Evidence map›Paper›PMID 39787168›Full record

ArticlePloS one2025

Ultra-compact quintuple-band terahertz metamaterial biosensor for enhanced blood cancer diagnostics.

Musa N Hamza, Mohammad Tariqul Islam, Sunil Lavadiya, Iftikhar Ud Din, Bruno Sanches, Slawomir Koziel, Syeda Iffat Naqvi, Ali Farmani, Md Shabiul Islam

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors.

Musa N HamzaDepartment of Physics, College of Science, University of Raparin, Sulaymaniyah, Iraq.ORCID 0000-0002-4610-6826
Mohammad Tariqul IslamFaculty of Engineering and Built Environment, Department of Electrical, Electronic and Systems Engineering, Universiti Kebangsaan Malaysia (UKM), Bangi, Selangor, Malaysia.
Sunil LavadiyaDepartment of Information and Communication Technology, Marwadi University, Rajkot, Gujarat, India.
Iftikhar Ud DinTelecommunication Engineering Department, University of Engineering and Technology, Mardan, Pakistan.
Bruno SanchesDepartment of Electronic Systems Engineering, Escola Politécnica da Universidade de São Paulo, São Paulo, Brazil.ORCID 0000-0002-5717-5800
Slawomir KozielEngineering Optimization & Modeling Center, Reykjavik University, Reykjavik, Iceland.
Syeda Iffat NaqviDepartment of Telecommunication Engineering, University of Engineering & Technology Taxila, Taxila, Pakistan.
Ali FarmaniDepartment of Electronics Engineering, Lorestan University, Khorramabad, Iran.
Md Shabiul IslamFaculty of Engineering (FOE), Multimedia University (MMU), Cyberjaya, Selangor, Malaysia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cancer and its diverse variations pose one of the most significant threats to human health and well-being. One of the most aggressive forms is blood cancer, originating from bone marrow cells and disrupting the production of normal blood cells. The incidence of blood cancer is steadily increasing, driven by both genetic and environmental factors. Therefore, early detection is crucial as it enhances treatment outcomes and improves success rates. However, accurate diagnosis is challenging due to the inherent similarities between normal and cancerous cells. Although various techniques are available for blood cancer identification, high-frequency imaging techniques have recently shown promise, particularly for real-time monitoring. Notably, terahertz (THz) frequencies offer unique advantages for biomedical applications. This research proposes an innovative terahertz metamaterial-based biosensor for high-efficacy blood cancer detection. The proposed structure is ultra-compact and operates across five bands within the range of 0.6 to 1.2 THz. It is constructed using a polyethylene terephthalate (PET) dielectric layer and two aluminum (Al) layers, with the top layer serving as a base for the THz-range resonator. Careful design, architectural arrangement, and optimization of the geometry parameters allow for achieving nearly perfect absorption rates (>95%) across all operating bands. The properties of the proposed sensor are extensively evaluated through full-wave electromagnetic (EM) analysis, which includes assessing the refractive index and the distribution of the electric field at individual working frequencies. The suitability for blood cancer diagnosis has been validated by integrating the sensor into a microwave imaging (MWI) system and conducting comprehensive simulation studies. These studies underscore the device's capability to detect abnormalities, particularly in distinguishing between healthy and cancerous cells. Benchmarking against state-of-the-art biosensors in recent literature indicates that the proposed sensor is highly competitive in terms of major performance indicators while maintaining a compact size.

Indexed as

Biosensing TechniquesHumansNeoplasmsPolyethylene TerephthalatesPolyethylene Terephthalates

Identifiers

PMID39787168
PMCPMC11717305

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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.