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1.
FASEB J ; 25(2): 515-25, 2011 Feb.
Article in English | MEDLINE | ID: mdl-20952481

ABSTRACT

For many years, mRNA abundance has been used as the surrogate measure of gene expression in biological systems. However, recent genome-scale analyses in both bacteria and eukaryotes have revealed that mRNA levels correlate with steady-state protein abundance for only 50-70% of genes, indicating that translation and post-translation processes also play important roles in determining gene expression. What is not yet clear is whether dynamic processes such as cell cycle progression, differentiation, or response to environmental changes change the relationship between mRNA and protein abundance. Here, we describe a systems approach to interrogate promastigote-to-amastigote differentiation in the obligatory intracellular parasitic protozoan Leishmania donovani. Our results indicate that regulation of mRNA levels plays a major role early in the differentiation process, while translation and post-translational regulation are more important in the latter part. In addition, it appears that the differentiation signal causes a transient global increase in the rate of protein synthesis, which is subsequently down-regulated by phosphorylation of α-subunit of translation initiation factor 2. Thus, Leishmania dynamically changes the relationship between mRNA and protein abundance as it adapts to new environmental circumstances. It is likely that similar mechanisms play a more important role than previously recognized in regulation of gene expression in other organisms.


Subject(s)
Gene Expression Regulation/physiology , Leishmania donovani/genetics , Leishmania donovani/metabolism , Animals , Cell Differentiation , Oligonucleotide Array Sequence Analysis , Protein Folding , Protozoan Proteins/genetics , Protozoan Proteins/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , RNA, Protozoan/genetics , RNA, Protozoan/metabolism , Time Factors
2.
Mol Biochem Parasitol ; 152(1): 53-65, 2007 Mar.
Article in English | MEDLINE | ID: mdl-17204342

ABSTRACT

Leishmania donovani is an intracellular protozoan parasite that causes kala-azar in humans. During infection the extracellular insect forms (promastigotes) undergo rapid differentiation to intracellular amastigotes that proliferates in phagolysosomes of mammalian macrophages. We used microarray-based expression profiling to investigate the time-course of changes in RNA abundance during promastigote-to-amastigote differentiation in a host-free system that mimics this process. These studies revealed that several hundred genes underwent an ordered progression of transient or permanent up- and down-regulation during differentiation. Genes that were permanently up-regulated in amastigotes were enriched for transporters and surface proteins, but under-represented in genes involved in protein and other metabolism. Most of these changes occurred late in the differentiation process, when morphological differentiation was essentially complete. Down-regulated genes were over-represented in those involved in cell motility, growth and/or maintenance, and these changes generally occurred earlier in the process. Genes that were transiently up- or down-regulated during differentiation included those encoding heat shock proteins, ubiquitin hydrolases, RNA binding proteins, protein kinases, a protein phosphatase, and a histone deacetylase. These results suggest that changes in mRNA abundance may be important in signal transduction, as well as protein and mRNA turnover, during differentiation. In addition to these mRNA changes, other transcripts including one or more rRNAs and snoRNAs, and non-coding RNAs from several telomeres, also showed substantial changes in abundance during the differentiation process. This paper provides the first genome-scale quantitative analysis of gene expression during the transition from promastigotes to amastigotes and demonstrates the utility of the host-free differentiation system.


Subject(s)
Gene Expression Profiling , Gene Expression Regulation, Developmental , Leishmania donovani/genetics , Animals , Blotting, Northern , DNA, Protozoan/chemistry , DNA, Protozoan/genetics , Leishmania donovani/growth & development , Leishmania donovani/metabolism , Molecular Sequence Data , Morphogenesis/genetics , Oligonucleotide Array Sequence Analysis , Protozoan Proteins/biosynthesis , RNA, Messenger/biosynthesis , RNA, Protozoan/biosynthesis , Sequence Analysis, DNA , Time Factors
3.
Anim Genet ; 37(5): 482-8, 2006 Oct.
Article in English | MEDLINE | ID: mdl-16978178

ABSTRACT

A method proposed herein allows simultaneous selection for several production traits, taking into consideration their marginal economic values (i.e. the economic value of a trait's additional unit). This economic index-marker assisted selection (EI-MAS) method is based on the calculation of the predicted economic breeding value (BV), using information on DNA markers that have previously been found to be associated with relevant quantitative trait loci. Based on the proposed method, results with real birds showed that sire progeny performance was significantly correlated with expected performance (r = 0.61-0.76; P = 0.03-0.01). Simulation analysis using a computer program written specifically for this purpose suggested that the relative advantage of EI-MAS would be large for traits with low heritability values. As expected, the response to EI-MAS was higher when the map distance between the marker and the quantitative trait gene was small, and vice versa. A large number of distantly located markers, spread 10 cM apart, yielded higher response to selection than a small number of closely located markers spread 3 cM apart. Additionally, the response to EI-MAS was higher when a large number (ca.150) of progeny was used for the prediction equation.


Subject(s)
Animal Husbandry/economics , Chickens/genetics , Quantitative Trait Loci , Animal Husbandry/methods , Animals , Breeding/economics , Breeding/methods , Chickens/growth & development , Chromosome Mapping , Computer Simulation , Genetic Markers , Microsatellite Repeats
4.
Environ Toxicol ; 17(3): 291-6, 2002.
Article in English | MEDLINE | ID: mdl-12112638

ABSTRACT

The performance of a novel, rapid, and sensitive test for detecting chemical toxicants in water is described in this article. The bioassay utilizes a highly sensitive variant of the luminescent bacterium Photobacterium leiognathi that allows the detection in water at levels below milligrams per liter of diverse groups of toxicants, including heavy metals, pesticides, PCBs, polycyclic aromatic hydrocarbons, and fuel traces. For most toxic agents reported in this study, the new assay was markedly more sensitive than the Microtox(trade mark) Vibrio fischeri assay according to the bacterial bioluminescence toxicity data reported in the literature. Additional features of the new bioassay include the ability to discriminate between cationic heavy metals and organic toxicants and the option of being run at ambient temperatures (18 degrees C-27 degrees C), thereby enabling on-site testing with low-cost luminometers. In addition, the stability of the freeze-dried bacterial reagent preparation at ambient temperatures precludes the need for refrigeration or freezing during shipment, which contributes to further reducing overall operational costs.


Subject(s)
Photobacterium/drug effects , Toxicity Tests/methods , Water Pollutants/toxicity , Biological Assay , Cost-Benefit Analysis , Environmental Pollutants/toxicity , Luminescent Measurements , Metals, Heavy/toxicity , Pesticides/toxicity , Photobacterium/physiology , Polychlorinated Biphenyls/toxicity , Polycyclic Aromatic Hydrocarbons/toxicity , Sensitivity and Specificity , Temperature
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