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Pyrrolizidine alkaloids in bee pollen identified by LC-MS/MS analysis and colour parameters using multivariate class modeling

机译:通过多变量分类建模通过LC-MS / MS分析和颜色参数鉴定了蜂花粉中的吡咯烷核苷生物碱

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摘要

Toxic pyrrolizidine alkaloids (PAs) and their N-oxides (PANOs) can be present in bee pollen depending on the plants visited by bees. A liquid chromatography-mass spectrometry (LC-MS/MS) method was developed and validated to monitor 17 PAs/PANOs in 44 bee pollens. The CIE-L a b colour coordinates with the specular component either included or excluded were recorded in pellets and ground aliquots. Lightness (L ) and yellowness (b ) of ground bee pollen were significantly correlated to PAs/PANOs content. The L and b cut-offs sorted by a receiver operating characteristic analysis to predict PAs/PANOs presence showed a significant increase in the relative risk to detect amounts higher than 84 μg kg . Two supervised canonical discriminant analyses confirmed that pollen without PAs could be distinguished from those containing PAs/PANOs. The data suggest that instrumental colour coupled with supervised models could be used as a screening test for PAs/PANOs in bee pollen, before the confirmatory LC-MS/MS analysis.
机译:取决于蜜蜂所访问的植物,蜂花粉中可能存在有毒的吡咯烷核生物碱(PAs)及其N-氧化物(PANOs)。建立了液相色谱-质谱(LC-MS / MS)方法,并验证了该方法可监测44种蜂花粉中的17种PA / PANO。将包含或排除镜面反射分量的CIE-L a b颜色坐标记录在颗粒和等分试样中。地面蜂花粉的亮度(L)和黄色度(b)与PAs / PANOs含量显着相关。通过接收器工作特性分析对L和b临界值进行分类以预测PAs / PANO的存在,表明检测到高于84μgkg的相对风险显着增加。两项有监督的规范判别分析证实,可以将不含PA的花粉与含有PA / PANO的花粉区分开。数据表明,在验证性LC-MS / MS分析之前,可以将仪器颜色与监督模型结合起来用作蜂花粉中PA / PANO的筛选测试。

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