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PMID: 40726057 Published · ppublish English Journal Article

Characterizing the Effect of Volume on Hydrodynamics of Plant Cell Suspensions Using CFD Modeling.

Biotechnology journal ·Vol. 20 ·No. 7 ·2025-07-00 ·页码 e70086

Manickavasagam VM, Anupindi K, Bhatt N, Srivastava S

Abstract

Biomass productivities in shake flasks are often not reproduced in bioreactors for plant cell cultures due to change in hydrodynamics. Considering shake flask biomass productivity as benchmark, this study employs shake flask geometries as a model system to understand hydrodynamic changes with volume and identify suitable scale-up criteria for plant cell cultivations, with minimal cost and time, given their slow growth time, using computational fluid dynamics (CFD) and experiments. Cultivation of Viola odorata cells in increasing flask volumes (100-3000 mL) revealed no significant change in biomass productivity. CFD analysis indicated that volumetric oxygen mass transfer coefficient (kLa), increased up to 1000 mL and then decreased, due to saturation of energy dissipation rates (kL is a function of energy dissipation rates) and decreasing interfacial area. The unaffected biomass concentration, despite decreased kLa, suggests that kLa may not be a significant scale-up parameter. Instead, maintaining a constant shear environment, indicated by power per unit volume saturation at higher volumes, was proposed as a suitable scale-up parameter for V. odorata cell cultivation in bioreactors. Moreover, the decrease in velocity difference between fluid layers with increased flask volume, indicated that minimizing velocity gradients in bioreactors could help achieve shake flask biomass productivity.

Keywords
Viola odorata computational fluid dynamics (CFD) hydrodynamics plant cell cultures power per unit volume shake flask
MeSH 主题词
Hydrodynamics Bioreactors Biomass Plant Cells Cell Culture Techniques/methods Models, Biological Computer Simulation
作者与单位
共 4 位作者,点击展开单位 / ORCID
Manickavasagam Vidya Muthulakshmi ORCID
Department of Biotechnology, Bhupat & Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras, Chennai, Tamil Nadu, India.
Anupindi Kameswararao ORCID
Department of Mechanical Engineering, Indian Institute of Technology Madras, Chennai, Tamil Nadu, India.
Bhatt Nirav ORCID
Department of Biotechnology, Bhupat & Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras, Chennai, Tamil Nadu, India. | Department of Data Science and Artificial Intelligence, Wadhwani School of Data Science and Artificial Intelligence, Indian Institute of Technology Madras, Chennai, Tamil Nadu, India.
Srivastava Smita ORCID
Department of Biotechnology, Bhupat & Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras, Chennai, Tamil Nadu, India.
Article Info
Journal
Biotechnology journal
Abbr.
Biotechnol J
ISSN
1860-7314
Published
2025-07-00
页码
e70086
Language
English
Country/Region
Germany
NLM ID
101265833
基金资助
Herbalife International India Private Limited · CR24251461BTHBII008458
Hyclone Life Sciences Solutions India Private Limited (Cytiva) · CR22230114BTHLSS008458
Ministry of Education, Government of India for the Prime Minister's Research Fellowship · SB22230145BTPMRF008458
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