An innovative diagnostic method for myopia using blood-based biomemristor

Myopia has become one of the main factors affecting the healthy growth of adolescents. However, the current methods for diagnosing myopia based on physiological indicators are still blank. In this work, a memristive device with Ag/ZIF-8:PVP/FTO structure was developed using ZIF-8 as the main functional material for detecting and distinguishing physiological states associated with high myopia. We observe the as-prepared memristor exhibits a significant <i>I-V</i> curve with memristive characteristics, as well as stable bipolar resistance switching and voltage dependent multi mechanism conduction behavior. Furthermore, after optimizing the system parameters, a robust multi-level switching response was achieved, in which the biomemristor manufactured from blood samples of highly myopic patients showed atypical memory blockade, indicating an interruption in ions migration and trap state dynamics. In particular, the experiment using a monozygotic twin family model has shown that altered memristive behavior is closely related to phenotypic differences rather than genetic identity, highlighting the sensitivity of the device to subtle physiological changes. Therefore, this work has achieved for the first time the application of the memristor based on ZIF-8 in myopia detection, which brings great hope for early screening, phenotype stratification, and minimally invasive monitoring of pediatric and high-risk populations.

Authors

Institutions

Publication Details

Journal
Materials Today Bio
Published
2025-09-24
DOI
https://doi.org/10.1016/j.mtbio.2025.102350
Primary Topic
Photoreceptor and optogenetics research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

An innovative diagnostic method for myopia using blood-based biomemristor

Hui Gao, Zelin Cao, Bai Tao Sun, Guangdong Zhou et al.
Materials Today Bio
Photoreceptor and optogenetics research
article

An innovative diagnostic method for myopia using blood-based biomemristor

Hui Gao, Zelin Cao, Bai Tao Sun, Guangdong Zhou, Hui Ma, Xiaobing Ren, Ye Lu, Jiejing Bi, Kaikai Gao, Zhirong Liu
article en

Abstract

Myopia has become one of the main factors affecting the healthy growth of adolescents. However, the current methods for diagnosing myopia based on physiological indicators are still blank. In this work, a memristive device with Ag/ZIF-8:PVP/FTO structure was developed using ZIF-8 as the main functional material for detecting and distinguishing physiological states associated with high myopia. We observe the as-prepared memristor exhibits a significant <i>I-V</i> curve with memristive characteristics, as well as stable bipolar resistance switching and voltage dependent multi mechanism conduction behavior. Furthermore, after optimizing the system parameters, a robust multi-level switching response was achieved, in which the biomemristor manufactured from blood samples of highly myopic patients showed atypical memory blockade, indicating an interruption in ions migration and trap state dynamics. In particular, the experiment using a monozygotic twin family model has shown that altered memristive behavior is closely related to phenotypic differences rather than genetic identity, highlighting the sensitivity of the device to subtle physiological changes. Therefore, this work has achieved for the first time the application of the memristor based on ZIF-8 in myopia detection, which brings great hope for early screening, phenotype stratification, and minimally invasive monitoring of pediatric and high-risk populations.

Materials Today BioVol. 35
Southwest University (CN), The Fourth People's Hospital (CN), Xi’an Children’s Hospital (CN), Xi'an Jiaotong University (CN)
Openalex Percentile: Top 72%
Photoreceptor and optogenetics research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.