Mehrdad Samadishadlou , Mohammad Reza Kandi , Farhad Bani
{"title":"基于纸张的纳米生物传感器和图像驱动的microRNA-499的早期心肌梗死诊断","authors":"Mehrdad Samadishadlou , Mohammad Reza Kandi , Farhad Bani","doi":"10.1016/j.sna.2025.117111","DOIUrl":null,"url":null,"abstract":"<div><div>Early detection of myocardial infarction (MI) is critical for improving patient outcomes. However, current protein-based biomarkers are limited by delayed elevation and insufficient specificity for MI. Recently, circulating microRNAs (miRNAs) have emerged as promising alternatives due to their rapid and specific expression profiles. Notably, miRNA-499 rises swiftly post-ischemia, but conventional detection methods demand nucleic acid amplification or costly instrumentation, restricting their use in point-of-care settings. We developed a low-cost, paper-based nano-biosensor by functionalizing 12 nm gold nanoparticles with thermodynamically optimized hairpin molecular beacons, yielding ∼18 probes per particle. Nanoprobes are directly applied to the paper substrates, where quenched fluorophores “turn on” upon miR-499 binding. Fluorescence signal quantification was performed using both a benchtop reader and standard desktop camera, with image analysis processed via a custom OpenCV-based pipeline. The nano-biosensor demonstrates a linear detection range from 10 fM to 100 pM (R² = 0.92) with a limit of detection of 10 fM based on image analysis. Specificity studies reveal clear discrimination from single- and multi-base mismatches. Reproducibility testing across three independently fabricated nano-biosensor batches showed no statistically significant variability. Stability assessments confirmed consistent nano-biosensor response over 50 days at room temperature, affirming robust batch-to-batch reproducibility and long-term shelf life. The designed and fabricated nano-biosensor offers 10 fM limit of detection and high specificity for miR-499 on an inexpensive, disposable paper platform. The rapid, amplification-free assay requires only basic imaging equipment, supporting its potential for early MI detection and decentralized screening, particularly in resource-limited environments.</div></div>","PeriodicalId":21689,"journal":{"name":"Sensors and Actuators A-physical","volume":"395 ","pages":"Article 117111"},"PeriodicalIF":4.9000,"publicationDate":"2025-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Early myocardial infarction diagnosis using a paper-based nano-biosensor and image-driven quantification of microRNA-499\",\"authors\":\"Mehrdad Samadishadlou , Mohammad Reza Kandi , Farhad Bani\",\"doi\":\"10.1016/j.sna.2025.117111\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Early detection of myocardial infarction (MI) is critical for improving patient outcomes. However, current protein-based biomarkers are limited by delayed elevation and insufficient specificity for MI. Recently, circulating microRNAs (miRNAs) have emerged as promising alternatives due to their rapid and specific expression profiles. Notably, miRNA-499 rises swiftly post-ischemia, but conventional detection methods demand nucleic acid amplification or costly instrumentation, restricting their use in point-of-care settings. We developed a low-cost, paper-based nano-biosensor by functionalizing 12 nm gold nanoparticles with thermodynamically optimized hairpin molecular beacons, yielding ∼18 probes per particle. Nanoprobes are directly applied to the paper substrates, where quenched fluorophores “turn on” upon miR-499 binding. Fluorescence signal quantification was performed using both a benchtop reader and standard desktop camera, with image analysis processed via a custom OpenCV-based pipeline. The nano-biosensor demonstrates a linear detection range from 10 fM to 100 pM (R² = 0.92) with a limit of detection of 10 fM based on image analysis. Specificity studies reveal clear discrimination from single- and multi-base mismatches. Reproducibility testing across three independently fabricated nano-biosensor batches showed no statistically significant variability. Stability assessments confirmed consistent nano-biosensor response over 50 days at room temperature, affirming robust batch-to-batch reproducibility and long-term shelf life. The designed and fabricated nano-biosensor offers 10 fM limit of detection and high specificity for miR-499 on an inexpensive, disposable paper platform. The rapid, amplification-free assay requires only basic imaging equipment, supporting its potential for early MI detection and decentralized screening, particularly in resource-limited environments.</div></div>\",\"PeriodicalId\":21689,\"journal\":{\"name\":\"Sensors and Actuators A-physical\",\"volume\":\"395 \",\"pages\":\"Article 117111\"},\"PeriodicalIF\":4.9000,\"publicationDate\":\"2025-09-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Sensors and Actuators A-physical\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0924424725009173\",\"RegionNum\":3,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Sensors and Actuators A-physical","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0924424725009173","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
Early myocardial infarction diagnosis using a paper-based nano-biosensor and image-driven quantification of microRNA-499
Early detection of myocardial infarction (MI) is critical for improving patient outcomes. However, current protein-based biomarkers are limited by delayed elevation and insufficient specificity for MI. Recently, circulating microRNAs (miRNAs) have emerged as promising alternatives due to their rapid and specific expression profiles. Notably, miRNA-499 rises swiftly post-ischemia, but conventional detection methods demand nucleic acid amplification or costly instrumentation, restricting their use in point-of-care settings. We developed a low-cost, paper-based nano-biosensor by functionalizing 12 nm gold nanoparticles with thermodynamically optimized hairpin molecular beacons, yielding ∼18 probes per particle. Nanoprobes are directly applied to the paper substrates, where quenched fluorophores “turn on” upon miR-499 binding. Fluorescence signal quantification was performed using both a benchtop reader and standard desktop camera, with image analysis processed via a custom OpenCV-based pipeline. The nano-biosensor demonstrates a linear detection range from 10 fM to 100 pM (R² = 0.92) with a limit of detection of 10 fM based on image analysis. Specificity studies reveal clear discrimination from single- and multi-base mismatches. Reproducibility testing across three independently fabricated nano-biosensor batches showed no statistically significant variability. Stability assessments confirmed consistent nano-biosensor response over 50 days at room temperature, affirming robust batch-to-batch reproducibility and long-term shelf life. The designed and fabricated nano-biosensor offers 10 fM limit of detection and high specificity for miR-499 on an inexpensive, disposable paper platform. The rapid, amplification-free assay requires only basic imaging equipment, supporting its potential for early MI detection and decentralized screening, particularly in resource-limited environments.
期刊介绍:
Sensors and Actuators A: Physical brings together multidisciplinary interests in one journal entirely devoted to disseminating information on all aspects of research and development of solid-state devices for transducing physical signals. Sensors and Actuators A: Physical regularly publishes original papers, letters to the Editors and from time to time invited review articles within the following device areas:
• Fundamentals and Physics, such as: classification of effects, physical effects, measurement theory, modelling of sensors, measurement standards, measurement errors, units and constants, time and frequency measurement. Modeling papers should bring new modeling techniques to the field and be supported by experimental results.
• Materials and their Processing, such as: piezoelectric materials, polymers, metal oxides, III-V and II-VI semiconductors, thick and thin films, optical glass fibres, amorphous, polycrystalline and monocrystalline silicon.
• Optoelectronic sensors, such as: photovoltaic diodes, photoconductors, photodiodes, phototransistors, positron-sensitive photodetectors, optoisolators, photodiode arrays, charge-coupled devices, light-emitting diodes, injection lasers and liquid-crystal displays.
• Mechanical sensors, such as: metallic, thin-film and semiconductor strain gauges, diffused silicon pressure sensors, silicon accelerometers, solid-state displacement transducers, piezo junction devices, piezoelectric field-effect transducers (PiFETs), tunnel-diode strain sensors, surface acoustic wave devices, silicon micromechanical switches, solid-state flow meters and electronic flow controllers.
Etc...