在Bacillus中优化表面素产量,使用数据效率高的主动学习和高通量质谱法

相关实验视频

Updated: Aug 9, 2026

Capture Compound Mass Spectrometry - A Powerful Tool to Identify Novel c-di-GMP Effector Proteins
12:11

Capture Compound Mass Spectrometry - A Powerful Tool to Identify Novel c-di-GMP Effector Proteins

Published on: March 29, 2015

11.7K

Ricardo Valencia Albornoz1, Diego Oyarzún1,2, Karl Burgess1

  • 1Institute of Quantitative Biology, Biochemistry & Biotechnology, School of Biological Sciences, University of Edinburgh, King's Buildings, Edinburgh, United Kingdom.

Computational and structural biotechnology journal
|March 29, 2024
PubMed
概括

积极学习和代谢学使用数据驱动的设计-构建-测试-学习循环将表面素的生产优化了160%. 这种方法通过了解代谢权衡来提高复杂生物产品的产量.

关键词:
积极学习是指积极学习.贝叶斯优化的贝叶斯优化代谢途径 代谢途径代谢学 代谢学 代谢学在表面上发现了表面活性.视觉化 视觉化 视觉化

更多相关视频

Using the Open-Source MALDI TOF-MS IDBac Pipeline for Analysis of Microbial Protein and Specialized Metabolite Data09:29

Using the Open-Source MALDI TOF-MS IDBac Pipeline for Analysis of Microbial Protein and Specialized Metabolite Data

Published on: May 15, 2019

19.4K
Enhanced Oil Recovery using a Combination of Biosurfactants13:19

Enhanced Oil Recovery using a Combination of Biosurfactants

Published on: June 3, 2022

5.2K

相关概念视频

Methods of Medium Optimization01:28

Methods of Medium Optimization

Optimizing growth media enhances microbial proliferation and maximizes product yield. Statistical experimental design methodologies provide structured and reproducible approaches, offering progressively higher levels of robustness and efficiency.The One-Factor-at-a-Time (OFAT) MethodThe One-Factor-at-a-Time (OFAT) method involves adjusting a single variable while keeping all others constant. However, it cannot detect interactions between variables, often leading to suboptimal outcomes when...