Modeling and simulation of monoclonal antibody (mAb) production in bioreactors using hybridomas: comparison of operating modes

In this study, the production of monoclonal antibodies (mAb) was evaluated in-silico using the Matlab program, comparing batch, fed-batch, and continuous cultures in a stirred-tank bioreactor. The impact of various design factors in a bioreactor, such as temperature, rpm, pressure, and mass transfer elements, was also assessed. The simulations were modeled based on a modified multiplicative Monod model. The results indicate that batch culture produced 2.5 times more monoclonal antibodies (mAb) compared to the baseline, while the fed-batch process generated nearly 10,000 times more, and the continuous process produced 2,500 times more.

Publication Details

Journal
Figshare
Published
2025-01-01
DOI
https://doi.org/10.6084/m9.figshare.28356320.v1
Primary Topic
Viral Infectious Diseases and Gene Expression in Insects
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Modeling and simulation of monoclonal antibody (mAb) production in bioreactors using hybridomas: comparison of operating modes

Figshare
Viral Infectious Diseases and Gene Expression in Insects
article

Modeling and simulation of monoclonal antibody (mAb) production in bioreactors using hybridomas: comparison of operating modes

article en

Abstract

In this study, the production of monoclonal antibodies (mAb) was evaluated in-silico using the Matlab program, comparing batch, fed-batch, and continuous cultures in a stirred-tank bioreactor. The impact of various design factors in a bioreactor, such as temperature, rpm, pressure, and mass transfer elements, was also assessed. The simulations were modeled based on a modified multiplicative Monod model. The results indicate that batch culture produced 2.5 times more monoclonal antibodies (mAb) compared to the baseline, while the fed-batch process generated nearly 10,000 times more, and the continuous process produced 2,500 times more.

Figshare
Openalex Percentile: Top 53%
Viral Infectious Diseases and Gene Expression in Insects
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Modeling and simulation of monoclonal antibody (mAb) production in bioreactors using hybridomas: comparison of operating modes · Figshare (2025) | TGRS Research Map | TGRS