Evidence map›Paper›PMID 37275264›Full record

ArticleMicrosystems & nanoengineering2023

Highly stable integration of graphene Hall sensors on a microfluidic platform for magnetic sensing in whole blood.

Nishal Shah, Vasant Iyer, Zhiping Zhang, Zhaoli Gao, Juhwan Park, Venkata Yelleswarapu, Firooz Aflatouni, A T Charlie Johnson, David Issadore

Abstract read
In one paragraph

Article in Microsystems & nanoengineering, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. From Sensing Mechanisms to System Co-Design: Graphene-Based Sensors and Readout Circuits.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Review
  3. 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

9 authors.

Nishal Shah *Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104 USA.
Vasant Iyer *Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA 19104 USA.
Zhiping ZhangDepartment of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104 USA.
Zhaoli GaoDepartment of Biomedical Engineering, Chinese University of Hong Kong, Shatin, Hong Kong.ORCID 0000-0003-3114-2207
Juhwan ParkDepartment of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104 USA.
Venkata YelleswarapuDepartment of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104 USA.
Firooz AflatouniDepartment of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA 19104 USA.
A T Charlie JohnsonDepartment of Physics and Astronomy, University of Pennsylvania, Philadelphia, PA 19104 USA.ORCID 0000-0002-5402-1224
David IssadoreDepartment of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104 USA.

Funding

Translational Research Support CoreP30ES013508 · NIEHS · UNIVERSITY OF PENNSYLVANIA · PI Trevor M Penning · 2006 to 2026
$35.3M
Nanomagnetic isolation and sensing for mobile HIV-1 self-testingR61AI147406 · NIAID · UNIVERSITY OF PENNSYLVANIA · PI ISSADORE, DAVID AARON · 2019 to 2021
$1.4M
Rapid unbiased isolation and in situ RNA analysis of circulating tumor cells using a magnetic micropore-based diagnostic chipR33CA206907 · NCI · UNIVERSITY OF PENNSYLVANIA · PI ISSADORE, DAVID AARON · 2017 to 2019
$1.1M
High Throughput Digital Droplet ELISA for Ultrasensitive Multiplexed DiagnosticsR21CA236653 · NCI · UNIVERSITY OF PENNSYLVANIA · PI ISSADORE, DAVID AARON · 2020 to 2022
$578k
NCI NIH HHS R21 CA236653NCI NIH HHS R33 CA206907NIAID NIH HHS R61 AI147406NIEHS NIH HHS P30 ES013508
6 · The paper itself

Abstract

The detection and analysis of rare cells in complex media such as blood is increasingly important in biomedical research and clinical diagnostics. Micro-Hall detectors (μHD) for magnetic detection in blood have previously demonstrated ultrahigh sensitivity to rare cells. This sensitivity originates from the minimal magnetic background in blood, obviating cumbersome and detrimental sample preparation. However, the translation of this technology to clinical applications has been limited by inherently low throughput (<1 mL/h), susceptibility to clogging, and incompatibility with commercial CMOS foundry processing. To help overcome these challenges, we have developed CMOS-compatible graphene Hall sensors for integration with PDMS microfluidics for magnetic sensing in blood. We demonstrate that these graphene μHDs can match the performance of the best published μHDs, can be passivated for robust use with whole blood, and can be integrated with microfluidics and sensing electronics for in-flow detection of magnetic beads. We show a proof-of-concept validation of our system on a silicon substrate and detect magnetic agarose beads, as a model for cells, demonstrating promise for future integration in clinical applications with a custom CMOS chip.

Indexed as

BiosensorsElectrical and electronic engineering

Identifiers

PMID37275264
PMCPMC10232500

What OpenQuestion holds

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LicenceCC BY
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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.