拉曼光谱
偏最小二乘回归
分析化学(期刊)
主成分分析
傅里叶变换红外光谱
谱线
校准
红外线的
红外光谱学
化学
人类血液
核磁共振
材料科学
色谱法
数学
医学
物理
统计
光学
生理学
有机化学
天文
作者
Tatiana Makhnii,Oleksii Ilchenko,Andriy Reynt,Yuriy Pilgun,Andrii Kutsyk,Д. С. Красненков,M. Ivasyuk,Vitaliy Kukharskyy
标识
DOI:10.15407/ujpe61.10.0853
摘要
Blood analysis by spectroscopic techniques can provide important information about biochemistry and life processes in it. Blood indices are highly variable, and plenty of factors influence them. The present work describes the combination of two methods – IR and Raman spectroscopies of blood applied to investigate gerontology issues. We carried out a pilot study of 74 blood samples. The donors were differentiated by age with the Partial Least Squares (PLS) analysis of Raman and IR spectra. Analyzing the principal component spectra obtained during PLS processn the most illustrative bands were found in the intervals 2860–3030 cm−1, 1370–1620 cm−1, 1020–1220 cm−1 and in 1650–1530 cm−1, 1380–1360 cm−1, 1220–1200 cm−1, 1002–1004 cm−1, 760–750 cm−1 in IR and Raman spectral regions, respectively. Calibration models obtained via the PLS analysis of blood vibrational spectra provide the accuracy of age determination around ±15 years from FTIR data and around ±20 years from Raman data. Though such calibrations cannot be used for the precise determination of age, the age-related changes of blood do really exist and can be detected from vibrational spectra.
科研通智能强力驱动
Strongly Powered by AbleSci AI