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A fundamental problem in systems biology and whole genome sequence analysis is how to infer functions for the many uncharacterized proteins that are identified, whether they are conserved across organisms of different phyla or are phylum-specific. This problem is especially acute in pathogens, such as malaria parasites, where genetic and biochemical investigations are likely to be more difficult. Here we perform comparative expression analysis on Plasmodium parasite life cycle data derived from P. falciparum blood, sporozoite, zygote and ookinete stages, and P. yoelii mosquito oocyst and salivary gland sporozoites, blood and liver stages and show that type II fatty acid biosynthesis genes are upregulated in liver and insect stages relative to asexual blood stages. We also show that some universally uncharacterized genes with orthologs in Plasmodium species, Saccharomyces cerevisiae and humans show coordinated transcription patterns in large collections of human and yeast expression data and that the function of the uncharacterized genes can sometimes be predicted based on the expression patterns across these diverse organisms. We also use a comprehensive and unbiased literature mining method to predict which uncharacterized parasite-specific genes are likely to have roles in processes such as gliding motility, host-cell interactions, sporozoite stage, or rhoptry function. These analyses, together with protein-protein interaction data, provide probabilistic models that predict the function of 926 uncharacterized malaria genes and also suggest that malaria parasites may provide a simple model system for the study of some human processes. These data also provide a foundation for further studies of transcriptional regulation in malaria parasites.

A fundamental problem in systems biology and whole genome sequence analysis is how to infer functions for the many uncharacterized proteins that are identified, whether they are conserved across organisms of different phyla or are phylum-specific. This problem is especially acute in pathogens, such as malaria parasites, where genetic and biochemical investigations are likely to be more difficult. Here we perform comparative expression analysis on Plasmodium parasite life cycle data derived from P. falciparum blood, sporozoite, zygote and ookinete stages, and P. yoelii mosquito oocyst and salivary gland sporozoites, blood and liver stages and show that type II fatty acid biosynthesis genes are upregulated in liver and insect stages relative to asexual blood stages. We also show that some universally uncharacterized genes with orthologs in Plasmodium species, Saccharomyces cerevisiae and humans show coordinated transcription patterns in large collections of human and yeast expression data and that the function of the uncharacterized genes can sometimes be predicted based on the expression patterns across these diverse organisms. We also use a comprehensive and unbiased literature mining method to predict which uncharacterized parasite-specific genes are likely to have roles in processes such as gliding motility, host-cell interactions, sporozoite stage, or rhoptry function. These analyses, together with protein-protein interaction data, provide probabilistic models that predict the function of 926 uncharacterized malaria genes and also suggest that malaria parasites may provide a simple model system for the study of some human processes. These data also provide a foundation for further studies of transcriptional regulation in malaria parasites.

Ubiquitin and ubiquitin-like (Ubl) protein modifications affect protein stability, activity, and localization, but we still lack broad understanding of the functions of Ubl modifications. We have profiled the protein targets of ubiquitin and six additional Ubls in mitosis using a functional assay that utilizes active mammalian cell extracts and protein microarrays and identified 1,500 potential substrates; 80-200 protein targets were exclusive to each Ubl. The network structure is nonrandom, with most targets mapping to a single Ubl. There are distinct molecular functions for each Ubl, suggesting divergent biological roles. Analysis of differential profiles between mitosis and G1 highlighted a previously underappreciated role for the Ubl, FAT10, in mitotic regulation. In addition to its role as a resource for Ubl modifications, our study provides a systematic approach to analyze changes in posttranslational modifications at various cellular states., (Copyright © 2013 Elsevier Inc. All rights reserved.)

Plasmodium falciparum is the most virulent of the Plasmodium species infective to humans. Different P. falciparum strains vary in their dependence on erythrocyte receptors for invasion and their ability to switch in their utilization of different receptor repertoires. Members of the reticulocyte-binding protein-like (RBL) family of invasion ligands are postulated to play a central role in defining ligand-receptor interactions, known as invasion pathways. Here we report the targeted gene disruption of PfRh2b and PfRh2a in W2mef, a parasite strain that is heavily dependent on sialic-acid receptors for invasion, and show that the PfRh2b ligand is functional in this parasite background. Like the parental line, parasites lacking either PfRh2a or PfR2b can switch to a sialic acid-independent invasion pathway. However, both of the switched lines exhibit a reduced efficiency for invasion into sialic acid-depleted cells, suggesting a role for both PfRh2b and PfRh2a in invasion via sialic acid-independent receptors. We also find a strong selective pressure for the reconstitution of PfRh2b expression at the expense of PfRh2a. Our results reveal the importance of genetic background in ligand-receptor usage by P. falciparum parasites, and suggest that the co-ordinate expression of PfRh2a, PfRh2b together mediate efficient sialic acid-independent erythrocyte invasion.

The complex life cycles of many protozoan parasites require the ability to respond to environmental and developmental cues through regulated gene expression. Traditionally, parasitologists have investigated these mechanisms by identifying and characterizing proteins that are necessary for the regulated expression of the genetic material. Although often successful, it is clear that protein-mediated gene regulation is only part of a complex story in which RNA itself is endowed with regulatory functions. Herein, we review both the known and potential regulatory roles of two types of RNA pathways within protozoan parasites: the RNA interference pathway and natural antisense transcripts. A better understanding of the native role of these pathways will not only enhance our understanding of the biology of these organisms but also aid in the development of more robust tools for reverse genetic analysis in this post-genomic era.

A decline in our ability to successfully treat patients with malaria infections of the parasitic protozoan Plasmodium falciparum with cheap quinoline drugs has led to a huge escalation in morbidity and mortality in recent years. Many approaches have been taken, including classical genetics, reverse genetics and molecular epidemiology, to identify the molecular determinants underlying this resistance. The contribution of the P. falciparum multidrug resistance gene, pfmdr1, to antimalarial resistance has been a source of controversy for over a decade since it was first identified. In the current issue of Molecular Microbiology, Sidhu and colleagues use powerful reverse genetics to demonstrate the importance of commonly occurring alleles of pfmdr1 in conferring resistance to the second-line drugs quinine and sensitivity to the new alternatives mefloquine and artemisinin. They also elegantly highlight the importance of genetic background and epistasis between pfmdr1 and other potential modulators of drug resistance. Such molecular knowledge will facilitate surveillance/monitoring and aid the development of strategies for the reversal of resistance.

During the complex life cycle of Plasmodium falciparum, divided between mosquito and human hosts, the regulation of morphologic changes implies a fine control of transcriptional regulation. Transcriptional control, however, and in particular its molecular actors, transcription factors and regulatory motifs, are as yet poorly described in Plasmodium. In order to decipher the molecular mechanisms implicated in transcriptional regulation, a transcription factor belonging to the tryptophan cluster family was studied. In a previous work, the PfMyb1 protein, contained in nuclear extracts, was shown to have DNA binding activity and to interact specifically with myb regulatory elements. We used long pfmyb1 double-stranded RNA (dsRNA) to interfere with the cognate messenger expression. Parasite cultures treated with pfmyb1 dsRNA exhibited a 40% growth inhibition when compared with either untreated cultures or cultures treated with unrelated dsRNA, and parasite mortality occurred during trophozoite to schizont transition. In addition, the pfmyb1 transcript and protein decreased by as much as 80% in treated trophozoite cultures at the time of their maximum expression. The global effect of this partial loss of transcript and protein was investigated using a thematic DNA microarray encompassing genes involved in signal transduction, cell cycle and transcriptional regulation. SAM software enabled us to identify several genes that were differentially expressed and probably directly or indirectly under the control of PfMyb1. Using chromatin immuno-precipitation, we demonstrated that PfMyb1 binds, within the parasite nuclei, to several promoters and therefore participates directly in the transcriptional regulation of the corresponding genes. This study provides the first evidence of a regulation network involving a Plasmodium transcription factor.

During the complex life cycle of Plasmodium falciparum, through mosquito and human, the erythrocytic cycle is responsible for malarial disease and transmission. The regulation of events that occur during parasite development, such as proliferation and differentiation, implies a fine control of transcriptional activities that in turn governs the expression profiles of sets of genes. Pathways that underline gametocyte commitment are yet poorly understood even though kinases and transcription factors have been assumed to play a crucial role in this event. In order to understand the molecular mechanisms controlling the variation of gene expression profiles that might participate in early gametocytogenesis, the transcriptome of two clones, 3D7 and its gametocyte-less derivative F12, was compared at five time points of the erythrocytic asexual development. We have used a thematic DNA microarray containing 150 PCR fragments, representative of P. falciparum genes involved in signal transduction, cell cycle and transcriptional regulation. We identified several genes eliciting different expression profiles among which some implicated in gene regulation or encoding putative transcription factors. The differential expression of transcription factor and kinase transcripts observed in the two clones may enlighten genes that might have a role in impairment of the early gametocytogenesis of the F12 clone.

Plasmodium falciparum is still a major cause of mortality in the world. Due to growing drug resistance in most endemic countries, the use of tools allowing large-scale analysis of P. falciparum biology is increasingly urgent. In addition to gene sequence data, post-genomic methods including microarray-based transcript profiling allow complete Plasmodium gene expression. However, application of this technology has been limited to study of samples presenting large quantities of total RNA (8 microg to 50 microg). Indeed at least two replicas (one technical and one biological) are necessary to ensure the statistical strength of results. This constraint excludes the use of biological materials hardly available and of wild strain samples. Many methods have been developed to facilitate the use of microarray technology with smaller quantities of total RNA. Currently the use of amplification techniques, various fluorochrome markers, and labelled cDNA and/or RNA probes avoiding all amplification steps, to enhance detection sensitivity has enabled reliable assays to be performed with less material. However these enhancement techniques appear to have a biasing effect on results and the use of powerful new markers is still limited for technical and practical reasons. At the present time radioactive labeling is the most reliable technique for assays using small quantities of total RNA. This approach is not only compatible with competitive hybridization but also enables all microarray screening criteria. Findings from our laboratory support the effectiveness of radioactive labeling for microarray-based determinations on P. falciparum.