Department Applied Biology-Microbiology, University of Perugia, Borgo 20 Giugno, 74, I-06121 Perugia, Italy.
Analyst. 2010 Aug;135(8):2099-105. doi: 10.1039/c0an00127a. Epub 2010 Jun 4.
Fourier Transform InfraRed (FTIR) spectroscopy is an increasingly used technique in biology, especially for whole cell metabolomic fingerprint. The reproducibility of this technique is influenced by a large number of factors such as the physiological state of cells, sample manipulation and growth conditions. Evidence exists suggesting that the cell shape and dimension can be further elements to consider in whole cell FTIR analysis. In this study we aimed to address the effect of cell geometry on the FTIR spectra and to define the extent of variability occurring between machine and biological replicas with a standardized protocol. The yeast species Saccharomyces cerevisiae (large oval-shaped cells) and Debaryomyces hansenii (small round shaped cells) were employed for their different morphology. Thirty machine replicas of each were analyzed separately and after averaging in groups of three, showing a three to four-fold reduction of the variability. Similarly, a two-fold reduction of variability was observed when thirty biological replicas of the two yeast species were analyzed. The optimal number of replicas to average was then estimated with a bootstrap-like procedure in which biological and machine replicas were randomly resampled 2000 times and averaged in groups spanning from 2 to 12 replicas. This simulation has shown that little if any advantage can be obtained by increasing the number of replicas over five and that the variability exhibited by the small regular cells of D. hansenii was always roughly half of that displayed by the large S. cerevisiae cells, confirming the results obtained with standard non-bootstrapped averages.
傅里叶变换红外(FTIR)光谱学是生物学中越来越常用的技术,特别是用于全细胞代谢组指纹分析。该技术的重现性受到许多因素的影响,例如细胞的生理状态、样本处理和生长条件。有证据表明,细胞形状和尺寸可能是全细胞 FTIR 分析中需要进一步考虑的因素。在这项研究中,我们旨在研究细胞几何形状对 FTIR 光谱的影响,并使用标准化方案定义机器和生物复制品之间发生的可变性程度。选择酿酒酵母(大椭圆形细胞)和汉逊德巴利酵母(小圆形细胞)这两种不同形态的酵母物种来进行研究。分别对每个物种的 30 个机器复制品进行了分析,并将其平均分为三组,结果表明可变性降低了三到四倍。同样,当分析两种酵母的 30 个生物复制品时,可变性降低了两倍。然后,通过类似于自举的过程来估计最佳的平均复制品数量,其中生物和机器复制品随机重新采样 2000 次,并将其平均分为 2 到 12 个复制品的组。该模拟表明,通过增加复制品数量超过五个,几乎没有任何优势,而且 D. hansenii 的小规则细胞显示的可变性始终约为 S. cerevisiae 大细胞的一半,这与标准非自举平均值的结果一致。