使用基因组数据在当地规模上追踪SARS-CoV-2集群.
Leke Lyu1,2,3,4, Mandev Gill1,2,5, Guppy Stott1,2,3,4
1Institute of Bioinformatics, University of Georgia, Athens, GA 30602.
概括
了解本地病毒传播是预防的关键. 这项研究追踪了休斯顿1000多例SARS-CoV-2引入,揭示了国内来源和年龄结构传播动态,有助于公共卫生规划.
科学领域:
- 流行病学 流行病学
- 基因组监测是指基因组的监测.
- 公共卫生 公共卫生
背景情况:
- 有效的预防策略需要对本地传播动态的定量理解.
- 基因组数据分析对于跟踪病毒传播和识别传播集群至关重要.
研究的目的:
- 开发一种计算工作流程,用于识别病毒引入和追踪本地集群.
- 分析大休斯顿地区的SARS-CoV-2引入和分散模式.
- 了解年龄结构的传播动态和地理分布.
主要方法:
- 分析了超过26,000个SARS-CoV-2基因组和元数据 (2021年1月至10月).
- 用于识别病毒引入和追踪本地集群的计算工作流.
- 流行病传播的时空空间重建.
主要成果:
- 在大休斯顿地区确定了超过1000个独立的SARS-CoV-2引入事件.
- 国内来源是大多数引入;国际引入较早,导致更大的集群.
- 揭示了年龄结构传播,并确定哈里斯县是周边地区的主要来源.
结论:
- 高分辨率的时空重建提供了对本地传播的洞察力.
- 这些发现支持针对疫情的区域应对战略.
- 为流行病控制提供公共卫生计划的信息.
相关概念视频
Evolutionary Relationships through Genome Comparisons
6.1K
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...
6.1K
Modern Molecular Taxonomy
136
Advancements in molecular biology have revolutionized the identification and characterization of bacteria, with multiple methods leveraging DNA sequencing for enhanced precision. As sequencing technologies improve and costs decline, these approaches are increasingly used in clinical, environmental, and evolutionary studies.Multilocus Sequence Typing (MLST) examines several housekeeping genes, essential chromosomal genes encoding cellular functions, to distinguish strains. Approximately...
136
Single Nucleotide Polymorphisms-SNPs
15.8K
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,...
15.8K
Genomics
37.4K
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...
37.4K
Genome-wide Association Studies-GWAS
14.1K
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...
14.1K
DNA Microarrays
18.4K
Microarrays are high-throughput and relatively inexpensive assays that can be automated to analyze large quantities of data at a time. They are used in genome-wide studies to compare gene or protein expression under two varied conditions, such as healthy and diseased states. Microarrays consist of glass or silica slides on which probe molecules are covalently attached through surface functionalization. Most commonly, the slides are prepared through the chemisorption of silanes to silica...
18.4K


