主成分分析
牛血清白蛋白
水溶液
化学
红外线的
红外光谱学
谱线
分析化学(期刊)
光谱分析
光谱学
材料科学
色谱法
物理化学
光学
有机化学
物理
量子力学
人工智能
计算机科学
天文
作者
Bo Yuan,Koichi Murayama,Yuqing Wu,Roumiana Tsenkova,Xiaoming Dou,Seiichi Era,Yukihiro Ozaki
标识
DOI:10.1366/000370203769699072
摘要
Fourier transform near-infrared (FT-NIR) spectra have been measured for bovine serum albumin (BSA) in an aqueous solution (pH 6.8) with a concentration of 5.0 wt % over a temperature range of 45–85 °C. Not only conventional spectral analysis methods, such as second-derivative spectra and difference spectra, but also chemometrics, such as principal component analysis (PCA) and evolving factor analysis (EFA), have been employed to analyze the temperature-dependent NIR spectra in the 7500–5500 and 4900–4200 cm −1 regions of the BSA aqueous solution. Intensity changes of bands in the 7200–6600 cm −1 and 4650–4500 cm −1 regions in the difference spectra indicate variations of the hydration and secondary structure of BSA in the aqueous solution, respectively. The plot of a band intensity at 7080 cm −1 in the different spectra shows a clear turning point at 63 °C, revealing that a significant change in the hydration occurs at about 63 °C. The forward and backward eigenvalues (EVs) from EFA suggest that marked changes in the hydration and secondary structure of BSA take place in the temperature ranges of 61–65 °C and 59–63 °C, respectively. In addition, the temperature of 71 °C marked in the EFA plots may correspond to the onset temperature of increase in the intermolecular β-sheet structure.
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