Bota Gheorghe M, Harrington Peter B
Ohio University, Center for Intelligent Chemical Instrumentation, Department of Chemistry and Biochemistry, Clippinger Laboratories, Athens, OH 45701-2979, USA.
Talanta. 2006 Jan 15;68(3):629-35. doi: 10.1016/j.talanta.2005.05.001. Epub 2005 Jun 23.
Biogenic amines are degradation products generated by bacteria in meat products. These amines can indicate bacterial contamination or have a carcinogenic effect to humans consuming spoiled meats; therefore, their rapid detection is essential. Trimethylamine (TMA) is a good target for the detection of biogenic amines because its volatility. TMA was directly detected in meat food products using ion mobility spectrometry (IMS). TMA concentrations were measured in chicken meat juice for a quantitative evaluation of the meat decaying process. The lowest detected TMA concentration in chicken juice was 0.6+/-0.2 ng and the lowest detected signal for TMA in a standard aqueous solution was 0.6 ng. IMS data were processed using partial least squares (PLS) and Fuzzy rule-building expert system (FuRES). Using these two chemometric methods, trimethylamine concentrations of different days of meat spoilage can be separated, indicating the decaying of meat products. Comparing the two methods, FuRES provided a better classification of different days of meat spoilage.
生物胺是肉类产品中细菌产生的降解产物。这些胺类物质可表明细菌污染情况,或对食用变质肉类的人类具有致癌作用;因此,对其进行快速检测至关重要。三甲胺(TMA)是检测生物胺的一个良好目标物,因为它具有挥发性。采用离子迁移谱(IMS)直接检测肉类食品中的TMA。测定鸡肉汁中的TMA浓度,以定量评估肉类的腐败过程。鸡肉汁中检测到的最低TMA浓度为0.6±0.2纳克,标准水溶液中检测到的TMA最低信号为0.6纳克。使用偏最小二乘法(PLS)和模糊规则构建专家系统(FuRES)处理IMS数据。使用这两种化学计量学方法,可以分离出肉类腐败不同天数的三甲胺浓度,表明肉类产品的腐败情况。比较这两种方法,FuRES对肉类腐败不同天数的分类效果更好。