Raman Spectroscopy of Individual Cervical Exfoliated Cells in Premalignant and Malignant Lesions

被引:3
|
作者
Silva-Lopez, Mariana Sarai [1 ]
Ilizaliturri Hernandez, Cesar Arturo [2 ]
Navarro Contreras, Hugo Ricardo [1 ]
Rodriguez Vazquez, Angel Gabriel [1 ]
Ortiz-Dosal, Alejandra [3 ]
Kolosovas-Machuca, Eleazar Samuel [1 ]
机构
[1] Univ Autonoma San Luis Potosi, Coordinac Innovac & Aplicc Ciencia & Tecnol CIACY, 550-2a Sierra Leona Ave, San Luis Potosi 78210, San Luis Potosi, Mexico
[2] Univ Autonoma San Luis Potosi, CIACYT, Fac Med, 550-2a Sierra Leona Ave, San Luis Potosi 78210, San Luis Potosi, Mexico
[3] Univ Autonoma San Luis Potosi, Doctorado Inst Ingn & Ciencia Mat DICIM UASLP, 550 Sierra Leona Ave, San Luis Potosi 78210, San Luis Potosi, Mexico
来源
APPLIED SCIENCES-BASEL | 2022年 / 12卷 / 05期
关键词
cancer screening; cervical cytology; single-cell Raman spectroscopy; cervical intraepithelial neoplasia; malignant cervical lesions; HUMAN-PAPILLOMAVIRUS; CANCERS;
D O I
10.3390/app12052419
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Cervical cancer is frequent neoplasia. Currently, the diagnostic approach includes cervical cytology, colposcopy, and histopathology studies; combining detection techniques increases the sensitivity and specificity of the tests. Raman spectroscopy is a high-resolution technique that supports the diagnosis of malignancies. This study aimed to evaluate the Raman spectroscopy technique discriminating between healthy and premalignant/malignant cervical cells. We included 81 exfoliative cytology samples, 29 in the "healthy group" (negative cytology), and 52 in the "CIN group" (premalignant/malignant lesions). We obtained the nucleus and cytoplasm Raman spectra of individual cells. We tested the spectral differences between groups using Permutational Multivariate Analysis of Variance (PERMANOVA) and Canonical Analysis of Principal Coordinates (CAP). We found that Raman spectra have increased intensity in premalignant/malignant cells compared with healthy cells. The characteristic Raman bands corresponded to proteins and nucleic acids, in concordance with the increased replication and translation processes in premalignant/malignant states. We found a classification efficiency of 76.5% and 82.7% for cytoplasmic and nuclear Raman spectra, respectively; cell nucleus Raman spectra showed a sensitivity of 84.6% in identifying cervical anomalies. The classification efficiency and sensitivity obtained for nuclear spectra suggest that Raman spectroscopy could be helpful in the screening and diagnosis of premalignant lesions and cervical cancer.
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页数:15
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