Table 3.
Summarizing the computational tools for structure-based focused library generation
| Approach | Name | Description | Case study examples | URL |
|---|---|---|---|---|
| Ligand binding site | 3DLigandSite [59] | The web server identifies ligand binding site via MSA and clustering algorithm. | Target T0483 in CASP8 | http://www.sbg.bio.ic.ac.uk/∼3dligandsite/ |
| ProBiS [60, 61] | The web server detects binding site using MSA and characterizes it using local structural pairwise alignment. | Biotin carboxylase, TATA binding protein [60], D-alanine–D-alanine ligase, Protein kinases C [61] | http://probis.cmm.ki.si/ | |
| ProBiS-database [64] | The database provides structurally similar protein binding site using ProBiS algorithm. | Cytochrome c [64] | http://probis.cmm.ki.si/?what=database | |
| SiteComp [62] | The web server characterizes ligand binding site using molecular interaction descriptors. | Cyclooxygenase, adenylate kinase [62] | http://scbx.mssm.edu/sitecomp/sitecomp-web/Input.html | |
| TRITON [65, 66] | The method facilitates to model mutant, dock ligand in the protein and calculates reaction pathways for the characterization of protein-ligand interactions using Semi-empirical quantum-mechanics approach. | PA-IIL lectin and its mutants [65] | http://www.ncbr.muni.cz/triton/description.html | |
| Protein interaction | PIC [68] | The web server calculates the molecular interactions using published criteria. | - | http://pic.mbu.iisc.ernet.in/job.html |
| COCOMAPS [69] | The web server analyzes and visualizes interfaces in biological complexes using intermolecular contact maps based on distance or physicochemical properties. | Hen egg lysozyme interaction with two antibodies [69] | https://www.molnac.unisa.it/BioTools/cocomaps/ | |
| Residue depth and stability | DEPTH [70] | The web server predicts binding cavity and mutational effect on protein stability using residue depth and solvent accessible surface area. | West Nile Virus NS2B/NS3 protease [70] | http://mspc.bii.a-star.edu.sg/tankp/intro.html |
| SRIde [71] | The web server predicts the contribution of residues in protein stability using interactions with its spatial neighbors and their evolutionary conservation. | TIM-barrel proteins [103] | http://sride.enzim.hu/ | |
| Protein surface and interface | Patch finder plus [72] | The web server identifies large positively charged electrostatic patches on protein surface using Poisson Boltzmann electrostatic potential. | DNA binding domain of TATA binding protein [72] | http://pfp.technion.ac.il/ |
| ConPlex [73] | The web server performs evolutionary conservation analysis of the protein complex. | Rho–RhoGAP complex [73] | http://sbi.postech.ac.kr/ConPlex/ | |
| Protein flexibility | RosettaBackrub [81] | The web server performs flexible backbone modeling using Backrub [104] method to design tolerated protein sequences. | hGH-hGHr interface [105] | https://kortemmelab.ucsf.edu/backrub/cgi-bin/rosettaweb.py?query=index |
| tCONCOORD [83] | The method generates conformation ensemble and transitions using geometrical constrains based prediction of protein conformational flexibility. | Osmoprotection protein [83] | http://wwwuser.gwdg.de/~dseelig/tconcoord.html | |
| FlexPred [84] | The web server predicts residue flexibility in the protein using SVM approach. | Human PrP [106] | http://flexpred.rit.albany.edu/ | |
| ElNemo [92] | The web server predicts large amplitude motions in the protein using NMA. | HIV-1 protease, E. coli membrane channel protein TolC | http://igs-server.cnrs-mrs.fr/elnemo/index.html | |
| WEBnm@ [93] | Calcium ATPase [93] | http://apps.cbu.uib.no/webnma/home | ||
| FlexServ [94] | The web server determines and analyzes protein flexibility using coarse-grained modeling approach. | - | http://mmb.pcb.ub.es/FlexServ/input.php | |
| HINGEprot [95] | The web server detects hinge region in the protein using both GNM and ANM. | Calmodulin protein, hemoglobin [95] | http://www.prc.boun.edu.tr/appserv/prc/hingeprot/ | |
| DynDom3D [98] | The web server predicts domain motions using conformational changes in the protein. | Hemoglobin, 70S ribosome [98] | http://fizz.cmp.uea.ac.uk/dyndom/3D/ | |