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基于侧流层析测试条渗透速度的新型新生儿血细胞比容筛查方法的特征描述。

Characterization of a Novel Approach for Neonatal Hematocrit Screening Based on Penetration Velocity in Lateral Flow Test Strip.

机构信息

Department of Engineering and Architecture, University of Trieste, 34127 Trieste, Italy.

Bilimetrix s.r.l., 34149 Trieste, Italy.

出版信息

Sensors (Basel). 2023 Mar 4;23(5):2813. doi: 10.3390/s23052813.

Abstract

Hematocrit (HCT) is a crucial parameter for both adult and pediatric patients, indicating potentially severe pathological conditions. Most common methods for HCT assessment are microhematocrit and automated analyzers; however, developing countries present specific needs often not addressed by these technologies. Paper-based devices can be suitable for those environments being inexpensive, rapid, easy to use, and portable. The aim of this study is to describe and validate against a reference method, a novel HCT estimation method based on penetration velocity in lateral flow test strips complying with the requirements in low- or middle-income country (LMIC) scenarios. To calibrate and test the proposed method, 145 blood samples of 105 healthy neonates with gestational age greater than 37 weeks were collected (29 calibration set, 116 test set) in the range of HCT values (31.6-72.5%). The time difference (Δt) from the whole blood sample loading into the test strip instant till the nitrocellulose membrane saturation instant was measured by a reflectance meter. A nonlinear relation was observed between HCT and Δt and was estimated by a third-degree polynomial equation (R = 0.91) valid in 30% to 70% HCT interval. The proposed model was subsequently used to estimate HCT values on the test set showing a good agreement between the estimated HCT and the HCT measured by the reference method (r = 0.87, < 0.001), with a low mean difference of 0.53 ± 5.04% and a slight trend of overestimation for higher hematocrit values. The mean absolute error was 4.29%, while the maximum absolute error was 10.69%. Although the proposed method did not present a sufficient accuracy to be used for diagnostic purposes, it could be suitable as a fast, low-cost, easy-to-use screening tool especially in LMIC scenarios.

摘要

红细胞压积(HCT)是成人和儿科患者的重要参数,表明可能存在严重的病理状况。HCT 评估的最常见方法是微量红细胞压积和自动分析仪;然而,发展中国家存在着这些技术通常无法满足的特定需求。基于纸的设备可以适用于那些环境,因为它们价格低廉、快速、易于使用且便携。本研究的目的是描述一种基于侧向流动测试条中渗透速度的新型 HCT 估计方法,并验证其符合中低收入国家(LMIC)环境的要求。为了校准和测试该方法,在 HCT 值(31.6-72.5%)范围内,收集了 105 名胎龄大于 37 周的健康新生儿的 145 个血液样本(29 个校准集,116 个测试集)。通过反射计测量从全血样本加载到测试条瞬间到硝酸纤维素膜饱和瞬间的时间差(Δt)。观察到 HCT 与Δt 之间存在非线性关系,并通过三次多项式方程(R = 0.91)进行估计,该方程在 30%至 70%HCT 区间内有效。随后,使用该模型估计测试集中的 HCT 值,发现估计的 HCT 值与参考方法测量的 HCT 值之间具有良好的一致性(r = 0.87,<0.001),平均差异为 0.53±5.04%,并且对于较高的红细胞压积值存在轻微的高估趋势。平均绝对误差为 4.29%,最大绝对误差为 10.69%。尽管该方法的准确性不足以用于诊断目的,但它可能适合作为一种快速、低成本、易于使用的筛选工具,特别是在 LMIC 环境中。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/08ae/10006883/7aaa187fc584/sensors-23-02813-g001.jpg

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