荷尔斯坦牛的大型结构变体集合和相关数据库用于变体发现,表征和应用
Jason R Grant1, Emily K Herman1, Lael D Barlow1
1Agricultural, Food & Nutritional Science, University of Alberta, Edmonton, AB, T6G 2P5, Canada.
BMC genomics
|September 30, 2024
概括
这项研究确定了霍尔斯坦牛的数千种结构变异 (SV),为了解它们在特征中的作用创造了宝贵的资源. 这些发现突出了在SV基因型化方面的挑战,并强调需要先进的方法来将这些变异与牛表型联系起来.
科学领域:
- 基因组学就是基因组学.
- 动物遗传学动物遗传学
- 生物信息学是一种生物信息学.
背景情况:
- 结构变异 (SV),如删除和重复,有助于表型变异,但很难识别和基因型.
- 一个全面的SVs集合对于研究它们在牛中的功能和改善动物评估至关重要.
研究的目的:
- 在荷尔斯坦牛中生成一个庞大的,具有良好特征的结构变异 (SVs) 集合.
- 为 SV 创建一个可访问的数据库,以促进对其功能角色和表型影响的研究.
主要方法:
- 来自310只荷尔斯坦牛样本的全基因组测序 (WGS) 数据使用Manta和Smoove SV呼叫器进行了分析.
- 用基因型数据来评估SV准确性和与SNP基因型的关系.
- 通过使用牛SNP芯片数据,在SVs中确定了重叠和标记单核酸多态 (SNP).
主要成果:
- 数以千计的SVs被确定,覆盖了牛基因组的很大一部分.
- 曼塔SV基因型准确地回顾了动物关系,表现优于Smoove.
- 开发了一个定制的交互式数据库,包含注释的SVs用于优先级和研究.
结论:
- 开发的资源有助于探索序列变异和研究荷尔斯坦牛中的SV.
- 大多数SV缺乏重叠或标记SNP,需要替代的基因型化方法来确定表型关联.
- 短读数据的 SV 描述中的挑战凸显了长读序列的必要性.
相关概念视频
Comparing Copy Number Variations and SNPs
17.6K
Sequencing of the human genome has opened up several best-kept secrets of the genome. Scientists have identified thousands of genome variations that exist within a population. These variations can be a single nucleotide or a larger chromosomal variation.
Copy number variations or CNVs are the structural variations that cover more than 1kb of DNA sequence. The single nucleotide polymorphism (SNP), on the other hand, is a single nucleotide change or a point mutation that is found in more than 1%...
Copy number variations or CNVs are the structural variations that cover more than 1kb of DNA sequence. The single nucleotide polymorphism (SNP), on the other hand, is a single nucleotide change or a point mutation that is found in more than 1%...
17.6K
Single Nucleotide Polymorphisms-SNPs
14.8K
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,...
14.8K
Incomplete Dominance
22.0K
Gregor Mendel's work (1822 - 1884) was primarily focused on pea plants. Through his initial experiments, he determined that every gene in a diploid cell has two variants called alleles inherited from each parent. He suggested that amongst these two alleles, one allele is dominant in character and the other recessive. The combination of alleles determines the phenotype of a gene in an organism.
22.0K
Genome-wide Association Studies-GWAS
13.2K
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...
13.2K
Evolutionary Relationships through Genome Comparisons
5.7K
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...
5.7K
Multi-species Conserved Sequences
3.9K
Next-generation sequencing technologies have created large genomic databases of a variety of animals and plants. Ever since the human genome project was completed, scientists studied the genome of primates, mammals, and other phylogenetically distant living beings. Such large-scale studies have provided new insights into the evolutionary relationship between organisms.
Although the genome of each species varies greatly from each other, a few sequences are highly conserved. Such conserved...
Although the genome of each species varies greatly from each other, a few sequences are highly conserved. Such conserved...
3.9K


