COWID:一个高效的基于云的基因组学工作流程,用于可扩展的SARS-COV-2识别
Hendrick Gao-Min Lim1,2, Yang C Fann3, Yuan-Chii Gladys Lee1
1Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan 11031.
Briefings in bioinformatics
|September 22, 2023
概括
一个新的云工作流,COWID,有效地分析SARS-CoV-2基因组数据. 该工具提供可扩展,可靠的病毒和变种识别,成本低,即使资源有限.
科学领域:
- 基因组学就是基因组学.
- 生物信息学是一种生物信息学.
- 云计算 云计算 云计算
背景情况:
- 分析广泛的严重急性呼吸系统综合征冠状病毒2 (SARS-CoV-2) 基因组数据存在挑战,特别是有限的计算资源.
- 现有的云平台通常需要专门的配置来进行新型病原体研究.
研究的目的:
- 为SARS-CoV-2基因组分析开发一个具有成本效益和高效的基于云的工作流.
- 为病毒研究重新利用现有的癌症基因组云基础设施.
主要方法:
- 重新利用癌症基因组学云平台创建病毒和变种识别 (COWID) 的云工作流.
- 利用通用工作流程语言进行基因组数据分析的可扩展并行化.
- 专注于可靠的SARS-CoV-2识别和变种检测.
主要成果:
- COWID在不到5分钟的时间内处理了原始测序数据样本,每个样本的成本为0.01美元.
- 实现了可扩展的识别和可靠的变异发现,没有假阳性结果.
- 在速度和准确性方面超越了当代方法.
结论:
- 在大流行期间,COWID为SARS-CoV-2基因组分析提供了用户友好,时间效率高的解决方案.
- 工作流是公开和可访问的,不需要先前的编程知识.
- 重新利用云基础设施为快速应对新出现的传染病提供了可行的策略.
相关概念视频
Genomics
36.4K
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...
36.4K
Next-generation Sequencing
89.8K
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....
89.8K
Sanger Sequencing
754.7K
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...
754.7K
Genome-wide Association Studies-GWAS
13.6K
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...
13.6K
Applications of Molecular Taxonomy
37
Molecular taxonomy has revolutionized the understanding and classification of bacteria, providing precise insights into their diversity, evolutionary relationships, and ecological roles. By utilizing molecular techniques such as DNA sequencing and fingerprinting, researchers have made significant strides in various fields related to bacterial studies.Resolving Taxonomic AmbiguitiesMolecular taxonomy has been instrumental in distinguishing closely related bacterial species initially thought to...
37
Evolutionary Relationships through Genome Comparisons
5.8K
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...
5.8K


