Evidence map›Paper›PMID 42309800›Full record

ReviewNano letters2026

Regulating the Nano-Bio Interface: Converging Electrochemical and Photonic Biosensing for Wearable Diagnostics.

Vivek Kamat, Kaixuan Xu, Huijin An, Yayun Du, Sharon M Weiss, Shekhar Bhansali

Abstract readReview
In one paragraph

Review in Nano letters, 2026. 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

6 authors.

Vivek KamatDepartment of Electrical and Computer Engineering, Vanderbilt University, Nashville, Tennessee 37240, United States.
Kaixuan XuDepartment of Electrical and Computer Engineering, Vanderbilt University, Nashville, Tennessee 37240, United States.
Huijin AnDepartment of Electrical and Computer Engineering, Vanderbilt University, Nashville, Tennessee 37240, United States.
Yayun DuDepartment of Electrical and Computer Engineering, Vanderbilt University, Nashville, Tennessee 37240, United States.ORCID 0000-0001-5361-0783
Sharon M WeissDepartment of Electrical and Computer Engineering, Vanderbilt University, Nashville, Tennessee 37240, United States.ORCID 0000-0003-2252-3104
Shekhar BhansaliDepartment of Electrical and Computer Engineering, Vanderbilt University, Nashville, Tennessee 37240, United States.ORCID 0000-0001-5871-9163

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The development of wearable biosensors has accelerated due to the combination of nanomaterials, integrative electronics, and miniaturized transduction mechanisms, enabling continuous monitoring of physiological and environmental markers. Electrochemical and photonic modalities have been shown to exhibit complementary capabilities in wearable applications, with each offering distinct advantages in sensitivity, selectivity, miniaturization, and power efficiency. Beyond single-modality functionality, the next generation of wearable diagnostics integrates electrochemical and optical transduction within the same platforms. In this short review, we examine the physical and functional demands of such convergence in wearable systems, highlighting model electrochemical systems, such as textile-integrated wound monitoring and hormone sensors, and how optical modalities provide orthogonal observables of interfacial and biochemical conditions. We further explore new emerging device architectures that leverage electrochemical and optical interrogation to generate robust, information-rich data sets, supporting long-term, real-world deployment of wearable diagnostic technologies for personalized healthcare and continuous monitoring applications.

Indexed as

Biosensing TechniquesElectrochemical TechniquesNanostructuresWearable Electronic DevicesDigital HealthHumansbiosensorsdiagnosticsinterfacenanomaterialswearable sensors

Identifiers

PMID42309800
PMCPMC13377595

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.