ReviewiScience2026
Flexible polymeric materials and wearable biosensors for smart diabetes mellitus diagnostics and monitoring.
Review in iScience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
- Graphene Oxide (GO) and Gold Nanoparticles (AuNP) Facilitated Electrochemical Biosensing for Lung Cancer Diagnosis.Diagnostics (Basel, Switzerland) · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Diabetes mellitus remains a major global health challenge that requires frequent and accurate glucose monitoring. Conventional finger-prick methods are invasive and often lead to poor patient compliance. In response, flexible and wearable biosensors have emerged as promising platforms for continuous and non-invasive glucose monitoring. This review provides a critical and framework-driven analysis of polymer-based material systems underpinning wearable glucose biosensors, including conductive polymers, biocompatible/biodegradable polymers, elastomers, hydrogels, and polymer-nanomaterial hybrids. We discuss how polymer properties govern electron transfer, mechanical compliance, biocompatibility, and long-term stability, highlighting trade-offs and limitations of each material class. Recent advances in hybrid and smart biosensing systems integrating microfluidics, self-powered operation, Internet of Things, and artificial intelligence-assisted analytics are systematically examined. Finally, we identify key challenges, such as material degradation, biofluid variability, and integration complexity, and propose targeted future directions for material design, device development, and clinical translation.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.