使用聚合WGS进行SARS-CoV-2变种的基因组监测
Inho Park1,2, Yoonjung Kim3, Min Hyuk Choi3
1Center for Precision Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.
Scientific reports
|April 22, 2025
概括
这项研究引入了一种具有成本效益的基因组监测策略,使用聚合全基因组测序 (WGS) 准确追踪SARS-CoV-2变种,如Delta和Omicron,帮助公共卫生响应.
科学领域:
- 基因组学就是基因组学.
- 流行病学 流行病学
- 生物信息学是一种生物信息学.
背景情况:
- 监测SARS-CoV-2变种对于公共卫生至关重要.
- 现有的基因组监测方法可能是资源密集的.
研究的目的:
- 开发和验证使用整体基因组测序 (WGS) 的基因监测策略.
- 评估在聚合样本中检测和量化SARS-CoV-2变异的准确性.
- 为流行病监测提供一个可扩展和经济的工具.
主要方法:
- 开发一个生物信息学管道,用于分析聚合的WGS数据.
- 使用模拟数据集,参考材料和临床样本进行验证.
- 在WHO和PANGO血统层面评估变种检测准确度.
主要成果:
- 高灵敏度 (99.1%) 和PPV (99.9%) 对于WHO变种检测.
- 很好的准确性 (82.8%的灵敏度,77.4%的PPV) 用于PANGO谱系检测.
- 临床样本分析与Delta和Omicron出现期间的国家流行病学趋势保持一致.
结论:
- 汇集的WGS战略是SARS-CoV-2变种监测的可扩展和经济的方法.
- 这种方法提供了准确的变种检测和丰度估计.
- 它为公共卫生当局提供了一种有价值的工具,可以跟踪流行病的动态,并为应对提供信息.
相关概念视频
Single Nucleotide Polymorphisms-SNPs
13.6K
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,...
13.6K
Genomics
35.3K
Genomics is the science of genomes: it is the study of all the genetic material of an organism. In humans, the genome consists of information carried in 23 pairs of chromosomes in the nucleus, as well as mitochondrial DNA. In genomics, both coding and non-coding DNA is sequenced and analyzed. Genomics allows a better understanding of all living things, their evolution, and their diversity. It has a myriad of uses: for example, to build phylogenetic trees, to improve productivity and...
35.3K
Genome-wide Association Studies-GWAS
12.1K
Genome-wide association studies or GWAS are used to identify whether common SNPs are associated with certain diseases. Suppose specific SNPs are more frequently observed in individuals with a particular disease than those without the disease. In that case, those SNPs are said to be associated with the disease. Chi-square analysis is performed to check the probability of the allele likely to be associated with the disease.
GWAS does not require the identification of the target gene involved in...
GWAS does not require the identification of the target gene involved in...
12.1K
Evolutionary Relationships through Genome Comparisons
5.6K
Genome comparison is one of the excellent ways to interpret the evolutionary relationships between organisms. The basic principle of genome comparison is that if two species share a common feature, it is likely encoded by the DNA sequence conserved between both species. The advent of genome sequencing technologies in the late 20th century enabled scientists to understand the concept of conservation of domains between species and helped them to deduce evolutionary relationships across diverse...
5.6K
Sanger Sequencing
751.2K
DNA sequencing is a fundamental technique that is routinely used in the biological sciences. This method can be applied to a range of questions at different scales - from the sequencing of a cloned DNA fragment or the study of a mutation in a gene up to whole-genome sequencing. However, despite the widespread use of sequencing today, it was not until 1977 that Fredrick Sanger and his collaborators developed the chain-termination method to decode DNA sequences. It relies on the separation of a...
751.2K
Next-generation Sequencing
86.1K
The first human genome sequencing project cost $2.7 billion and was declared complete in 2003, after 15 years of international cooperation and collaboration between several research teams and funding agencies. Today, with the advent of next-generation sequencing technologies, the cost and time of sequencing a human genome have dropped over 100 fold.
Next-Generation Sequencing Methods
Although all next-generation methods use different technologies, they all share a set of standard features....
Next-Generation Sequencing Methods
Although all next-generation methods use different technologies, they all share a set of standard features....
86.1K


