA Editing in Trypanosomes

Published on: July 22, 2014

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Enhanced Genome Editing with Cas9 Ribonucleoprotein in Diverse Cells and Organisms
09:51

Enhanced Genome Editing with Cas9 Ribonucleoprotein in Diverse Cells and Organisms

Published on: May 25, 2018

33.9K

科学领域:

  • 基因组学和分子生物学
  • 生物信息学和计算生物学

背景情况:

  • 分子生物学长期研究了通过基因重复和表达控制等机制来调节基因功能.
  • RNA编辑,一种改变RNA中的单个核酸的过程,显著增加了转录组和蛋白质组的复杂性.
  • 了解RNA编辑对于破译基因功能及其进化适应至关重要.

研究的目的:

  • 开发和应用一种新的,人工智能驱动的方法来评估RNA编辑准机制的功能保存.
  • 使用计算方法研究RNA编辑过程的进化保护和分歧.
  • 利用大数据和人工智能,更深入地了解RNA编辑在生物复杂性中的作用.

主要方法:

  • 利用了两个AI学习算法:随机森林 (RF) 和双向长期短期记忆 (biLSTM) 神经网络与注意层.
  • 来自数据库的集成RNA编辑数据和来自跨物种匹配的RNA-seq和DNA-seq实验的变异调用.
  • 开发了一种in silico交叉测试分析方法,以评估RNA编辑机制的保存和分歧.

主要成果:

  • 通过分析主要RNA序列和次要结构,成功预测了RNA编辑事件.
  • 人工智能模型展示了在不同物种的RNA编辑中识别保存和分歧模式的能力.
  • 交叉测试分析为评估RNA编辑的进化动态提供了一个强大的in silico框架.

结论:

  • 开发的AI方法为研究RNA编辑的功能性保存提供了一个强大的新工具.
  • 这项研究增强了我们对RNA编辑如何在整个进化过程中对转录组和蛋白质组复杂性作出贡献的理解.
  • 这些发现为进一步研究特定的RNA编辑机制奠定了基础,例如腺素向.