在SARS-CoV-2演变中的动机
Christopher Barrett1,2, Andrei C Bura1, Qijun He1
1Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, Virginia 22904, USA.
概括
这项研究引入了一种新的基因组监测框架,用于使用共同进化的地点预测病毒系主导地位. 该系统对导致病毒基因组关系发生重大变化的血统发出警报,有助于应对流行病.
科学领域:
- 基因组学就是基因组学.
- 病毒学 病毒学
- 计算生物学 计算生物学
背景情况:
- 预测病毒系主导地位对于有效的公共卫生干预至关重要.
- 现有的方法通常依赖于广泛的生物分析.
- 基因组监测需要强大的工具来识别新出现的威胁.
研究的目的:
- 开发和验证一种新的基因组监测框架,用于预测病毒系主导地位.
- 使用真实世界SARS-CoV-2数据评估框架的性能.
- 识别关键的基因组特征,表明一个血统的潜力主导.
主要方法:
- 利用基因组序列数据来识别共同演变的部位 (动机) 和它们的关系结构.
- 开发一个基于这种关系结构的血统诱导变化的警报系统.
- 对COVID-19流行病数据进行回顾性分析 (GISAID,2020年10月-2022年9月).
主要成果:
- 该框架完全基于基因组数据准确预测了血统主导地位.
- 该系统在检测显著的基因组变化方面表现出及时性和稳定性.
- 分析确定了在研究期间构成更大的威胁的特定血统.
结论:
- 拟议的基因组监测框架提供了一种强大,数据驱动的方法来预测病毒演变.
- 这种方法增强了对新出现的病毒威胁的早期预警能力.
- 这些发现支持将共同进化分析纳入常规基因组监测策略.
相关概念视频
Viral Mutations
32.4K
A mutation is a change in the sequence of bases of DNA or RNA in a genome. Some mutations occur during replication of the genome due to errors made by the polymerase enzymes that replicate DNA or RNA. Unlike DNA polymerase, RNA polymerase is prone to errors because it is not capable of “proofreading” its work. Viruses with RNA-based genomes, like HIV, therefore accrue mutations faster than viruses with DNA-based genomes. Because mutation and recombination provide the raw material...
32.4K
Single Nucleotide Polymorphisms-SNPs
15.2K
A single nucleotide polymorphism or SNP is a single nucleotide variation at a specific genomic position in a large population. It is the most prevalent type of sequence variation found in the human genome. Point mutations that occur in more than 1% of the population qualify as SNPs. These are present once every 1000 nucleotides on an average in the human genome. Replacement of a purine with another purine (A/G) or a pyrimidine with another pyrimidine (C/T) is known as a transition. In contrast,...
15.2K
Eukaryotic Evolution
34.8K
The endosymbiont theory is the most widely accepted theory of eukaryotic evolution; however, its progression is still somewhat debated. According to the nucleus-first hypothesis, the ancestral prokaryote first evolved a membrane to enclose DNA and form the nucleus. Conversely, the mitochondria-first hypothesis suggests that the nucleus was formed after endosymbiosis of mitochondria.
Contrary to the endosymbiont theory, the eukaryote-first hypothesis proposes that the simpler prokaryotic and...
Contrary to the endosymbiont theory, the eukaryote-first hypothesis proposes that the simpler prokaryotic and...
34.8K
Gene Evolution - Fast or Slow?
7.1K
The genomes of eukaryotes are punctuated by long stretches of sequence which do not code for proteins or RNAs. Although some of these regions do contain crucial regulatory sequences, the vast majority of this DNA serves no known function. Typically, these regions of the genome are the ones in which the fastest change, in evolutionary terms, is observed, because there is typically little to no selection pressure acting on these regions to preserve their sequences.
In contrast, regions which code...
In contrast, regions which code...
7.1K
Rous Sarcoma Virus (RSV) and Cancer
5.1K
Rous Sarcoma virus or RSV was discovered by F. Peyton Rous in the year 1911 as a filterable transmissible agent that could cause tumors in chickens. He won a Nobel Prize for this discovery in 1966. His experiments clearly demonstrated that some cancers could be caused by infectious agents and led to the discovery of many more cancer-causing viruses in animals as well as humans.
RSV is a retrovirus that contains two copies of a plus-strand RNA genome. Its genome consists of four main open...
RSV is a retrovirus that contains two copies of a plus-strand RNA genome. Its genome consists of four main open...
5.1K
Gene Duplication and Divergence
6.1K
The seminal work of Ohno in 1970 popularized the idea of gene duplication and divergence. DNA sequence comparison studies reveal that a large portion of the genes in bacteria, archaebacteria, and eukaryotes was generated by gene duplication and divergence, indicating its critical role in evolution.
The duplicated copies of the gene are called Paralogs. Paralogs with similar sequences and functions form a gene family. Across several species, a large number of gene families are...
The duplicated copies of the gene are called Paralogs. Paralogs with similar sequences and functions form a gene family. Across several species, a large number of gene families are...
6.1K


