Homology-based Modeling of Rhodopsin-like Family Members in the Inactive State: Structural Analysis and Deduction of Tips for Modeling and Optimization

被引:8
作者
Pappalardo, Matteo [1 ,2 ]
Rayan, Mahmoud [3 ]
Abu-Lafi, Saleh [4 ]
Leonardi, Martha E. [1 ]
Milardi, Danilo [5 ]
Guccione, Salvatore [1 ]
Rayan, Anwar [3 ,6 ]
机构
[1] Dept Drug Sci, Catania, Italy
[2] Univ Catania, Dept Chem Sci, Vle A Doria 6, I-95125 Catania, Italy
[3] Inst Appl Res Galilee Soc, Galeel St, IL-20200 Shefa Amr, Israel
[4] Al Quds Univ, Fac Pharm, Abu Dis, Palestine
[5] CNR, Inst Biostruct & Bioimages, Via P Gaifami 18, I-95126 Catania, Italy
[6] Al Qasemi Acad Coll, Qasemi Res Ctr, Drug Discovery Informat Lab, IL-30100 Baka El Garbiah, Israel
关键词
GPCRs; Homology Modeling; Structure-based modeling; Bioinformatics; PROTEIN-COUPLED-RECEPTORS; RESOLUTION CRYSTAL-STRUCTURE; OPIOID RECEPTOR; STRUCTURE PREDICTION; COMMON FEATURES; 3D STRUCTURE; COMPLEX; AGONIST; DRUG; GPCR;
D O I
10.1002/minf.201700014
中图分类号
R914 [药物化学];
学科分类号
100701 ;
摘要
Modeling G-Protein Coupled Receptors (GPCRs) is an emergent field of research, since utility of high-quality models in receptor structure-based strategies might facilitate the discovery of interesting drug candidates. The findings from a quantitative analysis of eighteen resolved structures of rhodopsin family A receptors crystallized with antagonists and 153 pairs of structures are described. A strategy termed endeca-amino acids fragmentation was used to analyze the structures models aiming to detect the relationship between sequence identity and Root Mean Square Deviation (RMSD) at each trans-membrane-domain. Moreover, we have applied the leave-one-out strategy to study the shiftiness likelihood of the helices. The type of correlation between sequence identity and RMSD was studied using the aforementioned set receptors as representatives of membrane proteins and 98 serine proteases with 4753 pairs of structures as representatives of globular proteins. Data analysis using fragmentation strategy revealed that there is some extent of correlation between sequence identity and global RMSD of 11AA width windows. However, spatial conservation is not always close to the endoplasmic side as was reported before. A comparative study with globular proteins shows that GPCRs have higher standard deviation and higher slope in the graph with correlation between sequence identity and RMSD. The extracted information disclosed in this paper could be incorporated in the modeling protocols while using technique for model optimization and refinement.
引用
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页数:7
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