Related Experiment Video
Updated: May 20, 2025

Studying Habituation in Stentor coeruleus
Published on: January 6, 2023
Study on Lacticaseibacillus casei TCS fermentation kinetic models and high-density culture strategy
Chen Chen1, Tianyu Guo1, Di Wu1
1School of Perfume and Aroma Technology, Shanghai Institute of Technology, Shanghai, Shanghai, China.
Optimized Lacticaseibacillus casei TCS production using artificial neural networks and genetic algorithms, achieving high-density cultures. This robust strategy enhances probiotic yields for dairy and functional foods.
Area of Science:
- Microbiology
- Biotechnology
- Food Science
Background:
- Lacticaseibacillus casei TCS is crucial for fermented dairy products due to its aromatic properties.
- High-density cultivation of L. casei TCS aims to boost production yields and overcome fermentation limitations.
- Challenges include acid inhibition, salt stress, and substrate limitation, hindering efficient industrial-scale production.
Purpose of the Study:
- To optimize medium composition and fermentation conditions for high-density culture of Lacticaseibacillus casei TCS.
- To develop a cost-effective and robust strategy for industrial probiotic production.
- To enhance the production efficiency and yield of L. casei TCS for aroma starter applications.
Main Methods:
- Employed single-factor, orthogonal experimental designs, and response surface methodology for medium optimization.
- Utilized artificial neural network (ANN) and genetic algorithm (GA) optimization for enhanced bacterial counts.
- Applied logistic growth and Luedeking-Piret models for fermentation kinetics, coupled with ion exchange (Amberlite IRA 67) and fed-batch fermentation.
Main Results:
- Optimal medium composition and fermentation conditions significantly increased viable bacterial count.
- ANN-GA optimization method led to a substantial increase in bacterial density.
- Maximum cell density reached 10.01 lg CFU/mL, a 9.3-fold increase, by alleviating acid inhibition and stress factors.
Conclusions:
- Developed a robust and cost-effective strategy for industrial L. casei TCS production.
- Successfully optimized probiotic production processes, overcoming key fermentation challenges.
- The study provides a foundation for high-yield aroma starter production in dairy and functional food industries.
More Related Videos
07:59Using Practice Testing, Public Speaking, and Source Monitoring to Examine the Influences of Learning Strategies and Stress on Episodic Memory
Published on: June 14, 2019
10:38Observational Study Protocol for Repeated Clinical Examination and Critical Care Ultrasonography Within the Simple Intensive Care Studies
Published on: January 16, 2019
Related Concept Videos
Study Design in Statistics
Does aspirin reduce the risk of heart attacks? Is one brand of fertilizer more effective at growing roses than another? Is fatigue as dangerous to a driver as the influence of alcohol? Questions like these are answered using randomized experiments with proper...
Case Studies
Observational Studies
There are three types of observational studies – Prospective, retrospective, and cross-sectional.
Prospective Study
Prospective studies, also known as longitudinal or cohort studies, are carried out by collecting future data from groups sharing similar characteristics. One...
Psychology as a Science
The scientific method in psychology involves six critical steps: making observations, formulating hypotheses, conducting tests, analyzing...
Longitudinal Studies
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast,...