Evidence map›Paper›PMID 42372026›Full record

ArticleACS applied materials & interfaces2026

Beyond the 2D Plane: Interfacing Microwave Resonators with Bioreceptor-Functionalized Hydrogel Micropillars for Label-Free Enhanced Sensitivity Biosensing.

Ghanimah N Abuhaimed, Haoliang Lu, Apala Banerjee, Jorge Romero Dominguez, Erol Hasan, Atif Shamim, Dana Z Alsulaiman

Abstract read
In one paragraph

Article in ACS applied materials & interfaces, 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

7 authors.

Ghanimah N AbuhaimedBioMAD Lab, Physical Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955, Saudi Arabia.
Haoliang LuBioMAD Lab, Physical Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955, Saudi Arabia.
Apala BanerjeeComputer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955, Saudi Arabia.
Jorge Romero DominguezBioMAD Lab, Physical Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955, Saudi Arabia.
Erol HasanBioMAD Lab, Physical Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955, Saudi Arabia.
Atif ShamimComputer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955, Saudi Arabia.ORCID 0000-0002-4207-4740
Dana Z AlsulaimanBioMAD Lab, Physical Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Facile and quantitative detection of liquid biopsy biomarkers such as microRNAs offers significant potential for precision healthcare; however, conventional biosensing methods rely on enzyme- or label-based workflows that are costly, time-consuming, and labor intensive. Microwave biosensors, particularly split-ring resonators (SRRs), offer an attractive alternative as they enable label-free, noncontact electromagnetic detection through permittivity measurements and are compatible with printed-circuit-board manufacturing. However, the sensitivity of conventional SRR platforms remains insufficient for clinically relevant biomarker detection. Here, we introduce an enzyme-free, label-free microwave biosensing architecture that integrates SRRs with microfluidic channels containing localized bioreceptor-functionalized hydrogel micropillars. Target hybridization within the hydrogel micropillars induces localized changes in complex permittivity, which are transduced into concentration-dependent shifts in the resonant frequency of the SRR capacitive gap. As a proof of concept, the platform is applied to detect the cancer-associated biomarker miR-16-5p using peptide nucleic acid (PNA) probes, which were selected for their neutral backbone, enzymatic stability, and strong hybridization affinity. The hydrogel micropillars act as three-dimensional scaffolds that enhance probe loading and maximize volumetric electromagnetic interaction, representing a departure from conventional planar biointerfaces. Compared with equivalent planar systems, this architecture achieves approximately a 20-fold improvement in detection limit, reaching subnanomolar sensitivity without any amplification or labeling while maintaining single-nucleotide specificity and strong device reproducibility. Beyond being the first demonstration of SRR-based miRNA detection, this work establishes a general strategy for three-dimensional microwave biosensing and positions hydrogel-interfaced resonators as a next-generation platform for sensitive, selective, label-free, and reusable biosensors.

Indexed as

Biosensing TechniquesHydrogelsMicroRNAsMicrowavesHumansHydrogelsMicroRNAshydrogelslabel-free sensingmicroRNAmicrowave biosensorspeptide nucleic acidsreusable biosensorsplit ring resonators

Identifiers

PMID42372026
PMCPMC13383273

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.