Optimization‐based framework for resin selection strategies in biopharmaceutical purification process development

This work addresses rapid resin selection for integrated chromatographic separations when conducted as part of a high‐throughput screening exercise during the early stages of purification process development. An optimization‐based decision support framework is proposed to process the data generated from microscale experiments to identify the best resins to maximize key performance metrics for a biopharmaceutical manufacturing process, such as yield and purity. A multiobjective mixed integer nonlinear programming model is developed and solved using the ε‐constraint method. Dinkelbach's algorithm is used to solve the resulting mixed integer linear fractional programming model. The proposed framework is successfully applied to an industrial case study of a process to purify recombinant Fc Fusion protein from low molecular weight and high molecular weight product related impurities, involving two chromatographic steps with eight and three candidate resins for each step, respectively. The computational results show the advantage of the proposed framework in terms of computational efficiency and flexibility. © 2017 The Authors Biotechnology Progress published by Wiley Periodicals, Inc. on behalf of American Institute of Chemical Engineers Biotechnol. Prog., 33:1116–1126, 2017     

Influence of landscape context on the abundance and diversity of bees in Mediterranean olive groves

The diversity and abundance of wild bees ensures the delivery of pollination services and the maintenance of ecosystem diversity. As previous studies carried out in Central Europe and the US have shown, bee diversity and abundance is influenced by the structure and the composition of the surrounding landscape. Comparable studies have so far not been carried out in the Mediterranean region. The present study examines the influence of Mediterranean landscape context on the diversity and abundance of wild bees. To do this, we sampled bees in 13 sites in olive groves on Lesvos Island, Greece. Bees were assigned to five categories consisting of three body size groups (small, medium and large bees), the single most abundant bee species (Lasioglossum marginatum) and all species combined. The influence of the landscape context on bee abundance and species richness was assessed at five radii (250, 500, 750, 1000 and 1250 m) from the centre of each site. We found that the abundance within bee groups was influenced differently by different landscape parameters and land covers, whereas species richness was unaffected. Generally, smaller bees' abundance was impacted by landscape parameters at smaller scales and larger bees at larger scales. The land cover that influenced bee abundance positively was olive grove, while phrygana, conifer forest, broad-leaved forest, cultivated land, rock, urban areas and sea had mostly negative or no impact. We stress the need for a holistic approach, including all land covers, when assessing the effects of landscape context on bee diversity and abundance in the Mediterranean.     

Prevalence of comorbidities in systemic sclerosis versus rheumatoid arthritis: a comparative,multicenter, matched-cohort study

Background

Comorbidities are common in chronic systemic connective tissue diseases and are associated with adverse outcomes, increased morbidity and mortality. Although the prevalence of comorbidities has been well-studied in isolated diseases, comparative studies between different autoimmune diseases are limited. In this study, we compared the prevalence of common comorbidities between patients with systemic sclerosis (SSc) and patients with rheumatoid arthritis (RA).

Methods

Between 2016 and 2017, 408 consecutive patients with SSc, aged 59?±?13?years (87% women), were matched 1:1 for age and gender with 408 patients with RA; mean disease duration was 10?±?8 and 9?±?8?years, respectively. Rates of cardiovascular risk factors, coronary artery disease, stroke, chronic obstructive pulmonary disease (COPD), osteoporosis, neoplasms and depression were compared between the two cohorts.

Results

The prevalence of dyslipidemia (18.4% vs 30.1%, p?=?0.001) and diabetes mellitus (5.6% vs 11.8%, p?=?0.007) and body mass index (p?=?0.001) were lower in SSc compared to RA, while there was no difference in arterial hypertension or smoking. While there was a trend for lower prevalence of ischemic stroke in SSc than in RA (1.1% vs 3.2%, p?=?0.085), coronary artery disease was comparable (2.7% vs 3.7%). No differences were found between patients with SSc and patients with RA in the prevalence of COPD (5.2% vs 3.7%), osteoporosis (24% vs 22%) or neoplasms overall (1.1% vs 1.7%); however lung cancer was the most prevalent cancer in SSc (7/17, 41%), whereas hematologic malignancies (7/19, 36%) and breast cancer (7/19, 36%) predominated in RA. Depression was more prevalent in SSc (22% vs 12%, p?=?0.001), especially in diffuse SSc.

Conclusions

Despite the prevalence of dyslipidemia and diabetes mellitus in SSc being almost half that in RA, the cardiovascular comorbidity burden appears to be similar in both. The overall prevalence of neoplasms is no higher in SSc than in RA, but SSc has a more negative impact on quality of life, as clearly, more SSc patients develop depression compared to patients with RA.

     

Paraquat and roundup effects on nucleases activities of alfalfa seedlings and alfalfa nucleases activities on paraquat-treated and roundup-treated nucleic acids

The specific activities of acid (pH 5.5) and neutral (pH 7) DNases and RNases were determined in alfalfa (Medicago sativa L.) seedlings grown in the dark in the presence of 3.7 mM paraquat (PQ) or 1 mM roundup (RD). Seedlings were taken at 0, 1, 3, and 5 days. Plant growth parameters (plant height and fresh weight) were dramatically reduced under these conditions of growth comparing to the control (grown in water). The DNase and RNase specific activities of herbicide-treated seedlings were reduced. The reduction of activities ranged by about 50–90 and 15–70% in PQ- and RD-treated seedlings, respectively. In vitro, PQ- and RD-treated nucleic acids [single-stranded DNA (ssDNA), RNA, and plasmid DNA (pl-DNA)] were incubated with acid and neutral nucleases. Both enzymes were isolated and purified from alfalfa seedlings. Electrophoretic analysis on agarose gel of the above incubated mixtures revealed the following: (a) neutral nuclease (pH 7) was capable of hydrolyzing PQ-treated ssDNA while acid nuclease (pH 5.5) was incapable. This could be due to the fact that acid and neutral nucleases displayed different base linkage specificity toward ssDNA; (b) RD formed strong complexes with ssDNA that were unable to be hydrolyzed by both nucleases; (c) in contrast, both enzymes were capable of hydrolyzing PQ- or RD-treated RNA; (d) neutral nuclease was capable of nicking and linearizing both PQ- and RD-treated pl-DNA while acid nuclease had the same activity only toward the PQ-treated pl-DNA; (e) the enzyme activities were not inhibited in the presence of both herbicides. The data suggest that the complexes of PQ or RD with DNA should not be functional substrates of nucleases, and consequently cell processes (e.g., metabolism of nucleic acids, gene expression, replication), in which DNA and nucleases are involved, could be disturbed.     

Electronic and nuclear magnetic resonance spectroscopic features of the 1',4'-iminopyrimidine tautomeric form of thiamin diphosphate, a novel intermediate on enzymes requiring this coenzyme

Appropriate compounds were synthesized to create models for the 1',4'-imino tautomer of the 4'-aminopyrimidine ring of thiamin diphosphate recently found to exist on the pathway of enzymatic reactions requiring this cofactor [Jordan, F., and Nemeria, N. S. (2005) Bioorg. Chem. 33, 190-215]. The N1-methyl-4-aminopyrimidinium compounds synthesized on treatment with a strong base produce the 1,4-imino tautomer whose UV spectrum indicates a maximum between 300 and 320 nm, depending on the absence or presence of a methyl group at the 4-amino nitrogen. The lambda(max) found is in the same wavelength range as the positive circular dichroism band observed on several enzymes and showed a very strong dependence on solvent dielectric constant. To help with the 15N chemical shift assignments, the model compounds were specifically labeled with 15N at the amino nitrogen atom. The chemical shift of the amino nitrogen was deshielded by N1-methylation and then dramatically further deshielded by more than 100 ppm on formation of the 1,4-iminopyrimidine tautomer. Both the UV spectroscopic values and the 15N chemical shift for the 1,4-iminopyrimidine tautomer should serve as useful guides to the assignment of enzyme-bound signals.     

Medium term planning of biopharmaceutical manufacture with uncertain fermentation titers

The growing trend of employing multiproduct manufacturing facilities along with the randomness inherent in the biopharmaceutical manufacturing environment is creating significant scheduling and planning challenges for the biopharmaceutical industry. This work focuses on capturing the effect of uncertainty in fermentation titers when optimizing the planning of biopharmaceutical manufacturing campaigns. A mixed integer linear programming (MILP) model based on previous work is derived via chance constrained programming (CCP). The methodology is applied to two illustrative examples, and the results are compared with those from the deterministic model and a multiscenario model accompanied by an iterative construction algorithm. The computational results indicate that the proposed methodology offers significant improvements in solution quality over the compared approaches and presents an opportunity for biopharmaceutical manufacturers to make better medium term planning decisions, particularly under uncertain manufacturing conditions.     

Gene-targeting reveals physiological roles and complex regulation of the phosphoinositide 3-kinases

Phosphoinositide 3-kinases (PI3Ks) are represented by a family of eight distinct enzymes that can be divided into three classes based on their structure and function. The class I PI3Ks are heterodimeric enzymes that are regulated by recruitment to plasma membrane following receptor activation and which control numerous cellular functions, including growth, differentiation, migration, survival, and metabolism. New light has been shed on the biological role of individual members of the class I PI3Ks and their regulatory subunits through gene-targeting experiments. In addition, these experiments have brought the complexity of how PI3K activation is regulated into focus.     

Nucleolytic activities and appearance of a new DNase in relation to nickel and manganese accumulation inAlyssum murale

Serpentine and non-serpentine plants of Alyssum murale, a nickel (Ni) accumulator plant, from North Greece, were studied in order to examine: (1) The ability of natural plants to accumulate metals; (2) the ability of their seedlings to tolerate increasing concentrations of Ni²⁺ or Mn²⁺ (0, 0.16, 0.32, 0.5 and 1 mmol/L), when grown in nutrient solution; (3) the activities and electrophoretic patterns of root and shoot DNases and RNases under the above conditions. Measurements of metal concentrations in serpentine and non-serpentine natural plants and the respective soils revealed: (1) Very low calcium (Ca)/magnesium (Mg) (0.16) ratio and high concentration of Ni in serpentine soil; (2) very high Ca/Mg (17) ratio and high concentration of manganese (Mn) in non-serpentine soil; (3) the ability of serpentine natural plants to accumulate Ni and the inability of plants of both serpentine and non-serpentine populations to accumulate Mn. A. murale plants grown in nutrient solution with increasing Ni²⁺ or Mn²⁺ concentrations showed a negative correlation between the Ni²⁺ or Mn²⁺ concentrations in the nutrient solution, and the chlorophyll concentration, shoot and especially root length. The accumulation of Ni²⁺ or Mn²⁺ in the plant showed a positive correlation with increasing Ni²⁺ or Mn²⁺ concentrations in the nutrient solution. Application of 0.5 mmol/L Ni²⁺ or Mn²⁺ resulted in the inhibition of DNase activities and the appearance of a new DNase form, in both root and shoot detected by electrophoresis in active ssDNA polyacrylamide gel. The new gel-extracted DNase showed nicking action against plasmid DNA and has been characterised as an endo-DNase. In contrast, electrophoretic patterns and RNase activities were unaffected. According to our studies on growth, both serpentine and non-serpentine plants of A. murale have a constitutive ability to tolerate and accumulate Ni²⁺ or Mn²⁺; they have similar DNase and RNase electrophoretic patterns and show a new DNase form under Ni²⁺ or Mn²⁺ stress. This is the first report on the response of nucleolytic enzymes under metallic elements hyperaccumulation.     

Medium term planning of biopharmaceutical manufacture using mathematical programming

Regulatory pressures and capacity constraints are forcing the biopharmaceutical industry to consider employing multiproduct manufacturing facilities running on a campaign basis. The need for such flexible and cost-effective manufacture poses a significant challenge for planning and scheduling. This paper reviews the problem of planning and scheduling of biopharmaceutical manufacture and presents a methodology for the planning of multiproduct biopharmaceutical manufacturing facilities. The problem is formulated as a mixed integer linear program (MILP) to represent the relevant decisions required within the planning process and is tested on two typical biopharmaceutical industry planning problems. The proposed formulation is compared with an industrial rule based approach, which it outperforms in terms of profitability. The results indicate that the developed formulation offers an effective representation of the planning problem and would be a useful decision tool for manufacturers in the biopharmaceutical industry particularly at times of limited manufacturing capacity.     

Regulation of phosphoinositide 3-kinase by its intrinsic serine kinase activity in vivo

One potentially important mechanism for regulating class Ia phosphoinositide 3-kinase (PI 3-kinase) activity is autophosphorylation of the p85 alpha adapter subunit on Ser608 by the intrinsic protein kinase activity of the p110 catalytic subunit, as this downregulates the lipid kinase activity in vitro. Here we investigate whether this phosphorylation can occur in vivo. We find that p110 alpha phosphorylates p85 alpha Ser608 in vivo with significant stoichiometry. However, p110 beta is far less efficient at phosphorylating p85 alpha Ser608, identifying a potential difference in the mechanisms by which these two isoforms are regulated. The p85 alpha Ser608 phosphorylation was increased by treatment with insulin, platelet-derived growth factor, and the phosphatase inhibitor okadaic acid. The functional effects of this phosphorylation are highlighted by mutation of Ser608, which results in reduced lipid kinase activity and reduced association of the p110 alpha catalytic subunit with p85 alpha. The importance of this phosphorylation was further highlighted by the finding that autophosphorylation on Ser608 was impaired, while lipid kinase activity was increased, in a p85 alpha mutant recently discovered in human tumors. These results provide the first evidence that phosphorylation of Ser608 plays a role as a shutoff switch in growth factor signaling and contributes to the differences in functional properties of different PI 3-kinase isoforms in vivo.