Evidence map›Paper›PMID 42653576›Full record

ArticleMicromachines2026

Micro-Engineered Smart ZnO Inverse Opal Electrodes with AgCuS Nanocrystal Amplification for Ultrasensitive Anti-LGI1 Antibody Detections.

Dong Li, Hao Wu, Lina Wang, Peng Yu, Langping Tu, Hongfei Li, Le Liu, Long Shao

Abstract read
In one paragraph

Article in Micromachines, 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

8 authors.

Dong LiSchool of Materials Science and Engineering, Changchun University of Science and Technology, Changchun 130000, China.
Hao WuState Key Laboratory of Intelligent Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan 430074, China.
Lina WangSchool of Materials Science and Engineering, Changchun University of Science and Technology, Changchun 130000, China.ORCID 0000-0002-3087-6084
Peng YuSchool of Materials Science and Engineering, Changchun University of Science and Technology, Changchun 130000, China.
Langping TuSchool of Materials Science and Engineering, Changchun University of Science and Technology, Changchun 130000, China.ORCID 0000-0003-3231-8825
Hongfei LiSchool of Materials Science and Engineering, Changchun University of Science and Technology, Changchun 130000, China.ORCID 0000-0002-5182-0792
Le LiuCollege of Mathematics and Physics, Henan University of Urban Construction, Pingdingshan 467036, China.ORCID 0009-0007-0433-7902
Long ShaoSchool of Materials Science and Engineering, Changchun University of Science and Technology, Changchun 130000, China.

Funding

Henan Institute of Science and Technology 252103810124Jilin Province Science and Technology Department 20240101319JCNational Natural Science Foundation of China 12204192National Natural Science Foundation of China 52505626National Natural Science Foundation of China 62305045
6 · The paper itself

Abstract

Micro-fabrication and structural engineering of an ultrasensitive photoelectrochemical (PEC) micro-sensing platform have been developed, based on ZnO inverse opal electrodes with signal amplification enhanced by AgCuS nanocrystals, specifically designed for the detection of anti-LGI1 antibodies. The delayed light effect inherent in the ZnO inverse opal structure enhances photoelectrochemical efficiency by extending the effective optical path. Incorporation of AgCuS nanocrystals significantly augments the photoelectric sensitivity of the ZnO inverse opal, maximizing visible light utilization, accelerating charge transfer kinetics, and substantially enhancing photocurrent generation. Leveraging the uniform porous architecture of the ZnO inverse opal, the ZnO/AgCuS film provides an expansive surface area for biomolecule immobilization and facilitates enhanced electron transport. The ZnO/AgCuS heterogeneous film was innovatively implemented as a PEC bioassay platform. Under optimized conditions, the biosensor exhibited a linear detection range of 0.01-500 ng/mL and a detection limit of 13 pg/mL for Anti-LGI1. Furthermore, the fabricated PEC biosensor demonstrated robust performance in human serum sample analyses, characterized by high repeatability, long-term stability, and excellent specificity. This work proposes a micro-manufacturing strategy for high-performance PEC biodevices, promoting the development of intelligent diagnostic platforms for autoimmune encephalitis.

Indexed as

AgCuS nanocrystalintelligent diagnostic platformsinverse opalphotoelectrochemical biosensorsmart electrode

Identifiers

PMID42653576
PMCPMC13515716

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.