Gel microdroplet–based high-throughput screening for directed evolution of xylanase-producing Pichia pastoris

2019 ◽  
Vol 128 (6) ◽  
pp. 662-668 ◽  
Author(s):  
Chunxuan Ma ◽  
Zheng Lin Tan ◽  
Ying Lin ◽  
Shuangyan Han ◽  
Xinhui Xing ◽  
...  
2021 ◽  
Author(s):  
Huiling Yuan ◽  
Ying Zhou ◽  
Ran Tu ◽  
Yuping Lin ◽  
Yufeng Guo ◽  
...  

Abstract BackgroundPichia pastoris is a widely used host organism for heterologous production of industrial enzymes and other proteins, such as cellulase applied in various industries. By developing rational and irrational engineering strategies, great progress has been achieved in improving protein expression in P. pastoris. However, due to unknown genomic impact factors, the potential of the P. pastoris expression system has not been fully explored. Recently, whole-cell directed evolution, employing iterative rounds of genome-wide diversity generation and high throughput screening (HTS), is considered as a promising strategy in strain improvement at the genome level.ResultsIn this study, whole-cell directed evolution of P. pastoris, employing atmospheric and room temperature plasma (ARTP) mutagenesis and droplet-based microfluidic high-throughput screening (HTS), was developed to improve heterogenous cellulase production. The droplet-based microfluidic HTS platform based on a cellulase-catalyzed reaction of releasing fluorescence was established to be suitable for methanol-grown P. pastoris. The validation experiment showed a positive sorting efficiency of 94.4% at a sorting rate of 300 drops per second. Through five rounds of iterative ARTP mutagenesis and microfluidic screening, cellulase production capacities of mutants in each round were gradually enhanced. Among them, the best mutant strain R5-2 exhibited the cellulase activity of 11,110 ± 523 U/L, an about 2-fold increase compared to the starting strain. Whole-genome resequencing analysis further uncovered three accumulated genomic alterations in coding region during iterative ARTP mutagenesis and screening. Intriguingly, the point mutation Rsc1V22G was observed in all the top-performing producers selected from each round, and gene deletion analysis confirmed that Rsc1, a component of the RSC chromatin remodeling complex, might play an important role in cellulase production. ConclusionsWe established a droplet-based microfluidic HTS system, thereby facilitating whole-cell directed evolution of P. pastoris for enhancing cellulase production, and meanwhile identified genomic alterations by whole-genome resequencing and analyzed. Our approaches and findings would provide guides to accelerate whole-cell directed evolution of host strains and enzymes of high industrial interest.


2019 ◽  
Author(s):  
Huifang Xu ◽  
Weinan Liang ◽  
Linlin Ning ◽  
Yuanyuan Jiang ◽  
Wenxia Yang ◽  
...  

P450 fatty acid decarboxylases (FADCs) have recently been attracting considerable attention owing to their one-step direct production of industrially important 1-alkenes from biologically abundant feedstock free fatty acids under mild conditions. However, attempts to improve the catalytic activity of FADCs have met with little success. Protein engineering has been limited to selected residues and small mutant libraries due to lack of an effective high-throughput screening (HTS) method. Here, we devise a catalase-deficient <i>Escherichia coli</i> host strain and report an HTS approach based on colorimetric detection of H<sub>2</sub>O<sub>2</sub>-consumption activity of FADCs. Directed evolution enabled by this method has led to effective identification for the first time of improved FADC variants for medium-chain 1-alkene production from both DNA shuffling and random mutagenesis libraries. Advantageously, this screening method can be extended to other enzymes that stoichiometrically utilize H<sub>2</sub>O<sub>2</sub> as co-substrate.


Author(s):  
Ulrich Markel ◽  
Pia Lanvers ◽  
Daniel F. Sauer ◽  
Malte Wittwer ◽  
Gaurao V. Dhoke ◽  
...  

2013 ◽  
Vol 52 (21) ◽  
pp. 5571-5574 ◽  
Author(s):  
Ryan Lauchli ◽  
Kersten S. Rabe ◽  
Karolina Z. Kalbarczyk ◽  
Amulya Tata ◽  
Thomas Heel ◽  
...  

ACS Catalysis ◽  
2012 ◽  
Vol 2 (12) ◽  
pp. 2724-2728 ◽  
Author(s):  
Anna Joëlle Ruff ◽  
Alexander Dennig ◽  
Georgette Wirtz ◽  
Milan Blanusa ◽  
Ulrich Schwaneberg

2006 ◽  
Vol 3 (8) ◽  
pp. 609-614 ◽  
Author(s):  
Amir Aharoni ◽  
Karena Thieme ◽  
Cecilia P C Chiu ◽  
Sabrina Buchini ◽  
Luke L Lairson ◽  
...  

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