Resistance related metabolic pathways for drug target identification in Mycobacterium tuberculosis

被引:17
作者
Cloete, Ruben [1 ]
Oppon, Ekow [1 ]
Murungi, Edwin [1 ,4 ]
Schubert, Wolf-Dieter [2 ,3 ]
Christoffels, Alan [1 ]
机构
[1] Univ Western Cape, South African Natl Bioinformat Inst, South African Med Res Council Bioinformat Unit, ZA-7535 Bellville, South Africa
[2] Univ Western Cape, Dept Biotechnol, ZA-7535 Bellville, South Africa
[3] Univ Pretoria, Dept Biochem, ZA-0002 Pretoria, South Africa
[4] Egerton Univ, Dept Biochem, Njoro, Kenya
来源
BMC BIOINFORMATICS | 2016年 / 17卷
基金
英国医学研究理事会; 新加坡国家研究基金会;
关键词
3-DIMENSIONAL STRUCTURES; KINASE; GENES; PYRAZINAMIDE; RECOGNITION; MUTATIONS; EFFICIENT; DOCKING; GROWTH; ERRORS;
D O I
10.1186/s12859-016-0898-8
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Background: Increasing resistance to anti-tuberculosis drugs has driven the need for developing new drugs. Resources such as the tropical disease research (TDR) target database and AssessDrugTarget can help to prioritize putative drug targets. Hower, these resources do not necessarily map to metabolic pathways and the targets are not involved in dormancy. In this study, we specifically identify drug resistance pathways to allow known drug resistant mutations in one target to be offset by inhibiting another enzyme of the same metabolic pathway. One of the putative targets, Rv1712, was analysed by modelling its three dimensional structure and docking potential inhibitors. Results: We mapped 18 TB drug resistance gene products to 15 metabolic pathways critical for mycobacterial growth and latent TB by screening publicly available microarray data. Nine putative targets, Rv1712, Rv2984, Rv2194, Rv1311, Rv1305, Rv2195, Rv1622c, Rv1456c and Rv2421c, were found to be essential, to lack a close human homolog, and to share >67 % sequence identity and >87 % query coverage with mycobacterial orthologs. A structural model was generated for Rv1712, subjected to molecular dynamic simulation, and identified 10 compounds with affinities better than that for the ligand cytidine-5'-monophosphate (C5P). Each compound formed more interactions with the protein than C5P. Conclusions: We focused on metabolic pathways associated with bacterial drug resistance and proteins unique to pathogenic bacteria to identify novel putative drug targets. The ten compounds identified in this study should be considered for experimental studies to validate their potential as inhibitors of Rv1712.
引用
收藏
页数:10
相关论文
共 51 条
  • [1] Genomic-scale prioritization of drug targets: the TDR Targets database
    Agueero, Fernan
    Al-Lazikani, Bissan
    Aslett, Martin
    Berriman, Matthew
    Buckner, Frederick S.
    Campbell, Robert K.
    Carmona, Santiago
    Carruthers, Ian M.
    Chan, A. W. Edith
    Chen, Feng
    Crowther, Gregory J.
    Doyle, Maria A.
    Hertz-Fowler, Christiane
    Hopkins, Andrew L.
    McAllister, Gregg
    Nwaka, Solomon
    Overington, John P.
    Pain, Arnab
    Paolini, Gala V.
    Pieper, Ursula
    Ralph, Stuart A.
    Riechers, Aaron
    Roos, David S.
    Sali, Andrej
    Shanmugam, Dhanasekaran
    Suzuki, Takashi
    Van Voorhis, Wesley C.
    Verlinde, Christophe L. M. J.
    [J]. NATURE REVIEWS DRUG DISCOVERY, 2008, 7 (11) : 900 - 907
  • [2] BASIC LOCAL ALIGNMENT SEARCH TOOL
    ALTSCHUL, SF
    GISH, W
    MILLER, W
    MYERS, EW
    LIPMAN, DJ
    [J]. JOURNAL OF MOLECULAR BIOLOGY, 1990, 215 (03) : 403 - 410
  • [3] Potential drug targets in Mycobacterium tuberculosis through metabolic pathway analysis
    Anishetty, S
    Pulimi, M
    Pennathur, G
    [J]. COMPUTATIONAL BIOLOGY AND CHEMISTRY, 2005, 29 (05) : 368 - 378
  • [4] [Anonymous], 2013, EUROSURVEILLANCE
  • [5] [Anonymous], PYMOL MOL GRAPH SYST
  • [6] [Anonymous], MYC TUB COMP SEQ PRO
  • [7] PROTEIN DATA BANK - COMPUTER-BASED ARCHIVAL FILE FOR MACROMOLECULAR STRUCTURES
    BERNSTEIN, FC
    KOETZLE, TF
    WILLIAMS, GJB
    MEYER, EF
    BRICE, MD
    RODGERS, JR
    KENNARD, O
    SHIMANOUCHI, T
    TASUMI, M
    [J]. JOURNAL OF MOLECULAR BIOLOGY, 1977, 112 (03) : 535 - 542
  • [8] Druggable Targets and Targeted Drugs: Enhancing the Development of New Therapeutics
    Billingsley, Melvin L.
    [J]. PHARMACOLOGY, 2008, 82 (04) : 239 - 244
  • [9] Molecular modeling and dynamics studies of cytidylate kinase from Mycobacterium tuberculosis H37Rv
    Caceres, Rafael Andrade
    Saraiva Macedo Timmers, Luis Fernando
    Vivan, Ana Luiza
    Schneider, Cristopher Zandon
    Basso, Luiz Augusto
    De Azevedo, Walter Filgueira, Jr.
    Santos, Diogenes Santiago
    [J]. JOURNAL OF MOLECULAR MODELING, 2008, 14 (05) : 427 - 434
  • [10] Structural mechanism for rifampicin inhibition of bacterial RNA polymerase
    Campbell, EA
    Korzheva, N
    Mustaev, A
    Murakami, K
    Nair, S
    Goldfarb, A
    Darst, SA
    [J]. CELL, 2001, 104 (06) : 901 - 912