Literature DB >> 26261321

Microfluidic screening and whole-genome sequencing identifies mutations associated with improved protein secretion by yeast.

Mingtao Huang1, Yunpeng Bai2, Staffan L Sjostrom2, Björn M Hallström2, Zihe Liu1, Dina Petranovic1, Mathias Uhlén3, Haakan N Joensson2, Helene Andersson-Svahn2, Jens Nielsen4.   

Abstract

There is an increasing demand for biotech-based production of recombinant proteins for use as pharmaceuticals in the food and feed industry and in industrial applications. Yeast Saccharomyces cerevisiae is among preferred cell factories for recombinant protein production, and there is increasing interest in improving its protein secretion capacity. Due to the complexity of the secretory machinery in eukaryotic cells, it is difficult to apply rational engineering for construction of improved strains. Here we used high-throughput microfluidics for the screening of yeast libraries, generated by UV mutagenesis. Several screening and sorting rounds resulted in the selection of eight yeast clones with significantly improved secretion of recombinant α-amylase. Efficient secretion was genetically stable in the selected clones. We performed whole-genome sequencing of the eight clones and identified 330 mutations in total. Gene ontology analysis of mutated genes revealed many biological processes, including some that have not been identified before in the context of protein secretion. Mutated genes identified in this study can be potentially used for reverse metabolic engineering, with the objective to construct efficient cell factories for protein secretion. The combined use of microfluidics screening and whole-genome sequencing to map the mutations associated with the improved phenotype can easily be adapted for other products and cell types to identify novel engineering targets, and this approach could broadly facilitate design of novel cell factories.

Entities:  

Keywords:  droplet microfluidics; protein secretion; random mutagenesis; systems biology; yeast cell factories

Mesh:

Substances:

Year:  2015        PMID: 26261321      PMCID: PMC4553813          DOI: 10.1073/pnas.1506460112

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  28 in total

1.  HDA2 and HDA3 are related proteins that interact with and are essential for the activity of the yeast histone deacetylase HDA1.

Authors:  J Wu; A A Carmen; R Kobayashi; N Suka; M Grunstein
Journal:  Proc Natl Acad Sci U S A       Date:  2001-04-03       Impact factor: 11.205

Review 2.  Fabrication of microfluidic systems in poly(dimethylsiloxane).

Authors:  J C McDonald; D C Duffy; J R Anderson; D T Chiu; H Wu; O J Schueller; G M Whitesides
Journal:  Electrophoresis       Date:  2000-01       Impact factor: 3.535

Review 3.  Yesterday's polyploids and the mystery of diploidization.

Authors:  K H Wolfe
Journal:  Nat Rev Genet       Date:  2001-05       Impact factor: 53.242

4.  Blocking endocytotic mechanisms to improve heterologous protein titers in Saccharomyces cerevisiae.

Authors:  William A Rodríguez-Limas; Victoria Tannenbaum; Keith E J Tyo
Journal:  Biotechnol Bioeng       Date:  2014-10-10       Impact factor: 4.530

5.  High-throughput screening for industrial enzyme production hosts by droplet microfluidics.

Authors:  Staffan L Sjostrom; Yunpeng Bai; Mingtao Huang; Zihe Liu; Jens Nielsen; Haakan N Joensson; Helene Andersson Svahn
Journal:  Lab Chip       Date:  2014-02-21       Impact factor: 6.799

Review 6.  Engineering of protein folding and secretion-strategies to overcome bottlenecks for efficient production of recombinant proteins.

Authors:  Marizela Delic; Rebecca Göngrich; Diethard Mattanovich; Brigitte Gasser
Journal:  Antioxid Redox Signal       Date:  2014-03-24       Impact factor: 8.401

7.  Biofuels. Altered sterol composition renders yeast thermotolerant.

Authors:  Luis Caspeta; Yun Chen; Payam Ghiaci; Amir Feizi; Steen Buskov; Björn M Hallström; Dina Petranovic; Jens Nielsen
Journal:  Science       Date:  2014-10-02       Impact factor: 47.728

8.  Transcriptional regulatory networks in Saccharomyces cerevisiae.

Authors:  Tong Ihn Lee; Nicola J Rinaldi; François Robert; Duncan T Odom; Ziv Bar-Joseph; Georg K Gerber; Nancy M Hannett; Christopher T Harbison; Craig M Thompson; Itamar Simon; Julia Zeitlinger; Ezra G Jennings; Heather L Murray; D Benjamin Gordon; Bing Ren; John J Wyrick; Jean-Bosco Tagne; Thomas L Volkert; Ernest Fraenkel; David K Gifford; Richard A Young
Journal:  Science       Date:  2002-10-25       Impact factor: 47.728

9.  Microfluidic high-throughput culturing of single cells for selection based on extracellular metabolite production or consumption.

Authors:  Benjamin L Wang; Adel Ghaderi; Hang Zhou; Jeremy Agresti; David A Weitz; Gerald R Fink; Gregory Stephanopoulos
Journal:  Nat Biotechnol       Date:  2014-04-06       Impact factor: 54.908

10.  Improved production of a heterologous amylase in Saccharomyces cerevisiae by inverse metabolic engineering.

Authors:  Zihe Liu; Lifang Liu; Tobias Österlund; Jin Hou; Mingtao Huang; Linn Fagerberg; Dina Petranovic; Mathias Uhlén; Jens Nielsen
Journal:  Appl Environ Microbiol       Date:  2014-06-27       Impact factor: 4.792

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  28 in total

1.  Engineering the protein secretory pathway of Saccharomyces cerevisiae enables improved protein production.

Authors:  Mingtao Huang; Guokun Wang; Jiufu Qin; Dina Petranovic; Jens Nielsen
Journal:  Proc Natl Acad Sci U S A       Date:  2018-11-05       Impact factor: 11.205

2.  RNAi expression tuning, microfluidic screening, and genome recombineering for improved protein production in Saccharomyces cerevisiae.

Authors:  Guokun Wang; Sara M Björk; Mingtao Huang; Quanli Liu; Kate Campbell; Jens Nielsen; Haakan N Joensson; Dina Petranovic
Journal:  Proc Natl Acad Sci U S A       Date:  2019-04-18       Impact factor: 11.205

3.  CRISPR/Cas9-mediated point mutations improve α-amylase secretion in Saccharomyces cerevisiae.

Authors:  Yanyan Wang; Xiaowei Li; Xin Chen; Verena Siewers
Journal:  FEMS Yeast Res       Date:  2022-07-15       Impact factor: 2.923

4.  Ultrahigh-throughput screening of industrial enzyme-producing strains by droplet-based microfluidic system.

Authors:  Huiling Yuan; Ran Tu; Xinwei Tong; Yuping Lin; Yuanyuan Zhang; Qinhong Wang
Journal:  J Ind Microbiol Biotechnol       Date:  2022-05-25       Impact factor: 4.258

Review 5.  Microfluidics in systems biology-hype or truly useful?

Authors:  Yi Liu; Hang Lu
Journal:  Curr Opin Biotechnol       Date:  2016-06       Impact factor: 9.740

6.  Moderate Expression of SEC16 Increases Protein Secretion by Saccharomyces cerevisiae.

Authors:  Jichen Bao; Mingtao Huang; Dina Petranovic; Jens Nielsen
Journal:  Appl Environ Microbiol       Date:  2017-06-30       Impact factor: 4.792

7.  Droplet-based microfluidic platform for high-throughput screening of Streptomyces.

Authors:  Ran Tu; Yue Zhang; Erbing Hua; Likuan Bai; Huamei Huang; Kaiyue Yun; Meng Wang
Journal:  Commun Biol       Date:  2021-05-31

8.  Expression of antibody fragments in Saccharomyces cerevisiae strains evolved for enhanced protein secretion.

Authors:  Yanyan Wang; Xiaowei Li; Xin Chen; Jens Nielsen; Dina Petranovic; Verena Siewers
Journal:  Microb Cell Fact       Date:  2021-07-14       Impact factor: 5.328

Review 9.  Modifying Yeast Tolerance to Inhibitory Conditions of Ethanol Production Processes.

Authors:  Luis Caspeta; Tania Castillo; Jens Nielsen
Journal:  Front Bioeng Biotechnol       Date:  2015-11-11

10.  The Yeast eIF2 Kinase Gcn2 Facilitates H2O2-Mediated Feedback Inhibition of Both Protein Synthesis and Endoplasmic Reticulum Oxidative Folding during Recombinant Protein Production.

Authors:  Veronica Gast; Kate Campbell; Cecilia Picazo; Martin Engqvist; Verena Siewers; Mikael Molin
Journal:  Appl Environ Microbiol       Date:  2021-07-13       Impact factor: 4.792

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