Kohler A, Sulé-Suso J, Sockalingum G D, Tobin M, Bahrami F, Yang Y, Pijanka J, Dumas P, Cotte M, van Pittius D G, Parkes G, Martens H
Centre for Biospectroscopy and Data Modelling, Norwegian Food Research Institute, Matforsk, Osloveien 1, 1430 As, Norway.
Appl Spectrosc. 2008 Mar;62(3):259-66. doi: 10.1366/000370208783759669.
We present an approach for estimating and correcting Mie scattering occurring in infrared spectra of single cells, at diffraction limited probe size, as in synchrotron based microscopy. The Mie scattering is modeled by extended multiplicative signal correction (EMSC) and subtracted from the vibrational absorption. Because the Mie scattering depends non-linearly on alpha, the product of the radius and the refractive index of the medium/sphere causing it, a new method was developed for estimating the Mie scattering by EMSC for unknown radius and refractive index of the Mie scatterer. The theoretically expected Mie contributions for a range of different alpha values were computed according to the formulae developed by Van de Hulst (1957). The many simulated spectra were then summarized by a six-dimensional subspace model by principal component analysis (PCA). This subspace model was used in EMSC to estimate and correct for Mie scattering, as well as other additive and multiplicative interference effects. The approach was applied to a set of Fourier transform infrared (FT-IR) absorbance spectra measured for individual lung cancer cells in order to remove unwanted interferences and to estimate ranges of important alpha values for each spectrum. The results indicate that several cell components may contribute to the Mie scattering.
我们提出了一种方法,用于估计和校正单细胞红外光谱中出现的米氏散射,该方法适用于衍射极限探针尺寸,如同基于同步加速器的显微镜那样。米氏散射通过扩展乘法信号校正(EMSC)进行建模,并从振动吸收中减去。由于米氏散射非线性地依赖于α,即引起散射的介质/球体的半径与折射率的乘积,因此开发了一种新方法,用于在米氏散射体的半径和折射率未知的情况下,通过EMSC估计米氏散射。根据范德胡尔斯(1957年)推导的公式,计算了一系列不同α值的理论预期米氏贡献。然后通过主成分分析(PCA),用一个六维子空间模型对众多模拟光谱进行总结。该子空间模型用于EMSC中,以估计和校正米氏散射以及其他加性和乘性干扰效应。该方法应用于为单个肺癌细胞测量的一组傅里叶变换红外(FT-IR)吸收光谱,以去除不需要的干扰,并估计每个光谱重要α值的范围。结果表明,几种细胞成分可能对米氏散射有贡献。