Evidence map›Paper›PMID 26839585›Full record

ArticleJournal of biological engineering2016

End-to-end automated microfluidic platform for synthetic biology: from design to functional analysis.

Gregory Linshiz, Erik Jensen, Nina Stawski, Changhao Bi, Nick Elsbree, Hong Jiao, Jungkyu Kim, Richard Mathies, Jay D Keasling, Nathan J Hillson

Abstract read
In one paragraph

Article in Journal of biological engineering, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed
–field-weighted citation impact
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

24 citing papers in PubMed.

  1. DecipheringMicroorganisms · 2026
    Review
  2. Review
  3. Review
  4. Controlling Biomedical Devices Using Pneumatic Logic.Annals of biomedical engineering · 2025
    Article
  5. Article
  6. Review
  7. Review
  8. Review
  9. Article
  10. Review
  11. Article
  12. Article
  13. Article
  14. Review
  15. Review
  16. Article
  17. Article
  18. Review
  19. Improving Reproducibility in Synthetic Biology.Frontiers in bioengineering and biotechnology · 2019
    Article
  20. 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

10 authors.

Gregory LinshizFuels Synthesis and Technologies Divisions, Joint BioEnergy Institute, Emeryville, CA 94608 USA ; Biological Systems and Engineering Division, Lawrence Berkeley National Lab, Berkeley, CA 94720 USA ; DNA Synthesis Science Program, DOE Joint Genome Institute, Walnut Creek, CA 94598 USA.
Erik JensenChemistry Department, University of California, Berkeley, CA 94720 USA ; HJ Science & Technology Inc., Berkeley, CA 94710 USA.
Nina StawskiFuels Synthesis and Technologies Divisions, Joint BioEnergy Institute, Emeryville, CA 94608 USA ; Biological Systems and Engineering Division, Lawrence Berkeley National Lab, Berkeley, CA 94720 USA.
Changhao BiBiological Systems and Engineering Division, Lawrence Berkeley National Lab, Berkeley, CA 94720 USA ; Present address: Tianjin Institute of Biotechnology, Chinese Academy of Sciences, Tianjin, China.
Nick ElsbreeFuels Synthesis and Technologies Divisions, Joint BioEnergy Institute, Emeryville, CA 94608 USA ; Biological Systems and Engineering Division, Lawrence Berkeley National Lab, Berkeley, CA 94720 USA.
Hong JiaoHJ Science & Technology Inc., Berkeley, CA 94710 USA.
Jungkyu KimChemistry Department, University of California, Berkeley, CA 94720 USA ; Present address: Department of Mechanical Engineering, Texas Tech University, Lubbock, TX 79409 USA.
Richard MathiesChemistry Department, University of California, Berkeley, CA 94720 USA.
Jay D KeaslingFuels Synthesis and Technologies Divisions, Joint BioEnergy Institute, Emeryville, CA 94608 USA ; Biological Systems and Engineering Division, Lawrence Berkeley National Lab, Berkeley, CA 94720 USA ; Department of Chemical & Biomolecular Engineering and Department of Bioengineering, University of California, Berkeley, CA 94720 USA.
Nathan J HillsonFuels Synthesis and Technologies Divisions, Joint BioEnergy Institute, Emeryville, CA 94608 USA ; Biological Systems and Engineering Division, Lawrence Berkeley National Lab, Berkeley, CA 94720 USA ; DNA Synthesis Science Program, DOE Joint Genome Institute, Walnut Creek, CA 94598 USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSynthetic biology aims to engineer biological systems for desired behaviors. The construction of these systems can be complex, often requiring genetic reprogramming, extensive de novo DNA synthesis, and functional screening.

resultsHerein, we present a programmable, multipurpose microfluidic platform and associated software and apply the platform to major steps of the synthetic biology research cycle: design, construction, testing, and analysis. We show the platform's capabilities for multiple automated DNA assembly methods, including a new method for Isothermal Hierarchical DNA Construction, and for Escherichia coli and Saccharomyces cerevisiae transformation. The platform enables the automated control of cellular growth, gene expression induction, and proteogenic and metabolic output analysis.

conclusionsTaken together, we demonstrate the microfluidic platform's potential to provide end-to-end solutions for synthetic biology research, from design to functional analysis.

Indexed as

AnalysisCell cultureDNA assemblyMicrofluidicsSynthetic biologyTransformation

Identifiers

PMID26839585
PMCPMC4736182

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.