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Distinct Strains of Toxoplasma gondii Feature Divergent Transcriptomes Regardless of Developmental Stage

Journal Article · · PLoS ONE

Using high through-put RNA sequencing, we assayed the transcriptomes of three different strains of Toxoplasma gondii representing three common genotypes under both in vitro tachyzoite and in vitro bradyzoite-inducing alkaline stress culture conditions. Strikingly, the differences in transcriptional profiles between the strains, RH, PLK, and CTG, is much greater than differences between tachyzoites and alkaline stressed in vitro bradyzoites. With an FDR of 10%, we identify 241 genes differentially expressed between CTG tachyzoites and in vitro bradyzoites, including 5 putative AP2 transcription factors. We also observe close association between cell cycle regulated genes and differentiation. By Gene Set Enrichment Analysis (GSEA), there are a number of KEGG pathways associated with the in vitro bradyzoite transcriptomes of PLK and CTG, including pyrimidine metabolism and DNA replication. These functions are likely associated with cell-cycle arrest. When comparing mRNA levels between strains, we identify 1,526 genes that are differentially expressed regardless of culture-condition as well as 846 differentially expressed only in bradyzoites and 542 differentially expressed only in tachyzoites between at least two strains. Using GSEA, we identify ribosomal proteins as being expressed at significantly higher levels in the CTG strain than in either the RH or PLK strains. This association holds true regardless of life cycle stage.

Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (US), Environmental Molecular Sciences Laboratory (EMSL)
Sponsoring Organization:
USDOE
Grant/Contract Number:
AC05-76RL01830
OSTI ID:
1188915
Report Number(s):
PNNL-SA-104591; 40070; KP1704020
Journal Information:
PLoS ONE, Journal Name: PLoS ONE Journal Issue: 11 Vol. 9; ISSN 1932-6203
Publisher:
Public Library of ScienceCopyright Statement
Country of Publication:
United States
Language:
English

References (37)

GCN2-like eIF2α kinase manages the amino acid starvation response in Toxoplasma gondii journal February 2014
Toxoplasma: the next 100years journal July 2008
A change in the premitotic period of the cell cycle is associated with bradyzoite differentiation in Toxoplasma gondii journal October 2003
A cascade of DNA-binding proteins for sexual commitment and development in Plasmodium journal February 2014
Application of a priori established gene sets to discover biologically important differential expression in microarray data journal October 2005
Virulence differences in Toxoplasma mediated by amplification of a family of polymorphic pseudokinases journal May 2011
ApiAP2 transcription factor restricts development of the Toxoplasma tissue cyst journal April 2013
edgeR: a Bioconductor package for differential expression analysis of digital gene expression data journal November 2009
BEDTools: a flexible suite of utilities for comparing genomic features journal January 2010
Composite genome map and recombination parameters derived from three archetypal lineages of Toxoplasma gondii journal May 2005
ToxoDB: an integrated Toxoplasma gondii database resource journal December 2007
Library of Apicomplexan Metabolic Pathways: a manually curated database for metabolic pathways of apicomplexan parasites journal November 2012
Genetic diversity of Toxoplasma gondii in animals and humans journal September 2009
The transcription of bradyzoite genes in Toxoplasma gondii is controlled by autonomous promoter elements journal June 2008
Transcription factor AP2-Sp and its target genes in malarial sporozoites journal February 2010
The Toxoplasma nuclear factor TgAP2XI-4 controls bradyzoite gene expression and cyst formation: A novel Toxoplasma nuclear regulator journal December 2012
A Monomorphic Haplotype of Chromosome Ia Is Associated with Widespread Success in Clonal and Nonclonal Populations of Toxoplasma gondii journal November 2011
Toxoplasma gondii merozoite gene expression analysis with comparison to the life cycle discloses a unique expression state during enteric development journal January 2014
The Construction and Use of Log-Odds Substitution Scores for Multiple Sequence Alignment journal July 2010
Coordinated Progression through Two Subtranscriptomes Underlies the Tachyzoite Cycle of Toxoplasma gondii journal August 2010
T. gondii RP Promoters & Knockdown Reveal Molecular Pathways Associated with Proliferation and Cell-Cycle Arrest journal November 2010
Genomic Data Reveal Toxoplasma gondii Differentiation Mutants Are Also Impaired with Respect to Switching into a Novel Extracellular Tachyzoite State journal December 2010
limma: Linear Models for Microarray Data book January 2005
Bradyzoite Development book January 2014
A change in the premitotic period of the cell cycle is associated with bradyzoite differentiation in Toxoplasma gondii journal October 2003
Mapping and quantifying mammalian transcriptomes by RNA-Seq journal May 2008
Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles journal September 2005
Polymorphic family of injected pseudokinases is paramount in Toxoplasma virulence journal March 2011
TopHat: discovering splice junctions with RNA-Seq journal March 2009
Discovery of the principal specific transcription factors of Apicomplexa and their implication for the evolution of the AP2-integrase DNA binding domains journal July 2005
KEGG for integration and interpretation of large-scale molecular data sets journal November 2011
T oxoplasma development - turn the switch on or off?: Tachyzoite control of development journal February 2014
Identification of a transcription factor in the mosquito-invasive stage of malaria parasites journal March 2009
Recent Expansion of Toxoplasma Through Enhanced Oral Transmission journal January 2003
A Monomorphic Haplotype of Chromosome Ia Is Associated with Widespread Success in Clonal and Nonclonal Populations of Toxoplasma gondii journal November 2011
Gene Set Enrichment Analysis (GSEA) of Toxoplasma gondii expression datasets links cell cycle progression and the bradyzoite developmental program journal January 2014
Identification of an AP2-family Protein That Is Critical for Malaria Liver Stage Development journal November 2012

Cited By (9)

Gene target discovery with network analysis in Toxoplasma gondii journal August 2018
ApiAP2 Transcription Factors in Apicomplexan Parasites journal April 2019
A latent ability to persist: differentiation in Toxoplasma gondii journal March 2018
Sexual development in Plasmodium parasites: knowing when it's time to commit journal August 2015
Gene target discovery with network analysis in Toxoplasma gondii journal January 2019
Opposing transcriptional mechanisms regulate Toxoplasma development journal December 2016
Opposing Transcriptional Mechanisms Regulate Toxoplasma Development journal February 2017
Label-Free Quantitative Acetylome Analysis Reveals Toxoplasma gondii Genotype-Specific Acetylomic Signatures journal October 2019
Dissection of the in vitro developmental program of Hammondia hammondi reveals a link between stress sensitivity and life cycle flexibility in Toxoplasma gondii journal May 2018

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