Insect meal as feed: discrimination of particles issued from authorised and unauthorised species using Near Infrared Microscopy (NIRM)

IF 4.7 3区 农林科学 Q1 ENTOMOLOGY
A. Anselmo, P. Veys, F. Stevens, J.A. Fernández Pierna, D. Michez, V. Baeten
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Abstract

Since 2017, insect meals have been authorised for animal feed in the European Union, but only eight insect species can be used to produce these meals. This legislation brings with it new analytical challenges, such as the need to identify the insect species processed in the meal. This paper investigated the ability of Near Infrared Microscopy (NIRM) to discriminate meal particles from authorised insect species and differentiate them from unauthorised species. The spectral data was analysed using chemometrics, enabling the assessment of classification specificity and sensitivity for each species to be discriminated. Using Partial Least Squares Discriminant Analysis (PLS-DA), insect species could be efficiently discriminated with specificity and sensitivity values generally above 0.90. However, the discrimination between particular species appeared more difficult. Most of the observed confusion is probably due to the chemical composition of the insects, which can be very similar between closely related species. These results were encouraging, but also indicated that the use of the NIRM technique alone in case of fraud or natural contamination should be complemented by other techniques such as RT-PCR or mass spectrometry.
作为饲料的昆虫粉:使用近红外显微镜(NIRM)鉴别来自授权和非授权物种的微粒
自 2017 年起,昆虫粉被授权用于欧盟的动物饲料,但只有八种昆虫可用于生产这些昆虫粉。这项立法带来了新的分析挑战,例如需要识别昆虫餐中加工的昆虫种类。本文研究了近红外显微镜(NIRM)辨别来自授权昆虫物种的虫粉颗粒并将其与非授权物种区分开来的能力。利用化学计量学对光谱数据进行了分析,从而评估了每个待区分物种的分类特异性和灵敏度。利用偏最小二乘法判别分析(PLS-DA),昆虫物种可被有效区分,特异性和灵敏度值一般在 0.90 以上。不过,特定物种之间的区分似乎比较困难。观察到的大部分混淆可能是由于昆虫的化学成分造成的,近缘物种之间的化学成分可能非常相似。这些结果令人鼓舞,但也表明,在出现欺诈或自然污染的情况下,仅使用近红外光谱技术应辅以其他技术,如 RT-PCR 或质谱分析法。
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来源期刊
Journal of Insects as Food and Feed
Journal of Insects as Food and Feed Agricultural and Biological Sciences-Insect Science
CiteScore
7.00
自引率
17.60%
发文量
133
期刊介绍: The Journal of Insects as Food and Feed covers edible insects from harvesting in the wild through to industrial scale production. It publishes contributions to understanding the ecology and biology of edible insects and the factors that determine their abundance, the importance of food insects in people’s livelihoods, the value of ethno-entomological knowledge, and the role of technology transfer to assist people to utilise traditional knowledge to improve the value of insect foods in their lives. The journal aims to cover the whole chain of insect collecting or rearing to marketing edible insect products, including the development of sustainable technology, such as automation processes at affordable costs, detection, identification and mitigating of microbial contaminants, development of protocols for quality control, processing methodologies and how they affect digestibility and nutritional composition of insects, and the potential of insects to transform low value organic wastes into high protein products. At the end of the edible insect food or feed chain, marketing issues, consumer acceptance, regulation and legislation pose new research challenges. Food safety and legislation are intimately related. Consumer attitude is strongly dependent on the perceived safety. Microbial safety, toxicity due to chemical contaminants, and allergies are important issues in safety of insects as food and feed. Innovative contributions that address the multitude of aspects relevant for the utilisation of insects in increasing food and feed quality, safety and security are welcomed.
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