Analysis of Whole Blood Prothrombin Time/International Normalized Ratio Using Image Processing

Anugya Bhatt
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Abstract

Purpose: Patients who had undergone mechanical heart valve replacements, who have atrial fibrillation or deep vein thrombosis, need drugs called oral anticoagulants to prevent blood clotting and need regular testing of Prothrombin Time/International Normalized Ratio. Conventional laboratory approaches are time consuming, need blood component separation and a regular visit to clinical labs. The burden of PT measurement on the clinical laboratory is huge globally, which raise need for point of care, quick and user-friendly device. Methods: In this study we have proposed a handheld device based on the image processing for the PT/INR detection. Cost effective disposable strips were fabricated using thromboplastin as reagent. Device and strips were tested for 100 samples in clinical set up as per the ISO standard 17593 “Clinical laboratory testing and in vitr o medical devices - Requirements for in vitro monitoring systems for self-testing of oral anticoagulant therapy”. Results: Data was compared with the values obtained from clinical laboratory using automated coagulometer T Coag DT-100 (Trinity), and commercially available Point of Care (POC) device from Roche, Diagnostics. A correlation coefficient (r) of 0.87 & 0.77 was observed between lab vs Chitra device and Chitra device vs commercially available device, respectively. Conclusion: Clinically accepted correlation may be obtained after automation of the strip fabrication technique. The proposed device is cost effective and easy to operate and works on the novel approach of image processing. To best of our knowledge this is the first report on the image processing-based PT/INR monitoring device. blood samples were collected through venipuncture from all subjects recruited in the study for analyzing PT value of patients in laboratory and comparing the value with the device in test. Plasma was separated by centrifuging the blood samples at 1500g for 10min and analyzed on an automated coagulometer T Coag DT-100 (Trinity) using neoplastin CI Stago an ISI 1.4).
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利用图像处理分析全血凝血酶原时间/国际归一化比率
目的:行心脏机械瓣膜置换术,心房颤动或深静脉血栓形成的患者,需要口服抗凝药物防止血液凝固,需要定期检测凝血酶原时间/国际标准化比率。传统的实验室方法耗时,需要分离血液成分并定期访问临床实验室。在全球范围内,临床实验室的PT测量负担是巨大的,这就提出了对点护理、快速和用户友好的设备的需求。方法:本研究提出了一种基于图像处理的手持PT/INR检测设备。以凝血活素为试剂制备了具有成本效益的一次性试纸条。按照ISO标准17593“临床实验室测试和体外医疗设备。口服抗凝治疗自检用体外监测系统的要求”,在临床设置中对100个样品的设备和试条进行了测试。结果:数据与临床实验室使用自动凝血仪T Coag DT-100 (Trinity)和罗氏诊断公司(Roche, Diagnostics)的市售护理点(POC)设备获得的值进行了比较。实验室与Chitra装置、Chitra装置与市售装置的相关系数r分别为0.87和0.77。结论:条带制作技术自动化后可获得临床可接受的相关性。所提出的装置具有成本效益和易于操作的特点,并适用于图像处理的新方法。据我们所知,这是关于基于图像处理的PT/INR监控设备的第一份报告。本研究招募的所有受试者均通过静脉穿刺采血,分析患者在实验室的PT值,并与试验装置进行比较。血样1500g离心10min分离血浆,在自动凝血仪T Coag DT-100 (Trinity)上使用neoplastin CI Stago和ISI 1.4进行分析。
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