Plant growth regulation in cell and tissue culture in vitro
TP Pasternak, D Steinmacher - Plants, 2024 - mdpi.com
Precise knowledge of all aspects controlling plant tissue culture and in vitro plant
regeneration is crucial for plant biotechnologists and their correlated industry, as there is …
regeneration is crucial for plant biotechnologists and their correlated industry, as there is …
[HTML][HTML] Artificial intelligence and machine learning applications for cultured meat
Cultured meat has the potential to provide a complementary meat industry with reduced
environmental, ethical, and health impacts. However, major technological challenges …
environmental, ethical, and health impacts. However, major technological challenges …
Recent advances in culture medium design for enhanced production of monoclonal antibodies in CHO cells: A comparative study of machine learning and systems …
The production of monoclonal antibodies (mAbs) using Chinese Hamster Ovary (CHO) cells
has revolutionized the treatment of numerous diseases, solidifying their position as a …
has revolutionized the treatment of numerous diseases, solidifying their position as a …
Identifying optimal substrate classes of membrane transporters
Membrane transporters are responsible for moving a wide variety of molecules across
biological membranes, making them integral to key biological pathways in all organisms …
biological membranes, making them integral to key biological pathways in all organisms …
Explainable AI for CHO cell culture media optimization and prediction of critical quality attribute
Cell culture media play a critical role in cell growth and propagation by providing a
substrate; media components can also modulate the critical quality attributes (CQAs) …
substrate; media components can also modulate the critical quality attributes (CQAs) …
Neural network-ant-colony hybrid optimization of a bacterial fruit juice clarifying metallo-neutral-protease production
E Ikharia, M Ekpenyong, D Ubi, E Akwagiobe… - Journal of Food Science …, 2024 - Springer
Neutral proteases are invaluable for food, pharmaceutical, and feed industries because of
their mild catalysis. This study reports the production and potential food industry application …
their mild catalysis. This study reports the production and potential food industry application …
Statistical versus neural network-embedded swarm intelligence optimization of a metallo-neutral-protease production: activity kinetics and food industry applications
MG Ekpenyong, SP Antai - Preparative Biochemistry & …, 2024 - Taylor & Francis
An integrated approach involving response surface methodology (RSM) and artificial neural
network-ant-colony hybrid optimization (ANN-ACO) was adopted to develop a bioprocess …
network-ant-colony hybrid optimization (ANN-ACO) was adopted to develop a bioprocess …
Machine Learning Approaches to 3D Models for Drug Screening
The creation of precise, functional 3D tissues can enable effective drug screening as well as
advancements in regenerative medicine. However, the inherent limitations present during …
advancements in regenerative medicine. However, the inherent limitations present during …
Optimization of an Alternative Culture Medium for Phycocyanin Production from Arthrospira platensis under Laboratory Conditions
DA Freire Balseca, KS Castro Reyes… - Microorganisms, 2024 - mdpi.com
Arthrospira platensis, known as spirulina, is a cyanobacterium with multiple nutritional
benefits, as it contains substantial amounts of proteins, fatty acids, and pigments. However …
benefits, as it contains substantial amounts of proteins, fatty acids, and pigments. However …
Accelerating Cell Culture Media Development Using Bayesian Optimization-Based Iterative Experimental Design
H Narayanan, J Hinckley, R Barry, B Dang, LA Wolffe… - bioRxiv, 2024 - biorxiv.org
Optimizing operational conditions for complex biological systems used in life sciences
research and biotechnology is an arduous task. Here, we have applied a Bayesian …
research and biotechnology is an arduous task. Here, we have applied a Bayesian …