automated-microbial-cultivation-adaptive-evolution-using-microbial

Automated Microbial Cultivation and Adaptive Evolution using Microbial Microdroplet Culture System (MMC)

Conventional microbial cultivation methods usually have cumbersome operations, low throughput, low efficiency, and large consumption of labor and ...

Tsinghua University

Microorganisms have long been used as chemical plant to convert simple substrates into complex molecules. Various metabolic pathways have been optimised over the past few decades, but the progresses were limited due to our finite knowledge on metabolism. Evolution is a knowledge-free genetic randomisation approach, employed to improve the chemical production in microbial cell factories. However, evolution of large, complex pathway was a great challenge. The invention of continuous culturing systems and in vivo genetic diversification technologies have changed the way how laboratory evolution is conducted, render optimisation of large, complex pathway possible. In vivo genetic diversification, phenotypic selection, and continuous cultivation are the key elements in in vivo continuous evolution, where any human intervention in the process is prohibited. This approach is crucial in highly efficient evolution strategy of metabolic pathway evolution.

In vivo continuous evolution of metabolic pathways for chemical production.

We develop a method to capture marine bacterial strains at high efficiency to replace the conventional two-step collecting method. Lab-made, FeO magnetic beads were used to firstly verify the feasibility of capture in artificial seawater, using Bacillus velezensis. Almost 100% of the bacteria could be captured and separated within 10 min. Then, the salinity of capture medium was proved to have the most marked effect on the capture process. After that, the broad application and high efficiency of capture were verified using four different bacterial strains from the Pacific Ocean. Subsequently, through adjusting the salinity, the capture efficiency for Pseudoalteromonas sp. and Halomonas meridiana was increased from 20 to ~ 80% in a seawater system, which was used to simulate the in-situ capture conditions. Finally, mixed strains in seawater were successfully captured, and their genomic DNAs were isolated and analyzed. Bare FeO magnetic beads were initially applied to capture marine microorganisms and this method is convenient and highly efficient and thus has great potential to replace the conventional two-step method.

Highly Efficient Capture of Marine Microbial Strains in Seawater Using Bare FeO Magnetic Beads.

Conventional microbial cell cultivation techniques are typically labor intensive, low throughput, and poorlyparallelized, rendering them inefficient. The development of automated, modular microbial cell micro-cultivation systems, particularly those employing droplet microfluidics, have gained attention for their high-throughput, highly paralellized and efficient cultivation capabilities. Here, we report the development of a microbial microdroplet culture system (MMC), which is an integrated platform for automated, high-throughput cultivation and adaptive evolution of microorganisms. We demonstrated that the MMC yielded both accurate and reproducible results for the manipulation and detection of droplets. The superior performance of MMC for microbial cell cultivation was validated by comparing the growth curves of six microbial strains grown in MMC, conventional shake flasks or well plates. The highest incipient growth rate for all six microbial strains was achieved by using MMC. We also conducted an 18-day process of adaptive evolution of methanol-essential Escherichia coli strain in MMC and obtained two strains exhibiting higher growth rates compared with the parent strain. Our study demonstrates the power of MMC to provide an efficient and reliable approach for automated, high-throughput microbial cultivation and adaptive evolution.

Microbial microdroplet culture system (MMC): An integrated platform for automated, high-throughput microbial cultivation and adaptive evolution.

Recently, a methanol-essential  was constructed; this strain is highly dependent on a supply of gluconate as a co-substrate for growth. Adaptive laboratory evolution is commonly applied to obtain mutants with specific phenotypes under certain selected pressure. However, conventional adaptive evolution approaches are not only laborious and time consuming, but they also come with lower throughput and inefficiency. In order to empower the aforementioned  with reduced gluconate usage and enhanced growth rate, an irrational strategy based on a microbial microdroplet culture (MMC) platform was developed in this study. Given the automatic high-throughput selection of the MMC, a three-stage regime of an adaptive evolution experiment via gradually decreasing the availability of gluconate during the cultivation was performed for 50 days continuously in order to obtain the mutations. Finally, a candidate mutant was obtained with a 3-fold faster growth rate, a 43% shorter lag phase, and 40% less gluconate usage compared with the starting strain. Moreover, the gene mutations of , and  were identified by analyzing the whole-genome sequencing of mutants, which are strongly associated with the efficiency of gluconate uptake and cell growth. In conclusion, we have successfully demonstrated the feasibility of using MMC platform to empower the target strain with specific requirements in a manner of labor, time efficiency, and directed evolution.

Article	Year
In vivo continuous evolution of metabolic pathways for chemical production. Microbial cell factories\| PubMed ID: 31088458	2019
Highly Efficient Capture of Marine Microbial Strains in Seawater Using Bare FeO Magnetic Beads. Current microbiology\| PubMed ID: 32103330	2020
Microbial microdroplet culture system (MMC): An integrated platform for automated, high-throughput microbial cultivation and adaptive evolution. Biotechnology and bioengineering\| PubMed ID: 32159223	2020
Empowering a Methanol-Dependent via Adaptive Evolution Using a High-Throughput Microbial Microdroplet Culture System. Frontiers in bioengineering and biotechnology\| PubMed ID: 32733857	2020

Xingjin Jian

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