有效的Hi-C逆转促进了染色质折叠机制的发现和结构预测
Greg Schuette1, Xinqiang Ding1, Bin Zhang1
1Department of Chemistry, Massachusetts Institute of Technology, Cambridge, Massachusetts.
Biophysical journal
|July 27, 2023
概括
本研究引入了一种高效的算法,将染色体构造捕获 (Hi-C) 数据转换为接触能量. 这种方法揭示了关于基因组组织和染色质结构的独特生物信息.
科学领域:
- 基因组学就是基因组学.
- 计算生物学 计算生物学
- 结构生物学 结构生物学
背景情况:
- 全基因组染色体构造捕获 (Hi-C) 实验提供了对各种尺度上的染色质结构的见解.
- 了解基因组组织需要将结构特征与底层机制和3D重建联系起来.
- 目前用于分析Hi-C数据的算法通常是计算密集型的,限制了更广泛的应用.
研究的目的:
- 开发一种高效的算法,用于将Hi-C数据转换为接触能量.
- 通过克服现有方法的局限性,从Hi-C数据中提取生物独特的信息.
- 为了促进基因组组织和染色质结构的分析.
主要方法:
- 开发了一种新的算法,以高效地将Hi-C接触概率转换为接触能量.
- 接触能量被定义为基因组位置之间的相互作用强度的局部指标.
- 该算法解决了与传统的Hi-C数据分析相关的计算成本.
主要成果:
- 接触能量有效地识别了染色体循环.
- 这项分析支持基因组细分的相分离模型.
- 接触能量参数化聚合物模拟用于预测3D染色体结构.
结论:
- 开发的反转算法有效地从Hi-C数据中提取生物独特的接触能量.
- 接触能量分析为了解基因组组织和染色质结构提供了一种强有力的方法.
- 预计这种方法将增加Hi-C数据分析的采用和实用性.
相关概念视频
Chromatin Immunoprecipitation- ChIP
11.2K
Chromatin immunoprecipitation, or ChIP, is an antibody-based technique used to identify sites on DNA that bind to transcription factors of interest or histone proteins. It also helps determine the type of histone modifications such as acetylation, phosphorylation, or methylation.
Types of ChIP
ChIP can be divided into two types - X-ChIP and N-ChIP. X-ChIP involves in vivo cross-linking of histones and regulatory proteins to DNA, fragmenting the DNA by sonication, and isolating the protein-DNA...
Types of ChIP
ChIP can be divided into two types - X-ChIP and N-ChIP. X-ChIP involves in vivo cross-linking of histones and regulatory proteins to DNA, fragmenting the DNA by sonication, and isolating the protein-DNA...
11.2K
Heterochromatin
14.0K
The extent of chromatin compaction can be studied by staining chromatin using specific DNA binding dyes. Under the microscope, the dense-compacted regions that take up more dye are called heterochromatin. Heterochromatin is further classified into two forms – constitutive heterochromatin and facultative heterochromatin.
Constitutive heterochromatin: It is a highly compact region of chromatin that is mostly concentrated in the centromere and telomere. Unlike euchromatin, the amino acid at...
Constitutive heterochromatin: It is a highly compact region of chromatin that is mostly concentrated in the centromere and telomere. Unlike euchromatin, the amino acid at...
14.0K
Nucleosome Remodeling
9.2K
Nucleosomes are the basic units of chromatin compaction. Each nucleosome consists of the DNA bound tightly around a histone core, which makes the DNA inaccessible to DNA binding proteins such as DNA polymerase and RNA polymerase. Hence, the fundamental problem is to ensure access to DNA when appropriate, despite the compact and protective chromatin structure.
Nucleosome remodeling complex
Eukaryotic cells have specialized enzymes called ATP-dependent nucleosome remodeling enzymes. These enzymes...
Nucleosome remodeling complex
Eukaryotic cells have specialized enzymes called ATP-dependent nucleosome remodeling enzymes. These enzymes...
9.2K
Chromatin Packaging
15.5K
Each human somatic cell contains 6 billion base-pairs of DNA. Each base-pair is 0.34 nm long, which means that each diploid cell contains a staggering 2 meters of DNA. How is such a long DNA strand packed inside a nucleus measuring only 10 - 20 microns in diameter?
The chromatin
In combination with specialized DNA binding protein called Histones, the DNA double helix forms a compact DNA: protein complex called chromatin. The chromatin itself is further compacted into higher-order...
The chromatin
In combination with specialized DNA binding protein called Histones, the DNA double helix forms a compact DNA: protein complex called chromatin. The chromatin itself is further compacted into higher-order...
15.5K
Histone Modification
13.4K
The histone proteins have a flexible N-terminal tail extending out from the nucleosome. These histone tails are often subjected to post-translational modifications such as acetylation, methylation, phosphorylation, and ubiquitination. Particular combinations of these modifications form “histone codes” that influence the chromatin folding and tissue-specific gene expression.
Acetylation
The enzyme histone acetyltransferase adds acetyl group to the histones. Another enzyme, histone...
Acetylation
The enzyme histone acetyltransferase adds acetyl group to the histones. Another enzyme, histone...
13.4K
Euchromatin
7.0K
The extent of chromatin compaction can be studied by staining chromatin using specific DNA binding dyes. Under the microscope, the dense-compacted regions take up more dye, appearing darker, while the less-compact areas take up less dye and appear lighter. Based on the compaction level, chromatins are classified into two primary forms – euchromatin and heterochromatin.
Euchromatin is the less dense region of the chromatin and stains lighter. Euchromatin contains histone H3 extensively...
Euchromatin is the less dense region of the chromatin and stains lighter. Euchromatin contains histone H3 extensively...
7.0K


