Data · dataset · 2019
SELECTION OF A MATHEMATICAL MODEL FOR THE KINETICS OF Haemophilus influenzae TYPE B USING AKAIKE’S INFORMATION CRITERION
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ABSTRACT Haemophilus influenzae type b (Hib) vaccine is made up from its capsular polysaccharide (PRP).
Description
Low productivity of the polysaccharide during cell growth increases the final cost of this vaccine. Hib achieves low levels of cellular concentration in vitro due to the inhibition caused by acetate.
The Akaike Information Criterion (AIC) was used in this work for selecting models of microbial growth. The application to the case of the multivariate models is outlined and the procedure is carried out using data from Hib cultures. From 4 models of biomass and 15 of acetate and PRP, one could be selected with great evidence for support.
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The use of AIC has shown to be robust and free of subjectivity, and it was able to define a kinetic model that is adequate for the cell growth and the production of its PRP over a wide range of culture conditions. The exponential inhibition factor was found to be the best for modelling inhibition of cell growth by acetate, while the hyperbolic factor was the best for inhibition of PRP formation. The acetate formation was found to have both growth associated and non-associated types.
PRP formation was found to be only growth associated.
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Where it is published
- Repository landing page scielo.figshare.com/articles/SELECTION_OF_A_MATHEMATICAL_MODEL_FOR_THE_KINETICS_OF… ↗
landing page · from DataCite
- DOI doi.org/10.6084/m9.figshare.7942211 ↗
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Documentation and papers
- Creative Commons Attribution 4.0 International creativecommons.org/licenses/by/4.0/legalcode ↗
license · from DataCite
- doi.org /10.1590/0104-6632.20180354s20170085 ↗
IsSupplementTo 10.1590/0104-6632.20180354s20170085
publication · from DataCite
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- DataCite API api.datacite.org/dois/10.6084/m9.figshare.7942211 ↗
metadata API · from DataCite
- DataCite Commons commons.datacite.org/doi.org/10.6084/m9.figshare.7942211 ↗
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Topics
- Stated by source
- Chemical engineering
Related
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| DataCite | 10.6084/m9.figshare.7942211 | 12 d ago | JSON v1 |
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