Comparative studies of Toxoplasma gondii transcriptomes: insights into stage conversion based on gene expression profiling and alternative splicing

Abstract Background Toxoplasma gondii is one of the most important apicomplexan parasites and infects one-third of the human population worldwide. Transformation between the tachyzoite and bradyzoite stages in the intermediate host is central to chronic infection and life-long risk. There have been...

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Main Authors: Long-Fei Chen, Xiao-Long Han, Fen-Xiang Li, Yun-Ying Yao, Jin-Ping Fang, Xiao-Ju Liu, Xiao-Cong Li, Kun Wu, Min Liu, Xiao-Guang Chen
Format: Article
Language:English
Published: BMC 2018-07-01
Series:Parasites & Vectors
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13071-018-2983-5
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spelling doaj-e3e187e1f0ef4e04b2a730429451c1432020-11-25T01:21:16ZengBMCParasites & Vectors1756-33052018-07-0111111110.1186/s13071-018-2983-5Comparative studies of Toxoplasma gondii transcriptomes: insights into stage conversion based on gene expression profiling and alternative splicingLong-Fei Chen0Xiao-Long Han1Fen-Xiang Li2Yun-Ying Yao3Jin-Ping Fang4Xiao-Ju Liu5Xiao-Cong Li6Kun Wu7Min Liu8Xiao-Guang Chen9Department of Pathogen Biology, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical UniversityDepartment of Bioinformatics, School of Basic Medicine School of Basic Medicine, Southern Medical UniversityDepartment of Pathogen Biology, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical UniversityEpidemiology and Infection Control Branch, Shenzhen Guangming District Center for Disease Control and PreventionFirst Clinical Medical College, Southern Medical UniversityFirst Clinical Medical College, Southern Medical UniversityDepartment of Pathogen Biology, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical UniversityDepartment of Pathogen Biology, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical UniversityDepartment of Pathogen Biology, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical UniversityDepartment of Pathogen Biology, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical UniversityAbstract Background Toxoplasma gondii is one of the most important apicomplexan parasites and infects one-third of the human population worldwide. Transformation between the tachyzoite and bradyzoite stages in the intermediate host is central to chronic infection and life-long risk. There have been some transcriptome studies on T. gondii; however, we are still early in our understanding of the kinds and levels of gene expression that occur during the conversion between stages. Results We used high-throughput RNA-sequencing data to assemble transcripts using genome-based and de novo strategies. The expression-level analysis of 6996 T. gondii genes showed that over half (3986) were significantly differentially expressed during stage conversion, whereas 2205 genes were upregulated, and 1778 genes were downregulated in tachyzoites compared with bradyzoites. Several important gene families were expressed at relatively high levels. Comprehensive functional annotation and gene ontology analysis revealed that stress response-related genes are important for survival of bradyzoites in immune-competent hosts. We compared Trinity-based de novo and genome-based strategies, and found that the de novo assembly strategy compensated for the defects of the genome-based strategy by filtering out several transcripts with low expression or those unannotated on the genome. We also found some inaccuracies in the ToxoDB gene models. In addition, our analysis revealed that alternative splicing can be differentially regulated in response to life-cycle change. In depth analysis revealed a 20-nt, AG-rich sequence, alternative splicing locus from alt_acceptor motif search in tachyzoite. Conclusion This study represents the first large-scale effort to sequence the transcriptome of bradyzoites from T. gondii tissue cysts. Our data provide a comparative view of the tachyzoite and bradyzoite transcriptomes to allow a more complete dissection of all the molecular regulation mechanisms during stage conversions. A better understanding of the processes regulating stage conversion may guide targeted interventions to disrupt the transmission of T. gondii.http://link.springer.com/article/10.1186/s13071-018-2983-5Gene expressionRNA-seqTranscriptomemRNAsAlternative splicingToxoplasma gondii
collection DOAJ
language English
format Article
sources DOAJ
author Long-Fei Chen
Xiao-Long Han
Fen-Xiang Li
Yun-Ying Yao
Jin-Ping Fang
Xiao-Ju Liu
Xiao-Cong Li
Kun Wu
Min Liu
Xiao-Guang Chen
spellingShingle Long-Fei Chen
Xiao-Long Han
Fen-Xiang Li
Yun-Ying Yao
Jin-Ping Fang
Xiao-Ju Liu
Xiao-Cong Li
Kun Wu
Min Liu
Xiao-Guang Chen
Comparative studies of Toxoplasma gondii transcriptomes: insights into stage conversion based on gene expression profiling and alternative splicing
Parasites & Vectors
Gene expression
RNA-seq
Transcriptome
mRNAs
Alternative splicing
Toxoplasma gondii
author_facet Long-Fei Chen
Xiao-Long Han
Fen-Xiang Li
Yun-Ying Yao
Jin-Ping Fang
Xiao-Ju Liu
Xiao-Cong Li
Kun Wu
Min Liu
Xiao-Guang Chen
author_sort Long-Fei Chen
title Comparative studies of Toxoplasma gondii transcriptomes: insights into stage conversion based on gene expression profiling and alternative splicing
title_short Comparative studies of Toxoplasma gondii transcriptomes: insights into stage conversion based on gene expression profiling and alternative splicing
title_full Comparative studies of Toxoplasma gondii transcriptomes: insights into stage conversion based on gene expression profiling and alternative splicing
title_fullStr Comparative studies of Toxoplasma gondii transcriptomes: insights into stage conversion based on gene expression profiling and alternative splicing
title_full_unstemmed Comparative studies of Toxoplasma gondii transcriptomes: insights into stage conversion based on gene expression profiling and alternative splicing
title_sort comparative studies of toxoplasma gondii transcriptomes: insights into stage conversion based on gene expression profiling and alternative splicing
publisher BMC
series Parasites & Vectors
issn 1756-3305
publishDate 2018-07-01
description Abstract Background Toxoplasma gondii is one of the most important apicomplexan parasites and infects one-third of the human population worldwide. Transformation between the tachyzoite and bradyzoite stages in the intermediate host is central to chronic infection and life-long risk. There have been some transcriptome studies on T. gondii; however, we are still early in our understanding of the kinds and levels of gene expression that occur during the conversion between stages. Results We used high-throughput RNA-sequencing data to assemble transcripts using genome-based and de novo strategies. The expression-level analysis of 6996 T. gondii genes showed that over half (3986) were significantly differentially expressed during stage conversion, whereas 2205 genes were upregulated, and 1778 genes were downregulated in tachyzoites compared with bradyzoites. Several important gene families were expressed at relatively high levels. Comprehensive functional annotation and gene ontology analysis revealed that stress response-related genes are important for survival of bradyzoites in immune-competent hosts. We compared Trinity-based de novo and genome-based strategies, and found that the de novo assembly strategy compensated for the defects of the genome-based strategy by filtering out several transcripts with low expression or those unannotated on the genome. We also found some inaccuracies in the ToxoDB gene models. In addition, our analysis revealed that alternative splicing can be differentially regulated in response to life-cycle change. In depth analysis revealed a 20-nt, AG-rich sequence, alternative splicing locus from alt_acceptor motif search in tachyzoite. Conclusion This study represents the first large-scale effort to sequence the transcriptome of bradyzoites from T. gondii tissue cysts. Our data provide a comparative view of the tachyzoite and bradyzoite transcriptomes to allow a more complete dissection of all the molecular regulation mechanisms during stage conversions. A better understanding of the processes regulating stage conversion may guide targeted interventions to disrupt the transmission of T. gondii.
topic Gene expression
RNA-seq
Transcriptome
mRNAs
Alternative splicing
Toxoplasma gondii
url http://link.springer.com/article/10.1186/s13071-018-2983-5
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