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Bai, Yunpeng
Publications (6 of 6) Show all publications
Huang, M., Bai, Y., Sjöström, S. L., Hallström, B. M., Liu, Z., Petranovic, D., . . . Nielsen, J. (2015). Microfluidic screening and whole-genome sequencing identifies mutations associated with improved protein secretion by yeast [Letter to the editor]. Proceedings of the National Academy of Sciences of the United States of America, 112(34), E4689-E4696
Open this publication in new window or tab >>Microfluidic screening and whole-genome sequencing identifies mutations associated with improved protein secretion by yeast
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2015 (English)In: Proceedings of the National Academy of Sciences of the United States of America, ISSN 0027-8424, E-ISSN 1091-6490, Vol. 112, no 34, p. E4689-E4696Article in journal, Letter (Other academic) Published
Abstract [en]

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 highthroughput 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 wholegenome 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.

Place, publisher, year, edition, pages
NATL ACAD SCIENCES, 2015
Keywords
protein secretion;yeast cell factories, droplet microfluidics, random mutagenesis, systems biology
National Category
Biochemistry Molecular Biology
Identifiers
urn:nbn:se:kth:diva-159295 (URN)10.1073/pnas.1506460112 (DOI)000360005600010 ()26261321 (PubMedID)2-s2.0-84940521020 (Scopus ID)
Note

QC 20160429

Available from: 2015-01-28 Created: 2015-01-28 Last updated: 2025-02-20Bibliographically approved
Sjöström, S. L., Bai, Y., Huang, M., Liu, Z., Nielsen, J., Jönsson, H. N. & Andersson Svahn, H. (2014). High-throughput screening for industrial enzyme production hosts by droplet microfluidics. Lab on a Chip, 14(4), 806-813
Open this publication in new window or tab >>High-throughput screening for industrial enzyme production hosts by droplet microfluidics
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2014 (English)In: Lab on a Chip, ISSN 1473-0197, E-ISSN 1473-0189, Vol. 14, no 4, p. 806-813Article in journal (Refereed) Published
Abstract [en]

A high-throughput method for single cell screening by microfluidic droplet sorting is applied to a whole-genome mutated yeast cell library yielding improved production hosts of secreted industrial enzymes. The sorting method is validated by enriching a yeast strain 14 times based on its a-amylase production, close to the theoretical maximum enrichment. Furthermore, a 105 member yeast cell library is screened yielding a clone with a more than 2-fold increase in a-amylase production. The increase in enzyme production results from an improvement of the cellular functions of the production host in contrast to previous droplet-based directed evolution that has focused on improving enzyme protein structure. In the workflow presented, enzyme producing single cells are encapsulated in 20 pL droplets with a fluorogenic reporter substrate. The coupling of a desired phenotype (secreted enzyme concentration) with the genotype (contained in the cell) inside a droplet enables selection of single cells with improved enzyme production capacity by droplet sorting. The platform has a throughput over 300 times higher than that of the current industry standard, an automated microtiter plate screening system. At the same time, reagent consumption for a screening experiment is decreased a million fold, greatly reducing the costs of evolutionary engineering of production strains.

Keywords
Saccharomyces-Cerevisiae, Directed Evolution, Microdroplets, Selection, Systems, Assays
National Category
Biochemistry Molecular Biology
Identifiers
urn:nbn:se:kth:diva-141316 (URN)10.1039/c3lc51202a (DOI)000330046100024 ()24366236 (PubMedID)2-s2.0-84893020696 (Scopus ID)
Funder
Swedish Research CouncilScience for Life Laboratory - a national resource center for high-throughput molecular bioscience
Note

QC 20140214

Available from: 2014-02-14 Created: 2014-02-13 Last updated: 2025-02-20Bibliographically approved
Bai, Y., Weibull, E., Jönsson, H. & Andersson Svahn, H. (2014). Interfacing picoliter droplet microfluidics with addressable microliter compartments using fluorescence activated cell sorting. Sensors and actuators. B, Chemical, 194, 249-254
Open this publication in new window or tab >>Interfacing picoliter droplet microfluidics with addressable microliter compartments using fluorescence activated cell sorting
2014 (English)In: Sensors and actuators. B, Chemical, ISSN 0925-4005, E-ISSN 1873-3077, Vol. 194, p. 249-254Article in journal (Refereed) Published
Abstract [en]

Droplet microfluidic platforms have, while enabling high-throughput manipulations and the assaying of single cell scale compartments, been lacking interfacing to allow macro scale access to the output from droplet microfluidic operations. Here, we present a simple and high-throughput method for individually directing cell containing droplets to an addressable and macro scale accessible microwell slide for downstream analysis. Picoliter aqueous droplets containing low gelling point agarose and eGFP expressing Escherichia coli (E. coli) are created in a microfluidic device, solidified to agarose beads and transferred into an aqueous buffer. A Fluorescence activated cell sorter (FACS) is used to sort agarose beads containing cells into microwells in which the growth and expansion of cell colonies is monitored. We demonstrate fast sorting and high accuracy positioning of sorted 15 μm gelled droplet agarose beads into microwells (14 × 48) on a 25 mm × 75 mm microscope slide format using a FACS with a 100 μm nozzle and an xy-stage. The interfacing method presented here enables the products of high-throughput or single cell scale droplet microfluidics assays to be output to a wide range of microtiter plate formats familiar to biological researchers lowering the barriers for utilization of these microfluidic platforms.

Keywords
Droplet microfluidics, Fluorescence activated cell sorting, Agarose beads, Microwell slide, Escherichia coli
National Category
Biomedical Laboratory Science/Technology
Identifiers
urn:nbn:se:kth:diva-140109 (URN)10.1016/j.snb.2013.12.089 (DOI)000331575400033 ()2-s2.0-84892492768 (Scopus ID)
Funder
Science for Life Laboratory - a national resource center for high-throughput molecular bioscienceSwedish Research Council
Note

QC 20140117

Available from: 2014-01-17 Created: 2014-01-17 Last updated: 2024-03-15Bibliographically approved
Sjöström, S., Bai, Y., Huang, M., Nielsen, J., Jönsson, H. & Svahn Andersson, H. (2013). Droplet based directed evolution of yeast cell factories doubles production of industrial enzymes. In: 17th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2013: . Paper presented at 17th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2013, 27 October 2013 through 31 October 2013, Freiburg (pp. 1270-1272). Chemical and Biological Microsystems Society
Open this publication in new window or tab >>Droplet based directed evolution of yeast cell factories doubles production of industrial enzymes
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2013 (English)In: 17th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2013, Chemical and Biological Microsystems Society , 2013, p. 1270-1272Conference paper, Published paper (Refereed)
Abstract [en]

We present a high throughput micro-droplet based method for directed evolution of yeast cell factories for improved production of industrial enzymes. The workflow includes a fluorescently activated droplet sorter which was found to accurately sort droplets with a false positive rate of 0.0002 at 300 Hz. The workflow was used to screen a library of α-amylase expressing yeast mutants. A candidate yeast strain with a more than twofold increase in α-amylase production was isolated from a single round of directed evolution.

Place, publisher, year, edition, pages
Chemical and Biological Microsystems Society, 2013
Keywords
Amylases, Enzymes, Throughput, Yeast, Amylase production, Directed evolution, Droplet microfluidics, False positive rates, High throughput, Industrial enzymes, Micro-droplet, Yeast strain, Drops
National Category
Biochemistry Molecular Biology
Identifiers
urn:nbn:se:kth:diva-280428 (URN)2-s2.0-84892513319 (Scopus ID)9781632666246 (ISBN)
Conference
17th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2013, 27 October 2013 through 31 October 2013, Freiburg
Note

QC 20200921

Available from: 2020-09-21 Created: 2020-09-21 Last updated: 2025-02-20Bibliographically approved
Weibull, E., Bai, Y., Jönsson, H. & Andersson Svahn, H. (2013). Interfacing picoliter droplet microfluidics with addressable μl-compartments using FACS. In: 17th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2013: . Paper presented at 17th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2013; Freiburg; Germany (pp. 1632-1634). , 3
Open this publication in new window or tab >>Interfacing picoliter droplet microfluidics with addressable μl-compartments using FACS
2013 (English)In: 17th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2013, 2013, Vol. 3, p. 1632-1634Conference paper, Published paper (Refereed)
Abstract [en]

We present a high-throughput technique to interface picoliter droplet microfluidics for single cell analysis with a macro scale accessible array platform by the addition of an agarose gelling agent to droplets and patterned positioning of the resulting hydrogel beads using a fluorescence activated cell sorter (FACS). This resulted in a pattern with 95 % single bead accuracy. Agarose beads containing eGFP expressing E. Coli were single sorted into microwells and E. coli growth was monitored over time.

National Category
Other Chemistry Topics Biological Sciences
Identifiers
urn:nbn:se:kth:diva-168783 (URN)2-s2.0-84907360882 (Scopus ID)
Conference
17th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2013; Freiburg; Germany
Funder
Science for Life Laboratory - a national resource center for high-throughput molecular bioscience
Note

QC 20150612

Available from: 2015-06-12 Created: 2015-06-09 Last updated: 2024-03-15Bibliographically approved
Volk, A.-L., Hansen, H. G., Lundqvist, M., Hammar, P., Bai, Y., Kol, S., . . . Rockberg, J.Droplet microfluidics and split-GFP complementation enable selection of Chinese hamster ovary cells with high specific productivity of therapeutic glycoproteins.
Open this publication in new window or tab >>Droplet microfluidics and split-GFP complementation enable selection of Chinese hamster ovary cells with high specific productivity of therapeutic glycoproteins
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(English)Manuscript (preprint) (Other academic)
National Category
Pharmaceutical and Medical Biotechnology
Identifiers
urn:nbn:se:kth:diva-212929 (URN)
Note

QC 20170828

Available from: 2017-08-24 Created: 2017-08-24 Last updated: 2025-02-10Bibliographically approved
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