Discovery of FIXa inhibitors by combination of pharmacophore modeling, molecular docking, and 3D-QSAR modeling

被引:7
作者
Li, Penghua [1 ]
Peng, Jiale [1 ]
Zhou, Yeheng [1 ]
Li, Yaping [1 ]
Liu, XingYong [1 ]
Wang, LiangLiang [2 ,3 ]
Zuo, ZhiLi [2 ,3 ]
机构
[1] Sichuan Univ Sci & Engn, Sch Chem Engn, Zigong, Peoples R China
[2] Chinese Acad Sci, Kunming Inst Bot, State Key Lab Phytochem & Plant Resources West Ch, Kunming, Yunnan, Peoples R China
[3] Yunnan Key Lab Nat Med Chem, Kunming, Yunnan, Peoples R China
基金
中国国家自然科学基金;
关键词
Pharmacophore; molecular docking; 3D-QSAR; FIXa; antithrombotic; FACTOR IXA INHIBITORS; ANTICOAGULANTS; POTENT; DERIVATIVES; IDENTIFICATION; SIMULATION; THROMBOSIS; ALIGNMENT; BINDING; KINASE;
D O I
10.1080/10799893.2018.1468784
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Human Coagulation Factor IXa (FIXa), specifically inhibited at the initiation stage of the blood coagulation cascade, is an excellent target for developing selective and safe anticoagulants. To explore this inhibitory mechanism, 86 FIXa inhibitors were selected to generate pharmacophore models and subsequently SAR models. Both best pharmacophore model and ROC curve were built through the Receptor-Ligand Pharmacophore Generation module. CoMFA model based on molecular docking and PLS factor analysis methods were developed. Model propagations values are q(2) = 0.709, r(2) = 0.949, and r(pred)(2) = 0.905. The satisfactory q(value)(2) of 0.609, r(value)(2) of 0.962, and rpred(2 )value of 0.819 for CoMSIA indicated that the CoMFA and CoMSIA models are both available to predict the inhibitory activity on FIXa. On the basis of pharmacophore modeling, molecular docking, and 3D-QSAR modeling screening, six molecules are screened as potential FIXa inhibitors.
引用
收藏
页码:213 / 224
页数:12
相关论文
共 33 条
[1]  
Abbenante Giovanni, 2005, Med Chem, V1, P71, DOI 10.2174/1573406053402569
[2]   Risk of gastrointestinal bleeding with direct oral anticoagulants: a systematic review and network meta-analysis [J].
Burr, Nick ;
Lummis, Katie ;
Sood, Ruchit ;
Kane, John Samuel ;
Corp, Aaron ;
Subramanian, Venkataraman .
LANCET GASTROENTEROLOGY & HEPATOLOGY, 2017, 2 (02) :85-93
[3]   Progress in the discovery of Factor Xa inhibitors [J].
Casimiro-Garcia, A ;
Dudley, DA ;
Heemstra, RJ ;
Filipski, KJ ;
Bigge, CF ;
Edmunds, JJ .
EXPERT OPINION ON THERAPEUTIC PATENTS, 2006, 16 (02) :119-145
[4]   Consensus Superiority of the Pharmacophore-Based Alignment, Over Maximum Common Substructure (MCS): 3D-QSAR Studies on Carbamates as Acetylcholinesterase Inhibitors [J].
Chaudhaery, Shailendra S. ;
Roy, Kuldeep K. ;
Saxena, Anil K. .
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2009, 49 (06) :1590-1601
[5]   Identification of novel histone deacetylase 1 inhibitors by combined pharmacophore modeling, 3D-QSAR analysis, in silico screening and Density Functional Theory (DFT) approaches [J].
Choubey, Sanjay K. ;
Mariadasse, Richard ;
Rajendran, Santhosh ;
Jeyaraman, Jeyakanthan .
JOURNAL OF MOLECULAR STRUCTURE, 2016, 1125 :391-404
[6]   COMPARATIVE MOLECULAR-FIELD ANALYSIS (COMFA) .1. EFFECT OF SHAPE ON BINDING OF STEROIDS TO CARRIER PROTEINS [J].
CRAMER, RD ;
PATTERSON, DE ;
BUNCE, JD .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 1988, 110 (18) :5959-5967
[7]   Low molecular weight heparin and bleeding in patients with chronic renal failure [J].
Crowther, Mark ;
Lim, Wendy .
CURRENT OPINION IN PULMONARY MEDICINE, 2007, 13 (05) :409-413
[8]   Molecular docking and 3D-QSAR studies on gag peptide analogue inhibitors interacting with human cyclophilin A [J].
Cui, M ;
Huang, XQ ;
Luo, XM ;
Briggs, JM ;
Ji, RY ;
Chen, KX ;
Shen, JH ;
Jiang, HL .
JOURNAL OF MEDICINAL CHEMISTRY, 2002, 45 (24) :5249-5259
[9]   Modulators of the coagulation cascade:: Focus and recent advances in inhibitors of tissue factor, factor VIIa and their complex [J].
Frédérick, R ;
Pochet, L ;
Charlier, C ;
Masereel, B .
CURRENT MEDICINAL CHEMISTRY, 2005, 12 (04) :397-417
[10]   Design and prediction of new anticoagulants as a selective Factor IXa inhibitor via three-dimensional quantitative structure-property relationships of amidinobenzothiophene derivatives [J].
Gao, Jia-Suo ;
Tong, Xu-Peng ;
Chang, Yi-Qun ;
He, Yu-Xuan ;
Mei, Yu-Dan ;
Tan, Pei-Hong ;
Guo, Jia-Liang ;
Liao, Guo-Chao ;
Xiao, Gao-Keng ;
Chen, Wei-Min ;
Zhou, Shu-Feng ;
Sun, Ping-Hua .
DRUG DESIGN DEVELOPMENT AND THERAPY, 2015, 9 :1743-1759