Document Type
Article
Publication Date
4-24-2026
Department
Department of Chemical Engineering; Department of Biological Sciences
Abstract
Scalable, continuous biomanufacturing processes have grown in importance to meet demand for smaller bioreactor sizes, lowered production costs, and improved quality attribute consistency. The Sf9/recombinant baculovirus (rBV) expression system demonstrates promise for virus-like particle (VLP) vaccine and gene therapy production. Here, we present a continuous rBV platform integrating an infection plug flow reactor (PFR) between stirred tank growth (gCSTR) and production (pCSTR) bioreactors. Cell expansion in the gCSTR included a ramp-up stage followed by continuous growth, reaching a steady state of 5×10 cells/mL and >90% viability. Péclet number-fit tracer studies confirmed near-ideal plug flow in the PFR, yielding a 10 h residence time and progressive infection as measured by gp64 signaling. Finally, a pCSTR with a residence time of 48 h exhibited sustained recombinant protein production. An integrated pilot cascade incorporating all reactors ran continuously for 5 days, maintaining stable CSTR cell densities and a measurable increase in infected cell diameter from 14.5 μm to 16.1 μm. Western blotting and EM of ~ 100 nm VLPs in pCSTR effluent demonstrated platform success. Digital twin mechanistic models across four distinct stages of bioreactor operation and Hill-type relationships for rBV infection kinetics predicted cell growth and death for a 7-day run, demonstrating promise for designing continuous systems in silico and building a quantitative framework for scale-up and optimization. Our multi-stage reactor configuration represents a cell host- and product-agnostic production scheme, particularly for processes prone to product heterogeneity, and paves the way towards a true end-to-end continuous platform for myriad modalities in the future.
Publication Title
Journal of biological engineering
Recommended Citation
Sargunas, J.,
Priem, B.,
Carman, D.,
Sarvari, T.,
Nold, N.,
Sharma, V.,
Pekosz, A.,
Heldt, C.,
&
Betenbaugh, M.
(2026).
A continuous viral vaccine biomanufacturing platform utilizing multiple bioreactor configurations.
Journal of biological engineering.
http://doi.org/10.1186/s13036-026-00680-7
Retrieved from: https://digitalcommons.mtu.edu/michigantech-p2/2551
Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International License.
Version
Publisher's PDF
Publisher's Statement
© The Author(s) 2026. Publisher’s version of record: https://doi.org/10.1186/s13036-026-00680-7