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基于近红外光谱结合比色传感器对霉变小麦中菌落数量的定量分析。

Quantitative analysis of colony number in mouldy wheat based on near infrared spectroscopy combined with colorimetric sensor.

机构信息

School of Food and Biological Engineering, Jiangsu University, Jiangsu 212013, PR China.

School of Food and Biological Engineering, Jiangsu University, Jiangsu 212013, PR China.

出版信息

Food Chem. 2021 Aug 30;354:129545. doi: 10.1016/j.foodchem.2021.129545. Epub 2021 Mar 12.

Abstract

Current work presented a novel method based on colorimetric sensor (CS) combined with visible/near-infrared spectroscopy (VNIRs) for the detection of volatile markers in wheat infected by Aspergillus glaucus. Wheat samples with different mouldy degree was cultivated for backup under temperature of 25-28 °C in incubator. The total colony number was determined by flat colony counting method. Through employing chemo-responsive dyes including 8-(4-nitrophenyl)-4, 4-difluoro-BODIPY (NOBDP), 8-(4-bromophenyl)-4,4-difluoro-BODIPY(BrBDP) and 8-phenyl-4,4-difluoro- BODIPY(HBDP) as capture probes of colorimetric sensor for volatile organic compounds (VOCs). The spectral data of CS-VNIRs were scanned and used to build synergic interval partial least squares (Si-PLS) models. The optimized Si-PLS model based on HBDP sensor gave a better detection performance, and the correlation coefficient of the prediction set Rp = 0.9387. The achieved high correlation rates imply that the technique may be deployed as a panacea to identify and quantify the colony number of different mouldy wheat.

摘要

目前的工作提出了一种基于比色传感器(CS)结合可见/近红外光谱(VNIRs)的新方法,用于检测受蓝绿木霉感染的小麦中的挥发性标志物。在 25-28°C 的培养箱中培养具有不同霉变程度的小麦样本作为备份。通过平板菌落计数法确定总菌落数。通过使用化学响应染料,包括 8-(4-硝基苯基)-4,4-二氟-BODIPY(NOBDP)、8-(4-溴苯基)-4,4-二氟-BODIPY(BrBDP)和 8-苯基-4,4-二氟-BODIPY(HBDP)作为比色传感器的挥发性有机化合物(VOC)的捕获探针。扫描 CS-VNIRs 的光谱数据,并用于构建协同间隔偏最小二乘(Si-PLS)模型。基于 HBDP 传感器的优化 Si-PLS 模型表现出更好的检测性能,预测集的相关系数 Rp=0.9387。高相关率的实现意味着该技术可以作为一种通用方法来识别和量化不同霉变小麦的菌落数。

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