Utilizing Cole-Cole parameters for in-line feedback: Cell culture process adjustments based on cell health.

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In the biopharmaceutical industry, effective process control strategies are essential for enhancing drug substance quality and yield. This study presents dielectric spectroscopy as a novel approach for in-line monitoring of cell apoptosis, enabling earlier detection of apoptotic events and related cellular changes. Utilizing permittivity measurements, we assessed Cole-Cole parameters, specifically critical frequency (fc) and delta epsilon (Δε), as key performance indicators (KPIs) for real-time monitoring of cell health in CHO cell cultures during batch and perfusion processes. Our findings demonstrate that variations in these parameters correlate with cellular stress responses, such as nutrient limitation and high shear conditions, providing timely signals for process monitoring and control. By integrating these in-line measurements, we can enhance feeding strategies, ultimately improving cell viability and productivity. This approach not only streamlines the monitoring process but also offers a robust framework for proactive adjustments in bioprocessing, thereby optimizing overall performance and resource utilization.

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  • International Journal on Algae
  • Jibu Thomas + 2 more

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KPI Building Blocks For Successful Green Transport Corridor Implementation
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  • Transport and Telecommunication Journal
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  • 10.1128/iai.47.2.465-471.1985
Influence of nutrient limitation and low pH on serogroup B Neisseria meningitidis capsular polysaccharide levels: correlation with virulence for mice.
  • Feb 1, 1985
  • Infection and Immunity
  • L Masson + 1 more

Neisseria meningitidis strain M986, which possesses a polyanionic sialic acid capsular polysaccharide, was resistant to the bactericidal effects of normal rabbit serum, but sensitive when immune serum and complement were present. An isogenic strain PRM102, deficient in the ability to produce capsular polysaccharide, was sensitive to normal serum. Strain M986, when grown under conditions of low pH or nutrient limitation, synthesized increased levels of capsular polysaccharide. This was accompanied by an increase in cell surface hydrophilicity and virulence for mice. Cells grown in low-pH, iron-limited medium synthesized the highest concentration of polysaccharide and exhibited the highest cell surface hydrophilicity and virulence among the cases examined. The increase in capsular polysaccharide was partly explained by a decrease in the specific activity of a membrane-bound cytidine monophosphate-N acetylneuraminic acid hydrolase. The results suggest that conditions of nutrient limitation and low pH exert profound effects on the physicochemical nature of the meningococcal cell surface which, in turn, cumulate in enhanced virulence of this organism for mice.

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  • 10.22037/ijpr.2019.1100822
Development of Managerial Key Performance Indicators for A Hospital Pharmacy Digital Dashboard.
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  • Arezoo Dehghani Mahmodabadi + 3 more

Pharmaceutical performance is a critical factor in the hospital operation. Hospital pharmacy activities require retrieving, processing, comparing, and updating the information. Dashboards are new tools that can track key performance indicators by displaying information to managers in order to improve the performance of the hospital pharmacy. We conducted this study to determine the performance indicators of hospital pharmacies in Iran. This qualitative research was conducted in 2016. The participants were hospital pharmacists and hospital managers. A semi-structured questionnaire was constructed to determine key performance indicators of the hospital pharmacy department. The questionnaire was used in face-to-face interviews and focus groups. The data were analyzed using Framework analysis. The indicators comprised three domains, including managerial indicators (satisfaction, education, staffing, and department management), clinical indicators (patient safety), and financial indicators (income, costs, and financial utilization). Traditionally, pharmacy services included provision and distribution of drugs in the hospital; however, today, with an increase in the complexity and diversity of the drugs, hospital pharmacy services include diverse fields beyond clinical affairs. It could be concluded that pharmaceutical performance has a vital role in successful hospital management. Hospital pharmacy management is not possible without monitoring performance indicators.

  • Research Article
  • Cite Count Icon 62
  • 10.1017/s0025315400057362
Light and nutrient status of algal cells
  • May 1, 1982
  • Journal of the Marine Biological Association of the United Kingdom
  • M R Droop + 3 more

Chemostats were used to construct nutrient (vitamin B12) and energy budgets for the flagellateMonochrysis(Pavlova lutheri(Droop) Green) under varying conditions of nutrient and light limitation and luxury, the aim being to describe light limitation and luxury in terms analogous to those of the Cell Quota nutrient model. Measurements were made of steady-state dilution rate, biomass, cell quota, cell chlorophylla, cell energy content, dark respiration and photosynthetic efficiency, under low irradiance (&lt;13 W per m2).Cell energy content was 0·54 joules per million cells and was not influenced by growth rate or nutrient/light status. Cell chlorophyllawas 25% less in the nutrient-limited cultures and did not show a clear trend with growth rate except in cultures receiving less than 4·3 W per m2. The effective specific extinction coefficient was 0·12 cm2perμg chlorophyll. The photosynthesis/irradiance relation was linear. The mean slope (= efficiency) in samples from the light-limited chemostats was 0·225 and was independent of dilution rate. Samples from nutrient-limited chemostats showed a much lower slope, which decreased with decreasing dilution rate. These findings were confirmed by the chemostat kinetic data. Dark respiration varied with dilution rate in a hyperbolic manner and was greater in the nutrient- than the light-limited chemostat.Light level had no effect on the subsistence quota when the nutrient was limiting, whereas under light-limiting conditions the subsistence quotas were enlarged in inverse proportion to the incident irradiance, thus showing a threshold rather than multiplicative interaction between light and the nutrient.Energy absorption was very little reduced on nutrient limitation, the great reduction in overall efficiency being associated mainly with the reduction in photosynthetic efficiency.The reciprocal of photosynthetic efficiency was shown to be analogous to a standardized nutrient cell quota, and an analogous coefficient of luxury could be defined as the ratio of the light-limited to nutrient-limited photosynthetic efficiency at the same growth rate. Thus, light limitation and luxury could be described in terms compatible with the nutrient model without having to introduce new concepts, and a practical criterion between light- and nutrient-limitation could be provided.

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