ReviewAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026
Nanozymes Integrated Biochips Toward Smart Detection System.
Review in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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
2 citing papers in PubMed.
- Next generation smart functionalized nanocomposites for ultrasensitive and real time detection of purine derived metabolic biomarkers.RSC advances · 2026Review
- Chemotactic Gold Nanozyme-Powered Flasklike Pentosan Nanobots for Tumor-Specific Drug Delivery.Advanced healthcare materials · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors.
Funding
Abstract
Nanozyme integrated-biochip systems merge the robust catalytic properties of nanozymes with the portability capabilities of biochips, which have demonstrated significant potential for molecular identification and diagnostic applications. Benefiting from the progressive incorporation of artificial intelligence (AI), nanozyme-biochip systems further achieve substantial improvements in both efficiency and accuracy. In this review, recent progress in nanozyme-biochip systems for intelligent detection are summarized. Advancing from fundamental concepts to integrated systems, this overview examines nanozyme-driven signal amplification, biochip-mediated signal presentation, and AI-accelerated signal processing in nanozyme-biochip platforms. Furthermore, the translational potential of nanozyme-biochip systems is illustrated through a critical evaluation of their representative applications in clinical diagnostics, food safety, and environmental monitoring. The current major challenges and future directions in nanozyme-biochip systems are also analyzed, with particular emphasis on AI-assisted development. By integrating advances in nano-catalysis, microdevice engineering, and intelligent computation, this review aims to provide an interdisciplinary roadmap for next-generation biosensing systems.
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.