Please use this identifier to cite or link to this item:
https://hdl.handle.net/20.500.14279/3306
Title: | Bioprocess Systems Engineering: Transferring Traditional Process Engineering Principles to Industrial Biotechnology | Authors: | Koutinas, Michalis Kiparissides, Alexandros Pistikopoulos, Efstratios N. Mantalaris, Athanasios A. |
Major Field of Science: | Natural Sciences | Keywords: | Biological systems model development;Genetic circuit;Mechanistic model;Metabolic engineering;Model analysis;Sensitivity analysis | Issue Date: | Oct-2012 | Source: | Computational and Structural Biotechnology Journal, vol.3, no.4 | Volume: | 3 | Issue: | 4 | Journal: | Computational and Structural Biotechnology Journal | Abstract: | The complexity of the regulatory network and the interactions that occur in the intracellular environment of microorganisms highlight the importance in developing tractable mechanistic models of cellular functions and systematic approaches for modelling biological systems. To this end, the existing process systems engineering approaches can serve as a vehicle for understanding, integrating and designing biological systems and processes. Here, we review the application of a holistic approach for the development of mathematical models of biological systems, from the initial conception of the model to its final application in model-based control and optimisation. We also discuss the use of mechanistic models that account for gene regulation, in an attempt to advance the empirical expressions traditionally used to describe micro-organism growth kinetics, and we highlight current and future challenges in mathematical biology. The modelling research framework discussed herein could prove beneficial for the design of optimal bioprocesses, employing rational and feasible approaches towards the efficient production of chemicals and pharmaceuticals. 2012 Bernstein and Carlson. | URI: | https://hdl.handle.net/20.500.14279/3306 | Other Identifiers: | 20010370 | DOI: | 10.5936/csbj.201210022 | Rights: | © 2012 Bernstein and Carlson | Type: | Article | Affiliation : | Cyprus University of Technology | Publication Type: | Peer Reviewed |
Appears in Collections: | Άρθρα/Articles |
CORE Recommender
SCOPUSTM
Citations
20
45
checked on Mar 14, 2024
Page view(s) 20
484
Last Week
2
2
Last month
2
2
checked on Nov 21, 2024
Google ScholarTM
Check
Altmetric
This item is licensed under a Creative Commons License