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Differential Leukocyte Counting via Fluorescent Detection and Image Processing on a Centrifugal Microfluidic Platform

机译:在离心微流控平台上通过荧光检测和图像处理进行白细胞差异计数

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摘要

Centrifugal microfluidics has received much attention in the last decade for the automation of blood testing at the point-of-care, specifically for the detection of chemistries, proteins, and nucleic acids. However, the detection of common blood cells on-disc, particularly leukocytes, remains a challenge. In this paper, we present two analytical methods for enumerating leukocytes on a centrifugal platform using a custom-built fluorescent microscope, acridine orange nuclear staining, and image processing techniques. In the first method, cell analysis is performed in glass capillary tubes; in the second, acrylic chips are used. A bulk-cell analysis approach is implemented in both cases where the pixel areas of fractionated lymphocyte/monocyte and granulocyte layers are correlated with cell counts. Generating standard curves using porcine blood sample controls, we observed strong linear fits to measured cell counts using both methods. Analyzing the pixel intensities of the fluorescing white cell region, we are able to differentiate lymphocytes from monocytes via pixel clustering, demonstrating the capacity to perform a 3-part differential. Finally, a discussion of pros and cons of the bulk-cell analysis approach concludes the paper.
机译:在过去的十年中,离心微流体在现场即时进行血液检测,尤其是化学,蛋白质和核酸的检测方面引起了广泛关注。然而,盘上普通血细胞,特别是白细胞的检测仍然是一个挑战。在本文中,我们介绍了两种使用定制荧光显微镜,a啶橙核染色和图像处理技术在离心平台上计数白细胞的分析方法。第一种方法是在玻璃毛细管中进行细胞分析。第二,使用丙烯酸芯片。在两种情况下均采用了大细胞分析方法,其中分馏的淋巴细胞/单核细胞和粒细胞层的像素面积与细胞计数相关。使用猪血样对照生成标准曲线,我们观察到两种方法对所测细胞计数的强线性拟合。分析发荧光的白细胞区域的像素强度,我们能够通过像素聚类将淋巴细胞与单核细胞区分开,证明了进行三部分差分的能力。最后,对体细胞分析方法的利弊进行了讨论。

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