用拉曼成像技术鉴定COVID-19检测拭子释放的微塑料纤维

IF 5.9 3区 环境科学与生态学 Q1 Environmental Science Environmental Sciences Europe Pub Date : 2023-05-06 DOI:10.1186/s12302-023-00737-0
Cheng Fang, Yunlong Luo, Clarence Chuah, Ravi Naidu
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引用次数: 5

摘要

新冠肺炎疫情尚未结束,产生的大量塑料垃圾已成为一个大问题。例如,为了捕获病毒,无论是通过抗原检测还是PCR检测,通常都使用拭子取样。不幸的是,棉签的尖端通常是由塑料制成的,因此它可能是微塑料的潜在来源。本研究旨在提出并优化几种拉曼成像方法,以识别不同COVID-19测试拭子释放的微塑料纤维。结果拉曼成像技术能有效识别和显示棉签中释放的微塑料纤维。与此同时,在纤维表面,一些品牌的棉签也捕获了氧化钛颗粒等添加剂。为了提高结果的确定性,首先利用扫描电镜(SEM)获得了释放的微塑料纤维的形貌,并利用能谱x射线(EDS)证实了钛元素的存在。然后,利用拉曼成像技术从扫描光谱矩阵中的不同特征峰对微塑料和氧化钛颗粒进行识别和可视化。为了进一步提高成像的确定性,可以使用算法对这些图像进行合并和交叉检查,或者通过化学计量学(如主成分分析(PCA))对扫描频谱矩阵的原始数据进行分析和解码。除了优点之外,还讨论了共聚焦拉曼成像的缺点(受焦高的影响)和算法(非监督计算),并有意纠正。简而言之,推荐使用成像分析(特别是结合扫描电镜和拉曼光谱),以避免在选择性但随机的位置上进行单光谱分析可能产生的结果偏差。结论拉曼成像技术是一种检测微塑料的有效手段。研究结果也给我们发出了一个强烈的警告,如果我们担心潜在的微塑料污染,我们应该谨慎选择合适的COVID-19检测试剂盒。
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Identification of microplastic fibres released from COVID-19 test swabs with Raman imaging

Background

COVID-19 pandemic is not yet over, and it has been generating lots of plastic wastes that become a big concern. To catch the virus, for example, no matter via antigen or PCR test, swab is generally used for sampling. Unfortunately, the swab tip is commonly made of plastics, and thus it can be a potential source of microplastics. This study aims to propose and optimise several Raman imaging to identify the microplastic fibres released from different COVID-19 test swabs.

Results

The results show that Raman imaging can effectively identify and visualise the microplastic fibres released from the swabs. In the meantime, on the surface of the fibres, additives such as titanium oxide particles are also captured for some brands of swabs. To increase the result certainty, scanning electron microscope (SEM) is first employed to get the morphology of the released microplastic fibres, along with Energy-dispersive X-ray spectroscopy (EDS) to confirm the presence of titanium element. Then, Raman imaging is advanced to identify and visualise the microplastics and titanium oxide particles, from different characteristic peaks in the scanning spectrum matrix. To further increase the imaging certainty, these images can be merged and cross-checked using algorithms, or the raw data from the scanning spectrum matrix can be analysed and decoded via chemometrics, such as principal component analysis (PCA). Beyond the advantages, the disadvantages of the confocal Raman imaging (affected by focal height) and algorithms (non-supervised calculation) are also discussed and intentionally corrected. In brief, the imaging analysis (particularly the combined SEM with Raman) is recommended to avoid the possible result bias that might be generated from the single spectrum analysis at a selective but random position.

Conclusions

Overall, the results indicate that Raman imaging can be a useful tool to detect microplastics. The results also send us a strong warning that, if we worry about the potential microplastics contamination, we should be cautious to select the suitable COVID-19 testing kits.

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来源期刊
Environmental Sciences Europe
Environmental Sciences Europe Environmental Science-Pollution
CiteScore
9.20
自引率
1.70%
发文量
110
审稿时长
13 weeks
期刊介绍: ESEU is an international journal, focusing primarily on Europe, with a broad scope covering all aspects of environmental sciences, including the main topic regulation. ESEU will discuss the entanglement between environmental sciences and regulation because, in recent years, there have been misunderstandings and even disagreement between stakeholders in these two areas. ESEU will help to improve the comprehension of issues between environmental sciences and regulation. ESEU will be an outlet from the German-speaking (DACH) countries to Europe and an inlet from Europe to the DACH countries regarding environmental sciences and regulation. Moreover, ESEU will facilitate the exchange of ideas and interaction between Europe and the DACH countries regarding environmental regulatory issues. Although Europe is at the center of ESEU, the journal will not exclude the rest of the world, because regulatory issues pertaining to environmental sciences can be fully seen only from a global perspective.
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