Evidence map›Paper›PMID 26261321›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2015

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

Mingtao Huang, Yunpeng Bai, Staffan L Sjostrom, Björn M Hallström, Zihe Liu, Dina Petranovic, Mathias Uhlén, Haakan N Joensson, Helene Andersson-Svahn, Jens Nielsen

Open access · bronzeAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 68 papers.

0numbers the graph read from it
0cells of the map it votes in
68citing papers in PubMed
8.3field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

68 citing papers in PubMed, 196 citations in OpenAlex.

  1. Iterative evolution ofSynthetic and systems biotechnology · 2026
    Article
  2. Review
  3. Review
  4. The Power of Yeast.Yeast (Chichester, England) · 2025
    Review
  5. Article
  6. Article
  7. Multi-Omics Analysis Reveals Impacts of LincRNA Deletion on Yeast Protein Synthesis.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Article
  8. Article
  9. Article
  10. Article
  11. Screening microorganisms with robust and stable protein expression and secretion capacity.Protein science : a publication of the Protein Society · 2025
    Article
  12. Article
  13. Directed evolution of material-producing microorganisms.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  14. Article
  15. Article
  16. EngineeringEngineering microbiology · 2024
    Review
  17. Article
  18. Article
  19. Review
  20. Article

8 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors at 4 institutions in 2 countries.

Mingtao HuangDepartment of Biology and Biological Engineering, Chalmers University of Technology, SE41296 Gothenburg, Sweden; Novo Nordisk Foundation Center for Biosustainability, Chalmers University of Technology, SE41296 Gothenburg, Sweden;
Yunpeng BaiNovo Nordisk Foundation Center for Biosustainability, KTH Royal Institute of Technology, SE10691 Stockholm, Sweden; Science for Life Laboratory, KTH Royal Institute of Technology, SE17165 Solna, Sweden; Division of Proteomics and Nanobiotechnology, KTH Royal Institute of Technology, SE10691 Stockholm, Sweden;
Staffan L SjostromNovo Nordisk Foundation Center for Biosustainability, KTH Royal Institute of Technology, SE10691 Stockholm, Sweden; Science for Life Laboratory, KTH Royal Institute of Technology, SE17165 Solna, Sweden; Division of Proteomics and Nanobiotechnology, KTH Royal Institute of Technology, SE10691 Stockholm, Sweden;
Björn M HallströmNovo Nordisk Foundation Center for Biosustainability, KTH Royal Institute of Technology, SE10691 Stockholm, Sweden; Science for Life Laboratory, KTH Royal Institute of Technology, SE17165 Solna, Sweden; Division of Proteomics and Nanobiotechnology, KTH Royal Institute of Technology, SE10691 Stockholm, Sweden;
Zihe LiuDepartment of Biology and Biological Engineering, Chalmers University of Technology, SE41296 Gothenburg, Sweden; Novo Nordisk Foundation Center for Biosustainability, Chalmers University of Technology, SE41296 Gothenburg, Sweden;
Dina PetranovicDepartment of Biology and Biological Engineering, Chalmers University of Technology, SE41296 Gothenburg, Sweden; Novo Nordisk Foundation Center for Biosustainability, Chalmers University of Technology, SE41296 Gothenburg, Sweden;
Mathias UhlénNovo Nordisk Foundation Center for Biosustainability, KTH Royal Institute of Technology, SE10691 Stockholm, Sweden; Science for Life Laboratory, KTH Royal Institute of Technology, SE17165 Solna, Sweden; Division of Proteomics and Nanobiotechnology, KTH Royal Institute of Technology, SE10691 Stockholm, Sweden; Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, DK2970 Hørsholm, Denmark.
Haakan N JoenssonNovo Nordisk Foundation Center for Biosustainability, KTH Royal Institute of Technology, SE10691 Stockholm, Sweden; Science for Life Laboratory, KTH Royal Institute of Technology, SE17165 Solna, Sweden; Division of Proteomics and Nanobiotechnology, KTH Royal Institute of Technology, SE10691 Stockholm, Sweden;
Helene Andersson-SvahnNovo Nordisk Foundation Center for Biosustainability, KTH Royal Institute of Technology, SE10691 Stockholm, Sweden; Science for Life Laboratory, KTH Royal Institute of Technology, SE17165 Solna, Sweden; Division of Proteomics and Nanobiotechnology, KTH Royal Institute of Technology, SE10691 Stockholm, Sweden;
Jens NielsenDepartment of Biology and Biological Engineering, Chalmers University of Technology, SE41296 Gothenburg, Sweden; Novo Nordisk Foundation Center for Biosustainability, Chalmers University of Technology, SE41296 Gothenburg, Sweden; Science for Life Laboratory, KTH Royal Institute of Technology, SE17165 Solna, Sweden; Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, DK2970 Hørsholm, Denmark nielsenj@chalmers.se.
Science for Life Laboratory · SEChalmers University of Technology · SEKTH Royal Institute of Technology · SETechnical University of Denmark · DK

Funding

European Research Council 247013
6 · The paper itself

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.

Indexed as

Genome, FungalMicrofluidicsMutationSaccharomyces cerevisiae ProteinsSaccharomyces cerevisiae Proteinsdroplet microfluidicsprotein secretionrandom mutagenesissystems biologyyeast cell factories

Identifiers

PMID26261321
PMCPMC4553813
OpenAlexW1904777810

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.