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TcruziDB: an integrated, post-genomics community resource for Trypanosoma cruzi
Instituto de Investigaciones Biotecnológicas, Universidad de San Martín San Martín, B 1650 KNA, Buenos Aires, Argentina 1Center for Tropical and Emerging Global Diseases, University of Georgia Athens, GA 30602-2606, USA 2Department of Computer Science, University of Georgia GA, USA 3Department of Genetics, University of Georgia Athens, GA 30602-7223, USA
*To whom correspondence should be addressed. Tel: +1 706 542 6562; Fax: +1 706 542 3910; Email: jkissing{at}uga.edu.
Received September 15, 2005. Revised October 17, 2005. Accepted October 17, 2005.
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ABSTRACT |
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 TOP ABSTRACT INTRODUCTIONDATA INVENTORY UPDATESSYSTEM DESIGN AND IMPLEMENTATIONANALYSIS TOOLSFUTURE PLANSREFERENCES |
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TcruziDB (http://TcruziDB.org) is an integrated post-genomics database for the parasitic organism, Trypanosoma cruzi, the causative agent of Chagas' disease. TcruziDB was established in 2003 as a flat-file database with tools for mining the unannotated sequence reads and preliminary contig assemblies emerging from the Tri-Tryp genome consortium (TIGR/SBRI/Karolinska). Today, TcruziDB houses the recently published assembled genomic contigs and annotation provided by the genome consortium in a relational database supported by the Genomics Unified Schema (GUS) architecture. The combination of an annotated genome and a relational architecture has facilitated the integration of genomic data with expression data (proteomic and EST) and permitted the construction of automated analysis pipelines. TcruziDB has accepted, and will continue to accept the deposition of genomic and functional genomic datasets contributed by the research community.
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INTRODUCTION |
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TOPABSTRACTINTRODUCTIONDATA INVENTORY UPDATESSYSTEM DESIGN AND IMPLEMENTATIONANALYSIS TOOLSFUTURE PLANSREFERENCES |
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Trypanosoma cruzi is the causative agent of American Trypanosomiasis (Chagas' Disease), for which there is no definitive chemotherapeutic treatment. The parasite has a complex life cycle, with four main stages occurring in two hosts. In the insect host, T.cruzi is found in the form of epimastigotes and metacyclic trypomastigotes. In the vertebrate host, it is found in the form of bloodstream trypomastigotes and intracellular amastigotes. Based on a number of polymorphic markers, it has been shown that T.cruzi strains can be classified into two defined subgroups, Tcruzi I and II. Furthermore, strains that belong to the Tcruzi II group are more heterogeneous and can be further separated into distinct subgroups ranging from IIa to IIe.
The T.cruzi genome sequence was generated using a whole-genome shotgun (WGS) approach. The sequence generation, assembly and annotation were performed by researchers that are part of an international consortium, the TSK-TSC, comprised of The Institute for Genomic Research (TIGR, USA), the Seattle Biomedical Research Institute (SBRI, USA) and the Karolinska Institute (KI, Sweden) (1). The sequenced strain, CL-Brener, is a hybrid derived from an ancient hybridization event between parental Tcruzi IIb and IIc subgroups (1). The current T.cruzi genome assembly consists of 32 746 contigs totaling 
89 Mb. Of these, 4008 contigs represent the majority of the coding portion of the genome, the remaining contigs represent smaller regions primarily consisting of repeat regions. Annotation for the 4008 contigs provided by the TSK-TSC (1) is represented in TcruziDB. The remaining contig sequences were not annotated, but they are available for searches within the database.
TcruziDB was established before the genome sequencing project was completed to serve as a resource for the research community (2). In 2003, TcruziDB provided access to unassembled shotgun reads and preliminary contig assemblies. Since that time, the genome sequence has been published (1) together with a whole-genome proteomic analysis covering the four main life cycle stages of the parasite (3). Also during this period, new EST sequences were deposited in GenBank, adding EST coverage to the two life-cycle stages that occur in the mammalian host (4,5).
In this paper, we report on the status of TcruziDB, and highlight new database architectural features and datasets that have been added by the genome consortium and the T.cruzi research community.
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DATA INVENTORY UPDATES |
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TOPABSTRACTINTRODUCTIONDATA INVENTORY UPDATESSYSTEM DESIGN AND IMPLEMENTATIONANALYSIS TOOLSFUTURE PLANSREFERENCES |
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Version 4.0 of TcruziDB, released in July 2005, contained the recently published genome sequence and annotation of T.cruzi strain CL-Brener (1) as submitted by the sequencing consortium (TSK-TSC Genome Release v5.0) together with proteomic data contributed by Dr R. Tarleton (3) and EST data available in public repositories, Table 1. The annotated genome sequence data consists of 32 746 contigs, 4008 of which contain coding regions that were annotated. In the 5.0 TSK-TSC genome sequence release, 19 613 protein coding sequences and 3603 pseudogenes were predicted and all are represented within TcruziDB.
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A dataset representing whole-organism proteolytic peptides was deposited in TcruziDB by members of the T.cruzi research community. This peptide dataset was updated in TcruziDB version 4.0 following the publication of the annotated genome (3). The peptides obtained from metacyclic trypomastigotes (CL strain) and amastigotes, trypomastigotes and epimastigotes (Brazil strain) were separated by multidimensional liquid chromatography and analyzed by tandem mass spectrometry (LC-MS/MS): 139 147 high mass accuracy tandem mass spectra from this analysis were matched with a confidence of >99% to 2755 proteins in the annotated T.cruzi genome (3). Pre-computed datasets organized by life-cycle stage are available for viewing and download (Figure 1D).
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Version 4.1 of TcruziDB, released in September 2005, represents an update that adds available EST data (Table 1) to TcruziDB: 13 968 EST sequences were obtained from the NCBI GenBank (6). In the majority of the cases individual analyses of these datasets have been published (4,5,7–10). In previous versions of TcruziDB, EST data obtained from NCBI were available for download and sequence similarity searches, but they were not integrated with available genome data. Now, ESTs are clustered into RNA transcripts (assemblies) and mapped against the genome. Also, based on the addition of ESTs derived from directionally cloned, spliced-leader based cDNA libraries (5), we were also able to map the T.cruzi miniexon sequence onto the EST assemblies (Table 1).
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SYSTEM DESIGN AND IMPLEMENTATION |
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TOPABSTRACTINTRODUCTIONDATA INVENTORY UPDATESSYSTEM DESIGN AND IMPLEMENTATIONANALYSIS TOOLSFUTURE PLANSREFERENCES |
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TcruziDB was migrated from a flat-file database to a relational database structure beginning with release 3.0 of the database. The relational schema that has been employed is version 3.x of the Genomics Unified Schema, GUS (http://gusDB.org) (11) and our database management system is Oracle version10g. The Web interface to the database is produced via a Java servlet. A new home page for the database was designed to include ‘one click’ access to the most commonly used features of the database. In addition to the relational database, several additional applications are provided such as BLAST and a variety of custom PERL scripts to facilitate data mining and text searches.
Beginning with TcruziDB release 4.0, a community comment field has been added to the database. Users with additional information on the annotation, function or properties of a predicted gene or feature of the genome sequence are encouraged to submit their comments to the database via email to help{at}tcruzidb.org. Comments, with author attribution, will be posted in the community comment field.
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ANALYSIS TOOLS |
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TOPABSTRACTINTRODUCTIONDATA INVENTORY UPDATESSYSTEM DESIGN AND IMPLEMENTATIONANALYSIS TOOLSFUTURE PLANSREFERENCES |
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The migration of the database to a relational architecture combined with the deposition of new genomic and functional genomic datasets has greatly expanded the types of analyses that can be performed. Queries of annotated features are now available including searches by gene name, gene location, gene type (protein coding, pseudogene, rRNA, slRNA, snRNA and tRNA) and key word descriptions, e.g. ‘mucin’. Users can view the genomic context of both genes and contigs (Figure 1B) and these sequences can be retrieved with either feature IDs (e.g. 2383.t00001) or locus tags (e.g. Tc00.1047053439653.10). To facilitate internet navigation by users, a direct link from each annotated gene page in TcruziBD to the same gene as represented in GeneDB (12) is provided.
The integration of proteomic and EST datasets in TcruziDB permits users to construct combined queries for T.cruzi genes based on the available evidence of expression, both at the RNA and protein levels. This is particularly important for T.cruzi, but also for other trypanosomatid genomes (for which proteomic and EST data are lacking or limited) since only 50% of the predicted protein coding genes have been assigned a putative function. The integration of these functional analysis datasets with the genome annotation permits users to decide if a hypothetical protein encoding gene prediction can be now called a real protein (although perhaps still of unknown function), and at the same time provides information on developmental expression of the transcript and/or protein. Links to a detailed report of the analysis data is available for each gene having expression evidence.
The queries for both types of expression data are based on the mapping of either proteomic data [as described in (3)] or EST assemblies [as described in (13)] against the genome, and can be modified to select for proteins and/or genes that are expressed in different life cycle stages of T.cruzi. In the case of proteomic data, users can additionally adjust their queries to select cases of proteins showing (i) a specified minimum coverage of the sequence with peptide mass-spectrometry data, (ii) a minimum number of peptide spectra that should match the protein and (iii) a minimum number of high-quality peptide spectra being matched (Figure 1A).
EST queries permit users to select for ESTs showing (i) a user-specified length of sequence overlap between annotated gene features and EST sequences, (ii) a specified minimum length of EST sequence that is required to be aligned to the genome and (iii) expression during a particular lifecycle stage. Also, new queries have been implemented to let users search for genes with experimental evidence of trans-splicing, based on the mapping of EST assemblies onto the genome and the presence of the T.cruzi spliced leader (miniexon) on these transcripts. EST assemblies can be viewed graphically with splice-leader and/or SNPs indicated if present (Figure 1C).
In addition to the new query functions described above, traditional analysis tools such as BLAST, user-defined protein motif searches and text searching are provided.
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FUTURE PLANS |
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TOPABSTRACTINTRODUCTIONDATA INVENTORY UPDATESSYSTEM DESIGN AND IMPLEMENTATIONANALYSIS TOOLSFUTURE PLANSREFERENCES |
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For the T.cruzi research community, the challenge now lies in turning the wealth of data already available into potential molecular drug and diagnostic markers. Both the new features described herein and the planned additions and improvements are focused to maintain TcruziDB as an integral bioinformatics analysis platform for the trypanosomatid research community.
TcruziDB will be migrated to the most recent version of GUS, ver. 3.5, and a new Web front-end will be installed using the recently released Web Development Kit (WDK) (http://gusdb.org). This infrastructure enhancement will greatly improve our database regeneration time and thus reduce the time needed between database updates. Database update cycles will be improved greatly by the implementation of new automated pipelines for the routine population of the database and common analyses such as BLAST comparisons and the identification of protein features such as signal peptides, GPI-anchors, transmembrane domains and protein motifs. As new data are deposited by the community into the database, they will be added to the analysis pipeline, integrated with existing data and presented to the community as rapidly as possible.
Given the availability of two other kinetoplastid genome sequences, Trypanosoma brucei (14) and Leishmania major (15), analyses of orthologous gene relationships and hyperlinks between the several existing database resources, TcruziDB and GeneDB (12) are important for researchers. Currently, TcruziDB provides direct gene-to-gene hyperlinks to GeneDB. Orthologous genes as determined by the sequencing consortium are currently provided on gene pages at GeneDB. We will be adding an additional link from the TcruziDB gene pages to the OrthoMCL—orthologous gene database (this issue). This database contains orthologous gene determinations for 55 organisms, representing all domains of life, including T.cruzi and the other kinetoplastid organisms.
One of the largest future challenges facing the database and the T.cruzi research community is the representation and characterization of T.cruzi haplotype information. Towards this end, we will be adding the increasing wealth of data that are available for the T.cruzi Esmeraldo strain and add haplotype designations to existing sequence data as they are determined by the sequencing consortium and the T.cruzi research community.
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ACKNOWLEDGEMENTS |
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We would like to thank Mark Heiges for valuable assistance and the Trypanosoma cruzi research community for their continued support and encouragement. Funding for this project was provided by an American Heart Association award to J.C.K. F.A. was supported by the Biotechnology for Latin America and the Caribbean Programme (United Nations University) and the National Agency for the Promotion of Science and Technology (PICT 01-10819, Argentina). D.B.W. was supported by NIH grant PO-AI44979 to R. Tarleton. Funding to pay the Open Access publication charges for this article was provided by American Heart Association award 0330338N.
Conflict of interest statement. None declared.
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