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使用无镜头技术检测犬 EDTA 血液中的循环微丝蚴:初步结果。

Detection of circulating microfilariae in canine EDTA blood using lens-free technology: preliminary results.

机构信息

Département des Sciences Cliniques des animaux de compagnie et de sport, École nationale vétérinaire de Toulouse, Université de Toulouse, INSERM, ENVT, UPS, Toulouse, France.

CREFRE, École nationale vétérinaire de Toulouse, Université de Toulouse, INSERM, ENVT, UPS, Toulouse, France.

出版信息

J Vet Diagn Invest. 2021 May;33(3):572-576. doi: 10.1177/10406387211001092. Epub 2021 Mar 18.

DOI:10.1177/10406387211001092
PMID:33733938
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8120067/
Abstract

causes life-threatening heart disease in dogs, thus screening of dog populations is important. Lens-free technology (LFT) is a low-cost imaging technique based on light diffraction that allows computerized recognition of small objects in holographic images. We evaluated an algorithm capable of recognizing microfilariae in canine whole blood using the LFT. We examined 3 groups of 10 EDTA blood specimens, from dogs with microfilaremia (group A), healthy dogs (B), and dogs with hematologic modifications other than microfilaremia (C). The LFT analyzer photographed repeated series of 5 images of all samples. The algorithm declared a sample positive if a microfilaria was detected on ≥1, ≥2, or ≥3 of the 5 images of a series. Microfilariae were detected visually in the images in 9 of 10 cases in group A; no microfilariae were seen in the images from groups B and C. Of the 30 cases, there were 14, 4, and only 3 false-positives with the 1 of 5, 2 of 5, and 3 of 5 image cutoffs, respectively. There were no false-negatives, regardless of cutoff. LFT seems useful for detecting microfilaria and could have application in clinical pathology.

摘要

犬恶丝虫可导致危及生命的心脏病,因此对犬群进行筛查很重要。无透镜技术(LFT)是一种基于光衍射的低成本成像技术,可实现计算机识别全息图像中的小物体。我们评估了一种使用 LFT 识别犬全血中微丝蚴的算法。我们检查了来自微丝蚴血症犬(A 组)、健康犬(B 组)和除微丝蚴血症外血液学改变的犬(C 组)的 3 组每组 10 个 EDTA 血标本。LFT 分析仪对所有样本的 5 张重复图像系列进行拍照。如果在一个系列的 5 张图像中的≥1、≥2 或≥3 张图像上检测到微丝蚴,则算法宣布该样本为阳性。在 A 组的 10 个病例中的 9 个中,在图像中可肉眼观察到微丝蚴;在 B 组和 C 组的图像中未观察到微丝蚴。在 30 个病例中,1 个、2 个和 3 个微丝蚴的 5 个图像截止值分别为 14、4 和仅 3 个假阳性;无论截止值如何,均无假阴性。LFT 似乎可用于检测微丝蚴,并且可能在临床病理学中有应用。

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本文引用的文献

1
Motility-based label-free detection of parasites in bodily fluids using holographic speckle analysis and deep learning.使用全息散斑分析和深度学习对体液中的寄生虫进行基于运动的无标记检测。
Light Sci Appl. 2018 Dec 12;7:108. doi: 10.1038/s41377-018-0110-1. eCollection 2018.
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A review of recent progress in lens-free imaging and sensing.无透镜成像与传感技术的最新进展综述。
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Evaluation of a lens-free imager to facilitate tuberculosis diagnostics in MODS.评估一种无透镜成像仪以促进在分子诊断系统中对结核病的诊断。
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