相关实验视频
Updated: Jan 14, 2026

09:45
Detection of Copy Number Alterations Using Single Cell Sequencing
Published on: February 17, 2017
12.1K
使用泛基因组的基因型序列解析拷贝数变异揭示了重复基因的相对特异性全球多样性和表达差异
Walfred Ma1, Mark J P Chaisson2,3
1Quantitative and Computational Biology, University of Southern California, Los Angeles, CA, USA.
Nature genetics
|October 17, 2025
概括
一种新的方法,ctyper,使用 pangenomes 分析副本数变异 (CNVs) 和具有挑战性的医学相关 (CMR) 基因. 它准确地对基因组进行基因型定型,改善基因表达预测,并揭示与疾病相关的遗传见解.
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.
- 人口遗传学 人口遗传学
背景情况:
- 复制数变量 (CNV) 基因对于进化和疾病至关重要.
- 在大型遗传研究中,CNV基因的序列变异往往被忽视.
- 这些地区的精确基因型鉴定对于理解遗传多样性和疾病至关重要.
研究的目的:
- 引入ctyper,一种用于等位基因特定拷贝数和分阶段变异基因型定型的新方法.
- 利用泛基因组来改进CNV的分析和挑战医学相关 (CMR) 基因.
- 为了使这些重要的遗传区域能够进行生物库规模的基因定型.
主要方法:
- 开发了ctyper,一种利用泛基因组进行基因定型的方法.
- 应用ctyper分析了3,351个CNV基因和212个CMR基因.
- 与准确性和速度的现有方法对比,对比了ctyper的性能.
主要成果:
- ctyper实现了高精度 (CNV基因≥99.1%,CMR基因94.8%) 并捕获了96.5%的阶段变异.
- 在单个CPU上,基因组的基因组化只需要1.5小时.
- 与已知的表达定量特征位 (eQTL) 变体相比,ctyper 基因型的基因表达预测提高了 4.81 倍.
- 鉴定了对等基因和组织特异性偏差的基因特异性表达,包括与脊髓肌肉缩和AMY2B重复的潜在联系.
结论:
- ctyper提供了一种有效和准确的解决方案,用于大规模的CNV和CMR基因的基因定型.
- 该方法增强了对基因变异在基因表达和疾病中的作用的理解.
- 能够在生物库中进行大规模的基因分析,促进进化和医学方面的发现.
相关概念视频
Gene Duplication and Divergence
7.8K
The seminal work of Ohno in 1970 popularized the idea of gene duplication and divergence. DNA sequence comparison studies reveal that a large portion of the genes in bacteria, archaebacteria, and eukaryotes was generated by gene duplication and divergence, indicating its critical role in evolution.
The duplicated copies of the gene are called Paralogs. Paralogs with similar sequences and functions form a gene family. Across several species, a large number of gene families are...
The duplicated copies of the gene are called Paralogs. Paralogs with similar sequences and functions form a gene family. Across several species, a large number of gene families are...
7.8K
Comparing Copy Number Variations and SNPs
18.6K
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%...
18.6K
Gene Families
9.8K
Gene families consist of groups of genes proposed to have originated from a common ancestor. Typically these arise through events in which a gene or genes are mistakenly duplicated during cell division. Unlike their parent genes (which are subject to selection pressure to maintain function), these gene copies do not need to preserve their sequences and may evolve at a relatively faster rate.
Occasionally these regions can be adapted to take on new roles within the organism, becoming novel genes...
Occasionally these regions can be adapted to take on new roles within the organism, becoming novel genes...
9.8K
Single Nucleotide Polymorphisms-SNPs
17.9K
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,...
17.9K
Genome Copying Errors
5.0K
DNA replication is a well-evolved process that copies millions of base pairs with high fidelity during each cell division. Occasionally a wrong base or a long stretch of wrong bases may get added to the daughter strands. If the errors are left unchecked, cells might accumulate several mutations that might endanger their survival. Therefore, the copying errors are checked and repaired at three levels.
5.0K
Genome Size and the Evolution of New Genes
9.0K
While every living organism has a genome of some kind (be it RNA, or DNA), there is considerable variation in the sizes of these blueprints. One major factor that impacts genome size is whether the organism is prokaryotic or eukaryotic. In prokaryotes, the genome contains little to no non-coding sequence, such that genes are tightly clustered in groups or operons sequentially along the chromosome. Conversely, the genes in eukaryotes are punctuated by long stretches of non-coding sequence.
9.0K

