Gene regulatory network modeling using literature curated and high throughput data

Building on the linear matrix inequality (LMI) formulation developed recently by Zavlanos et al. (Automatica: Special Issue Syst Biol 47(6):1113–1122, 2011), we present a theoretical framework and algorithms to derive a class of ordinary differential equation (ODE) models of gene regulatory networks using literature curated data and microarray data. The solution proposed by Zavlanos et al. (Automatica: Special Issue Syst Biol 47(6):1113–1122, 2011) requires that the microarray data be obtained as the outcome of a series of controlled experiments in which the network is perturbed by over-expressing one gene at a time. We note that this constraint may be relaxed for some applications and, in addition, demonstrate how the conservatism in these algorithms may be reduced by using the Perron–Frobenius diagonal dominance conditions as the stability constraints. Due to the LMI formulation, it follows that the bounded real lemma may easily be used to make use of additional information. We present case studies that illustrate how these algorithms can be used on datasets to derive ODE models of the underlying regulatory networks.     

Allergenicity of Acroptilon repens and Juglans regia pollen in rats

Pollen proteins that are located in the cytoplasm or on the surface of the exine can function as allergens and evoke immune system responses in sensitive patients, leading to allergic rhinitis and asthma. In this research, the pollen allergenicity and ability to induce IgE response of the pollen of two plant species were studied in rats. Acroptilon repens is an herbaceous, invasive plant with entomophilous pollen, while Juglans regia which is a tree crop produces anemophilous pollen. Immunoblot analysis using sera of sensitised rats revealed IgE reactivity to three protein bands including the 70, 41 and 25.12 kDa bands present in the A. repens pollen extract, while only one single immunogenic band of 11 kDa was detected in J. regia pollen extract. Both pollen extracts increased the eosinophil content and caused some clinical signs of allergy in treated rats. The results showed that both entomophilous and anemophilous pollen can be allergenic.     

Phospholipase C‐η2 is required for retinoic acid‐stimulated neurite growth

Phospholipase C‐η2 is a recently identified phospholipase C (PLC) implicated in the regulation of neuronal differentiation/maturation. PLCη2 activity is triggered by intracellular calcium mobilization and likely serves to amplify Ca²⁺ signals by stimulating further Ca²⁺ release from Ins(1,4,5)P₃‐sensitive stores. The role of PLCη2 in neuritogenesis was assessed during retinoic acid (RA)‐induced Neuro2A cell differentiation. PLCη2 expression increased two‐fold during a 4‐day differentiation period. Stable expression of PLCη2‐targetted shRNA led to a decrease in the number of differentiated cells and total length of neurites following RA‐treatment. Furthermore, RA response element activation was perturbed by PLCη2 knockdown. Using a bacterial two‐hybrid screen, we identified LIM domain kinase 1 (LIMK1) as a putative interaction partner of PLCη2. Immunostaining of PLCη2 revealed significant co‐localization with LIMK1 in the nucleus and growing neurites in Neuro2A cells. RA‐induced phosphorylation of LIMK1 and cAMP‐responsive element‐binding protein was reduced in PLCη2 knock‐down cells. The phosphoinositide‐binding properties of the PLCη2 PH domain, assessed using a FRET‐based assay, revealed this domain to possess a high affinity toward PtdIns(3,4,5)P₃. Immunostaining of PLCη2 together with PtdIns(3,4,5)P₃ in the Neuro2A cells revealed a high degree of co‐localization, indicating that PtdIns(3,4,5)P₃ levels in cellular compartments are likely to be important for the spatial control of PLCη2 signaling.     

Study on allergenicity of Thuja orientalis pollen grains in rat

Cupressaceae pollen allergy is an important cause of pollen allergy throughout the world. Prevalence of allergy to Cupressaceae pollen has increased significantly during the winter over the past 3 decades because of extensive planting of cypress trees for different purposes. Thuja orientalis (Cupressaceae) is a naturally grown plant in Iran and is widely cultivated as a common ornamental plant in this country and other ones. Allergenicity of its pollen has been established, but to this day no allergenic component has been detected. The aim of this research is to study allergenicity and evaluate the immunoglobulin E reactivity to T. orientalis pollen extracts. Pollen grains were directly collected from mature male cones of trees. Pollen proteins were extracted and were analyzed by SDS-PAGE. Total protein content of pollen extracts was measured by Bradford assay. Immunoblotting using the serum of sensitized rats showed a single immunogenic band at about 44KD in pollen extracts. Result of this research proved that pollen grains of T. orientalis are allergenic.     

Enhanced expression of a recombinant bacterial laccase at low temperature and microaerobic conditions: purification and biochemical characterization

Laccases (benzenediol oxygen oxidoreductase; EC 1.10.3.2) have many biotechnological applications because of their oxidation ability towards a wide range of phenolic compounds. Within recent years, researchers have been highly interested in the identification and characterization of laccases from bacterial sources. In this study, we have isolated and cloned a gene encoding laccase (CotA) from Bacillus sp. HR03 and then expressed it under microaerobic conditions and decreased temperature in order to obtain high amounts of soluble protein. The laccase was purified and its biochemical properties were investigated using three common laccase substrates, 2,2′-azino-bis (3-ethylbenzothiazoline-6-sulphonic acid) (ABTS), syringaldazine (SGZ) and 2,6-dimethoxyphenol (2,6-DMP). K _M and k _cat were calculated 535 μM and 127 s⁻¹ for ABTS, 53 μM and 3 s⁻¹ for 2, 6-DMP and 5 μM and 20 s⁻¹ for SGZ when the whole reactions were carried out at room temperature. Laccase activity was also studied when the enzyme was preincubated at 70 and 80°C. With SGZ as the substrate, the activity was increased three-fold after 50 min preincubation at 70°C and 2.4-fold after 10 min preincubation at 80°C. Preincubation of the enzyme in 70°C for 30 min raised the activity four-fold with ABTS as the substrate. Also, l-dopa was used as a substrate. The enzyme was able to oxidize l-dopa with the K _M and k _cat of 1,493 μM and 194 s⁻¹, respectively.     

Novel nucleotide changes in mutational analysis of mitochondrial 12SrRNA gene in patients with nonsyndromic and aminoglycoside-induced hearing loss

Mitochondria have essential role in cellular energy metabolism and defects in their function lead to many metabolic diseases. Mitochondrial DNA (mtDNA) mutations have been associated with number diseases such as nonsyndromic and aminoglycoside-induced hearing loss. Mutational screening of entire 12SrRNA and tRNA ^{ser (UCN)} genes in 107 unrelated Iranian patients with amino glycoside-induced and nonsyndromic bilateral hearing loss by direct sequencing analysis method were performed. Twenty different homoplasmic sequence variants were identified; including fifteen common polymorphisms, two putatively pathogenic variants: m.921T>C and m.1005T>C, one 12SrRNA sequence variant m.739C>T and two nucleotides substitution; m.1245T>C and m.1545T>C. Deafness-associated mutation, m.1555A>G, was not found. In our patients we found the mutation 1005 was associated with R haplogroup. These finding show that m.1555A>G mutation is not important in our population. Nucleotide change, m.739C>T, previously reported with very low frequency. We suggested the variation of two nucleotides 1245 and 1545 that localized at conserved site of 12SrRNA may be new candidate for amino glycoside-induced and nonsyndromic hearing impairment associated mutations. However, aminoglycoside exposure is a risk factor for clinical phenotype appearance of these mutations.     

Strategies for optimizing DNA hybridization on surfaces

Specific and predictable hybridization of the polynucleotide sequences to their complementary counterparts plays a fundamental role in the rational design of new nucleic acid nanodevices. Generally, nucleic acid hybridization can be performed using two major strategies, namely hybridization of DNA or RNA targets to surface-tethered oligonucleotide probes (solid-phase hybridization) and hybridization of the target nucleic acids to randomly distributed probes in solution (solution-phase hybridization). Investigations into thermodynamic and kinetic parameters of these two strategies showed that hybridization on surfaces is less favorable than that of the same sequence in solution. Indeed, the efficiency of DNA hybridization on surfaces suffers from three constraints: (1) electrostatic repulsion between DNA strands on the surface, (2) steric hindrance between tethered DNA probes, and (3) nonspecific adsorption of the attached oligonucleotides to the solid surface. During recent years, several strategies have been developed to overcome the problems associated with DNA hybridization on surfaces. Optimizing the probe surface density, application of a linker between the solid surface and the DNA-recognizing sequence, optimizing the pH of DNA hybridization solutions, application of thiol reagents, and incorporation of a polyadenine block into the terminal end of the recognizing sequence are among the most important strategies for enhancing DNA hybridization on surfaces.     

Isolation and biochemical characterization of laccase and tyrosinase activities in a novel melanogenic soil bacterium

Bacterial polyphenol oxidases (PPOs) with a high oxidizing capacity for a wide range of substrates could make their applications in phenolic biotransformation, food processing, cosmetics, and textile industry. We have isolated a melanogenic soil bacterium by differential screening of a number of strains which were isolated from the Iranian microflora. The taxonomic characterization of this strain indicates that it belongs to the genus Bacillus (HR03), and has the ability to produce all types of PPOs; cresolase (EC 1.14.18.1), cathecolase (EC.1.10.3.1), and laccase (EC 1.10.3.2). We studied the tyrosinase activity using l-tyrosine and l-dopa as substrates and the laccase activity with specific substrates such as syringaldazine and 2,6-dimethoxyphenol. The optimum pH and temperature, obtained for all types of polyphenol oxidases, were at about pH 5.5 and 55 °C, respectively. Tyrosinase-like enzyme of this strain shows a lag period in its tyrosine hydroxylase activity that could be avoided by the addition of small amounts of l-dopa and sodium dodecyl sulfate (SDS). In addition, tyrosinase and laccase were activated by SDS below the critical micelle concentration and were inhibited by 1 mM EDTA. We tested the resistance of melanized-cells against UVA, UVC and H₂O₂. Results show that melanin protects strain HR03 against UV lights and the oxidant.