Bachelor Theses
Duyệt
Duyệt Bachelor Theses theo Chủ đề "2D-QSAR"
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Tài liệu 2D-QSAR studies on MexAB-OprM efflux pump inhibitors of Pseudomonas aeruginos : Bachelor Theses(Nguyen Tat Thanh University, 2020) Nguyen, Truong Khanh Vy; Phan, Thien Vy (M.S Pharm.)These days, the rate of antimicrobial resistance (AMR) in Gram-Negative bacteria is increasing rapidly. According to an exhaustive review commissioned by UK government, globally, approximately 700,000 deaths can be attributed to AMR each year. Hence, efflux pump has been found to be related multi-drug resistance in clinical isolate as well as MexAB-OprM. MexAB-OprM is the most important multi-drug efflux system of P. aeruginosa due to the wide resistance on antibiotics. Many studies discovered efflux pump inhibitors (EPIs) that are able to combine with antibiotics, which is one of the most potential therapies. Thus, the main point of this study is to build a 2D–QSAR models, which have predictive capabilities for efflux pump inhibitory activities of natural compounds and clinical medicines.Tài liệu 2D-QSAR studies on MexAB-OprM efflux pump inhibitors of Pseudomonas aeruginos : Graduate Thesis for Pharmacist, Majors of Medicine Administration and Supply(Nguyen Tat Thanh University, 2020) Nguyen, Truong Khanh Vy; Phan, Thien Vy (Scientific instructor)Result and discussion: This study had totally five QSAR models with dependent value was MPC8, which were created by different descriptors. The validation results revealed that R2 values and Q2 value of all models were surprisingly greater than 0.80 and 0.77, respectively. In addition, the other values such as RMSE, R2pred, 𝑟𝑚 ̅̅2̅ and ∆r2m were come up to validation criteria. Two best models of five were LVFX and AZT_1 would be applied to virtual screening database. As a result, there were 15 compounds and 07 compounds had predicted MPC8 less than 10 µM in LVFX model and AZT_1 model, respectively, also, all of them met Five rules of Lipinski. On the other hand, five substances from Drugbank database were forecasted to have predicted MPC8 under 10 µM . Additionally, the predicted MPC8 value under 10 µM (G-9 (spergulin A) from Glinus oppositifolius.