On the robustness of complex heterogeneous gene expression networks

We analyze a continuous gene expression model on the underlying topology of a complex heterogeneous network. Numerical simulations aimed at studying the chaotic and periodic dynamics of the model are performed. The results clearly indicate that there is a region in which the dynamical and structural complexity of the system avoid chaotic attractors. However, contrary to what has been reported for Random Boolean Networks, the chaotic phase cannot be completely suppressed, which has important bearings on network robustness and gene expression modeling.     

The nature and extent of synaptonemal complex formation in haploid barley

Normal synaptonemal complexes have been found in haploid barley meiotic prophase at stages equivalent to pachytene in diploids. Reconstructions of serially sectioned nuclei have shown that up to 60% of the haploid chromosomes may pair in either intra- or interchromosomal associations. The extent and nature of the synaptonemal complex formation suggest that the chromosome pairing is non-homologous. From the virtual absence of chiasmata in metaphase I stages of the haploids it is inferred that crossing over requires a more precise DNA alignment than is provided by synaptonemal complex formation alone.     

Microwave-specific heating affects gene expression

The effects of low-level microwave radiation on gene expression in Escherichia coli have been examined in a sensitive model. We confirm the previously reported existence of an increase in β-galactosidase expression by microwave radiation—an increase not duplicated by bulk heating. However, the effect was not frequency dependent and appeared to be due to heating effects peculiar to microwaves. These results indicate that small thermal gradients may be a source of biological effects of non-ionizing radiation.     

Yeast RAS2 affects cell viability,mitotic division and transient gene expression in Nicotiana species

Overexpression of the budding yeast RAS2 gene in Nicotiana plumbaginifolia cells revealed that RAS2 acted as a suicide gene in freshly isolated protoplasts from leaves and blocked cell proliferation in cell suspension-derived protoplasts. Among a series of genes tested (such as npt II, CDC35, PDE2), RAS2 was the only one to block the expression of the cat gene, as measured in a transient gene expression assay. Another ras gene, v-Ha-ras, had similar effects. Furthermore, the RAS2 effect was species-specific and depended on the modulation of hormonal metabolism in the transfected cells, while no differences were noticed between the normal and the activated val19 gene. Transfected plant cells are shown to synthesize a RAS2 protein of the same electrophoretic mobility as the yeast RAS2 product. The results are discussed in the broader context of the evolutionarily conserved ras genes involved in vital cellular functions.     

The iscS gene deficiency affects the expression of pyrimidine metabolism genes

Inactivation of iscS encoding cysteine desulfurase results in a slow growth phenotype associated with the deficiency of iron-sulfur clusters, thiamine, NAD, and tRNA thionucleosides in Escherichia coli. However, the other roles of iscSin vivo are unknown. By using differential screening strategies, we identified 2 pyrimidine salvage enzymes, namely, uridine phosphorylase and cytidine deaminase, which were down-regulated in the iscS mutant. Both enzymes are positively regulated by the cAMP receptor protein (CRP). We also identified a novel protein complex, namely, YeiT-YeiA, whose expression level was decreased in the iscS mutant. The recombinant YeiT-YeiA complex exhibited NADH-dependent dihydropyrimidine dehydrogenase activity, indicating its role in pyrimidine metabolism. The presence of a CRP-binding consensus sequence on the 5′-upstream of the yeiT-YeiA gene suggests its regulation by CRP. These results provide a clue to the possible role of iscS in pyrimidine metabolism by gene regulation.     

Large-scale plasmid preparation for transient gene expression

Large-scale transient gene expression of recombinant protein in mammalian cells requires a great amount of plasmid. An economical method for large-scale plasmid preparation, based on fed-batch fermentation and an improved plasmid extraction process, has been established. Fed-batch growth of E. coli was carried out in 5 l bioreactor by controlling the glucose concentration below 1 g l⁻¹ after the feeding was started. Plasmid yields of 490 and 580 mg l⁻¹ were achieved with two strains of E. coli cells bearing pCEP4-EGFP and pID-EG respectively, representing 24.5- and 26-fold increases over those of the batch culture in shake-flask. To improve the procedure for large-scale preparation of plasmid DNA, addition of RNase to resuspension buffer and ultrafiltration of clarified lysate were adopted, and the quality of the resultant plasmid was comparable to that of commercial kit as disclosed in the small-scale transient transfection. This plasmid production process has great potential in the large scale transient gene expression which needs a large quantity of plasmid DNA.     

Variation in enzymatic transient gene expression assays

We examined causes for high variability in data from enzymatic transient gene expression assays. Our results strongly suggest that variation in transfection efficiency is the major cause of data variation and can seriously compromise valid interpretation of data. We compared averaging data from multiple transfections and cotransfection of a second reporter gene as methods for correcting for variation in transfection efficiency. We found that transfection efficiency can be so highly variable that neither method necessarily overcomes the resulting bias in data. Depending upon the degree in variation in transfection efficiency, a combination of the two methods may be advisable. The need to normalize data for transfection efficiency is dependent upon the difference in strengths of promoters being tested and the relative variability of the transfection method used. We also show that the level of reporter gene expression between transfection experiments performed on different days can vary by more than 10-fold.     

Integrating heterogeneous gene expression data for gene regulatory network modelling

Gene regulatory networks (GRNs) are complex biological systems that have a large impact on protein levels, so that discovering network interactions is a major objective of systems biology. Quantitative GRN models have been inferred, to date, from time series measurements of gene expression, but at small scale, and with limited application to real data. Time series experiments are typically short (number of time points of the order of ten), whereas regulatory networks can be very large (containing hundreds of genes). This creates an under-determination problem, which negatively influences the results of any inferential algorithm. Presented here is an integrative approach to model inference, which has not been previously discussed to the authors' knowledge. Multiple heterogeneous expression time series are used to infer the same model, and results are shown to be more robust to noise and parameter perturbation. Additionally, a wavelet analysis shows that these models display limited noise over-fitting within the individual datasets.     

Quantitation of transient gene expression after electroporation.

The combination of a photometric reporter-gene assay, with transfection by electroporation, is potentially a rapid and sensitive tool for the study of genetic regulatory elements in many types of cells. We have found that the sensitivity, accuracy, and reproducibility of the technique is greatly improved by the inclusion of appropriately chosen carrier DNA as the primary DNA species present during electroporation. By using high levels of carrier, the activities of constructs of differing sizes can be quantitatively compared, active constructs can be assayed with sub-microgram amounts of plasmid, and the activities of the constructs are linear over a wide concentration of DNA. In addition, the activity of miniprep DNA can be screened without purification on CsCl gradients giving activities equal to CsCl-purified DNA. This is extremely useful when doing preliminary screening of large numbers of constructs for promoter or enhancer activities. We report the results of testing various types of DNA as carrier, and the parameters for optimizing its use.     

The complex nature of protein phosphatases

Protein phosphatases are integrally associated with the regulation of cellular signaling. The mechanisms underlying the specific regulatory roles are likely to be unique to each cell system. Nevertheless, analysis of phosphatase regulation in a number of systems has identified phosphatase targeting through association with a wide range of binding partners to be a fundamental mechanism of regulation. Using protein phosphatase 2A (PP2A) as an example, this snapshot summarizes these fundamental mechanisms of protein phosphatase regulation.