The potential of FT-IR spectroscopy for improving healthcare in sepsis-An animal model study

被引:4
作者
Pinto, G. C. [1 ]
Leal, L. B. [1 ]
Magalhaes, N. C. [2 ]
Pereira, M. F. [1 ]
Vassallo, P. F. [1 ,4 ]
Pereira, T. M. [5 ]
Barauna, V. G. [3 ]
Byrne, H. J. [6 ]
Carvalho, L. F. C. S. [2 ,7 ]
机构
[1] Univ Fed Espirito Santo, Post Grad Program Physiol Sci, Marechal Campos Ave 1468, BR-29040090 Vitoria, ES, Brazil
[2] Univ Taubate, R Operarios 09, BR-12020340 Taubate, SP, Brazil
[3] Fed Univ Espirito Santo UFES, Dept Physiol Sci, Marechal Campos Ave 1468, BR-29040090 Vitoria, ES, Brazil
[4] Univ Fed Minas Gerais, Clin Hosp, Belo Horizonte, MG, Brazil
[5] Univ Fed Estado Sao Paulo, R Talim 330, BR-122310 Sao Jose Dos Campos, SP, Brazil
[6] Technol Univ Dublin, FOCAS Res Inst, Kevin St, Dublin 8, Ireland
[7] Ctr Univ Braz Cubas, Av Francisco Rodrigues Filho 1233, BR-08773380 Mogi Das Cruzes, SP, Brazil
关键词
FT-IR; Spectroscopy; Sepsis diagnosis; Optical diagnosis; INTERNATIONAL CONSENSUS DEFINITIONS; INFRARED-SPECTROSCOPY; RAMAN-SPECTROSCOPY; INTENSIVE-CARE; BLOOD-PLASMA; SERUM; DIAGNOSIS; ATR; DNA; DYSFUNCTION;
D O I
10.1016/j.pdpdt.2021.102312
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Fourier Transform-Infrared (FT-IR) absorption spectroscopy has been used to investigate pathophysiological changes caused by sepsis. Sepsis has been defined as a potentially fatal organic dysfunction caused by a dysregulated host response to infection and can lead a patient to risk of death. This study used samples consisting of the blood plasma of mice which were induced to sepsis state, compared to a healthy group using FT-IR associated with attenuated total reflectance (ATR) spectroscopy. For statistical analysis, principal components analysis (PCA) and linear discriminant analysis (LDA) were applied, independently, to the second derivative spectra of both the fingerprint (900-1800 cm- 1) and the high wavenumber (2800-3100 cm- 1) regions. The technique efficiently differentiated the blood plasma of the two groups, sepsis and healthy mice, the analysis indicating that fatty acids and lipids in the blood samples could be an important biomarker of sepsis.
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页数:9
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