Developing a scalable model of recombinant protein yield from Pichia pastoris: the influence of culture conditions, biomass and induction regime

Background  

The optimisation and scale-up of process conditions leading to high yields of recombinant proteins is an enduring bottleneck in the post-genomic sciences. Typical experiments rely on varying selected parameters through repeated rounds of trial-and-error optimisation. To rationalise this, several groups have recently adopted the 'design of experiments' (DoE) approach frequently used in industry. Studies have focused on parameters such as medium composition, nutrient feed rates and induction of expression in shake flasks or bioreactors, as well as oxygen transfer rates in micro-well plates. In this study we wanted to generate a predictive model that described small-scale screens and to test its scalability to bioreactors.     

Plasma membrane isolation on DEAE-Sephadex beads

A much-simplified method for the purification of plasma membranes of cultured cells is presented, based upon the attachment of viable cells to nitrocellulose-treated DEAE-Sephadex beads, and their subsequent shearing by hypotonic lysis, agitation on a vortex mixer and sonication. The method is suggested by an older procedure involving attachment to poly-(L-lysine)-coated glass or polyacrylamide beads; the preparation involved in the present method, however, is considerably easier, more rapid and less expensive. Recovery of L-cell plasma membrane marker enzyme activities is approx. 25%, while contamination by internal membrane markers is much less than 1%.     

Structure of human phytanoyl-CoA 2-hydroxylase identifies molecular mechanisms of Refsum disease

Refsum disease (RD), a neurological syndrome characterized by adult onset retinitis pigmentosa, anosmia, sensory neuropathy, and phytanic acidaemia, is caused by elevated levels of phytanic acid. Many cases of RD are associated with mutations in phytanoyl-CoA 2-hydroxylase (PAHX), an Fe(II) and 2-oxoglutarate (2OG)-dependent oxygenase that catalyzes the initial alpha-oxidation step in the degradation of phytenic acid in peroxisomes. We describe the x-ray crystallographic structure of PAHX to 2.5 A resolution complexed with Fe(II) and 2OG and predict the molecular consequences of mutations causing RD. Like other 2OG oxygenases, PAHX possesses a double-stranded beta-helix core, which supports three iron binding ligands (His(175), Asp(177), and His(264)); the 2-oxoacid group of 2OG binds to the Fe(II) in a bidentate manner. The manner in which PAHX binds to Fe(II) and 2OG together with the presence of a cysteine residue (Cys(191)) 6.7 A from the Fe(II) and two further histidine residues (His(155) and His(281)) at its active site distinguishes it from that of the other human 2OG oxygenase for which structures are available, factor inhibiting hypoxia-inducible factor. Of the 15 PAHX residues observed to be mutated in RD patients, 11 cluster in two distinct groups around the Fe(II) (Pro(173), His(175), Gln(176), Asp(177), and His(220)) and 2OG binding sites (Trp(193), Glu(197), Ile(199), Gly(204), Asn(269), and Arg(275)). PAHX may be the first of a new subfamily of coenzyme A-binding 2OG oxygenases.     

Nucleoside analogue substitutions in the trinucleotide DNA template recognition sequence 3'-(CTG)-5' and their effects on the activity of bacteriophage T7 primase

Bacteriophage T7 primase catalyzes the synthesis of the oligoribonucleotides pppACC(C/A) and pppACAC from the single-stranded DNA template sites 3'-d[CTGG(G/T)]-5' and 3'-(CTGTG)-5', respectively. The 3'-terminal deoxycytidine residue is conserved but noncoding. A series of nucleoside analogues have been prepared and incorporated into the conserved 3'-d(CTG)-5' site, and the effects of these analogue templates on T7 primase activity have been examined. The nucleosides employed include a novel pyrimidine derivative, 2-amino-5-(beta-2-deoxy-D-erythro-pentofuranosyl)pyridine (d2APy), whose synthesis is described. Template sites containing d2APy in place of the cryptic dC support oligoribonucleotide synthesis whereas those containing 3-deaza-2'-deoxycytidine (dc(3)C) and 5-methyl-6-oxo-2'-deoxycytidine (dm(5ox)C) substitutions do not, suggesting that the N3 nitrogen of cytidine is used for a critical interaction by the enzyme. Recognition sites containing 4-amino-1-(beta-2-deoxy-D-erythro-pentofuranosyl)-5-methyl-2,6[1H, 3H]-pyrimidione (dm(3)2P) or 2'-deoxyuridine (dU) substitutions for dT support oligoribonucleotide synthesis whereas those containing 5-methyl-4-pyrimidinone 2'-deoxyriboside (d(2H)T) substitutions do not, suggesting the importance of Watson-Crick interactions at this template residue. Template sites containing 7-deaza-2'-deoxyguanosine (dc(7)G) or 2'-deoxyinosine (dI) in place of dG support oligoribonucleotide synthesis. The reduced extent to which dc(7)G is successful within the template suggests a primase-DNA interaction. Inhibition studies suggest that the primase enzyme binds "null" substrates but cannot initiate RNA synthesis.     

Intracellular Ca2+ regulating proteins in vascular smooth muscle cells are altered with type 1 diabetes due to the direct effects of hyperglycemia

Background

Diminished calcium (Ca²⁺) transients in response to physiological agonists have been reported in vascular smooth muscle cells (VSMCs) from diabetic animals. However, the mechanism responsible was unclear.

Methodology/Principal Findings

VSMCs from autoimmune type 1 Diabetes Resistant Bio-Breeding (DR-BB) rats and streptozotocin-induced rats were examined for levels and distribution of inositol trisphosphate receptors (IP₃R) and the SR Ca²⁺ pumps (SERCA 2 and 3). Generally, a decrease in IP₃R levels and dramatic increase in ryanodine receptor (RyR) levels were noted in the aortic samples from diabetic animals. Redistribution of the specific IP₃R subtypes was dependent on the rat model. SERCA 2 was redistributed to a peri-nuclear pattern that was more prominent in the DR-BB diabetic rat aorta than the STZ diabetic rat. The free intracellular Ca²⁺ in freshly dispersed VSMCs from control and diabetic animals was monitored using ratiometric Ca²⁺ sensitive fluorophores viewed by confocal microscopy. In control VSMCs, basal fluorescence levels were significantly higher in the nucleus relative to the cytoplasm, while in diabetic VSMCs they were essentially the same. Vasopressin induced a predictable increase in free intracellular Ca²⁺ in the VSMCs from control rats with a prolonged and significantly blunted response in the diabetic VSMCs. A slow rise in free intracellular Ca²⁺ in response to thapsigargin, a specific blocker of SERCA was seen in the control VSMCs but was significantly delayed and prolonged in cells from diabetic rats. To determine whether the changes were due to the direct effects of hyperglycemica, experiments were repeated using cultured rat aortic smooth muscle cells (A7r5) grown in hyperglycemic and control conditions. In general, they demonstrated the same changes in protein levels and distribution as well as the blunted Ca²⁺ responses to vasopressin and thapsigargin as noted in the cells from diabetic animals.

Conclusions/Significance

This work demonstrates that the previously-reported reduced Ca²⁺ signaling in VSMCs from diabetic animals is related to decreases and/or redistribution in the IP₃R Ca²⁺ channels and SERCA proteins. These changes can be duplicated in culture with high glucose levels.     

Gene Structure Prediction by Linguistic Methods

The higher-order structure of genes and other features of biological sequences can be described by means of formal grammars. These grammars can then be used by general-purpose parsers to detect and to assemble such structures by means of syntactic pattern recognition. We describe a grammar and parser for eukaryotic protein-encodillg genes, which by some measures is as effective as current connectionist and combinatorial algorithms in predicting gene structures for sequence database entries. Parameters of the grammar rules are optimized for several different species, and mixing experiments are performed to determine the degree of species specificity and the relative importance of compositional, signal-based, and syntactic components in gene prediction.