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致癌性人乳头瘤病毒感染的宫颈细胞学脱落物的光谱表型可根据年龄区分女性。

A spectral phenotype of oncogenic human papillomavirus-infected exfoliative cervical cytology distinguishes women based on age.

机构信息

Centre for Biophotonics, Lancaster Environment Centre, Lancaster University, Lancaster LA1 4YQ, UK.

出版信息

Clin Chim Acta. 2010 Aug 5;411(15-16):1027-33. doi: 10.1016/j.cca.2010.03.029. Epub 2010 Mar 30.

Abstract

BACKGROUND

Human papillomavirus (HPV) is a sexually-transmitted infection associated with cervical cancer. Of over 100 HPV types identified, 13 are high-risk oncogenic. In unvaccinated women worldwide, the incidence of cervical cancer from HPV16 and HPV18 will remain. Cervical cytology can be graded from normal (atypia-free) to low-grade to high-grade. Infrared (IR) spectroscopy is a non-destructive technique that allows the acquisition of a biochemical-cell fingerprint based on vibrational states of chemical bonds.

METHODS

Exfoliative cervical cytology specimens (n=147) were retrieved, graded by a cytologist and HPV-tested/genotyped using hybrid capture 2 and the Roche HPV Linear Array. Additionally, the spectral signatures of cervical cell lines C33A, HeLa and SiHa were examined. After washing, cellular material was transferred to low-E glass slides and interrogated using attenuated total reflection Fourier-transform IR (ATR-FTIR) spectroscopy. Given the complex nature of the dataset consisting of thousands of variables (wavenumbers), we used multivariate analysis for data reduction and information retrieval. Principal component analysis coupled with linear discriminant analysis (PCA-LDA) generated a visual representation of the data (scores plot) and, identification of the wavenumbers and consequent biochemical entities responsible for segregation (loadings plot).

RESULTS

Immortalised cell lines were readily distinguishable from each other. It was difficult to segregate categories of cytology associated with HPV infection types. However, in low-grade cytology infected with high-risk oncogenic HPV16 or HPV18, it was possible to segregate women based on whether they were aged 20-29years vs. 30-39years.

CONCLUSIONS

Our findings suggest a spectral phenotype in exfoliative cervical cytology associated with transient vs. persistent HPV infection.

摘要

背景

人乳头瘤病毒(HPV)是一种与宫颈癌相关的性传播感染。在已确定的超过 100 种 HPV 类型中,有 13 种是高危致癌性的。在全球未接种疫苗的女性中,HPV16 和 HPV18 引起的宫颈癌发病率仍将持续。宫颈细胞学检查可分为正常(无异型)、低级别和高级别。红外(IR)光谱是一种非破坏性技术,它允许根据化学键的振动状态获取生化细胞指纹。

方法

检索了 147 例脱落的宫颈细胞学标本,由细胞学专家进行分级,并使用杂交捕获 2 和罗氏 HPV 线性阵列进行 HPV 检测/基因分型。此外,还检查了宫颈细胞系 C33A、HeLa 和 SiHa 的光谱特征。洗涤后,将细胞材料转移到低发射率玻璃载玻片上,并使用衰减全反射傅里叶变换红外(ATR-FTIR)光谱进行检测。由于数据集包含数千个变量(波数),因此我们使用多元分析进行数据简化和信息检索。主成分分析与线性判别分析(PCA-LDA)生成数据的可视化表示(得分图),并确定负责分离的波数和随之而来的生化实体(载荷图)。

结果

永生化细胞系彼此之间很容易区分。很难将与 HPV 感染类型相关的细胞学类别分开。然而,在感染高危致癌性 HPV16 或 HPV18 的低级别细胞学中,可以根据女性年龄在 20-29 岁与 30-39 岁之间,对其进行区分。

结论

我们的研究结果表明,在脱落的宫颈细胞学中存在与瞬时性和持续性 HPV 感染相关的光谱表型。

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