7 High resolution of Crystal Structure of the ATP-bound Escherichia coli MalK (PBD ID: 1Q12) 8 and Staphylococcus aureus permease protein SAV1866
(PDB ID: 2HYD) 9 were used as a template to model nucleotide binding domain (NBD) and transmembrane (TM) domains respectively. It is mandatory to convert ALK inhibitor the target sequence into MODELLER format. MODELLER requires the sequence in PIR format in order to be read. The FASTA was converted to PIR using Readseq, an algorithm developed by EMBL. 6 Structure similarity has been performed by using the profile.build(), an in-built command in MODELLER. 10 The result has been then compared with Blast result. The build_profile.py has been used for the local dynamic algorithm to identify homologous sequences against target BCRP sequence. At the end of this process a log file has been generated which is named build_profile.log which contains errors and warnings in log file. 11, 12 and 13 The result generated here was the same templates 1Q12 and 2HYD, that was earlier obtained from Delta blast alignment. In order to ratify the conserved secondary structure profiles, a multiple sequence alignment program DSSP14 and PSIPRED15 was utilized which identified
the corresponding position of amino RAD001 ic50 acids in the query sequence of BCRP and template Protein (Fig. 1). This is a confirmatory statement to build the strong alignment in homology modeling.6 For a comparative investigation, Homology Modeling also been performed using various softwares like SPDBV, MODELLER, CPH, Phyre, PS2, 3Djigsaw, Esypred3D etc. Structure MRIP validation has been studies using Ramachandran Plot16 by Procheck.17 Ramachandran Plot shows the MODELLER which is the better model have out of 428 obtained amino acids 90.1% residues are in core region, 8.2 are in additional allowed region, 1.1 are in
generous allowed region and 0.6% are in disallowed region (Table 1). After satisfactory validation using Ramachandran diagram, it is mandatory to analyze main chain and side chain parameters using Procheck tool for structure validation. In retrieval and perusal of parametric values from main chain validation, it was confirmed that the ratio of % of residues (>90%) to resolution in angstrom (2.0) fits in the expected place. Standard deviation to resolution ratio touches the bottom values of the region indicating acceptance of the model (Fig. 4). Bad contacts in the models structure remained below 5 per 100 residues which again add up to the better quality of homology model. In addition, zeta angle standard deviation in range and G-factor near 0 values suggests appreciable protein structure quality (Fig. 5). Moving to side chain parameters, Chi-1 gauche minus and Chi-1 Trans parameters fell below required belt of optimal region and thus suggest improved modeling efforts related to side chain minimization.