An overview of mechanistic modeling of liquid chromatography

Abstract

Liquid chromatography is considered to be the bottleneck for purification of therapeutic proteins. Development and optimization of chromatography process is a cumbersome activity due to the increasing complexities in the types and content of impurities present in the high product titer cell culture harvest obtained from the upstream processing. Further, regulatory expectations are continuously rising with the recent initiatives of quality by design and process analytical technology expecting the manufacturer to have a deeper understanding of the process and the product. Mechanistic modeling is one approach to gain this deeper understanding of a process step. It involves modeling of the underlying physicochemical processes. A well calibrated model with acceptable predictability can be very effective in both process optimization and process characterization activities. In this paper we provide an overview of mechanistic modeling of liquid chromatography. We discuss the various components that such a model entails and also presents the status quo of this area.     

Correlation of hepcidin and serum ferritin levels in thalassemia patients at Chiang Mai University Hospital

Hepcidin is a key iron-regulatory hormone, the production of which is controlled by iron stores, inflammation, hypoxia and erythropoiesis. The regulation of iron by hepcidin is of clinical importance in thalassemia patients in which anemia occurs along with iron overload. The present study aimed to evaluate the correlation between serum hepcidin and ferritin levels in thalassemia patients. This cross-sectional study investigated 64 patients with thalassemia; 16 β-thalassemia major (BTM), 31 β-thalassemia/hemoglobin (Hb) E (BE), and 17 Hb H + AE Bart’s disease (Hb H + AE Bart’s). The levels of serum hepcidin and ferritin, and Hb of the three groups were measured. The median values of serum ferritin and Hb were significantly different among the three groups, whereas serum hepcidin values were not observed to be significantly different. The correlation of the serum hepcidin and ferritin levels was not statistically significant in any of the three groups of thalassemia patients with BTM, BE, or Hb H + AE Bart’s (r = −0.141, 0.065 and −0.016, respectively). In conclusion, no statistically significant correlations were observed between serum hepcidin with any variables including serum ferritin, Hb, age, labile plasma iron (LPI), and number of blood transfusion units among the three groups of thalassemia patients. Likely, the regulation of hepcidin in thalassemia patients is affected more by erythropoietic activity than iron storage.     

Influenza Virus Reassortment Occurs with High Frequency in the Absence of Segment Mismatch

Reassortment is fundamental to the evolution of influenza viruses and plays a key role in the generation of epidemiologically significant strains. Previous studies indicate that reassortment is restricted by segment mismatch, arising from functional incompatibilities among components of two viruses. Additional factors that dictate the efficiency of reassortment remain poorly characterized. Thus, it is unclear what conditions are favorable for reassortment and therefore under what circumstances novel influenza A viruses might arise in nature. Herein, we describe a system for studying reassortment in the absence of segment mismatch and exploit this system to determine the baseline efficiency of reassortment and the effects of infection dose and timing. Silent mutations were introduced into A/Panama/2007/99 virus such that high-resolution melt analysis could be used to differentiate all eight segments of the wild-type and the silently mutated variant virus. The use of phenotypically identical parent viruses ensured that all progeny were equally fit, allowing reassortment to be measured without selection bias. Using this system, we found that reassortment occurred efficiently (88.4%) following high multiplicity infection, suggesting the process is not appreciably limited by intracellular compartmentalization. That co-infection is the major determinant of reassortment efficiency in the absence of segment mismatch was confirmed with the observation that the proportion of viruses with reassortant genotypes increased exponentially with the proportion of cells co-infected. The number of reassortants shed from co-infected guinea pigs was likewise dependent on dose. With 10⁶ PFU inocula, 46%–86% of viruses isolated from guinea pigs were reassortants. The introduction of a delay between infections also had a strong impact on reassortment and allowed definition of time windows during which super-infection led to reassortment in culture and in vivo. Overall, our results indicate that reassortment between two like influenza viruses is efficient but also strongly dependent on dose and timing of the infections.     

An Enzyme That Inactivates the Inflammatory Mediator Leukotriene B4 Restricts Mycobacterial Infection

While tuberculosis susceptibility has historically been ascribed to failed inflammation, it is now known that an excess of leukotriene A₄ hydrolase (LTA4H), which catalyzes the final step in leukotriene B₄ (LTB₄) synthesis, produces a hyperinflammatory state and tuberculosis susceptibility. Here we show that the LTB₄-inactivating enzyme leukotriene B₄ dehydrogenase/prostaglandin reductase 1 (LTB4DH/PTGR1) restricts inflammation and independently confers resistance to tuberculous infection. LTB4DH overexpression counters the susceptibility resulting from LTA4H excess while ltb4dh-deficient animals can be rescued pharmacologically by LTB₄ receptor antagonists. These data place LTB4DH as a key modulator of TB susceptibility and suggest new tuberculosis therapeutic strategies.     

Single Low Dose Primaquine (0.25mg/kg) Does Not Cause Clinically Significant Haemolysis in G6PD Deficient Subjects

Background

Primaquine is the only drug consistently effective against mature gametocytes of Plasmodium falciparum. The transmission blocking dose of primaquine previously recommended was 0.75mg/kg (adult dose 45mg) but its deployment was limited because of concerns over haemolytic effects in patients with glucose-6-phosphate dehydrogenase (G6PD) deficiency. G6PD deficiency is an inherited X-linked enzymatic defect that affects an estimated 400 million people around the world with high frequencies (15–20%) in populations living in malarious areas. To reduce transmission in low transmission settings and facilitate elimination of P. falciparum, the World Health Organization now recommends adding a single dose of 0.25mg/kg (adult dose 15mg) to Artemisinin-based Combination Therapies (ACTs) without G6PD testing. Direct evidence of the safety of this low dose is lacking. Adverse events and haemoglobin variations after this treatment were assessed in both G6PD normal and deficient subjects in the context of targeted malaria elimination in a malaria endemic area on the North-Western Myanmar-Thailand border where prevalence of G6PD deficiency (Mahidol variant) approximates 15%.

Methods and Findings

The tolerability and safety of primaquine (single dose 0.25 mg base/kg) combined with dihydroartemisinin-piperaquine (DHA-PPQ) given three times at monthly intervals was assessed in 819 subjects. Haemoglobin concentrations were estimated over the six months preceding the ACT + primaquine rounds of mass drug administration. G6PD deficiency was assessed with a phenotypic test and genotyping was performed in male subjects with deficient phenotypes and in all females. Fractional haemoglobin changes in relation to G6PD phenotype and genotype and primaquine round were assessed using linear mixed-effects models. No adverse events related to primaquine were reported during the trial. Mean fractional haemoglobin changes after each primaquine treatment in G6PD deficient subjects (-5.0%, -4.2% and -4.7%) were greater than in G6PD normal subjects (0.3%, -0.8 and -1.7%) but were clinically insignificant. Fractional drops in haemoglobin concentration larger than 25% following single dose primaquine were observed in 1.8% of the population but were asymptomatic.

Conclusions

The single low dose (0.25mg/kg) of primaquine is clinically well tolerated and can be used safely without prior G6PD testing in populations with high prevalence of G6PD deficiency. The present evidence supports a broader use of low dose primaquine without G6PD testing for the treatment and elimination of falciparum malaria.

Trial Registration

ClinicalTrials.gov {"type":"clinical-trial","attrs":{"text":"NCT01872702","term_id":"NCT01872702"}}NCT01872702     

Determination of 3-keto-4-ene steroids and their hydroxylated metabolites catalyzed by recombinant human cytochrome P450 1B1 enzyme using gas chromatography-mass spectrometry with trimethylsilyl derivatization

A protocol utilizing gas chromatography with selected ion monitoring mass spectrometric detection (GC-SIM-MS) using a simplified trimethylsilyl (TMS) derivatization protocol was developed and validated for the determination of hydroxylated metabolites of 3-keto-4-ene steroids such as testosterone, progesterone and androstenedione. Hydroxylated metabolites catalyzed by human CYP1B1 were extracted with methylene chloride and derivatized with BSTFA-10% TMCS. To get an optimal derivatizing condition, the effect of various incubation times and temperatures was evaluated. When the incubation temperature and time in the presence of the TMS derivatizing agent were increased, the 3-keto group became derivatized with TMS to form a 3-TMS derivative. To minimize the formation of the TMS ether on the 3-keto group, a reaction condition of 56 degrees C for 10 min was used for the routine measurement of the steroids and their hydroxylated metabolite. Performance studies including linearity of calibration curves, extraction efficiency and precision were performed. Linearity of the calibration curves was satisfactory from 0.125 to 5 microM for most compounds except 21-hydroxyprogesterone and 16alpha-hydroxyandrostenedione which deviated from linearity at the lower concentrations. Mean percentage extraction recoveries were greater than 80% for all compounds. Most compounds showed good precisions with C.V.s of within-day precision of less than 5% and C.V.s of between-day precision of less than 10%. The selected ion chromatograms from the recombinant human CYP1B1 incubations with testosterone, progesterone and androstenedione showed evidence of 6beta-, 16alpha-, 2alpha-, and 15alpha-hydroxytestosterone, 6alpha- and 16alpha-hydroxyprogesterone and 6alpha- and 16alpha-hydroxyandrostenedione, respectively. There was no significant interference associated with Escherichia coli membrane extracts in detecting hydroxylated metabolites. This procedure provides a rapid and sensitive method for the evaluation of steroid hydroxylation by CYP isoenzymes.     

Predation risk and mating behavior: the responses of moths to bat-like ultrasound

In the presence of predators, animals may reduce or alter theirmating activities. There has been little experimental studyof whether mating behavior varies with the level of predationrisk. Two species of moths, Pseudaletia unipuncta (Noctuidae)and Ostrinia nubilalis (Pyralidae), significantly reduced theirmate-seeking behavior under high levels of simulated predationrisk. Male moths aborted upwind flight in a pheromone plume,and females stopped releasing pheromone in response to soundssimulating the echolocation calls of bats. For O. nubilalis,but not for P. unipuncta, the response varied significantlywith the level of predation risk. Interspecific differencesin behavioral responses likely reflect differences in physiologicalauditory sensitivity and/or behavioral thresholds. Female behavioralresponses to sounds simulating the calls of bats that gleantheir prey from surfaces were significantly weaker than theirresponses to sounds resembling the calls of aerially hawkingbats; these results support the neurophysiological data thatthe calls of gleaning bats are relatively inaudible to moths.This study indicates that some animals can modify their reproductiveactivities in response to auditory cues from predators.     

Luminescence studies of perturbation of tryptophan residues of tubulin in the complexes of tubulin with colchicine and colchicine analogues

Tubulin, a heterodimeric (alphabeta) protein, the main constituent of microtubules, binds efficiently with colchicine (consisting of a trimethoxybenzene ring, a seven-member ring and methoxy tropone moiety) and its analogues, viz., demecolcine and AC [2-methoxy-5-(2',3',4'-trimethoxyphenyl)tropone]. Tubulin contains eight tryptophan (Trp) residues at A21, A346, A388, A407, B21, B103, B346, and B407 in the two subunits. The role of these eight Trp residues in this interaction and also their perturbation due to binding have been explored via time-resolved fluorescence at room temperature and low-temperature (77 K) phosphorescence in a suitable cryosolvent. Both the time-resolved fluorescence data and 77 K phosphorescence spectra indicate that the emitting residues move toward a more hydrophobic and less polar environment after complex formation. The environment of emitting Trps in the complex also becomes slightly more heterogeneous. Our analysis using the experimental results, the calculation of the accessible surface area (ASA) of all the Trps in the wild type and tubulin-colchicine complex [Ravelli, R. B. G., et al. (2004) Nature 428, 198-202], the distance of the Trp residues from the different moieties of the colchicine molecule, the knowledge of the nature of the immediate residues (<5 A) present near each Trp residue, and the calculation of the intramolecular Trp-Trp energy transfer efficiencies indicate that Trp A346, Trp A407, Trp B21, and Trp B407 are the major contributors to the emission in the free protein, while Trp B21 and Trp B103 are mainly responsible for the emission of the complexes. A comparative account of the photophysical aspects of the drug molecules bound to protein in aqueous buffer and in buffer containing 40% ethylene glycol has been presented. The quantum yield and average lifetime of fluorescence in tubulin and its complexes with colchicine are used to predict the possible donors and the energy transfer (ET) efficiency in the ET process from Trps to colchicine in the complex. This study is a unique attempt to identify the Trp residues contributing to the emission in the free protein and in a complex of a multi-Trp protein with a drug molecule without performing the mutation of the protein.