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首页> 外文期刊>Romanian Biotechnology Letters >Characterization of resting versus stimulated saliva fingerprints using Middle-Infrared Spectroscopy assisted by Principal Component Analysis
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Characterization of resting versus stimulated saliva fingerprints using Middle-Infrared Spectroscopy assisted by Principal Component Analysis

机译:使用主成分分析辅助的中红外光谱表征静息和刺激唾液指纹

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Fourier Transform Mid-Infrared spectroscopy with Attenuated Reflection combined with multivariate data Principal Component Analysis have been applied for the discrimination of 12 couples of resting and stimulated saliva obtained from healthy volunteers. The resting saliva samples were collected before eating, while stimulated saliva, after chewing stimulation with parafin and preserved in Natrium azide 1%, deproteinized by methanol, before analysis. The spectra were compared by identifying the main absorption regions and quantitatively, by measuring the area peaks for each group of saliva samples. The Principal Component Analysis was performed discriminate differences among samples, either based on raw FTIR or second derivative spectra. The region 1000-1700 cm! corresponded to specific absorptions of saccharides and aminoacids/peptides/proteins where higher intensities for stimulated saliva against resting saliva (samples 1-8) while samples 9-12 showed similar or even decreased intensities after stimulation. In the region 2000 to 2200 cm, corresponding to specific absorptions of azides, thiocyanates and lipids, there were noticed higher intensities for stimulated saliva (1-4 and 7) against resting saliva samples, while samples 5,6,8, 9-12 showed similar or even decreased intensities after stimulation. The stimulated saliva were grouped similarly and clustered in an intermediate region, between positive PC-I and neutral PC-2 region, being more represented by a stronger PC-2 component, while resting saliva was represented by a positive PC-I. Therefore, FTMIR spectra are able to discriminate between the composition differences between resting and stimulated saliva samples. Further studies are needed to discriminate better among the characteristics of physiological and pathological saliva samples.
机译:具有衰减反射的傅里叶变换中红外光谱结合多元数据主成分分析已用于区分从健康志愿者那里获得的12对静息和刺激唾液对。进食前收集静止的唾液样本,刺激后的唾液,用石蜡咀嚼后收集,并保存在1%叠氮化钠中,用甲醇脱蛋白保存,然后进行分析。通过确定主要吸收区域并通过测量每组唾液样品的峰面积来定量比较光谱。进行主成分分析以基于原始FTIR或二阶导数光谱来区分样品之间的差异。区域1000-1700厘米!对应于糖和氨基酸/肽/蛋白质的特定吸收,其中刺激的唾液相对于静息唾液的强度更高(样品1-8),而样品9-12在刺激后强度相似甚至降低。在2000至2200 cm的区域中,对应于叠氮化物,硫氰酸盐和脂质的特定吸收,发现刺激的唾液(1-4和7)相对于静止的唾液样本具有更高的强度,而样本5,6,8,9-12在刺激后表现出相似甚至降低的强度。受刺激的唾液以相似的方式分组,并聚集在PC-1阳性和中性PC-2阳性区域之间的中间区域,更多地由较强的PC-2组分代表,而静息的唾液则由PC-1阳性代表。因此,FTMIR光谱能够区分静息和刺激唾液样品之间的成分差异。需要进一步研究以更好地区分生理和病理唾液样品的特征。

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