Urinary Albumin-to-Creatinine Ratio (uACR) Point-of-Care (POC) Device with Seamless Data Transmission for Monitoring the Progression of Chronic Kidney Disease.

IF 4.9 3区 工程技术 Q1 CHEMISTRY, ANALYTICAL
Artitaya Thiengsusuk, Napaporn Youngvises, Runtikan Pochairach, Rehab Osman Taha, Kridsada Sirisabhabhorn, Nadda Muhamad, Wanchai Meesiri, Wanna Chaijaroenkul, Kesara Na-Bangchang
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Abstract

Chronic kidney disease (CKD) continues to pose a critical global health challenge, making ongoing monitoring vital for effective management and preventing its progression to end-stage renal disease. The urinary albumin-to-creatinine ratio (uACR) stands out as a reliable biomarker. MyACR was developed and validated as a novel point-of-care (POC) device for identifying and monitoring the progress of CKD. MyACR device operates using a colorimetric-based spectroscopy to quantify albumin and creatinine levels at 625 nm and 515 nm, respectively. Calculated uACR values were compared with results from the reference turbidimetry method using a dataset of 103 random urine samples from patients at high risk of advanced CKD. The device showed excellent performance in detecting severe nephropathy, with sensitivity, specificity, and accuracy of 100%, 100%, and 100%, respectively. The PPV (positive predictive value) was 100%, indicating perfect identification of patients with severe nephropathy (uACR > 300 mg/g creatinine). The NPV (negative predictive value) was 100%, suggesting a strong ability to rule out severe nephropathy, though a small risk of false negatives remained. Bland-Altman analysis confirmed a high level of agreement, with 96.11% (for all data) and 95.87% (for uACR > 300 mg/g creatinine) of MyACR measurements falling within the 95% confidence interval (-27 to +19). Correlation analysis revealed a significant alignment between MyACR and the reference method (r2 0.9720 to 0.9836). The ROC analysis suggested that combining uACR with the estimated glomerular filtration rate (eGFR) demonstrated strong predictive performance, yielding an area under the curve (AUC) of 0.933 (95% CI: 0.86-1.0). In conclusion, the MyACR device is a robust, affordable, and user-friendly tool for detecting nephropathy, showing performance comparable to the reference method. Its portability and cost-effectiveness make it particularly suitable for use in low-resource environments. Additionally, integrating uACR with eGFR enhances prognostic capabilities, offering a comprehensive approach to assessing kidney function and predicting CKD progression.

尿白蛋白与肌酐比(uACR)即时护理(POC)装置,具有无缝数据传输,用于监测慢性肾脏疾病的进展。
慢性肾脏疾病(CKD)继续对全球健康构成重大挑战,因此持续监测对于有效管理和防止其发展为终末期肾脏疾病至关重要。尿白蛋白与肌酐比值(uACR)是一种可靠的生物标志物。MyACR作为一种新型的护理点(POC)设备被开发和验证,用于识别和监测CKD的进展。MyACR设备使用基于比色法的光谱分别在625 nm和515 nm处定量白蛋白和肌酐水平。计算的uACR值与参考浊度法的结果进行比较,使用103例晚期CKD高风险患者随机尿液样本的数据集。该装置在检测严重肾病方面表现优异,灵敏度为100%,特异性为100%,准确性为100%。PPV(阳性预测值)为100%,完美识别重症肾病患者(uACR > 300 mg/g肌酐)。NPV(阴性预测值)为100%,表明排除严重肾病的能力很强,尽管假阴性的风险很小。Bland-Altman分析证实了高水平的一致性,96.11%(所有数据)和95.87% (uACR为300 mg/g肌酐)的MyACR测量值落在95%置信区间(-27至+19)内。相关分析显示MyACR与参考方法的相关性显著(r2 0.9720 ~ 0.9836)。ROC分析表明,联合uACR与肾小球滤过率(eGFR)具有较强的预测能力,曲线下面积(AUC)为0.933 (95% CI: 0.86-1.0)。总之,MyACR设备是一种强大的、负担得起的、用户友好的检测肾病的工具,其性能与参考方法相当。它的可移植性和成本效益使其特别适合在资源匮乏的环境中使用。此外,将uACR与eGFR结合可提高预后能力,提供评估肾功能和预测CKD进展的综合方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Biosensors-Basel
Biosensors-Basel Biochemistry, Genetics and Molecular Biology-Clinical Biochemistry
CiteScore
6.60
自引率
14.80%
发文量
983
审稿时长
11 weeks
期刊介绍: Biosensors (ISSN 2079-6374) provides an advanced forum for studies related to the science and technology of biosensors and biosensing. It publishes original research papers, comprehensive reviews and 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. Electronic files and software regarding the full details of the calculation or experimental procedure, if unable to be published in a normal way, can be deposited as supplementary electronic material.
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