Evidence map›Paper›PMID 34588445›Full record

ArticleNature communications2021

Protocell arrays for simultaneous detection of diverse analytes.

Yan Zhang, Taisuke Kojima, Ge-Ah Kim, Monica P McNerney, Shuichi Takayama, Mark P Styczynski

Abstract 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 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing 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

15 citing papers in PubMed.

  1. Enzymatic DNA Reaction Networks for Orchestrating Stimuli-Dependent Temporal Molecular Pulse.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  2. Recent Advances in Reactive Microdroplets for Clean Water and Energy.Advanced materials (Deerfield Beach, Fla.) · 2025
    Review
  3. Reconstituting alternative life using the test-bed of cell-free systems.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2025
    Review
  4. Dynamic Transcription Machineries in Protocells.Journal of the American Chemical Society · 2025
    Review
  5. Article
  6. Article
  7. Review
  8. Review
  9. Article
  10. Article
  11. Nucleic acid partitioning in PEG-Ficoll protocells.Journal of chemical and engineering data · 2022
    Article
  12. Low-cost, point-of-care biomarker quantification.Current opinion in biotechnology · 2022
    Review
  13. Systems biology-based analysis of cell-free systems.Current opinion in biotechnology · 2022
    Review
  14. Article
  15. Effective Use of Linear DNA in Cell-Free Expression Systems.Frontiers in bioengineering and biotechnology · 2021
    Review
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

6 authors.

Yan ZhangSchool of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA, USA.ORCID 0000-0003-0719-5456
Taisuke KojimaDepartment of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, USA.
Ge-Ah KimSchool of Materials Science and Engineering, Georgia Institute of Technology, Atlanta, GA, USA.
Monica P McNerneySchool of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA, USA.
Shuichi TakayamaDepartment of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, USA. takayama@gatech.edu.ORCID 0000-0002-4385-9080
Mark P StyczynskiSchool of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA, USA. mark.styczynski@chbe.gatech.edu.ORCID 0000-0002-1479-6658

Funding

Stem Cell Differentiation CoreU19AI116482 · NIAID · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI TAKAYAMA, SHUICHI · 2015 to 2019
$6.4M
Microfluidic Tissue Engineering of Small Airway InjuriesR01HL136141 · NHLBI · GEORGIA INSTITUTE OF TECHNOLOGY · PI GROTBERG, JAMES BERNARD, NEMZEK, JEAN A · 2017 to 2020
$2.9M
Super-resolution visualization of histones and histone modifications on individual chromatin fibersR01GM123517 · NIGMS · GEORGIA INSTITUTE OF TECHNOLOGY · PI LIU, YIFAN, TAKAYAMA, SHUICHI · 2017 to 2020
$1.6M
Synthetic biology-based detection of micronutrients with minimal equipmentR01EB022592 · NIBIB · GEORGIA INSTITUTE OF TECHNOLOGY · PI STYCZYNSKI, MARK PHILIP-WALTER · 2017 to 2020
$1.4M
NHLBI NIH HHS R01 HL136141NIAID NIH HHS U19 AI116482NIBIB NIH HHS R01 EB022592NIGMS NIH HHS R01 GM123517
6 · The paper itself

Abstract

Simultaneous detection of multiple analytes from a single sample (multiplexing), particularly when done at the point of need, can guide complex decision-making without increasing the required sample volume or cost per test. Despite recent advances, multiplexed analyte sensing still typically faces the critical limitation of measuring only one type of molecule (e.g., small molecules or nucleic acids) per assay platform. Here, we address this bottleneck with a customizable platform that integrates cell-free expression (CFE) with a polymer-based aqueous two-phase system (ATPS), producing membrane-less protocells containing transcription and translation machinery used for detection. We show that multiple protocells, each performing a distinct sensing reaction, can be arrayed in the same microwell to detect chemically diverse targets from the same sample. Furthermore, these protocell arrays are compatible with human biofluids, maintain function after lyophilization and rehydration, and can produce visually interpretable readouts, illustrating this platform's potential as a minimal-equipment, field-deployable, multi-analyte detection tool.

Indexed as

Biosensing TechniquesCell-Free SystemHigh-Throughput Screening AssaysPlasmidsPolymersWaterPolymersWater

Identifiers

PMID34588445
PMCPMC8481512

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.