Surface-enhanced Raman spectroscopy in women with benign and malignant endometrial diseases

Vladimir M. Zuev, D. V. Lystsev, Dmitrii N. Artem’ev, Lyudmila A. Bratchenko, Vladimir I. Kukushkin, Tat’yana A. Fedorova, O. A. Bystrykh, Anton А. Ishchenko, A. Gilyadova
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Abstract

Background. This study aimed to enhance early detection of endometrial cancer in women and distinguish benign conditions from endometrial cancer using surface-enhanced Raman scattering (SERS) analysis of blood plasma, thus increasing diagnostic efficacy. Materials and methods. The study of blood plasma from 95 female patients aged 22–79 years was performed. The patients were divided into four groups: group 1 included 29 women with endometrial adenocarcinoma, group 2 included 31 patients with endometrial polyp, group 3 included 10 women with endometrial hyperplasia, and the comparison group consisted of 25 healthy women. Blood plasma was analyzed via SERS, with three Raman spectra recorded per sample. Spectral measurements of the SERS substrate were assessed using dried samples on an experimental bench equipped with the spectrometric system RL785 (LLC “Foton-Bio”, Russia), incorporating a CCD detector, laser radiation source with a wavelength of 785 nm, and ADF U300 microscope (ADF, China). A silver substrate composed of dried silver colloid was used to demonstrate the enhancement effect on the Raman signal from the surface of the blood plasma. Results. Spectral and specific features that distinguish adenocarcinoma, polyps, and endometrial hyperplasia were identified and evaluated. Spectral and quantitative differences specific to each condition, which are crucial for the differential diagnosis of pathologic tissues, were also identified. The accuracy rates of the optical diagnostics in distinguishing endometrial adenocarcinoma from the control group and endometrial hyperplasia were 87% and 85%, respectively, for the calibration and verification spectral sets (where the sensitivity and specificity were 66% and 92% for the spectral verification set, respectively). The accuracy rates of distinguishing control from endometrial hyperplasia and endometrial adenocarcinoma were 86% and 85%, respectively, and the accuracy of distinguishing endometrial hyperplasia from control and endometrial adenocarcinoma was 81% for the calibration and verification sets of spectra. In addition, the study demonstrated improved accuracy in differentiating adenocarcinoma from hyperplasia, including polyps. The accuracy rate was 93% in the calibration set of spectra, with sensitivity and specificity of 96% and 90%, whereas in the validation set, it was 91%, with sensitivity and specificity of 93% and 88%, respectively. Conclusions. The study demonstrated the potential use of SERS for differentiating expression patterns in endometrial cancer from those in benign conditions.
患良性和恶性子宫内膜疾病妇女的表面增强拉曼光谱研究
背景。本研究旨在通过对血浆进行表面增强拉曼散射(SERS)分析,加强对妇女子宫内膜癌的早期检测,并区分良性疾病和子宫内膜癌,从而提高诊断效率。材料和方法。对 95 名 22-79 岁女性患者的血浆进行了研究。患者分为四组:第一组包括 29 名子宫内膜腺癌患者,第二组包括 31 名子宫内膜息肉患者,第三组包括 10 名子宫内膜增生患者,对比组包括 25 名健康女性。血浆通过 SERS 进行分析,每个样本记录三个拉曼光谱。在配有光谱分析系统 RL785(LLC "Foton-Bio",俄罗斯)的实验台上使用干燥样品对 SERS 底物的光谱进行了评估,该系统包括一个 CCD 检测器、波长为 785 nm 的激光辐射源和 ADF U300 显微镜(ADF,中国)。为了证明血浆表面拉曼信号的增强效应,使用了由干燥的银胶体组成的银基底。结果确定并评估了区分腺癌、息肉和子宫内膜增生的光谱和特异性特征。此外,还确定了每种情况特有的光谱和定量差异,这对病理组织的鉴别诊断至关重要。对于校准和验证光谱集,光学诊断在区分子宫内膜腺癌和子宫内膜增生方面的准确率分别为 87% 和 85%(其中光谱验证集的灵敏度和特异度分别为 66% 和 92%)。校准和验证光谱集区分对照组与子宫内膜增生症和子宫内膜腺癌的准确率分别为 86% 和 85%,区分对照组与子宫内膜增生症和子宫内膜腺癌的准确率为 81%。此外,该研究还证明了区分腺癌和增生(包括息肉)的准确性有所提高。校准光谱集的准确率为 93%,灵敏度和特异性分别为 96% 和 90%,而验证光谱集的准确率为 91%,灵敏度和特异性分别为 93% 和 88%。结论这项研究证明了 SERS 在区分子宫内膜癌与良性疾病的表达模式方面的潜在用途。
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