Bioengineering, Volume 9, Issue 8
2022 August - 77 articles
Cover Story: Shake flasks are often used as small-scale bioreactors during process development, especially in cell line and process parameter screening. In most cases, this is performed in a ‘black box’ system, without the use of sensors and with manual sampling. In our study, the use of online data (pH, DO and backscattered light) was evaluated in the cultivation of microorganisms such as E. coli and S. cerevisiae, as well as for plant (V. vinifera) and animal (CHO, HEK, High Five) cell cultures, to allow for the characterization of growth and oxygen consumption to be completed online. Subsequently, a data science workflow using the online data as input was developed and evaluated, enabling the automatic determination of key performance indicators such as the specific growth rate or the cell-specific oxygen uptake rate. View this paper - Issues are regarded as officially published after their release is announced to the table of contents alert mailing list .
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