Research paper
Identification of putative drug targets in Vancomycin-resistant
Staphylococcus aureus (VRSA) using computer aided protein data analysis
Md. Anayet Hasan
a,
⁎, Md. Arif Khan
b
, Tahmina Sharmin
b
,
Md. Habibul Hasan Mazumder
a
, Afrin Sultana Chowdhury
a
a
Department of Genetic Engineering and Biotechnology, Faculty of Biological Sciences, University of Chittagong, Chittagong-4331, Bangladesh
b
Department of Biotechnology and Genetic Engineering, Mawlana Bhashani Science and Technology University, Santosh, Tangail-1902, Bangladesh
abstract article info
Article history:
Received 16 February 2015
Received in revised form 20 August 2015
Accepted 23 August 2015
Available online 28 August 2015
Keywords:
VRSA
Genome subtraction
Metabolic pathway
Drug target
Network analysis
Vancomycin-resistant Staphylococcus aureus (VRSA) is a Gram-positive, facultative aerobic bacterium which is
evolved from the extensive exposure of Vancomycin to Methicillin resistant S. aureus (MRSA) that had become
the most common cause of hospital and community-acquired infections. Due to the emergence of different
antibiotic resistance strains, there is an exigency to develop novel drug targets to address the provocation of
multidrug-resistant bacteria. In this study, in-silico genome subtraction methodology was used to design
potential and pathogen specific drug targets against VRSA. Our study divulged 1987 proteins from the proteome
of 34,549 proteins, which have no homologues in human genome after sequential analysis through CD-HIT
and BLASTp. The high stringency analysis of the remaining proteins against database of essential genes (DEG)
resulted in 169 proteins which are essential for S. aureus. Metabolic pathway analysis of human host and
pathogen by KAAS at the KEGG server sorted out 19 proteins involved in unique metabolic pathways.
26 human non-homologous membrane-bound essential proteins including 4 which were also involved in
unique metabolic pathway were deduced through PSORTb, CELLO v.2.5, ngLOC. Functional classification of
uncharacterized proteins through SVMprot derived 7 human non-homologous membrane-bound hypothetical
essential proteins. Study of potential drug target against Drug Bank revealed pbpA-penicillin-binding protein 1
and hypothetical protein MQW_01796 as the best drug target candidate. 2D structure was predicted by PRED-
TMBB, 3D structure and functional analysis was also performed. Protein–protein interaction network of potential
drug target proteins was analyzed by using STRING. The identified drug targets are expected to have great
potential for designing novel drugs against VRSA infections and further screening of the compounds against
these new targets may result in the discovery of novel therapeutic compounds that can be effective against
Vancomycin resistant S. aureus.
© 2015 Elsevier B.V. All rights reserved.
1. Introduction
Staphylococcus aureus is a Gram-positive spherical bacterium that is
a member of Staphylococcacea family. Among more than 20 species of
Staphylococcus described in Bergey's Manual (2001), it is the most
significant because of its interactions both with humans and different
livestock (Lowy, 1998). Serious infections caused by S. aureus are a
worldwide phenomenon and occur in both the hospital and community
settings (Emmerson, 1994; Locksley et al., 1982). It is responsible for
causing a variety of suppurative (pus-forming) infections of skin and
toxinoses in humans (Carleton et al., 2004; King et al., 2006). It is also
related with hospital acquired (nosocomial) infection of surgical
wounds (Wisplinghoff et al., 2004), osteomyelitis, ostitis, bacteraemia
(Shaposhnikova et al., 1995) and infections associated with in dwelling
medical devices (Kuroda et al., 2001; Richards et al., 1999). S. aureus
causes food poisoning by producing enterotoxins into food, and is
related with toxic shock syndrome by releasing super-antigens into
blood (Chong et al., 2006; Diekema et al., 2011). Studies have also
shown its involvement in infecting patients with diabetes, cardiovascular
and other chronic diseases (Tuo et al., 1995). Besides these it is also
found in human skin and causes some major problems like sour throat,
pimple, acne, hair follicle infection, and sties (inflammation of an eyelid
gland). Its pathogenicity includes numerous enzymes like coagulase
Gene 575 (2016) 132–143
Abbreviations: MRSA, Methicillin-resistant Staphylococcus aureus; VISA, Vancomycin-
intermediate-resistant Staphylococcus aureus; VRSA, Vancomycin-resistant Staphylococcus
aureus; CD-HIT, Cluster Database at High Identity with Tolerance; BLAST, Basic Local
Alignment Search Tool; E-value, expectation value; MSP, maximal segment pair; DEG,
database of essential gene; KEGG, Kyoto Encyclopedia of Genes and Genomes; KAAS,
KEGG Automatic Annotation Server; SVM, Support Vector Machine; DB, Drug Bank;
FDA, Food and Drug Administration; OMP, outer membrane proteins; PPI, protein–protein
interaction; STRING, Search Tool for the Retrieval of Interacting Genes/Proteins; PTS,
phosphotransferase system; PEP, phosphoenolpyruvate; ddl, D-alanyl-alanine synthetase
A; 3D, three dimensional.
⁎ Corresponding author.
E-mail address: anayet_johny@yahoo.com (M.A. Hasan).
http://dx.doi.org/10.1016/j.gene.2015.08.044
0378-1119/© 2015 Elsevier B.V. All rights reserved.
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