Surface Enhanced Raman Spectral Monitoring of 50 KDa Filtrate Portions of Blood Serum Samples of Patients with Iron Deficiency Anemia

IF 2.4 3区 化学 Q2 SPECTROSCOPY
Rabia Tariq, Muhammad Zeshan Khalil, Haq Nawaz, Muhammad Irfan Majeed, Nosheen Rashid, Norah A. Albekairi, Abdulrahman Alshammari, Ali Kamran, Munawar Hussain, Seher Nawabzadi, Saima Afzal, Shanza Rauf, Eman Fatima, Muhammad Wasim
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Abstract

Surface-enhanced Raman spectroscopy (SERS) is considered powerful analytical technique that significantly enhances the Raman scattering which enables the detection of low concentration of biomolecular analytes of blood serum, which can lead to early diagnosis of diseases. The aim of this study is Surface enhanced Raman spectral monitoring of 50 KDa filtrate portions of blood serum samples of patients with iron deficiency anemia. The blood serum components include higher molecular weight fractions (HMWF) and lower molecular weight fractions (LMWF) of biomolecules. The biomarkers of iron deficiency anemia, which are low molecular weight fractions are suppressed by high molecular weight fraction hence hindering them from contributing in the diagnosis of the disease. The ultra-filtration of the blood serum samples is performed using filtration devices of 50 KDa. The specific SERS spectral features related to biochemical markers of iron deficiency anemic subgroups (with different values of hemoglobin) from different blood serum samples are identified including 479, 535, 888, and 1300 cm−1. These SERS features can be associated with different biomarkers of iron deficiency anemia consisting of ferritin, hepcidin, iron bound transferrin, and erythropoietin. Moreover, chemometric statistical techniques including principal component analysis (PCA) and partial least square regression (PLSR) are used for qualitative analysis of variations between spectral data and quantitative prediction of hemoglobin concentration of iron deficiency anemia samples, respectively.

Abstract Image

表面增强拉曼光谱监测缺铁性贫血患者血清样品50 KDa滤液部分
表面增强拉曼光谱(SERS)被认为是一种功能强大的分析技术,它能显著增强拉曼散射,从而检测血清中低浓度的生物分子分析物,并能对疾病进行早期诊断。本研究的目的是对缺铁性贫血患者血清样本中 50 KDa 滤液部分进行表面增强拉曼光谱监测。血清成分包括生物大分子的高分子量组分(HMWF)和低分子量组分(LMWF)。缺铁性贫血的生物标志物(即低分子量组分)会被高分子量组分所抑制,从而阻碍它们对疾病的诊断做出贡献。使用 50 KDa 的过滤装置对血清样本进行超滤。从不同的血清样本中识别出了与缺铁性贫血亚组(血红蛋白值不同)生化标志物相关的特定 SERS 光谱特征,包括 479、535、888 和 1300 cm-1。这些 SERS 特征可与缺铁性贫血的不同生物标志物(包括铁蛋白、肝素、铁结合转铁蛋白和促红细胞生成素)相关联。此外,包括主成分分析(PCA)和偏最小二乘法回归(PLSR)在内的化学计量统计技术分别用于光谱数据之间变化的定性分析和缺铁性贫血样本血红蛋白浓度的定量预测。
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来源期刊
CiteScore
5.40
自引率
8.00%
发文量
185
审稿时长
3.0 months
期刊介绍: The Journal of Raman Spectroscopy is an international journal dedicated to the publication of original research at the cutting edge of all areas of science and technology related to Raman spectroscopy. The journal seeks to be the central forum for documenting the evolution of the broadly-defined field of Raman spectroscopy that includes an increasing number of rapidly developing techniques and an ever-widening array of interdisciplinary applications. Such topics include time-resolved, coherent and non-linear Raman spectroscopies, nanostructure-based surface-enhanced and tip-enhanced Raman spectroscopies of molecules, resonance Raman to investigate the structure-function relationships and dynamics of biological molecules, linear and nonlinear Raman imaging and microscopy, biomedical applications of Raman, theoretical formalism and advances in quantum computational methodology of all forms of Raman scattering, Raman spectroscopy in archaeology and art, advances in remote Raman sensing and industrial applications, and Raman optical activity of all classes of chiral molecules.
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