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DNA光損傷修復解明に資するO(N)量子機械学習計算法の開発と応用

Research Project

Project/Area Number 23KJ1736
Research Category

Grant-in-Aid for JSPS Fellows

Allocation TypeMulti-year Fund
Section国内
Review Section Basic Section 62010:Life, health and medical informatics-related
Research InstitutionKyushu University

Principal Investigator

HUANG Xiao  九州大学, 総合理工学府, 特別研究員(DC1)

Project Period (FY) 2023-04-25 – 2026-03-31
Project Status Granted (Fiscal Year 2023)
Budget Amount *help
¥2,700,000 (Direct Cost: ¥2,700,000)
Fiscal Year 2025: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2024: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2023: ¥900,000 (Direct Cost: ¥900,000)
Keywordspolymer / ground state / excited state / bond cleavage / quantum chemical method
Outline of Research at the Start

A new bond dissociation treatment method will be developed and used to clarify the photo-induced DNA damage-repair mechanism. Then the developed method will be applied to the other large bio-systems, expecting to build a new bioinformatics method to suppress the damage of bio-system by light.

Outline of Annual Research Achievements

The photodegradation mechanism for polycarbonate was investigated employing the quantum chemical methods. We proposed a new polycarbonate design mechanism against photodegradation, which can be achieved by replacing the hydrogen atom on phenyl ring with the electron-withdrawing group. The results showed that the presence of electron-withdrawing groups on phenyl rings was found to regulate the bond alternation and consequently inhibits the cleavage of carbonate C-O bond of polycarbonate. In contrast, the cleavage of carbonate C-O bond of polycarbonate is facilitated by introducing the electron-donating groups on phenyl rings. This work has been published in Physical Chemistry Chemical Physics Journal (Phys. Chem. Chem. Phys., 2024, 26, 57-61).

Current Status of Research Progress
Current Status of Research Progress

2: Research has progressed on the whole more than it was originally planned.

Reason

To delve deeper into the photodegradation mechanism of complex biological systems such as DNA, we employed a simplified DNA model, 5′-thymidine monophosphate, to investigate the breakage of the DNA glycosidic bond affected by ultraviolet light exposure. Owing to the relatively low energy barriers involved, we proposed two novel reaction paths for the cleavage of the DNA glycosidic bond. One path involves the direct singlet excitation, and the other path proceeds through a triplet excitation via intersystem crossing from the excited singlet state. Currently, we are in the process of preparing the manuscript, which will encompass data summarization, analysis of computational results, and drafting of the manuscript.

Strategy for Future Research Activity

Based on the photodegradation mechanism of DNA damage, the calculations will be performed to identify the proper DNA repair enzyme. An examination of the interactions between the damaged DNA part and different enzyme proteins will be made, including the evaluation of binding energy and the analysis of energy decomposition, with the aim of elucidating a rational and achievable DNA repair mechanism. Combining machine learning, particularly neural network method, should facilitate the identification of suitable enzyme proteins for repairing photo-damaged DNA regions. Besides, I will prepare the presentation for domestic quantum chemistry conferences, summarize the new paper, and submit the paper to international journal.

Report

(1 results)
  • 2023 Research-status Report
  • Research Products

    (1 results)

All 2024

All Journal Article (1 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 1 results)

  • [Journal Article] Theoretical design of durable and strong polycarbonates against photodegradation2024

    • Author(s)
      Huang Xiao、Orimoto Yuuichi、Aoki Yuriko
    • Journal Title

      Physical Chemistry Chemical Physics

      Volume: 26 Issue: 1 Pages: 57-61

    • DOI

      10.1039/d3cp03533f

    • Related Report
      2023 Research-status Report
    • Peer Reviewed / Int'l Joint Research

URL: 

Published: 2023-04-26   Modified: 2024-12-25  

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