在50309只霍尔斯坦公牛中使用归算序列来优先考虑候选基因的全基因组关联研究和精细映射
Junjian Wang1, Yahui Gao2, Sajjad Toghiani3
1Department of Animal Science, North Carolina State University, Raleigh, NC 27695.
Journal of dairy science
|September 5, 2025
概括
这项研究发现了126种新的基因变异,影响了霍尔斯坦牛的经济重要特征. 这些发现提高了对乳牛遗传学的理解,并增强了育种计划的基因组选择策略.
科学领域:
- 动物遗传学
- 定量遗传学
- 基因组选择
背景情况:
- 鉴定因果基因变异对于乳牛繁殖计划至关重要.
- 基因组数据的进步使得基因关联的检测更加精确.
- 了解复杂特征的遗传结构有助于特征优化.
研究的目的:
- 在霍尔斯坦公牛中进行全面的全基因组关联研究 (GWAS).
- 识别与经济重要乳牛特征相关的新型遗传变异.
- 使用贝叶斯精细映射来优先考虑候选基因,以改进繁殖策略.
主要方法:
- 使用30种复杂特征的表型.
- 从50,309只霍尔斯坦公牛中分析了11,292,243个受质量控制的归因序列变异.
- 采用专门的SLEMM-GWA方法,考虑育种价值可靠性和大数据集.
主要成果:
- 确定了381个显著的关联峰值,其中126个是新发现.
- 使用贝叶斯精细映射优先考虑候选基因,包括AOPEP,GC和E2F6.
- 为已知的基因提供统计支持,并确定了乳制品特征的新可信候选者.
结论:
- 这项研究显著提高了对复杂乳制品特征的遗传基础的理解.
- 鉴定出新的遗传变异为完善基因组选择提供了机会.
- 这些发现为优化霍尔斯坦牛的繁殖计划提供了宝贵的见解.
更多相关视频
05:53Candidate Gene Testing in Clinical Cohort Studies with Multiplexed Genotyping and Mass Spectrometry
Published on: June 21, 2018
10.2K
11:35Screening for Functional Non-coding Genetic Variants Using Electrophoretic Mobility Shift Assay EMSA and DNA-affinity Precipitation Assay DAPA
Published on: August 21, 2016
13.1K
相关概念视频
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
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
Incomplete Dominance
25.4K
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.
25.4K
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
Polygenic Traits
66.5K
When more than one gene is responsible for a given phenotype, the trait is considered polygenic. Human height is a polygenic trait. Studies have uncovered hundreds of loci that influence height, and there are believed to be many more. Due to the high number of genes involved, as well as environmental and nutritional factors, height varies significantly within a given population. The distribution of height forms a bell-shaped curve, with relatively few individuals in the population at the...
66.5K
Heritability
301
Heritability is a statistical concept that measures the degree to which genetic differences among individuals contribute to trait variations within a population. It is a fundamental idea in genetics, often prone to misinterpretation. Heritability is expressed as a percentage, reflecting the proportion of variation in a specific trait across a population that can be linked to genetic differences. However, it's important to understand that heritability does not determine how "genetic"...
301
