Evidence map›Paper›PMID 34446711›Full record

ArticleNature communications2021

An integrated in vivo/in vitro framework to enhance cell-free biosynthesis with metabolically rewired yeast extracts.

Blake J Rasor, Xiunan Yi, Hunter Brown, Hal S Alper, Michael C Jewett

Open access · goldAbstract read
In one paragraph

Article in Nature communications, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
2.0field-weighted citation impact, top 12% 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

19 citing papers in PubMed, 35 citations in OpenAlex.

  1. Synthetic and systems biotechnology · 2026
    Review
  2. Review
  3. Review
  4. Review
  5. Review
  6. Review
  7. BeyondChemical reviews · 2025
    Review
  8. Review
  9. Frontiers in cell and developmental biology · 2025
    Review
  10. Article
  11. Article
  12. Article
  13. Article
  14. Rewiring cell-free metabolic flux inSynthetic biology (Oxford, England) · 2023
    Article
  15. Cell-Free Display Techniques for Protein Evolution.Advances in biochemical engineering/biotechnology · 2023
    Article
  16. Article
  17. Article
  18. Systems biology-based analysis of cell-free systems.Current opinion in biotechnology · 2022
    Review
  19. Article
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

5 authors at 2 institutions in 1 country.

Blake J RasorDepartment of Chemical and Biological Engineering, Northwestern University, Evanston, IL, USA.ORCID http://orcid.org/0000-0001-6662-341X
Xiunan YiInstitute for Cellular and Molecular Biology, The University of Texas at Austin, Austin, TX, USA.
Hunter BrownDepartment of Chemical and Biological Engineering, Northwestern University, Evanston, IL, USA.
Hal S AlperInstitute for Cellular and Molecular Biology, The University of Texas at Austin, Austin, TX, USA. halper@che.utexas.edu.ORCID http://orcid.org/0000-0002-8246-8605
Michael C JewettDepartment of Chemical and Biological Engineering, Northwestern University, Evanston, IL, USA. m-jewett@northwestern.edu.ORCID http://orcid.org/0000-0003-2948-6211
Northwestern University · USThe University of Texas at Austin · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cell-free systems using crude cell extracts present appealing opportunities for designing biosynthetic pathways and enabling sustainable chemical synthesis. However, the lack of tools to effectively manipulate the underlying host metabolism in vitro limits the potential of these systems. Here, we create an integrated framework to address this gap that leverages cell extracts from host strains genetically rewired by multiplexed CRISPR-dCas9 modulation and other metabolic engineering techniques. As a model, we explore conversion of glucose to 2,3-butanediol in extracts from flux-enhanced Saccharomyces cerevisiae strains. We show that cellular flux rewiring in several strains of S. cerevisiae combined with systematic optimization of the cell-free reaction environment significantly increases 2,3-butanediol titers and volumetric productivities, reaching productivities greater than 0.9 g/L-h. We then show the generalizability of the framework by improving cell-free itaconic acid and glycerol biosynthesis. Our coupled in vivo/in vitro metabolic engineering approach opens opportunities for synthetic biology prototyping efforts and cell-free biomanufacturing.

Indexed as

Biosynthetic PathwaysButylene GlycolsCell-Free SystemGlucoseGlycerolMetabolic EngineeringSaccharomyces cerevisiaeSynthetic Biology2,3-butylene glycolButylene GlycolsGlucoseGlycerol

Identifiers

PMID34446711
PMCPMC8390474
OpenAlexW3194945810

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.