1. 河南农业大学食品科学技术学院
2. 农业部环境保护科研监测所农业部农产品质量安全环境因子风险评估实验室
3. 安捷伦科技有限公司
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冯雪, 柳艳霞, 贺泽英, 等. 稻米代谢组学分析方法的建立及在产地溯源中的应用[J]. 分析测试学报, 2016,35(5):514-519.
Development of an Analysis Method of Metabolomics in Rice and Its Application in Geographic Authenticity[J]. 2016,35(5):514-519.
采用气相色谱-串联四极杆飞行时间质谱(GC/Q-TOF MS)建立了稻米的代谢组学分析方法,并将其应用于产地溯源。利用D-最优设计对提取溶剂进行优化,通过偏最小二乘分析法考察了不同溶剂对代谢物提取效率的影响。考察了衍生试剂种类、衍生温度及时间对代谢物检测的影响,最终确定分析条件为:甲醇-水(1∶1)为提取溶剂,N-甲基-N-三甲基硅基三氟乙酰胺-三甲基氯硅烷(MSTFA-TMCS,99∶1)于60℃条件下衍生1h。选取10种代谢物考察仪器精密度、方法重现性和衍生产物稳定性,相对标准偏差(RSD)均小于9%,证明了方法的可靠性。结合Mass Profiler Professional(MPP)软件,以主成分分析(PCA)法区分黑龙江省4个地区的29个绥粳4号稻米样本,分类效果显著。对显著变化(P<0.05,倍率变化≥2)的差异性代谢物进行鉴定,确定了11种特征标记物。结果表明,利用GC/Q-TOF MS建立代谢组学分析方法,结合主成分分析鉴别稻米产地具有可行性,为大米市场的规范和资源开发利用提供了依据。
An effective method was established for the analysis of metabolomics in rice from different geographical origins by gas chromatography-quadrupole time-of-flight-mass spectrometry(GC/Q-TOF MS),and was applied in geographic authenticity identification of rice.D-optimal experimental design was used to optimize the different extraction solvents,and the extraction efficiency was evaluated by partial least squares(PLS).Effects of derivatization reagents,derivatization temperature and time on the analysis of metabolites were investigated.The best result was obtained using methanol-water(1∶1) as extraction reagent,and derivatizing with N-methyl-N- (trimethylsilyl) trifluoroacetamide-trimethylchlorosilane(MSTFA-TMCS,99∶1) at 60℃ for 1h.10 highly matched metabolites were selected to assess the precision,reproducibility of the method and the stability of derived products.Satisfactory results were obtained with relative standard deviations(RSD) lower than 9%,confirming reliability of the method.Principal component analysis(PCA) prediction model was establised by mass profiler professional(MPP) to classify the Suijing 4 rice from four different geographical origins in Heilongjiang Province,and the results showed that samples from different places clustered into four different groups significantly.11 differential compounds were determined,which satisfied P<0.05 and a fold change cut-off ≥2.This demonstrates the feasibility of the developed analysis method in rice by GC/Q-TOF MS and its application in geographic authenticity identification of rice combined with PCA analysis.The method could provide a scientific basis for the standardization of rice market and the utilization of the resources.
稻米气相色谱-四极杆飞行时间质谱代谢组学主成分分析产地鉴别
ricegas chromatography-quadrupole time-of-flight-mass spectrometry(GC/Q-TOF MS)metabolomicsprincipal component analysis(PCA)geographic authenticity
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