Evidence map›Paper›PMID 41463631›Full record

ArticleBioengineering (Basel, Switzerland)2025

Multi-Component Analysis of Protein- and DNA-Coated Magnetic Nanoparticles Using Electrochemical Impedance Spectroscopy with Interdigitated Electrode Sensors.

Kestley Lutey, Patrick B White, Hiram Cammon, Miranda Trester, Sue Brumfield, John J Neumeier, Seth Pincus, Robert W Haushalter, Joshua Heinemann

Abstract read
In one paragraph

Article in Bioengineering (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Kestley LuteyMontana Microfabrication Facility, Electrical and Computer Engineering Department, Montana State University, Bozeman, MT 59717, USA.
Patrick B WhiteDepartment of Physics, Montana State University, Bozeman, MT 59717, USA.ORCID 0009-0005-7215-9306
Hiram CammonMontana Microfabrication Facility, Electrical and Computer Engineering Department, Montana State University, Bozeman, MT 59717, USA.
Miranda TresterMontana Microfabrication Facility, Electrical and Computer Engineering Department, Montana State University, Bozeman, MT 59717, USA.
Sue BrumfieldChemistry and Biochemistry Department, Montana State University, Bozeman, MT 59717, USA.
John J NeumeierDepartment of Physics, Montana State University, Bozeman, MT 59717, USA.
Seth PincusChemistry and Biochemistry Department, Montana State University, Bozeman, MT 59717, USA.ORCID 0000-0003-1622-4386
Robert W HaushalterLawrence Berkeley National Laboratory, Berkeley, CA 94720, USA.
Joshua HeinemannMontana Microfabrication Facility, Electrical and Computer Engineering Department, Montana State University, Bozeman, MT 59717, USA.ORCID 0000-0001-5829-7722

Funding

Research Core (Developmental Research Project Program)P20GM103474 · NIGMS · MONTANA STATE UNIVERSITY - BOZEMAN · PI Ann Therese Bertagnolli · 2012 to 2026
$60.0M
NIGMS NIH HHS P20 GM103474NIGMS NIH HHS P20GM103474the National Science Foundation ECCS-2025391
6 · The paper itself

Abstract

The characterization of cancer and other diseases can be aided by the development of reusable electrochemical sensors that provide broad biomarker expression information in real time. We describe an interdigitated electrode (IDE) sensor array that can be used for rapid detection of multiple biomarkers, including human midkine (MDK), HIV gp41 peptide, mAb 7B2, and single-stranded DNA (ssDNA), using electrochemical impedance spectroscopy (EIS) with coated nanoparticles (NPs). These targets represent potential biomarkers for identifying malignant cancer, HIV infection, and DNA mutation. Targets were detected by coating NPs with an antibody, a protein, and ssDNA to capture them from solution. Interacting proteins attached to the nanoparticles were then analyzed with EIS to identify interaction on the surface. In many biological contexts, more than one partner can interact with selected targets, so the determination of the identity of the interacting component is critical for interpretation. In a controlled system, we verify impedance data clusters based on the identity of the protein coated on the surface of the NPs. Data clusters corresponding to protein identity were clearly bifurcated using the impedance spectrum and unsupervised principal component analysis (PCA). NPs clustered based on surface modification, suggesting individual proteins have unique EIS spectral characteristics that can be used for identification.

Indexed as

bioassaybiomarkercancerelectrochemical impedance spectroscopyHIVmidkinemultiplex assaynanoparticles

Identifiers

PMID41463631
PMCPMC12729830

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.