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2021 年度 実施状況報告書

Characterizing the mechanism of chromatin remodeling by molecular dynamics simulations

研究課題

研究課題/領域番号 20K06587
研究機関京都大学

研究代表者

Brandani Giovanni  京都大学, 理学研究科, 特定講師 (70869073)

研究期間 (年度) 2020-04-01 – 2023-03-31
キーワードnucleosome / molecular dynamics / chromatin remodeling
研究実績の概要

Over the past year, we run extensive (microsecond-long) all-atom molecular dynamics simulations of histones in complex with DNA. By comparing the effect of DNA sequence and base-pair mismatches, our simulations highlighted very interesting changes in nucleosomal DNA structure and dynamics, which show how such features may impact the activity of chromatin remodelers, as found in past experimental observations. Furthermore, coarse-grained molecular dynamics simulations of full nucleosomes allowed us to explore longer time scales for a wide variety of DNA sequences, and further complement the insights obtained from the all-atom simulations.
These unbiased simulations turned out to be unsuitable for Markov state modeling due to the slow timescales of the process investigated. However, we now optimized a series of collective variables that should allow us to reconstruct the free energy landscape of nucleosome sliding using the string method implemented in the software Genesis, as originally planned. Preliminary results in this direction were presented at the last Annual Meeting of the Biophysical Society of Japan in 2021.

現在までの達成度 (区分)
現在までの達成度 (区分)

2: おおむね順調に進展している

理由

We expanded the scope of the project by exploring the effect of DNA sequence and base-pair mismatches on nucleosome sliding, for which long unbiased all-atom simulations already provided very interesting insights into chromatin remodeling. The reconstruction of the free energy landscape of nucleosome sliding is ongoing and we should be able to complete our calculations soon.

今後の研究の推進方策

This year we will complete our analysis of our long unbiased molecular to characterize in detail how DNA sequence and mismatches affect nucleosomal DNA structure and sliding. We will also try to compare our results with the available experiments on chromatin remodeling to provide a clear understanding of how the features of DNA can affect this important biological process. Finally, we will run string method calculations to reconstruct the free energy landscape of nucleosome sliding to further clarify this mechanism down to the molecular level. The results will be presented at a major international conference in Japan and we hope we will be able to publish some of our findings in the very near future.

次年度使用額が生じた理由

The incurring amount will be mainly used to buy computational resources from the Kyoto University supercomputer center and expand the local cpu cluster in our laboratory. Also, we will present our results at at least one conference within Japan or abroad. Using these supercomputer resources, we will run unbiased and string method molecular dynamics simulations to characterize the nucleosome repositioning process.

  • 研究成果

    (2件)

すべて 2021

すべて 学会発表 (2件)

  • [学会発表] Elucidation of nucleosome sliding mechanism in all-atom detail via MD simulations2021

    • 著者名/発表者名
      Syed Hashim Shah, Giovanni Brandani, Shoji Takada
    • 学会等名
      The 59th Annual Meeting of the Biophysical Society of Japan
  • [学会発表] A metainference approach to modeling the 3d structure of chromatin from Hi-C data2021

    • 著者名/発表者名
      Giovanni Brandani, Chenyang Gu, Shoji Takada
    • 学会等名
      The 59th Annual Meeting of the Biophysical Society of Japan

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公開日: 2022-12-28  

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