Portable Fluorescence Microarray Reader-Enabled Biomarker Panel Detection System for Point-of-Care Diagnosis of Lupus Nephritis.

IF 3 3区 工程技术 Q2 CHEMISTRY, ANALYTICAL Micromachines Pub Date : 2025-01-29 DOI:10.3390/mi16020156
Aygun Teymur, Iftak Hussain, Chenling Tang, Ramesh Saxena, David Erickson, Tianfu Wu
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Abstract

Point-of-care (POC) testing has revolutionized diagnostics by providing rapid, accessible solutions outside traditional laboratory settings. However, many POC systems lack the sensitivity or multiplexing capability required for complex diseases. This study introduces an LED-based fluorescence reader designed for POC applications, enabling multiplex detection of lupus nephritis (LN) biomarkers using a biomarker microarray (BMA) slide. The reader integrates an LED excitation source, neutral density (ND) filters for precise intensity control, and onboard image processing with Gaussian smoothing and centroid thresholding to enhance signal detection and localization. Five LN biomarkers (VSIG4, OPN, VCAM1, ALCAM, and TNFRSF1B) were assessed, and performance was validated against a Genepix laser-based scanner. The LED reader demonstrated strong correlation coefficients (r = 0.96-0.98) with the Genepix system for both standard curves and patient samples, achieving robust signal-to-noise ratios and reproducibility across all biomarkers. The multiplex format reduced sample volume and allowed simultaneous analysis of multiple biomarkers. These results highlight the reader's potential to bridge the gap between laboratory-grade precision and POC accessibility. By combining portability, cost-effectiveness, and high analytical performance, this fluorescence reader provides a practical solution for POC diagnostics, particularly in resource-limited settings, improving the feasibility of routine monitoring and early intervention for diseases requiring comprehensive biomarker analysis.

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用于红斑狼疮肾炎即时诊断的便携式荧光微阵列读取器生物标志物检测系统。
即时检测(POC)通过在传统实验室环境之外提供快速、便捷的解决方案,彻底改变了诊断方法。然而,许多POC系统缺乏复杂疾病所需的敏感性或多路复用能力。本研究介绍了一种用于POC应用的基于led的荧光读取器,可以使用生物标志物微阵列(BMA)载玻片对狼疮肾炎(LN)生物标志物进行多重检测。阅读器集成了一个LED激励源,用于精确强度控制的中性密度(ND)滤波器,以及带有高斯平滑和质心阈值的板载图像处理,以增强信号检测和定位。评估了5种LN生物标志物(VSIG4、OPN、VCAM1、ALCAM和TNFRSF1B),并在Genepix激光扫描仪上进行了性能验证。LED读取器与Genepix系统在标准曲线和患者样本上均表现出很强的相关系数(r = 0.96-0.98),在所有生物标记物上实现了稳健的信噪比和再现性。多重格式减少了样本量,并允许同时分析多种生物标志物。这些结果突出了读者的潜力,以弥合实验室级精度和POC可及性之间的差距。结合便携性、成本效益和高分析性能,该荧光读取器为POC诊断提供了实用的解决方案,特别是在资源有限的环境中,提高了常规监测和早期干预需要全面生物标志物分析的疾病的可行性。
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来源期刊
Micromachines
Micromachines NANOSCIENCE & NANOTECHNOLOGY-INSTRUMENTS & INSTRUMENTATION
CiteScore
5.20
自引率
14.70%
发文量
1862
审稿时长
16.31 days
期刊介绍: Micromachines (ISSN 2072-666X) is an international, peer-reviewed open access journal which provides an advanced forum for studies related to micro-scaled machines and micromachinery. It publishes reviews, regular research papers and short communications. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced.
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