Virtual Screening of DNA Topoisomerase Ⅳ Inhibitors Based on Molecular Docking
XU Ming-xin1,2, CHEN Shuang-kou1,2*, TAN Xiao-qing1,2, REN Feng-ming3, GUAN Tian-bing1,2
1. Chongqing Key Laboratory of Industrial Fermentation Microorganism (Chongqing University of Science and Technology), Chongqing 401331, China; 2. Department of Chemistry and Chemical Engineering, Chongqing University of Science and Technology, Chongqing 401331, China; 3. Institute of Medicinal Plant Cultivation, Chongqing 408435, China
Abstract:OBJECTIVE To screen DNA topoisomerase Ⅳ inhibitors by virtual screening based on molecular docking and in vitro bacteriostatic test. METHODS Methodological research was performed to study the target proteins of 1S16, 3FV5 and 4ZH0 of DNA topoisomerase Ⅳ through the AutoDock Vina program. The molecular docking models with strong enrichment ability for active molecules were evaluated by parameters of RMSD, AUC and EF value, and the model was used to conducte large-scale virtual screening of the database. Compounds with binding energy below the threshold value were retained for in vitro bacteriostatic test. RESULTS Based on the comprehensive retrospective verification results, it was found that the molecular docking model of the 1S16 target protein had a strongest ability to enrich active molecules. Based on this model, 22 compounds with potential bacteriostatic activity were virtually screened, and 8 of them were found to have obvious anti-Escherichia coli activity in vitro bacteriostatic test. CONCLUSION In this study, the theoretical calculation method combined with the experimental results showed that 8 compounds have clear anti-Escherichia coli activity, which are expected to be the novel DNA topoisomerase Ⅳ inhibitors.
TONG L Y, YU Z W, MIAO S T, et al. Virtual screening of lead compounds targeting to penicillin-binding protein 1b (PBP1b) of E.coli[J]. Chin J Vet Sci(中国兽医学报), 2016, 36(3):469-474.
[2]
LUO N, YAN J L, XIAO X, et al. Inhibitory effect comparison of Sanhuang and ciprofloxacin against E.coli in vitro[J]. J Anhui Agric Sci(安徽农业科学), 2013, 41(2):619-621.
[3]
YIN X L, NIU F L. The research progress on mechanism of drug-resistance of Escherichia coli[J]. J Hebei North Univ(Nat Sci Ed)(河北北方学院学报 自然科学版), 2007, 23(1):49-53.
[4]
ZHAO C Y, YI S H, WNAG F, et al. Study on antibiotic resistance and resistant plasmid in E.coli[J]. J Microb(微生物学杂志), 2001, 21(4):41-42.
[5]
KOCSIS B, DOMOKOS J, SZABO D, et al. Chermical structure and pharmacokinetics of novel quinoloneagents represented by avarofloxacin, delafloxacin, fina-floxacin, zabofloxacin and nemonoxacin[J]. Ann Clin Microb Anti, 2016, 15(1):34.
[6]
SHEN R Z, ZHEN T Y, ZHANG H H, et al. Syntheses and antitumor activities of Fluoroquinolone-3-N-Amide derivatives[D]. Henan: Henan University, 2020.
[7]
REN Q C, XU Z. Research progress of bacterial gyrase and topoisomerase Ⅳ non-quinolone inhibitors[J]. World Notes Antibiot(国外医药抗生素分册), 2018, 39(4):343-347.
[8]
ZHAO C, XIA C G,YU M, et al. Application of molecule docking software in drug design[J]. Chin J Antibiot(中国抗生素杂志), 2015, (3):234-240.
[9]
FONTANA R J, CIRULLI E T, GU J, et al. The role of HLA-A*33: 01 in patients with cholestatic hepatitis attributed to terbinafine[J]. J Hepatol, 2018, 69(6):1317-1325.
[10]
TROT O, OLSON A J. AutoDock Vina: improving the speed and accuracy of docking with a new scoring function, efficient optimization and multithreading[J]. J Comput Chem, 2010, 31(2):1455-461.
[11]
LIN C Y, LI C Z, LI C, et al. Screening of active anti-myocardial ischemia components of Panax notoginseng based on molecular docking technology[J]. China J Chin Mater Med(中国中药杂志), 2020, 45(11):2560-2567.
[12]
JIN J M, SONG Y, YU D Y, et al. Study on the mode of action and pharmacophore model of GPR40 agonists[J]. Chem Res Appl(化学研究与应用), 2020, 32(3):386-393.
[13]
LIANG M, LUO R Q, XIAO H L, et al. Synthesis and antibacterial activity of 1,2,3-triazole derivatives containing(4,4′-difluorobenzene)ketone oxime ether[J]. Chem Res Appl(化学研究与应用), 2021, 33(4):664-671.
[14]
TAN C D, ZHU M J, DU S X, et al. Study on the inhibition zone method in antimicrobial test[J]. Food Ind(食品工业), 2016, 37(11):122-125.
[15]
TIAN J N, XU Q S, LI X H, et al. Application of receiver operating characteristic curve in the diagnosis of thyroid nodules with thyroid function indicators[J]. Chin Remed Clin(中国药物与临床), 2020, 20(15):2565-2567.
[16]
LUO B, GUO Y Y, CHEN S K, et al. Study on virtual screening of ppar-α agonists[J]. Guangzhou Chem Ind(广州化工), 2019, 47(7):49-51, 54.
[17]
LASKOWSKI R A, SWINDELLS M B. LigPlot+: multiple ligand-protein interaction diagrams for drug discovery[J]. J Chem Inf Model. 2011, 51(10):2778-2786.
[18]
XU X J. Computer aided drug molecular design(计算机辅助药物分子设计)[M]. Beijing: Chemical Industry Press, 2004.
[19]
SHI L K, WANG Y, DONG X, et al. In vitro antibacterial experiment of Lianhuaqingwen capsules combined with meropenem against drug-resistant strains[J]. Chin J Nosocomiol(中华医院感染学杂志), 2019, 29(8):1171-1174.
[20]
ZHANG Z R. Clinical Microbiology and Microbiological Testing(临床微生物学和微生物检验)[M]. Beijing: People′s Publishing House, 2006.
[21]
JIANG X, WEN C, LI Q H. Synthesis and antibacterial activity of isoxazole derivatives containing pyrimidine or benzothiazole group[J]. Chem Res Appl(化学研究与应用), 2020, 32(9):1569-1579.
[22]
WANG J. The guiding role of pharmacodynamics and pharmacokinetic principles in the rational application of fluoroquinolones[J]. Shandong Med J(山东医药), 2007, 47(14):79-80.