Evidence map›Paper›PMID 41440258›Full record

ReviewBiosensors2025

Nano-Engineered Sensor Systems for Disease Diagnostics: Advances in Smart Healthcare Applications.

Tianjun Ma, Jianhai Sun, Ning Xue, Jamal N A Hassan, Adeel Abbas

Abstract readReview
In one paragraph

Review in Biosensors, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
  4. Review
  5. 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.

Tianjun MaSchool of Electronics and Communication Engineering, Quanzhou University of Information Engineering, Quanzhou 362000, China.
Jianhai SunState Key Laboratory of Transducer Technology Institute of Electronics, Chinese Academy of Sciences, Quanzhou 362000, China.
Ning XueSchool of Electronics and Communication Engineering, Quanzhou University of Information Engineering, Quanzhou 362000, China.
Jamal N A HassanSchool of Electronics and Communication Engineering, Quanzhou University of Information Engineering, Quanzhou 362000, China.ORCID 0000-0001-9191-5174
Adeel AbbasGeneral Education Centre, Quanzhou University of Information Engineering, Quanzhou 362000, China.ORCID 0000-0001-5484-5365

Funding

Fujian Provincial Natural Science Foundation Project 2024J011540, 2024CT018National Key Research and Development Program of China Project 2022YFF0708801
6 · The paper itself

Abstract

Nano-engineered sensor systems represent a paradigm shift in disease diagnostics, offering unprecedented capabilities for precision medicine. This review methodically evaluates these advanced platforms, consolidating recent advancements across four critical clinical domains: diabetes monitoring, cancer detection, infectious disease diagnostics and cardiac/genetic health. We demonstrate how the unique properties of nanomaterials, such as graphene, quantum dots and plasmonic nanoparticles, are being harnessed to achieve remarkable gains in analytical sensitivity, selectivity and real-time monitoring. Specific breakthroughs include graphene-based sensors attaining clinically significant limits for continuous glucose monitoring, quantum dot bioconjugates enabling ultrasensitive imaging of cancer biomarkers and surface-enhanced Raman spectroscopy (SERS) probes facilitating early tumor identification. Furthermore, nanosensors exhibit exceptional precision in detecting viral antigens and genetic mutations, underscoring their robust translational potential. Collectively, these developments signal a clear trajectory toward integrated, intelligent healthcare ecosystems. However, for these promising technologies to transition into accessible and cost-effective diagnostic solutions, persistent challenges in scalability, manufacturing reproducibility and long-term biocompatibility must be addressed through continued interdisciplinary innovation.

Indexed as

Biosensing TechniquesNanoparticlesTheranostic NanomedicineGraphiteHumansSpectrum Analysis, RamanGraphitebiomedical monitoringmolecular-level detectionnanosensorpoint-of-care diagnosticswearable sensor technology

Identifiers

PMID41440258
PMCPMC12731199

What OpenQuestion holds

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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.