Early myocardial infarction diagnosis using a paper-based nano-biosensor and image-driven quantification of microRNA-499

IF 4.9 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Mehrdad Samadishadlou , Mohammad Reza Kandi , Farhad Bani
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引用次数: 0

Abstract

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.
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
早期发现心肌梗死(MI)对改善患者预后至关重要。然而,目前基于蛋白质的生物标志物受到延迟升高和对心肌梗死特异性不足的限制。最近,循环microRNAs (miRNAs)由于其快速和特异性的表达谱而成为有希望的替代品。值得注意的是,miRNA-499在缺血后迅速上升,但传统的检测方法需要核酸扩增或昂贵的仪器,限制了它们在护理点环境中的使用。我们开发了一种低成本的纸质纳米生物传感器,通过使用热力学优化的发夹分子信标功能化12个 nm的金纳米粒子,每个粒子产生约18个探针。纳米探针直接应用于纸底物,在那里淬灭的荧光团在miR-499结合时“打开”。荧光信号定量使用台式阅读器和标准台式相机进行,图像分析通过基于opencv的定制流水线进行处理。该纳米生物传感器的线性检测范围为10fm ~ 100pm (R²= 0.92),基于图像分析的检测限为10fm。特异性研究揭示了对单碱基和多碱基错配的明确区分。三个独立制造的纳米生物传感器批次的重复性测试显示没有统计学上显著的可变性。稳定性评估证实,纳米生物传感器在室温下的响应超过50天,确认了批次间的可重复性和长期的保质期。设计和制造的纳米生物传感器在廉价的一次性纸平台上对miR-499提供10 fM的检测限和高特异性。这种快速、无扩增的检测方法只需要基本的成像设备,支持其早期心肌梗死检测和分散筛查的潜力,特别是在资源有限的环境中。
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来源期刊
Sensors and Actuators A-physical
Sensors and Actuators A-physical 工程技术-工程:电子与电气
CiteScore
8.10
自引率
6.50%
发文量
630
审稿时长
49 days
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...
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