Evidence map›Paper›PMID 41321417›Full record

ArticleAnalytical science advances2025

A Miniaturized Optical Bioassay Towards Early-Stage Diagnosis of Cancer Using Immunosensing of Biomarkers (CA 15.3, PSA and CEA) by Toluidine Blue-Decorated Poly(Methyl Methacrylate): Proof of Concept.

Seyyed Mohammad Yaghoubi, Hamed Bahari, Mohammad Hasanzadeh, Nasrin Shadjou

Abstract read
In one paragraph

Article in Analytical science advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

4 authors.

Seyyed Mohammad YaghoubiPharmaceutical Analysis Research Center Tabriz University of Medical Science Tabriz Iran.
Hamed BahariResearch Center for Pharmaceutical Nanotechnology Tabriz University of Medical Science Tabriz Iran.
Mohammad HasanzadehPharmaceutical Analysis Research Center Tabriz University of Medical Science Tabriz Iran.ORCID https://orcid.org/0000-0003-4918-1239
Nasrin ShadjouDepartment of Nanotechnology Faculty of Chemistry Urmia University Urmia Iran.ORCID https://orcid.org/0009-0009-1622-6606

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The current study evaluated the application of a novel and advanced photochemical biosensing platform for the detection of multiple biomarkers of prostate-specific antigen (PSA), carcinoembryonic antigen (CEA) and cancer antigen 15-3 (CA 15.3) in human plasma samples using optical biomedical analysis. For the first time, toluidine blue (TB)-decorated polymethyl methacrylate (PMMA) micro-arrays integrated with smartphone-based digital image analysis towards cancer biomarkers detection. Immunosensing was achieved through antigen-antibody binding, which induce TB aggregation via immunocomplex formation, resulting in quantifiable colorimetric shifts mediated by surface plasmon resonance (SPR) modulation. The assay demonstrated linear ranges of 1-60, 1-75 and 1-125 µg/mL, with a low limit of quantification of 10, 1 and 1 µg/mL, for PSA, CEA and CA 15.3, respectively. A smartphone-enabled ambient light sensor was employed for real-time digital colorimetry, enabling user-friendly quantification of prostate, colon and breast cancer biomarker without specialized instrumentation. The developed system addresses critical gaps in point-of-care diagnostics by combining scalable PMMA microarray fabrication, targeted TB-antibody conjugation chemistry and machine vision-based signal processing into a unified workflow. This low-cost, multiplexed sensing approach holds significant promise for early cancer screening in resource-limited settings, with potential applications in clinical diagnostics, remote health monitoring and personalized medicine.

Indexed as

biosensingcancer biomarkeroptical bioassaypolymer microarraystoluidine blue

Identifiers

PMID41321417
PMCPMC12661902

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.