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    題名: 聚類組態系綜分析蛋白質摺疊模擬的動力學及熱力學;Kinetics and thermodynamics of protein-folding simulations by clustering conformational ensemble
    作者: 游竣評;Chun-Ping YU
    貢獻者: 物理研究所
    關鍵詞: 分子模擬;聚類分析;蛋白質摺疊;modlecular dynamics;cluster analysis;protein folding
    日期: 2009-07-14
    上傳時間: 2009-09-22 10:58:39 (UTC+8)
    出版者: 國立中央大學圖書館
    摘要: 使用AMBER 2003的力場和內含水的模型研究Trp-cage和protein G在全原子的動力學性質。複本交換的方法提升摺疊組態空間的採樣。摺疊模擬是由24個複本,溫度從276K到508K開始。對Trp-cage開始的結構是個完全延展開的結構而protein G是從自然狀態開始。分子模擬的組態系綜經由聚類方法OPTICS分析。結果顯示,對兩個蛋白質的摺疊組態空間是階層示的。對Trp-cage而言,代表中心聚類結構的平均結構與實驗的結構相較有1.2A的骨架方均根偏差,而protein G則是1.4 A。回歸樹分析對OPTICS產生的聚類序作的映射顯示,摺疊組態空間可以階層示的界定成四個形式:為摺疊型態,二節結構形成,三級結構形成,以及原生型態。三個特徵的因子支配Trp-cage的摺疊空間Pro12-Ψ雙面角, Leu2-Ψ雙面角和總能;protein G有四個因子:Lys4-Ψ,Thr18-Ψ, Glu42-Ψ和Asp22-Ψ. The kinetics of the folding of the Trp-cage and protein G were studied in all-atomic molecular dynamics simulations using the AMBER 2003 force-field in implicit solvent. Replica exchange method (REM) was used to enhance sampling of folding conformational space. Folding simulations of twenty-four replicas of Trp-cage and protein G were run from extended state and native state, respectively, ranging from 276 K to 508 K. The conformational ensemble of molecular simulations was clustering by OPTICS. The results showed that the folding conformational spaces for both proteins are hierarchical. The average conformation representing centroid clustering structure for Trp-cage has a backbone root mean square deviation of 1.2 A relative to experimental structure, and 1.4 A for protein G. After regression tree analyze for mapping cluster ordering generated by OPTICS, the folding conformational space can demarcate four hierarchical regimes: unfolded state, formation of secondary structure, formation of tertiary structure, and native state. Three characterized factors for Trp-cage, Pro12-Ψ angle, Leu2-Ψ angle, and total energy, dominated folding space; and four factors for protein G: Lys4-Ψ, Thr18-Ψ, Glu42-Ψ, and Asp22-Ψ.
    顯示於類別:[物理研究所] 博碩士論文

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