跨人体组织的转录组签名识别功能罕见的遗传变异
Nicole M Ferraro1, Benjamin J Strober2, Jonah Einson3,4
1Biomedical Informatics Training Program, Stanford University, Stanford, CA, USA.
概括
通过分析基因表达,科学家们开发了Watershed新模型来识别罕见基因变异 (RVs) 的功能. 这种方法将成千上万的RV与分子效应和人类特征联系起来.
科学领域:
- 基因组学
- 转录组学
- 人类遗传学
背景情况:
- 罕见的遗传变异 (RVs) 广泛存在,但很难从功能上进行表征.
- 基因表达分析已经确定了一些功能性RV,但需要一个全面的方法.
研究的目的:
- 扩大对基因驱动的转录组异常的检测.
- 开发一个整合多个信号的模型来预测变量函数.
- 评估RV对分子效应和人类特征的影响.
主要方法:
- 从多组织RNA测序数据分析基因表达,等位基因特异表达和替代拼接.
- 开发了一个概率模型,将基因组和转录组信号整合起来.
- 在大型生物库中使用额外的队列和实验分析验证了预测.
主要成果:
- 通过独特的转录信号来识别独特的RV类.
- 流域成功预测了变体功能, 将数千个RV与多种分子效应联系起来.
- 影响转录组的RV与人类特征之间有明显的联系.
结论:
- 综合基因组和转录组分析为理解罕见变异功能提供了强大的框架.
- 流域模型增强了基因驱动的分子和表型变化的识别.
- 这项工作将大量罕见变种与生物效应和人类健康联系起来.
更多相关视频
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
13.3K
07:28Identification of Functionally-Relevant Lentivirus Integration Sites in an Insertional Mutagenesis Cell Library
Published on: January 10, 2025
590
相关概念视频
General Transcription Factors
6.4K
Tissue-specific transcription factors contribute to diverse cellular functions in mammals. For example, the gene for beta globin, a major component of hemoglobin, is present in all cells of the body. However, it is only expressed in red blood cells because the transcription factors that can bind to the promoter sequences of the beta globin gene are only expressed in these cells. Tissue-specific transcription factors also ensure that mutations in these factors may impair only the function of...
6.4K
Comparing Copy Number Variations and SNPs
18.4K
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%...
18.4K
Ribosome Profiling
4.0K
Ribosome profiling or ribo-sequencing is a deep sequencing technique that produces a snapshot of active translation in a cell. It selectively sequences the mRNAs protected by ribosomes to get an insight into a cell’s translation landscape at any given point in time.
Applications of ribosome profiling
Ribosome profiling has many applications, including in vivo monitoring of translation inside a particular organ or tissue type and quantifying new protein synthesis levels.
The technique...
Applications of ribosome profiling
Ribosome profiling has many applications, including in vivo monitoring of translation inside a particular organ or tissue type and quantifying new protein synthesis levels.
The technique...
4.0K
Multi-species Conserved Sequences
4.5K
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...
4.5K
Alternative RNA Splicing
24.2K
Alternative RNA splicing is the regulated splicing of exons and introns to produce different mature mRNAs from a single pre-mRNA. Unlike in constitutive splicing where a single gene produces a single type of mRNA, alternative splicing allows an organism to produce multiple proteins from a single gene and plays an important role in protein diversity.
There are five types of alternative RNA splicing that vary in the ways the pre-mRNA segments are removed or retained in the mature mRNA. The first...
There are five types of alternative RNA splicing that vary in the ways the pre-mRNA segments are removed or retained in the mature mRNA. The first...
24.2K
Transcription Factors
81.7K
Tissue-specific transcription factors contribute to diverse cellular functions in mammals. For example, the gene for beta globin, a major component of hemoglobin, is present in all cells of the body. However, it is only expressed in red blood cells because the transcription factors that can bind to the promoter sequences of the beta globin gene are only expressed in these cells. Tissue-specific transcription factors also ensure that mutations in these factors may impair only the function of...
81.7K
