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Raman spectroscopy and cytopathology of oral exfoliated cells for oral cancer diagnosis

机译:口腔脱落细胞的拉曼光谱和细胞病理学诊断口腔癌

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摘要

For oral cancers, screening and monitoring of high-risk populations can aid in early diagnosis and improve overall outcomes. Of the new methods, approaches based on exfoliative cytology are more practical for mass screening and monitoring of high-risk populations. Raman spectroscopy and exfoliative cytology for cervical cancers have shown promise in differentiating normal and abnormal samples. In this study, the feasibility of Raman oral exfoliative cytology along with cytopathology for oral cancer diagnosis was evaluated in 70 specimens. Exfoliated cells were obtained from 15 healthy volunteers (HV), 15 healthy tobacco users (HT), and 20 contralateral or disease control (DC) and 20 tumor (T) sites of same oral-cancer patients. Pap staining was carried out post Raman spectral acquisition. Spectral findings demonstrate that with increase in severity of pathology from HV to T, higher DNA and changes in secondary structure of proteins were encountered. Owing to heterogeneity in cellular samples, two different approaches a€“ point-spectra and patient-wise a€“ were evaluated for data analysis. PCA and PC-LDA using both approaches indicate that HV and HT are distinct from cancer groups DC and T. Misclassifications were also observed between HT and DC. These findings also correlate with cytopathological findings. Fewer misclassifications and higher classification efficiency were observed for the patient-wise approach. A large-scale validation study needs to be undertaken for evaluating the utility of Raman oral exfoliative cytology for screening of oral cancers using the patient-wise approach.
机译:对于口腔癌,筛查和监测高危人群可以帮助早期诊断并改善总体疗效。在新方法中,基于脱落细胞学的方法对于大规模筛查和监测高危人群更为实用。宫颈癌的拉曼光谱和脱落细胞学检查已显示出区分正常和异常样品的希望。在这项研究中,评估了70个标本中拉曼口腔脱落细胞学以及细胞病理学诊断口腔癌的可行性。脱落的细胞来自同一口腔癌患者的15位健康志愿者(HV),15位健康烟草使用者(HT)以及20个对侧或疾病控制(DC)和20个肿瘤(T)部位。在拉曼光谱采集后进行巴氏染色。光谱结果表明,随着从HV到T的病理学严重程度的增加,遇到了更高的DNA和蛋白质二级结构的变化。由于细胞样品的异质性,评估了两种不同的方法“点谱法”和“按患者情况”法进行数据分析。使用这两种方法的PCA和PC-LDA均表明HV和HT与DC和T癌症组不同。在HT和DC之间也观察到错误分类。这些发现还与细胞病理学发现相关。对于患者而言,错误分类较少,分类效率更高。需要进行大规模的验证研究,以评估拉曼口腔脱落细胞学在使用患者明智方法筛查口腔癌中的实用性。

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