Evidence map›Paper›PMID 41395512›Full record

ReviewSmall science2025

Label-Free Electrochemical Impedance Spectroscopy for Biosensing: Evolving Interfaces and Mechanistic Insights.

Nandhinee Radha Shanmugam, Joshua Rainbow, Jeong-Chan Lee, Pawan Jolly, Donald E Ingber

Abstract readReview
In one paragraph

Review in Small science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Review
  3. Cell-Based Immuno-Biosensors Using Microfluidics.Sensors (Basel, Switzerland) · 2026
    Review
  4. Review
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

5 authors.

Nandhinee Radha ShanmugamWyss Institute for Biologically Inspired Engineering Harvard University Boston Massachusetts 02115 USA.ORCID https://orcid.org/0000-0002-8572-7801
Joshua RainbowWyss Institute for Biologically Inspired Engineering Harvard University Boston Massachusetts 02115 USA.ORCID https://orcid.org/0000-0003-3911-928X
Jeong-Chan LeeWyss Institute for Biologically Inspired Engineering Harvard University Boston Massachusetts 02115 USA.
Pawan JollyWyss Institute for Biologically Inspired Engineering Harvard University Boston Massachusetts 02115 USA.ORCID https://orcid.org/0000-0003-4076-2328
Donald E IngberWyss Institute for Biologically Inspired Engineering Harvard University Boston Massachusetts 02115 USA.ORCID https://orcid.org/0000-0002-4319-6520

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The evolution of label-free electrochemical biosensors has revolutionized the field of analytical detection by enabling rapid, direct, and sensitive detection of a wide range of analytes. Electrochemical impedance spectroscopy (EIS) provides mechanistic insight into the interfacial changes occurring at the electrode/electrolyte interface, thereby enabling real-time monitoring. Direct detection of molecular binding events at the electrode interface is made possible by sensing measurable shifts in interfacial impedance characteristics. Despite their versatility, the commercial translation of EIS-enabled biosensors has been hindered by challenges in achieving robust sensitivity, specificity, and reproducibility. Recent progress in the field, including integration of nanoengineered electrode materials and novel biorecognition elements, has addressed some of these limitations, resulting in marked improvements in EIS-based biosensor performance. This review discusses the mechanistic principles underlying label-free EIS biosensing and highlights recent developments in electrode surface modification and sensor architecture. It also explores the integration of novel biorecognition elements and describes how their impact on sensor performance may be assessed. Current limitations and future directions for the application of EIS-enabled sensors in clinical diagnostics, environmental analysis, and food safety monitoring are also considered.

Indexed as

biosensorsDebye lengthelectrochemical impedance spectroscopyelectrode/electrolyte interfaceslabel‐freesurface modifications

Identifiers

PMID41395512
PMCPMC12697841

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.