Schistosoma mansoni Egg, Adult Male and Female Comparative Gene Expression Analysis and Identification of Novel Genes by RNA-Seq

被引:59
作者
Anderson, Leticia [1 ]
Amaral, Murilo S. [1 ,2 ]
Beckedorff, Felipe [1 ]
Silva, Lucas F. [1 ]
Dazzani, Bianca [1 ]
Oliveira, Katia C. [3 ]
Almeida, Giulliana T. [1 ]
Gomes, Monete R. [1 ]
Pires, David S. [1 ,2 ]
Setubal, Joao C. [1 ,4 ]
DeMarco, Ricardo [5 ]
Verjovski-Almeida, Sergio [1 ,2 ]
机构
[1] Univ Sao Paulo, Inst Quim, Dept Bioquim, BR-01498 Sao Paulo, Brazil
[2] Inst Butantan, Sao Paulo, SP, Brazil
[3] Adolfo Lutz Inst, Ctr Parasitol & Micol, Nucl Enteroparasitas, Sao Paulo, SP, Brazil
[4] Virginia Polytech Inst & State Univ, Virginia Bioinformat Inst, Blacksburg, VA 24061 USA
[5] Univ Sao Paulo, Inst Fis Sao Carlos, Sao Carlos, SP, Brazil
基金
巴西圣保罗研究基金会;
关键词
TRANSCRIPTOME ANALYSIS; DIFFERENTIAL GENE; QUALITY-CONTROL; NONCODING RNAS; PROTEIN; GENOME; MICROARRAY; RETROTRANSPOSONS; CHAPERONES; DATABASE;
D O I
10.1371/journal.pntd.0004334
中图分类号
R51 [传染病];
学科分类号
100401 ;
摘要
Background Schistosomiasis is one of the most prevalent parasitic diseases worldwide and is a public health problem. Schistosoma mansoni is the most widespread species responsible for schistosomiasis in the Americas, Middle East and Africa. Adult female worms (mated to males) release eggs in the hepatic portal vasculature and are the principal cause of morbidity. Comparative separate transcriptomes of female and male adult worms were previously assessed with using microarrays and Serial Analysis of Gene Expression (SAGE), thus limiting the possibility of finding novel genes. Moreover, the egg transcriptome was analyzed only once with limited bacterially cloned cDNA libraries. Methodology/Principal findings To compare the gene expression of S. mansoni eggs, females, and males, we performed RNA-Seq on these three parasite forms using 454/Roche technology and reconstructed the transcriptome using Trinity de novo assembly. The resulting contigs were mapped to the genome and were cross-referenced with predicted Smp genes and H3K4me3 ChIP-Seq public data. For the first time, we obtained separate, unbiased gene expression profiles for S. mansoni eggs and female and male adult worms, identifying enriched biological processes and specific enriched functions for each of the three parasite forms. Transcripts with no match to predicted genes were analyzed for their protein-coding potential and the presence of an encoded conserved protein domain. A set of 232 novel protein-coding genes with putative functions related to reproduction, metabolism, and cell biogenesis was detected, which contributes to the understanding of parasite biology. Conclusions/Significance Large-scale RNA-Seq analysis using de novo assembly associated with genome-wide information for histone marks in the vicinity of gene models constitutes a new approach to transcriptome analysis that has not yet been explored in schistosomes. Importantly, all data have been consolidated into a UCSC Genome Browser search-and download-tool (http://schistosoma.usp.br/). This database provides new ways to explore the schistosome genome and transcriptome and will facilitate molecular research on this important parasite.
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页数:26
相关论文
共 78 条
[1]   Exploring the Schistosoma mansoni adult male transcriptome using RNA-seq [J].
Almeida, Giulliana Tessarin ;
Amaral, Murilo Sena ;
Ferrarezi Beckedorff, Felipe Cesar ;
Kitajima, Joao Paulo ;
DeMarco, Ricardo ;
Verjovski-Almeida, Sergio .
EXPERIMENTAL PARASITOLOGY, 2012, 132 (01) :22-31
[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]  
[Anonymous], CURR PROTOC BIOINFOR
[4]   Ontologizer 2.0 - a multifunctional tool for GO term enrichment analysis and data exploration [J].
Bauer, Sebastian ;
Grossmann, Steffen ;
Vingron, Martin ;
Robinson, Peter N. .
BIOINFORMATICS, 2008, 24 (14) :1650-1651
[5]   Long non-coding RNAs and their implications in cancer epigenetics [J].
Beckedorff, Felipe C. ;
Amaral, Murilo Sena ;
Deocesano-Pereira, Carlos ;
Verjovski-Almeida, Sergio .
BIOSCIENCE REPORTS, 2013, 33 :667-675
[6]   The vitamin K-dependent carboxylase [J].
Berkner, KL .
ANNUAL REVIEW OF NUTRITION, 2005, 25 :127-149
[7]   The genome of the blood fluke Schistosoma mansoni [J].
Berriman, Matthew ;
Haas, Brian J. ;
LoVerde, Philip T. ;
Wilson, R. Alan ;
Dillon, Gary P. ;
Cerqueira, Gustavo C. ;
Mashiyama, Susan T. ;
Al-Lazikani, Bissan ;
Andrade, Luiza F. ;
Ashton, Peter D. ;
Aslett, Martin A. ;
Bartholomeu, Daniella C. ;
Blandin, Gaelle ;
Caffrey, Conor R. ;
Coghlan, Avril ;
Coulson, Richard ;
Day, Tim A. ;
Delcher, Art ;
DeMarco, Ricardo ;
Djikeng, Appolinaire ;
Eyre, Tina ;
Gamble, John A. ;
Ghedin, Elodie ;
Gu, Yong ;
Hertz-Fowler, Christiane ;
Hirai, Hirohisha ;
Hirai, Yuriko ;
Houston, Robin ;
Ivens, Alasdair ;
Johnston, David A. ;
Lacerda, Daniela ;
Macedo, Camila D. ;
McVeigh, Paul ;
Ning, Zemin ;
Oliveira, Guilherme ;
Overington, John P. ;
Parkhill, Julian ;
Pertea, Mihaela ;
Pierce, Raymond J. ;
Protasio, Anna V. ;
Quail, Michael A. ;
Rajandream, Marie-Adele ;
Rogers, Jane ;
Sajid, Mohammed ;
Salzberg, Steven L. ;
Stanke, Mario ;
Tivey, Adrian R. ;
White, Owen ;
Williams, David L. ;
Wortman, Jennifer .
NATURE, 2009, 460 (7253) :352-U65
[8]  
Brindley PJ, 2005, WORLD CL PARASITES, V10, P13
[9]   Enzymatic Shaving of the Tegument Surface of Live Schistosomes for Proteomic Analysis: A Rational Approach to Select Vaccine Candidates [J].
Castro-Borges, William ;
Dowle, Adam ;
Curwen, Rachel S. ;
Thomas-Oates, Jane ;
Wilson, R. Alan .
PLOS NEGLECTED TROPICAL DISEASES, 2011, 5 (03)
[10]   SCHISTOSOMA-MANSONI P48 EGGSHELL PROTEIN GENE - CHARACTERIZATION, DEVELOPMENTALLY REGULATED EXPRESSION AND COMPARISON TO THE P14 EGGSHELL PROTEIN GENE [J].
CHEN, LL ;
REKOSH, DM ;
LOVERDE, PT .
MOLECULAR AND BIOCHEMICAL PARASITOLOGY, 1992, 52 (01) :39-52