Evidence map›Paper›PMID 41992279›Full record

ReviewJournal of nanobiotechnology2026

Nanomaterial-enabled smart contact lenses: bridging sensing, therapy, and theranostics for next-generation ocular healthcare.

Martina Migliavacca, Xingyu Zhang, Jingtao Li, Sailing He, Mingzhen Zhang, Pier Paolo Pompa

Abstract readReview
In one paragraph

Review in Journal of nanobiotechnology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

6 authors.

Martina Migliavacca *College of Optical Science and Engineering, Zhejiang University, Hangzhou, 310058, P. R. China.
Xingyu Zhang *School of Chemistry and Materials Engineering, Wenzhou University, Wenzhou, 325035, P. R. China.
Jingtao Li *School of Chemistry and Materials Engineering, Wenzhou University, Wenzhou, 325035, P. R. China.
Sailing HeCollege of Optical Science and Engineering, Zhejiang University, Hangzhou, 310058, P. R. China. sailing@kth.se.
Mingzhen ZhangSchool of Chemistry and Materials Engineering, Wenzhou University, Wenzhou, 325035, P. R. China. zhangmz@wzu.edu.cn.
Pier Paolo PompaCollege of Optical Science and Engineering, Zhejiang University, Hangzhou, 310058, P. R. China. pierpaolo.pompa@iit.it.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Smart contact lenses (CLs) are emerging as multifunctional biomedical platforms that merge vision correction with advanced diagnostic and therapeutic capabilities. By integrating nanomaterials with tailored optical, electronic, and structural properties into soft hydrogel matrices, CLs can continuously interface with tear fluid, enabling real-time access to a rich spectrum of ocular and systemic biomarkers. This review highlights the functional roles of nanomaterials in enabling electrochemical, plasmonic, and SERS-based diagnostics, as well as controlled release, photothermal, and antimicrobial therapies. We also discuss the emergence of theranostic CLs that couple real-time on-eye sensing with on-demand intervention, positioning them as prototypes of closed-loop ocular healthcare systems. Emphasis is placed on material design, functional integration, and clinical translation challenges, showing how nanotechnology is redefining CLs as next-generation, patient-tailored biomedical devices. The translational gap between proof-of-concept demonstrations and clinical practice is also evaluated, identifying key unresolved challenges in sensor validation, long-term biocompatibility, power management, and regulatory approval, and proposing a priority research agenda for the field.

Indexed as

Contact LensesEye DiseasesNanostructuresTheranostic NanomedicineAnimalsBiosensing TechniquesHumans

Identifiers

PMID41992279
PMCPMC13377718

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.