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用于高分辨率细胞核结构与动力学建模的开放细胞核组学

OpenNucleome for high resolution nuclear structural and dynamical modeling.

作者信息

Lao Zhuohan, Kamat Kartik, Jiang Zhongling, Zhang Bin

机构信息

Department of Chemistry, Massachusetts Institute of Technology, Cambridge, MA, USA.

出版信息

bioRxiv. 2024 Mar 29:2023.10.16.562451. doi: 10.1101/2023.10.16.562451.

Abstract

The intricate structural organization of the human nucleus is fundamental to cellular function and gene regulation. Recent advancements in experimental techniques, including high-throughput sequencing and microscopy, have provided valuable insights into nuclear organization. Computational modeling has played significant roles in interpreting experimental observations by reconstructing high-resolution structural ensembles and uncovering organization principles. However, the absence of standardized modeling tools poses challenges for furthering nuclear investigations. We present OpenNucleome-an open-source software designed for conducting GPU-accelerated molecular dynamics simulations of the human nucleus. OpenNucleome offers particle-based representations of chromosomes at a resolution of 100 KB, encompassing nuclear lamina, nucleoli, and speckles. This software furnishes highly accurate structural models of nuclear architecture, affording the means for dynamic simulations of condensate formation, fusion, and exploration of non-equilibrium effects. We applied OpenNucleome to uncover the mechanisms driving the emergence of "fixed points" within the nucleus-signifying genomic loci robustly anchored in proximity to specific nuclear bodies for functional purposes. This anchoring remains resilient even amidst significant fluctuations in chromosome radial positions and nuclear shapes within individual cells. Our findings lend support to a nuclear zoning model that elucidates genome functionality. We anticipate OpenNucleome to serve as a valuable tool for nuclear investigations, streamlining mechanistic explorations and enhancing the interpretation of experimental observations.

摘要

人类细胞核复杂的结构组织对于细胞功能和基因调控至关重要。包括高通量测序和显微镜技术在内的实验技术的最新进展,为细胞核组织提供了宝贵的见解。计算建模通过重建高分辨率结构集合和揭示组织原理,在解释实验观察结果方面发挥了重要作用。然而,缺乏标准化的建模工具给进一步的细胞核研究带来了挑战。我们提出了OpenNucleome——一款用于对人类细胞核进行GPU加速分子动力学模拟的开源软件。OpenNucleome提供了分辨率为100KB的基于粒子的染色体表示,涵盖核纤层、核仁和平斑。该软件提供了高度精确的核结构模型,为凝聚物形成、融合的动态模拟以及非平衡效应的探索提供了手段。我们应用OpenNucleome揭示了细胞核内“固定点”出现的驱动机制——这些“固定点”表示基因组位点为了功能目的而稳固地锚定在特定核体附近。即使在单个细胞内染色体径向位置和细胞核形状发生显著波动的情况下,这种锚定仍然具有弹性。我们的研究结果支持了一种阐明基因组功能的核分区模型。我们预计OpenNucleome将成为细胞核研究的宝贵工具,简化机制探索并增强对实验观察结果的解释。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f1d0/11005584/8831a9f4926a/nihpp-2023.10.16.562451v2-f0001.jpg

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