Surface-enhanced Raman spectroscopy analysis of menstrual cycle: From biochemical changes to diagnostics of vaginal infections

被引:2
作者
Berus, Sylwia M. [1 ]
Mlynarczyk-Bonikowska, Beata [2 ]
Przedpelska, Grazyna [3 ]
Szymborski, Tomasz [1 ]
Kaminska, Agnieszka [1 ]
机构
[1] Inst Phys Chem, Polish Acad Sci, Kasprzaka 44-52, PL-01224 Warsaw, Poland
[2] Med Univ Warsaw, Dept Dermatol, Koszykowa 82a, PL-02008 Warsaw, Poland
[3] Infant Jesus Clin Hosp, Dept Dermatol, Koszykowa 82a, PL-02008 Warsaw, Poland
来源
SENSORS AND ACTUATORS B-CHEMICAL | 2024年 / 409卷
关键词
Surface-enhanced Raman Spectroscopy SERS; chemometric analysis; vaginal fluid; menstrual blood; menstrual spotting; menstrual cycle; vaginal infection; SCATTERING; SPECTRA;
D O I
10.1016/j.snb.2024.135571
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Analysis of vaginal fluid is essential for the diagnosis of cervical cancer, various infections and the increasingly common infertility as well. Surface-enhanced Raman spectroscopy (SERS), which is an ultrasensitive technique, provides information from the molecular level of the analysed system and together with chemometric methods, can be a perfect diagnostic tool. However, the variety of processes naturally occurring during the menstrual cycle has a definite impact on the biochemistry of vaginal swabs. This study adopted SERS to track the biochemical changes recorded in spectra of analysed clinical entities during two menstrual cycles. Using Partial Least Squares Regression (PLSR) technique, we demonstrated the spectral information typical for three types of body fluid: menstrual blood (MB), menstrual spotting (MS) and vaginal fluid (VF). The hormonal changes during the menstrual cycle can be reflected in SERS spectra and allow distinction between the fertile and infertile phases. Significantly larger data separation was observed due to infection rather than hormonal fluctuation. These results give a firm foundation for the diagnosis of vaginal infections regardless of the menstrual cycle's day.
引用
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页数:9
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