摘要
许多抗癌药物通过引起癌细胞的凋亡来达到治疗目的,因此开发能诱导癌细胞凋亡的药物一直是癌症研究的热点.以153个结构各异的具有caspase-3激活作用的细胞凋亡诱导剂为研究对象,通过三维定量构效关系(3D-QSAR)分析,得到了一个基于位阻场、静电场、疏水场、氢键供体场和受体场参数的最优比较分子相似性指数法(CoMSIA)模型.该模型(Q2=0.51、R2ncv=0.89和R2pred=0.82)具有良好的内部一致性和预测能力,通过对模型的等值线图分析发现:(1)R2取代基提高诱导剂活性的因素包括位阻大、负电性大、有亲水性和具有氢键供体作用;(2)位阻适中和/或具有氢键供体作用的R4取代基,以及位阻小和/或亲水的R1取代基对提高分子的活性是有利的;(3)N-甲基-N-苯基-1-萘胺类细胞凋亡诱导剂具有正电性的A环3号位或C环7号位取代基,以及具有负电性的B环1号位取代基有利于提高诱导剂的生物活性.对该模型的分析更有利于认识细胞凋亡诱导剂的分子特征,并为设计和开发新型细胞凋亡诱导剂提供理论指导.
A large number of anti-cancer agents exert their therapeutic effects through inducing apoptosis in malignant cells.Therefore,developing apoptosis-inducing drugs is always one of the hotspots in the field of cancer research.153 structurally diverse apoptosis inducers with caspase-3activation are studied by three-dimensional quantitative structure-activity relationships(3D-QSAR)analysis,resulting in an optimal CoMSIA(comparative molecular similarity indices analysis)model which is constructed based on the parameters of steric,electrostatic,hydrophobic,hydrogen-bond donor and receptor fields.The experimental results show that this CoMSIA model(Q^2=0.51,R^2ncv=0.89 and R^2pred=0.82)displays excellent inter-consistency and predictive abilities.Meanwhile,from analyzing CoMSIA contour maps,it can be concluded that(1)the R2 substituent with one or more features of bulk,electronegativity,hydrophilicity and H-bond donor is beneficial to the activity;(2)medium-sized and/or H-bond donor substitution of R4,as well as the R1 substituent with small and/or hydrophilic group can improve the activity;(3)the apoptosis inducers N-methyl-N-phenyl naphthalen-1-amines with electropositive groups in 3-position of ring-A or 7-position of ring-C,and 1-position of ring-B possessing the electronegative groups will benefit the apoptosis-inducing bio-activity.These conclusions may be helpful to understanding the molecular characteristics of apoptosis inducers,as well as providing theoretical guidance for the design and development of novel apoptosis inducers.
出处
《大连理工大学学报》
EI
CAS
CSCD
北大核心
2015年第1期7-14,共8页
Journal of Dalian University of Technology
基金
国家自然科学基金资助项目(11201049)