Evidence map›Paper›PMID 34855041›Full record

ArticleMikrochimica acta2021

Multiplexed assessment of engineered bacterial constructs for intracellular β-galactosidase expression by redox amplification on catechol-chitosan modified nanoporous gold.

Yi Liu, John H Moore, Svetlana Harbaugh, Jorge Chavez, Chia-Fu Chou, Nathan S Swami

Abstract read
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In one paragraph

Article in Mikrochimica acta, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
0.4field-weighted citation impact, top 45% 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

1 citing paper in PubMed, 6 citations in OpenAlex.

  1. CHBiosensors · 2025
    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

6 authors at 3 institutions in 2 countries.

Yi LiuElectrical and Computer Engineering, University of Virginia, Charlottesville, VA, 22904, USA.
John H MooreElectrical and Computer Engineering, University of Virginia, Charlottesville, VA, 22904, USA.
Svetlana Harbaugh711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson Air Force Base, OH, 45433, Dayton, USA.
Jorge Chavez711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson Air Force Base, OH, 45433, Dayton, USA.
Chia-Fu ChouInstitute of Physics, Academia Sinica, Taipei, Taiwan.
Nathan S SwamiElectrical and Computer Engineering, University of Virginia, Charlottesville, VA, 22904, USA. nswami@virginia.edu.ORCID http://orcid.org/0000-0002-0492-1160
University of Virginia · USWright-Patterson Air Force Base · USInstitute of Physics, Academia Sinica · TW

Funding

air force office of scientific research FA2386-18-1-4100Air Force Office of Scientific Research FA2386-21-1-4070darden school of business, university of virginia Global Infectious Diseases Institutedarden school of business, university of virginia See Award
6 · The paper itself

Abstract

Synthetic biology approaches for rewiring of bacterial constructs to express particular intracellular factors upon induction with the target analyte are emerging as sensing paradigms for applications in environmental and in vivo monitoring. To aid in the design and optimization of bacterial constructs for sensing analytes, there is a need for lysis-free intracellular detection modalities that monitor the signal level and kinetics of expressed factors within different modified bacteria in a multiplexed manner, without requiring cumbersome surface immobilization. Herein, an electrochemical detection system on nanoporous gold that is electrofabricated with a biomaterial redox capacitor is presented for quantifying β-galactosidase expressed inside modified Escherichia coli constructs upon induction with dopamine. This nanostructure-mediated redox amplification approach on a microfluidic platform allows for multiplexed assessment of the expressed intracellular factors from different bacterial constructs suspended in distinct microchannels, with no need for cell lysis or immobilization. Since redox mediators present over the entire depth of the microchannel can interact with the electrode and with the E. coli construct in each channel, the platform exhibits high sensitivity and enables multiplexing. We envision its application in assessing synthetic biology-based approaches for comparing specificity, sensitivity, and signal response time upon induction with target analytes of interest.

Indexed as

Nanoporesbeta-GalactosidaseCatecholsChitosanDopamineElectrochemical TechniquesEscherichia coliEscherichia coli ProteinsGalactosidesGoldLimit of DetectionMicrofluidic Analytical TechniquesOxidation-ReductionRutheniumTrans-Activators4-aminophenyl-beta-galactosidebeta-GalactosidasecatecholCatecholsChitosanDopamineEscherichia coli ProteinsFeaR protein, E coliGalactosidesGoldRutheniumTrans-ActivatorsBacterial constructsMicrofluidicsNanoporous goldRedox amplificationRedox capacitorSynthetic biology

Identifiers

PMID34855041
OpenAlexW3216739179

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.