Evidence map›Paper›PMID 42774840›Full record

ArticleNanoscale advances2026

Tailoring porosity and surface functionalization in nanoporous anodic alumina rugate filters for enhanced interferometric biosensing.

Josep Maria Cantons, Pilar Formentin, Josep Ferré-Borrull, Akash Bachhuka, Lluis F Marsal

Abstract read
In one paragraph

Article in Nanoscale advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

5 authors.

Josep Maria CantonsDepartment of Electronics, Electric and Automatic Engineering, Rovira i Virgili University (URV) 43007 Tarragona Spain lluis.marsal@urv.cat.ORCID https://orcid.org/0009-0002-6067-8246
Pilar FormentinDepartment of Electronics, Electric and Automatic Engineering, Rovira i Virgili University (URV) 43007 Tarragona Spain lluis.marsal@urv.cat.
Josep Ferré-BorrullDepartment of Electronics, Electric and Automatic Engineering, Rovira i Virgili University (URV) 43007 Tarragona Spain lluis.marsal@urv.cat.
Akash BachhukaInstitute of Chemical Research of Catalonia (ICIQ) 43007 Tarragona Spain.ORCID https://orcid.org/0000-0003-1253-8126
Lluis F MarsalDepartment of Electronics, Electric and Automatic Engineering, Rovira i Virgili University (URV) 43007 Tarragona Spain lluis.marsal@urv.cat.ORCID https://orcid.org/0000-0002-5976-1408

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The influence of porosity and surface functionalization strategies on the biosensing performance of nanoporous anodic alumina rugate filters (NAA-RFs) is systematically investigated using reflectometric interference spectroscopy (RIfS). Highly ordered NAA-RF structures were fabricated by sinusoidal anodization and subsequently tuned through controlled pore-widening processes to achieve different porosity levels. Structural and optical characterization confirmed the formation of modulated nanoporous architectures exhibiting well-defined Fabry-Pérot interference patterns and characteristic stop bands, whose spectral position depends on the effective refractive index of the structure. The sensing performance was evaluated using two distinct surface functionalization strategies. A sequential electrostatic approach based on protein A (SpA) and anti-IgG was employed for IgG detection, while a covalent functionalization using APTES and glutaraldehyde (GTA) enabled the detection of lactate dehydrogenase (LDH). The results demonstrate that increasing porosity significantly enhances the effective optical thickness (EOT) response due to the larger internal surface area available for molecular binding. Kinetic analysis further revealed that higher porosity leads to not only increased saturation amplitudes but also longer characteristic response times, indicating diffusion limitations within the nanoporous network. Overall, the results highlight the importance of simultaneously tailoring structural parameters and surface chemistry to optimize the performance of NAA-based interferometric biosensors, demonstrating the potential of modulated nanoporous architectures for sensitive and selective biomolecule detection.

Identifiers

PMID42774840
PMCPMC13595583

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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.