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相关概念视频

Conserved Binding Sites01:49

Conserved Binding Sites

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Many proteins’ biological role depends on their interactions with their ligands, small molecules that bind to specific locations on the protein known as ligand-binding sites. Ligand-binding sites are often conserved among homologous proteins as these sites are critical for protein function.
Binding sites are often located in large pockets, and if their location on a protein’s surface is unknown, it can be predicted using various approaches. The energetic method computationally...
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Ribosome Profiling02:24

Ribosome Profiling

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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...
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Types of RNA01:20

Types of RNA

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Three main types of RNA are involved in protein synthesis: messenger RNA (mRNA), transfer RNA (tRNA), and ribosomal RNA (rRNA). These RNAs perform diverse functions and can be broadly classified as protein-coding or non-coding RNA. Non-coding RNAs play important roles in regulating gene expression in response to developmental and environmental changes. Non-coding RNAs in prokaryotes can be manipulated to develop more effective antibacterial drugs for human or animal use.
RNA Performs Diverse...
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Cooperative Binding of Transcription Regulators02:13

Cooperative Binding of Transcription Regulators

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Transcriptional regulators bind to specific cis-regulatory sequences in the DNA to regulate gene transcription. These cis-regulatory sequences are very short, usually less than ten nucleotide pairs in length. The short length means that there is a high probability of the exact same sequence randomly occurring throughout the genome.  Since regulators can also bind to groups of similar sequences, this further increases the chances of random binding. Transcriptional regulators form...
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Protein Networks02:26

Protein Networks

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An organism can have thousands of different proteins, and these proteins must cooperate to ensure the health of an organism. Proteins bind to other proteins and form complexes to carry out their functions. Many proteins interact with multiple other proteins creating a complex network of protein interactions.
These interactions can be represented through maps depicting protein-protein interaction networks, represented as nodes and edges. Nodes are circles that are representative of a protein,...
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Nucleic Acid Structure01:25

Nucleic Acid Structure

6.2K
The pentose sugar in DNA is deoxyribose, while in RNA the pentose sugar is ribose. The difference between the sugars is the presence of the hydroxyl group on the ribose's second carbon and a hydrogen on the deoxyribose's second carbon. The phosphate residue attaches to the hydroxyl group of the 5′ carbon of one sugar and the hydroxyl group of the 3′ carbon of the sugar of the next nucleotide, which forms  a 5′ to 3′ phosphodiester linkage.
DNA Structure
DNA...
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相关实验视频

Updated: Jul 24, 2025

Sample Preparation for Mass Spectrometry-based Identification of RNA-binding Regions
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Sample Preparation for Mass Spectrometry-based Identification of RNA-binding Regions

Published on: September 28, 2017

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iDRPro-SC:根据子功能分类器识别DNA结合蛋白和RNA结合蛋白.

Ke Yan1, Jiawei Feng1, Jing Huang2,3,4

  • 1School of Computer Science and Technology, Beijing Institute of Technology, Beijing 100081, China.

Briefings in bioinformatics
|July 5, 2023
PubMed
概括
此摘要是机器生成的。

本研究介绍了iDRPro-SC,这是一种使用序列信息准确预测核酸结合蛋白类型的新方法. 该方法考虑了子功能,在疾病研究中表现优于现有方法.

关键词:
组合学习组合学习核酸结合蛋白质识别识别核酸结合蛋白质小函数分类器的分类器

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Exploring Sequence Space to Identify Binding Sites for Regulatory RNA-Binding Proteins
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Exploring Sequence Space to Identify Binding Sites for Regulatory RNA-Binding Proteins

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Novel RNA-Binding Proteins Isolation by the RaPID Methodology
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Novel RNA-Binding Proteins Isolation by the RaPID Methodology

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相关实验视频

Last Updated: Jul 24, 2025

Sample Preparation for Mass Spectrometry-based Identification of RNA-binding Regions
10:52

Sample Preparation for Mass Spectrometry-based Identification of RNA-binding Regions

Published on: September 28, 2017

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Exploring Sequence Space to Identify Binding Sites for Regulatory RNA-Binding Proteins
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Exploring Sequence Space to Identify Binding Sites for Regulatory RNA-Binding Proteins

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Novel RNA-Binding Proteins Isolation by the RaPID Methodology
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科学领域:

  • 分子生物学分子生物学
  • 基因组学就是基因组学.
  • 生物信息学是一种生物信息学.

背景情况:

  • 核酸结合蛋白调节基因表达,在人类疾病发病过程中至关重要.
  • 目前用于识别这些蛋白质的基于序列的方法忽视了关键的子功能差异.
  • 准确识别核酸结合蛋白对于推进疾病研究至关重要.

研究的目的:

  • 开发一种改进的方法,利用序列信息预测核酸结合蛋白的类型.
  • 通过考虑这些蛋白质的内部功能多样性来解决现有方法的局限性.

主要方法:

  • 提出了iDRPro-SC,这是一种利用序列信息的新型预测方法.
  • 将核酸结合蛋白的子功能差异纳入一个全面的数据集.
  • 采用组合学习技术进行蛋白质表征和预测.

主要成果:

  • 在测试数据集上,iDRPro-SC表现出卓越的预测性能.
  • 该方法的性能优于现有的核酸结合蛋白预测技术.
  • 建立了一个公开可访问的Web服务器 (http://bliulab.net/iDRPro-SC).

结论:

  • iDRPro-SC提供了一种更准确的方法,通过计算子功能变异来预测核酸结合蛋白类型.
  • 这一进步对疾病研究和理解基因调控有重大影响.
  • 开发的Web服务器促进了预测工具的更广泛的应用和可访问性.