A Comparative Chemogenomics Strategy to Predict Potential Drug Targets in the Metazoan Pathogen, Schistosoma mansoni

被引:76
作者
Caffrey, Conor R. [1 ]
Rohwer, Andreas [2 ]
Oellien, Frank [2 ]
Marhoefer, Richard J. [2 ]
Braschi, Simon [1 ]
Oliveira, Guilherme [3 ]
McKerrow, James H. [1 ]
Selzer, Paul M. [2 ]
机构
[1] Univ Calif San Francisco, Sandler Ctr Basic Res Parasit Dis, Calif Inst Quantitat Biosci, San Francisco, CA 94143 USA
[2] BioChemInformat, Intervet Innovat GmbH, Schwabenheim, Germany
[3] Fundacao Oswaldo Cruz, Ctr Pesquisas Rene Rachou, Lab Cellular & Mol Parasitol, Belo Horizonte, MG, Brazil
来源
PLOS ONE | 2009年 / 4卷 / 02期
关键词
D O I
10.1371/journal.pone.0004413
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Schistosomiasis is a prevalent and chronic helmintic disease in tropical regions. Treatment and control relies on chemotherapy with just one drug, praziquantel and this reliance is of concern should clinically relevant drug resistance emerge and spread. Therefore, to identify potential target proteins for new avenues of drug discovery we have taken a comparative chemogenomics approach utilizing the putative proteome of Schistosoma mansoni compared to the proteomes of two model organisms, the nematode, Caenorhabditis elegans and the fruitfly, Drosophila melanogaster. Using the genome comparison software Genlight, two separate in silico workflows were implemented to derive a set of parasite proteins for which gene disruption of the orthologs in both the model organisms yielded deleterious phenotypes ( e. g., lethal, impairment of motility), i.e., are essential genes/proteins. Of the 67 and 68 sequences generated for each workflow, 63 were identical in both sets, leading to a final set of 72 parasite proteins. All but one of these were expressed in the relevant developmental stages of the parasite infecting humans. Subsequent in depth manual curation of the combined workflow output revealed 57 candidate proteins. Scrutiny of these for 'druggable' protein homologs in the literature identified 35 S. mansoni sequences, 18 of which were homologous to proteins with 3D structures including co-crystallized ligands that will allow further structure-based drug design studies. The comparative chemogenomics strategy presented generates a tractable set of S. mansoni proteins for experimental validation as drug targets against this insidious human pathogen.
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页数:7
相关论文
共 57 条
[1]   Schistosomiasis mansoni: Novel chemotherapy using a cysteine protease inhibitor [J].
Abdulla, Maha-Hamadien ;
Lim, Kee-Chong ;
Sajid, Mohammed ;
McKerrow, James H. ;
Caffrey, Conor R. .
PLOS MEDICINE, 2007, 4 (01) :130-138
[2]   Gapped BLAST and PSI-BLAST: a new generation of protein database search programs [J].
Altschul, SF ;
Madden, TL ;
Schaffer, AA ;
Zhang, JH ;
Zhang, Z ;
Miller, W ;
Lipman, DJ .
NUCLEIC ACIDS RESEARCH, 1997, 25 (17) :3389-3402
[3]   BASIC LOCAL ALIGNMENT SEARCH TOOL [J].
ALTSCHUL, SF ;
GISH, W ;
MILLER, W ;
MYERS, EW ;
LIPMAN, DJ .
JOURNAL OF MOLECULAR BIOLOGY, 1990, 215 (03) :403-410
[4]   The anti-schistosomal drug praziquantel is an adenosine antagonist [J].
Angelucci, F. ;
Basso, A. ;
Bellelli, A. ;
Brunori, M. ;
Mattoccia, L. Pica ;
Valle, C. .
PARASITOLOGY, 2007, 134 :1215-1221
[5]  
[Anonymous], OMIM ONLINE MENDELIA
[6]  
[Anonymous], PDB (Protein Data Bank) is a crystallographic database for the three-dimensional structural data of large biological molecules, such as proteins and nucleic acids
[7]  
BECKSTETTE M, 2004, J INTEGRATIVE BIOINF, V1
[8]   Praziquantel resistance [J].
Botros, Sanaa S. ;
Bennett, James L. .
EXPERT OPINION ON DRUG DISCOVERY, 2007, 2 :S35-S40
[9]   Chemotherapy of schistosomiasis: present and future [J].
Caffrey, Conor R. .
CURRENT OPINION IN CHEMICAL BIOLOGY, 2007, 11 (04) :433-439
[10]   Inhibitors of Plasmodium falciparum methionine aminopeptidase 1b possess antimalarial activity [J].
Chen, Xiaochun ;
Chong, Curtis R. ;
Shi, Lirong ;
Yoshimoto, Tadashi ;
Sullivan, David J., Jr. ;
Liu, Jun O. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (39) :14548-14553