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相关概念视频

Genomics02:02

Genomics

35.3K
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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Next-generation Sequencing03:00

Next-generation Sequencing

86.1K
The first human genome sequencing project cost $2.7 billion and was declared complete in 2003, after 15 years of international cooperation and collaboration between several research teams and funding agencies. Today, with the advent of next-generation sequencing technologies, the cost and time of sequencing a human genome have dropped over 100 fold.
Next-Generation Sequencing Methods
Although all next-generation methods use different technologies, they all share a set of standard features....
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Genome-wide Association Studies-GWAS01:11

Genome-wide Association Studies-GWAS

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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...
12.1K
Synthetic Biology02:55

Synthetic Biology

4.7K
Synthetic biology is an interdisciplinary science that involves using principles from disciplines such as engineering, molecular biology, cell biology, and systems biology. It involves remodeling existing organisms from nature or constructing completely new synthetic organisms for applications such as protein or enzyme production, bioremediation, value-added macromolecule production, and the addition of desirable traits to crops, to name a few.
Golden rice
Golden rice is a genetically modified...
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DNA Microarrays02:34

DNA Microarrays

17.0K
Microarrays are high-throughput and relatively inexpensive assays that can be automated to analyze large quantities of data at a time. They are used in genome-wide studies to compare gene or protein expression under two varied conditions, such as healthy and diseased states. Microarrays consist of glass or silica slides on which probe molecules are covalently attached through surface functionalization. Most commonly, the slides are prepared through the chemisorption of silanes to silica...
17.0K
Genome Annotation and Assembly03:36

Genome Annotation and Assembly

18.7K
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: May 10, 2025

Author Spotlight: Investigating the Role of Repetitive DNA Misregulation in Cancer Initiation and Immunotherapy Resistance
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Author Spotlight: Investigating the Role of Repetitive DNA Misregulation in Cancer Initiation and Immunotherapy Resistance

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开放:一个开源的基因组学数据平台.

Mitchell Shiell1, Rosi Bajari1, Dusan Andric1

  • 1Ontario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.

GigaScience
|April 24, 2025
PubMed
概括
此摘要是机器生成的。

Overture提供开源软件,用于构建可定制的基因组学数据平台,解决人工智能和机器学习应用程序管理大型数据集的挑战. 这种解决方案增强了数据共享和重复使用,加速了基因组研究的可复制性.

关键词:
数据管理数据管理基因组学就是基因组学.开放科学是一个开放的科学.这是一个开源的开源软件.研究软件研究软件

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A Fast and Quantitative Method for Post-translational Modification and Variant Enabled Mapping of Peptides to Genomes
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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:

  • 下一代测序产生了百兆字节规模的基因组学数据集,这带来了重大的组织和分发挑战.
  • 人工智能和机器学习在基因组学中的越来越多的使用凸显了对可查找,可访问,可互操作和可重复使用 (FAIR) 数据的需求.
  • 现有的基因组学数据档案和存储库提供了宝贵的资源,但研究的多样性需要灵活,定制的数据管理解决方案.

研究的目的:

  • 介绍Overture,一个开源软件解决方案,旨在弥合基因组学数据管理和再利用技术支持的差距.
  • 为研究人员提供工具,以构建和部署可定制的基因组学数据平台,以满足他们的特定需求.

主要方法:

  • 欧文图利用了一个模块化的微服务架构.
  • 每个微服务都有一个通用的,狭窄的责任,使得创建全面的数据管理系统.

主要成果:

  • Overture使研究人员能够组织,共享和探索任何规模的基因组学数据.
  • 该平台有助于将数据连接到人类和机器分析中,促进可重现性.
  • 它支持受控的数据共享和重复使用,促进新的科学见解.

结论:

  • Overture免费提供的开源工具加速了可靠的基因组数据管理的发展.
  • 该软件为研究界提供了一种灵活可扩展的解决方案.
  • Overture 在AGPLv3.0下获得许可,源代码和文档公开可访问.