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相关概念视频

Genomics02:02

Genomics

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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...
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Genome-wide Association Studies-GWAS01:11

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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...
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Evolutionary Relationships through Genome Comparisons02:54

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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...
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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%...
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Genetic Screens02:46

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Genetic screens are tools used to identify genes and mutations responsible for phenotypes of interest. Genetic screens help identify individuals or a group of people at risk of developing  genetic diseases and help them with early intervention, targeted therapy, and reproductive options.
Forward genetic screens
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The genome refers to all of the genetic material in an organism. It can range from a few million base pairs in microbial cells to several billion base pairs in many eukaryotic organisms. Genome assembly refers to the process of taking the DNA sequencing data and putting it all back together in a correct order to create a close representation of the original genome. This is followed by the identification of functional elements on the newly assembled genome, a process called genome annotation.
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相关实验视频

Updated: Jun 5, 2025

A Fast and Quantitative Method for Post-translational Modification and Variant Enabled Mapping of Peptides to Genomes
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Tokenvizz:以GraphRAG为灵感的代币化工具,用于基因组数据发现和可视化.

Çerağ Oğuztüzün1, Zhenxiang Gao1, Rong Xu1

  • 1Case Western Reserve University, Cleveland, Ohio, USA.

bioRxiv : the preprint server for biology
|December 16, 2024
PubMed
概括
此摘要是机器生成的。

Tokenvizz使用基于图形的建模可视化基因组数据,增强生物医学研究中复杂的DNA关系和功能相互作用的发现.

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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.
  • 计算生物学 计算生物学

背景情况:

  • 解释复杂的基因组关系和预测功能相互作用是生物医学研究的一个主要挑战.
  • 现有的方法经常与基因组数据的非线性性质作斗争.

研究的目的:

  • 介绍Tokenvizz,这是一个用于基因组分析的新工具,可以改善数据发现和可视化.
  • 为了证明基于图形的建模对理解基因组序列的有用性.

主要方法:

  • Tokenvizz以图形形式表示基因组序列,使用k-mers作为节点和注意力得分作为边缘权重.
  • 它采用GraphRAG启发的代币化方法.
  • 基于Web的界面允许对基因组关系进行交互式探索.

主要成果:

  • 托肯维兹 (Tokenvizz) 能够对DNA序列中的复杂,非线性关系进行视觉解释.
  • 该工具有助于提取对监管模式和功能元素的生物学上有意义的见解.
  • 应用于促进者增强器相互作用预测,Tokenvizz的表现优于传统的顺序模型.

结论:

  • 基于图形的表示为基因组学中的生物发现提供了优势.
  • Tokenvizz为探索基因组数据提供了一种可解释和有效的方法.
  • 该工具具有通过增强基因组分析和预测来推动生物医学研究的巨大潜力.