Evidence map›Paper›PMID 34873183›Full record

ArticleNature communications2021

Breaking the barrier to biomolecule limit-of-detection via 3D printed multi-length-scale graphene-coated electrodes.

Md Azahar Ali, Chunshan Hu, Bin Yuan, Sanjida Jahan, Mohammad S Saleh, Zhitao Guo, Andrew J Gellman, Rahul Panat

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 25 papers.

0numbers the graph read from it
0cells of the map it votes in
25citing 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

25 citing papers in PubMed.

  1. Review
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  11. Recent Advances in 3D Printed Electrodes - Bridging the Nano to Mesoscale.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Review
  12. Article
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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

8 authors.

Md Azahar AliDepartment of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, 15213, USA.
Chunshan HuDepartment of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, 15213, USA.
Bin YuanDepartment of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, 15213, USA.
Sanjida JahanDepartment of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, 15213, USA.
Mohammad S SalehDepartment of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, 15213, USA.
Zhitao GuoDepartment of Chemical Engineering, and Wilton E. Scott Institute for Energy Innovation, Carnegie Mellon University, Pittsburgh, PA, 15213, USA.
Andrew J GellmanDepartment of Chemical Engineering, and Wilton E. Scott Institute for Energy Innovation, Carnegie Mellon University, Pittsburgh, PA, 15213, USA.ORCID http://orcid.org/0000-0001-6618-7427
Rahul PanatDepartment of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, 15213, USA. rpanat@andrew.cmu.edu.ORCID http://orcid.org/0000-0002-4824-2936

Funding

Customizable, Ultra-high Density Optic Fiber-paired Multielectrode Array by 3D Nanoparticle PrintingRF1NS110483 · NINDS · CARNEGIE-MELLON UNIVERSITY · PI PANAT, RAHUL · 2019 to 2019
$1.9M
NINDS NIH HHS RF1 NS110483
6 · The paper itself

Abstract

Sensing of clinically relevant biomolecules such as neurotransmitters at low concentrations can enable an early detection and treatment of a range of diseases. Several nanostructures are being explored by researchers to detect biomolecules at sensitivities beyond the picomolar range. It is recognized, however, that nanostructuring of surfaces alone is not sufficient to enhance sensor sensitivities down to the femtomolar level. In this paper, we break this barrier/limit by introducing a sensing platform that uses a multi-length-scale electrode architecture consisting of 3D printed silver micropillars decorated with graphene nanoflakes and use it to demonstrate the detection of dopamine at a limit-of-detection of 500 attomoles. The graphene provides a high surface area at nanoscale, while micropillar array accelerates the interaction of diffusing analyte molecules with the electrode at low concentrations. The hierarchical electrode architecture introduced in this work opens the possibility of detecting biomolecules at ultralow concentrations.

Indexed as

ElectrodesPrinting, Three-DimensionalAlgorithmsBiosensing TechniquesDopamineElectrochemical TechniquesGraphiteLab-On-A-Chip DevicesMicroscopy, Electron, ScanningModels, TheoreticalNanostructuresOxidation-ReductionReproducibility of ResultsSilverDopamineGraphiteSilver

Identifiers

PMID34873183
PMCPMC8648898

What OpenQuestion holds

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Registered trials

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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.