Fault detection and diagnosis in an industrial fed-batch cell culture process

A flexible process monitoring method was applied to industrial pilot plant cell culture data for the purpose of fault detection and diagnosis. Data from 23 batches, 20 normal operating conditions (NOC) and three abnormal, were available. A principal component analysis (PCA) model was constructed from 19 NOC batches, and the remaining NOC batch was used for model validation. Subsequently, the model was used to successfully detect (both offline and online) abnormal process conditions and to diagnose the root causes. This research demonstrates that data from a relatively small number of batches (approximately 20) can still be used to monitor for a wide range of process faults.     

Endovascular Treatment with Stent-Retriever Devices for Acute Ischemic Stroke: A Meta-Analysis of Randomized Controlled Trials

Importance

Acute ischemic stroke is a leading cause of death and disability worldwide. Several recent clinical trials have shown that endovascular treatment improves clinical outcomes among patients with acute ischemic stroke.

Objective

To provide an overall and precise estimate of the efficacy of endovascular treatment predominantly using second-generation mechanical thrombectomy devices (stent-retriever devices) compared to medical management on clinical and functional outcomes among patients with acute ischemic stroke.

Data Sources

MEDLINE, EMBASE, Cochrane Collaboration Central Register of Controlled Clinical Trials, Web of Science, and NIH ClinicalTrials.gov were searched through November 2015.

Study Selection

Searches returned 3,045 articles. After removal of duplicates, two authors independently screened titles and abstracts to assess eligibility of 2,495 potentially relevant publications. From these, 38 full-text publications were more closely assessed. Finally, 5 randomized controlled trials of endovascular treatment with predominant use of retrievable stents were selected.

Data Extraction and Synthesis

Three authors independently extracted information on participant and trial characteristics and clinical events using a standardized protocol. Random effects models were used to pool endovascular treatment effects across outcomes.

Main Outcomes and Measures

The primary outcome was better functional outcome as measured on the modified Rankin Scale at 90 days of follow-up. Secondary outcomes included all-cause mortality and symptomatic intra-cerebral hemorrhage.

Results

Five trials representing 1,287 patients were included. Overall, patients randomized to endovascular therapy experienced 2.22 times greater odds of better functional outcome compared to those randomized to medical management (95% CI, 1.66 to 2.98; P < 0.0001). Endovascular therapy was not associated with mortality [OR (95% CI), 0.78 (0.54, 1.12); P = 0.1056] or symptomatic intracerebral hemorrhage [OR (95% CI), 1.19 (0.69, 2.05); P = 0.5348]. Meta-regression analysis suggested that shorter times from stroke onset to groin puncture and from stroke onset to reperfusion result in better functional outcomes in ischemic stroke patients (P = 0.0077 and P = 0.0089). There were no significant differences in the beneficial effects of endovascular treatment on functional outcomes across categories of gender, age, stroke severity, ischemic changes on computed tomography, or intravenous tissue plasminogen activator administration.

Conclusions and Relevance

This meta-analysis demonstrated superior functional outcomes in subjects receiving endovascular treatment compared to medical management. Further, this analysis showed that acute ischemic stroke patients may receive enhanced functional benefit from earlier endovascular treatment.     

The significance of antibiotic production by Pseudomonas aureofaciens PA 147-2 for biological control of Phytophthora megasperma root rot of asparagus

Pseudomonas aureofaciens PA147-2 produces an antibiotic (Af⁺) which inhibits the growth of fungal phytopathogens on phosphate buffered potato dextrose agar (PBPDA). To determine the role of the antibiotic in disease suppression in vivo, PA147-2 and an antibiotic-deficient Tn5 mutant (Af^-) PA109, were tested for their ability to suppress root rot of Asparagus officinalis seedlings caused by Phytophthora megasperma var sojae, in the glasshouse. Seedlings coinoculated with the pathogen and the wildtype strain PA147-2, showed a significantly reduced level of infection and disease severity compared to seedlings inoculated with the pathogen alone. However, 100% of seedlings treated with Af^- mutant PA109 were diseased. Furthermore, a strain derived from mutant PA109, restored to Af⁺ through allele replacement of Tn5 by homologous recombination, gave similar levels of disease suppression as the wildtype. This suggests the antibiotic produced by PA147-2 is important for the control of P. megasperma in vitro as well as in planta. Treatment of seedlings with PA147-2 and derived strains including the Tn5 mutant (Af^-) strain improved plant weight by 40–100% in the presence and absence of the pathogen suggesting PA147-2 also has a direct growth stimulatory effect independent of antibiotic production.     

Inhibition of phosphatidylinositol 3-kinase does not alter forskolin-stimulated Cl(-) secretion by T84 cells

Wortmannin is a potent inhibitor ofphosphatidylinositol 3-kinase (PI3K) and membrane trafficking in manycells. To test the hypothesis that cystic fibrosis transmembraneconductance regulator (CFTR) traffics into and out of the plasmamembrane during cAMP-stimulated epithelial Clsecretion, we have studied the effects of wortmannin onforskolin-stimulated Cl secretion by the humancolonic cell line T84. At the PI3K inhibitory concentration of 100 nM,wortmannin did not affect significantly forskolin-stimulatedCl secretion measured as short-circuit current(I_SC). However, 500 nM wortmannin significantlyinhibited forskolin-stimulated I_SC. cAMP activationof apical membrane CFTR Cl channels in-toxin-permeabilized monolayers was not reduced by 500 nMwortmannin, suggesting that inhibition of other transporters accountsfor the observed reduction in T84 Cl secretion.Forskolin inhibits apical endocytosis of horseradish peroxidase (HRP),but wortmannin did not alter forskolin inhibition of apical HRPendocytosis. In the absence of forskolin, wortmannin stimulated HRPendocytosis significantly. We conclude that, in T84 cells, apical fluidphase endocytosis is not dependent on PI3K activity and that CFTR doesnot recycle through a PI3K-dependent and wortmannin-sensitive membrane compartment.

     

Changes in Molecular Size Distribution of Cellulose during Attack by White Rot and Brown Rot Fungi

The kinetics of cotton cellulose depolymerization by the brown rot fungus Postia placenta and the white rot fungus Phanerochaete chrysosporium were investigated with solid-state cultures. The degree of polymerization (DP; the average number of glucosyl residues per cellulose molecule) of cellulose removed from soil-block cultures during degradation by P. placenta was first determined viscosimetrically. Changes in molecular size distribution of cellulose attacked by either fungus were then determined by size exclusion chromatography as the tricarbanilate derivative. The first study with P. placenta revealed two phases of depolymerization: a rapid decrease to a DP of approximately 800 and then a slower decrease to a DP of approximately 250. Almost all depolymerization occurred before weight loss. Determination of the molecular size distribution of cellulose during attack by the brown rot fungus revealed single major peaks centered over progressively lower DPs. Cellulose attacked by P. chrysosporium was continuously consumed and showed a different pattern of change in molecular size distribution than cellulose attacked by P. placenta. At first, a broad peak which shifted at a slightly lower average DP appeared, but as attack progressed the peak narrowed and the average DP increased slightly. From these results, it is apparent that the mechanism of cellulose degradation differs fundamentally between brown and white rot fungi, as represented by the species studied here. We conclude that the brown rot fungus cleaved completely through the amorphous regions of the cellulose microfibrils, whereas the white rot fungus attacked the surfaces of the microfibrils, resulting in a progressive erosion.