恶性疟原虫感染红细胞的自体荧光光谱扫描预测感染的初步分析。

IF 4.9 3区 工程技术 Q1 CHEMISTRY, ANALYTICAL
Miguel A Garrido-Tamayo, Alejandro Rincón Santamaría, Fredy E Hoyos, Tamara González Vega, David Laroze
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引用次数: 0

摘要

疟疾是一种由疟原虫属寄生虫(包括最致命的恶性疟原虫)引起的传染病,它会改变宿主红细胞的物理化学性质,包括在感染它们后它们固有的自身荧光。本探索性研究旨在探讨使用自体荧光作为检测红细胞感染的方法的可能性。在255 ~ 630 nm的激发波长范围内,对未感染和体外感染的恶性疟原虫红细胞的自身荧光光谱进行了监测和比较。主成分分析显示,只有两个波长(315和320 nm),以前没有记录,能够准确区分感染和未感染的红细胞,显示在紫外线和蓝色区域的自身荧光增加。这种现象被认为与天然荧光团的存在有关,如色氨酸、FAD、NADH、卟啉和脂质色素。为了对样本进行分类,我们使用了线性判别分析(Linear Discriminant Analysis, LDA), Wilks’Lambda检验证实了判别函数的显著性,在91%以上的情况下,样本的分类是正确的。总的来说,我们的研究结果支持了自体荧光作为检测红细胞中疟疾寄生虫感染的有效方法的潜在用途,并有可能在便携式设备中实现快速现场诊断。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Autofluorescence of Red Blood Cells Infected with P. falciparum as a Preliminary Analysis of Spectral Sweeps to Predict Infection.

Malaria, an infectious disease caused by parasites of the genus Plasmodium-including the most lethal species, Plasmodium falciparum-alters the physicochemical properties of host red blood cells, including their intrinsic autofluorescence after infecting them. This exploratory study aims to investigate the possibility of using autofluorescence as a method for detecting infection in red blood cells. The autofluorescence spectra of uninfected and in vitro infected red blood cells with Plasmodium falciparum were monitored and compared across an excitation wavelength range of 255 to 630 nm. Principal Component Analysis revealed that only two wavelengths (315 and 320 nm), previously undocumented, were able to accurately differentiate infected from uninfected red blood cells, showing an increase in autofluorescence in the ultraviolet and blue regions. This phenomenon is hypothetically associated with the presence of natural fluorophores such as tryptophan, FAD, NADH, porphyrins, and lipopigments. To classify the samples, Linear Discriminant Analysis (LDA) was employed, and Wilks' Lambda test confirmed that the discriminant function was significant, enabling correct classification of samples in more than 91% of cases. Overall, our results support the potential use of autofluorescence as an effective approach for detecting malaria parasite infection in red blood cells, with the possibility of implementation in portable devices for rapid field diagnostics.

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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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