揭示核动力学:使用全原子和粗粒度模拟增强主成分分析的比较研究
Abhik Ghosh Moulick1, Rutika Patel1,2,3,3, Augustine Onyema1,2,3,3
1Department of Chemistry, College of Staten Island, City University of New York, 2800 Victory Blvd., 6S-238, Staten Island, NY 10314.
bioRxiv : the preprint server for biology
|November 22, 2024
概括
这项研究使用了分子动力学模拟来探索用SIRAH力场的核体动力学. 粗粒度 (CG) 模拟显示了更广泛的DNA运动,这表明了大规模核细胞体研究的潜力.
科学领域:
- 生物物理学的生物物理.
- 计算生物学 计算生物学
- 结构生物学 结构生物学
背景情况:
- 核细胞是真核生物中DNA包装的基本单元.
- 了解核酶体动力学对于基因调节和DNA过程至关重要.
- 分子动力学模拟为原子和粗粒度层面的分子行为提供了见解.
研究的目的:
- 使用全原子和粗粒度 (CG) 分子动力学模拟来研究核子组动力学.
- 为了评估核细胞模拟的SIRAH力场的性能.
- 在原子模型和CG模型之间比较构造性采样和DNA呼吸运动.
主要方法:
- 全原子和粗粒度 (CG) 分子动力学模拟.
- 模拟两个核体DNA序列 (ASP和Widom-601) 在六微秒内.
- 结构参数的比较分析 (槽宽度,基础对几何).
- 对DNA结构参数进行主要成分分析 (PCA).
主要成果:
- 在原子模型和CG模型之间,结构参数的良好一致性.
- CG模拟显示了更广泛的形状采样和DNA末端呼吸运动的增加.
- PCA揭示了多个自由能量最小值,特别是在CG模拟中.
- 观察到依赖序列的DNA行为和重新定位.
结论:
- SIRAH CG力场显示了研究大规模核体动力学的潜力.
- 计算机计算机模拟提供了对核细胞的结构灵活性有价值的见解.
- 这些发现有助于理解核体内的特定序列DNA相互作用.
相关概念视频
The Nucleosome Core Particle
11.9K
Nucleosomes are the DNA-histone complex, where the DNA strand is wound around the histone core. The histone core is an octamer containing two copies of H2A, H2B, H3, and H4 histone proteins.
The paradox
Nucleosomes, paradoxically, perform two opposite functions simultaneously. On the one hand, their main responsibility is to protect the delicate DNA strands from physical damage and help achieve a higher compaction ratio. While on the other hand, they must allow polymerase enzymes to access DNA...
The paradox
Nucleosomes, paradoxically, perform two opposite functions simultaneously. On the one hand, their main responsibility is to protect the delicate DNA strands from physical damage and help achieve a higher compaction ratio. While on the other hand, they must allow polymerase enzymes to access DNA...
11.9K
Nucleosome Remodeling
9.0K
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...
9.0K
The Nucleosome
1.3K
Human DNA is almost two meters long. However, it is compressed inside a tiny nucleus measuring only a few microns in diameter. To make this degree of compaction possible, DNA is organized into several sequential levels so that it can fit into such a tiny space. The most compact form of DNA is a chromosome that can be seen under a microscope in a dividing cell.
In a chromosome, DNA is wound twice around a protein complex called a histone octamer core, which consists of 8 histone proteins. This...
In a chromosome, DNA is wound twice around a protein complex called a histone octamer core, which consists of 8 histone proteins. This...
1.3K
Chromatin Packaging
16.6K
Each human somatic cell contains 6 billion base pairs of DNA. Each base pair is 0.34 nm long, meaning each diploid cell contains a staggering 2 meters of DNA. This long DNA strand is packed inside a nucleus measuring only 10-20 microns in diameter with the help of specialized DNA-binding proteins called histones. Together they form a compact DNA-protein complex called chromatin. The chromatin is further compacted into higher-order structures. The highest level of compaction is achieved during...
16.6K
Studying the Cytoskeleton
5.8K
The cytoskeletal architecture can be studied using different microscopic and biochemical techniques. Electron microscopy was instrumental in discovering the cytoskeletal architecture around the 1960s, which allowed obtaining structural information at a high-resolution level. However, the sample preparation procedure often limits this ability in biological samples. Several protocols have been developed over the years to optimize sample preparation. In one of the protocols known as rotary...
5.8K
Histone Variants at the Centromere
4.3K
Histone variants are the histone proteins with structural and sequence variations. These variants may be regarded as “mutant” forms that replace their canonical histone counterparts in the nucleosomes. Specific post-translational modifications on the histone variants enable further chromatin complexity and regulate tissue-specific gene expression. The most common histone variants are from histone H2A, H2B, and linker histone H1 families. However, several variants of histone H3...
4.3K


