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相关概念视频

Viruses with RNA Genomes01:29

Viruses with RNA Genomes

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RNA viruses are categorized into positive-strand, negative-strand, or double-stranded groups based on their genomic structure and replication mechanisms. This classification dictates how they exploit host cellular machinery for protein synthesis and replication. Some RNA viruses also utilize reverse transcription as part of their life cycle, further diversifying their replication strategies.Positive-Strand RNA VirusesPositive-strand RNA viruses have genomes that function directly as messenger...
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RNA Interference01:23

RNA Interference

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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...
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Experimental RNAi02:15

Experimental RNAi

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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...
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Leaky Scanning02:28

Leaky Scanning

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During most eukaryotic translation processes, the small 40S ribosome subunit scans an mRNA from its 5' end until it encounters the first start AUG codon. The large 60S ribosomal subunit then joins the smaller one to initiate protein synthesis. The location of the translation initiation is largely determined by the nucleotides near the start codon as there may be multiple translation initiation sites present on the mRNA.  Marilyn Kozak discovered that the sequence RCCAUGG (where R...
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siRNA - Small Interfering RNAs02:30

siRNA - Small Interfering RNAs

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Small interfering RNAs, or siRNAs, are short regulatory RNA molecules that can silence genes post-transcriptionally, as well as the transcriptional level in some cases. siRNAs are important for protecting cells against viral infections and silencing transposable genetic elements.
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RNA Editing02:23

RNA Editing

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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...
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相关实验视频

Updated: Jun 10, 2025

High-throughput Screening for Broad-spectrum Chemical Inhibitors of RNA Viruses
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High-throughput Screening for Broad-spectrum Chemical Inhibitors of RNA Viruses

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使用人工智能记录隐藏的RNA病毒层

Xin Hou1, Yong He2, Pan Fang2

  • 1National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, State Key Laboratory for Biocontrol, School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen, China.

Cell
|October 10, 2024
PubMed
概括
此摘要是机器生成的。

一个新的深度学习工具 LucaProt 通过分析依赖RNA的RNA聚合酶序列来识别高度分离的RNA病毒. 这一发现扩大了我们对全球病毒圈和整个生态系统的病毒多样性的理解.

关键词:
一个RNA病毒人工智能深度学习一个进化转录组学蛋白质语言模型病毒组发现病毒

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相关实验视频

Last Updated: Jun 10, 2025

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High-throughput Screening for Broad-spectrum Chemical Inhibitors of RNA Viruses

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科学领域:

  • 病毒学
  • 生物信息学
  • 基因组学

背景情况:

  • 大基因组工具往往无法检测出高度分歧的RNA病毒.
  • 依赖RNA的RNA聚合酶 (RdRP) 是RNA病毒复制的一个关键酶.

研究的目的:

  • 开发一种用于发现高度分离的RNA病毒序列的新计算工具.
  • 在各种全球生态系统中描述新型RNA病毒的多样性和分布.

主要方法:

  • 开发 LucaProt,一个集序和结构信息的深度学习算法.
  • 分析来自全球不同环境的10487个转录组.
  • 使用RT-PCR和RNA/DNA测序验证新型病毒序列.

主要成果:

  • 确定了161,979种潜在的RNA病毒和180个RNA病毒超群.
  • 发现异常长的RNA病毒基因组 (多达47,250个核酸) 和复杂的基因组结构.
  • 在空气,温泉和热水口等多种环境中检测新型RNA病毒.

结论:

  • LucaProt显著提高了分离的RNA病毒的发现.
  • 这项研究揭示了全球RNA病毒圈的巨大规模及其生态分布.
  • 计算工具对于全球RNA病毒的全面记录至关重要.