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QU Pengcheng,XIA Yangchao,XUE Zhigang,et al. A new perspective on the interaction of refractory coal and polar collector: molecule docking and induced fit effect[J]. Coal Science and Technology,2024,52(3):283−290. DOI: 10.13199/j.cnki.cst.2023-0206
Citation: QU Pengcheng,XIA Yangchao,XUE Zhigang,et al. A new perspective on the interaction of refractory coal and polar collector: molecule docking and induced fit effect[J]. Coal Science and Technology,2024,52(3):283−290. DOI: 10.13199/j.cnki.cst.2023-0206

A new perspective on the interaction of refractory coal and polar collector: molecule docking and induced fit effect

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Jiangsu Provincial Natural Science Foundation (BK20210505); National Natural Science Foundation of China (52104278)

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  • Received Date: February 23, 2023
  • Available Online: March 19, 2024
  • Studying the interaction between coal slime and flotation agents will be the hot and difficult point of flotation process strengthening. In view of the strong hydrophilic chemical structure characteristics of the surface of difficult flotation coal, this paper introduces the bio-pharmaceutical induced fit effect into the study of the interaction of polar collectors in difficult flotation coal flotation. In this paper, 3D coal molecular structure was optimized and constructed according to the results of coal sample properties. Protomol technology was used to search and represent the active pockets of coal molecules, and the optimal conformation of molecular butt between polar collector and difficult floating coal was searched in the active pockets. According to the binding energy of the optimal conformation of the interaction between polar chemicals and coal molecules, the correspondence between the molecular docking results, induced fit effect and the flotation results was analyzed. The molecular docking results and the recovery rates of refractory coal combustible are both lauryl alcohol< lauraldehyde< methyl laurate, The recovery rate of flotation fuels is positively correlated with the absolute value of molecular docking binding energy and the molecular induced binding effect of coal, which revealed the guiding effect of molecular docking on flotation reagent screening. According to the molecular docking configuration, the differences in binding energy can be attributed to the differences of π-CH interaction and steric hindrance. Furthermore, the three-dimensional space of pharmaceutical molecules was fixed and the induced fit effect between three polar collectors and coal molecules was explored by molecular mechanics simulation. It was found that methyl laurate and the active region of coal molecules could generate greater interaction, and the active region of coal molecules had stronger induction effect and inclusion of methyl laurate, so it had better effect in the flotation process. The application of molecular docking and induced fit effect technology in the field of biomedicine to the field of flotation reagents can provide technical approaches and scientific guidance for the rapid screening of flotation collectors.

  • [1]
    谢和平,任世华,谢亚辰,等. 碳中和目标下煤炭行业发展机遇[J]. 煤炭学报,2021,46(7):2197−211.

    XIE Heping,REN Shihua,XIE Yachen,et al. Develpoment opportunities of coal industry under the goal of carbon neutrality[J]. Journal of China Coal Society,2021,46(7):2197−211.
    [2]
    陈 浮,王思遥,于昊辰,等. 碳中和目标下煤炭变革的技术路径[J]. 煤炭学报,2022,47(4):1452−61.

    CHEN Fu,WANG Siyao,YU Haochen,et al. The technological path of coal revolution under the goal of cabon neutrality[J]. Journal of China Coal Society,2022,47(4):1452−61.
    [3]
    GUI Xiahui,LIU Jiongtian,CAO Yijun,et al. Coal preparation technology:status and development in China[J]. Energy & Environment,2015,26(6/7):997−1013.
    [4]
    孙 伟,王靖波,韩海生,等. 浮选药剂界面组装技术及其研究进展[J]. 中国矿业大学学报,2022,51(3):544−-53.

    SUN Wei,WANG Jingbo,HAN Haisheng. Advances in flotation reagent interfacial assembly technology[J]. Journal of China University of Mining & Technology,2022,51(3):544−553.
    [5]
    见百熙. 浮选药剂的分子结构及其规律性:用高等药物化学原理探讨浮选药剂分子的设计[J]. 有色金属,1983,35(1):48−57.

    JIAN Baixi. The structure and regularity of flotation reagent molecules-Survey of flotation reagent molecular design with the principles of pharmaceutical chemistry[J]. Nonferrous Metals,1983,35(1):48−57.
    [6]
    FISCHER E. Influence of configuration on the action of enzyme[J]. Reports of The German Chemical Society,1894,27(3):2985−2993.
    [7]
    秦 伟. 伴生银铅锌矿浮选药剂的设计、合成与浮选机理研究[D]. 北京:中国矿业大学(北京),2013.

    QIN Wei. Design,synthesis and flotation mechanism study on flotation reagents for silver containing lead-zinc ore[D]. Beijing:China univerity of mining and technilogy-Beijing,2013.
    [8]
    李文静. 浮选药剂分子设计及其性能研究[D]. 郑州:郑州大学,2015.

    LI Wenjing. Design and performance study on flotation reagents[D]. Zhengzhou:Zhengzhou univerity. 2015.
    [9]
    夏阳超. 油性捕收剂在煤炭浮选过程中的多尺度界面作用机制[D]. 徐州:中国矿业大学,2020.

    XIA Yangchao. Multi-scale interfacial mechanism of oily collector in coal flotation[D]. Xuzhou:China univerity of mining and technilogy,2020.
    [10]
    KOSHLAND Daniel E. Application of a Theory of Enzyme Specificity to protein synthesis[J]. Proceedings of the National Academy of Sciences of the United States of America,1958,44(2):98−104. doi: 10.1073/pnas.44.2.98
    [11]
    桂夏辉,邢耀文,曹亦俊,等. 低品质煤泥浮选过程强化研究进展及其思考[J]. 煤炭学报,2021,46(9):2715−2732.

    GUI Xiahui,XING Yaowen,CAO Yijun,et al. Recent advances and thinking in process intensification of low quality coal slime flotation[J]. Journal of China Coal Society,2021,46(9):2715−2732.
    [12]
    ZHAO Liang,LIU Wengang,DUAN Hao,et al. Design and selection of flotation collectors for zinc oxide minerals based on bond valence model [J]. Minerals Engineering,2021,160.
    [13]
    李 霞,曾凡桂,王 威,等. 低中煤级煤结构演化的FTIR表征[J]. 煤炭学报,2015,40(12):2900−2908.

    LI Xia,ZENG Fangui,WANG Wei,et al. FTIR characterization of structural evolution in low-middle rank coals[J]. Journal of China Coal Society,2015,40(12):2900−2908.
    [14]
    李鹏鹏. 杜儿坪2号煤结构模型构建及其分子模拟[D]. 太原:太原理工大学,2014.

    LI Pengpeng. Molecular structure model construction and milecular simulation of No. 2 coal in duerping mine[D]. Taiyuan:Taiyuan university of technology,2014.
    [15]
    任厚瑞. 基于分子模型构建的煤表面水化特性与调控机制研究[D]. 徐州:中国矿业大学,2022.

    REN Hourui. Study on surface hydration characteristics and regulatory mechanism of coal based on molecular model construction[D]. Xuzhou:China univerity of mining and technilogy,2022.
    [16]
    司加康. 马兰8号煤大分子结构模型构建及分子模拟[D]. 太原:太原理工大学,2014.

    SI Jiakang. Macromlecular structure model construction and molecular simulation of malan8 coal[D]. Taiyuan:Taiyuan university of technology,2014.
    [17]
    贾建波. 神东煤镜质组结构模型的构建及其热解甲烷生成机理的分子模拟[D]. 太原:太原理工大学,2010.

    JIA jianbo. Construction of structural model and molecular simulation of methane formation mechanism during coal pyrolysis for shendong vitrinite[D]. Taiyuan:Taiyuan university of technology,2010.
    [18]
    王小令,李 霞,曾凡桂,等. 基于HRTEM的煤中不同聚集态结构表征[J]. 煤炭学报,2020,45(2):749−759.

    WANG Xiaoling,LI Xia,ZENG Fangui,et al. Characterization of different aggregate structures in coal based on HRTEM[J]. Journal of China Coal Society,2020,45(2):749−759.
    [19]
    RUPPERT Jim,WELCH Will,JAIN Ajay N. Automatic identification and representation of protein binding sites for molecular docking[J]. Protein Science,1997,6(3):524−533. doi: 10.1002/pro.5560060302
    [20]
    JAIN Ajay N. Scoring noncovalent protein-ligand interactions:a continuous differentiable function tuned to compute binding affinities[J]. Journal of Computer-Aided Molecular Design,1996,10(5):427−440. doi: 10.1007/BF00124474
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