Optical Bioimaging Laboratory, Department of Bioengineering, Faculty of Engineering, National University of Singapore, 9 Engineering Drive 1, Singapore 117576.
Analyst. 2013 Jul 21;138(14):4120-8. doi: 10.1039/c3an00526g. Epub 2013 Jun 3.
This study aims to evaluate the feasibility of applying high wavenumber (HW) confocal Raman spectroscopy for non-invasive assessment of menopause-related hormonal changes in the cervix as well as for determining the effect of Vagifem(®) treatment on postmenopausal women with atrophic cervix. A rapid HW confocal Raman spectroscopy system coupled with a ball lens fiber-optic Raman probe was utilized for in vivo cervical tissue Raman measurements at 785 nm excitation. A total of 164 in vivo HW Raman spectra (premenopausal (n = 104), postmenopausal-prevagifem (n = 34), postmenopausal-postvagifem (n = 26)) were measured from the normal cervix of 26 patients undergoing colposcopy. We established the biochemical basis of premenopausal, postmenopausal-prevagifem and postmenopausal-postvagifem cervix using semiquantitative biomolecular modeling derived from Raman-active biochemicals (i.e., lipids, proteins and water) that play a critical role in HW Raman spectral changes associated with the menopausal process. The diagnostic algorithms developed based on partial least squares-discriminant analysis (PLS-DA) together with leave-one patient-out, cross-validation yielded the diagnostic sensitivities of 88.5%, 91.2% and 88.5%, and specificities of 91.7%, 90.8% and 99.3%, respectively, for non-invasive in vivo discrimination among premenopausal, postmenopausal-prevagifem and postmenopausal-postvagifem cervix. This work demonstrates for the first time that HW confocal Raman spectroscopy in conjunction with biomolecular modeling can be a powerful diagnostic tool for identifying hormone/menopause-related variations in the native squamous epithelium of normal cervix, as well as for assessing the effect of Vagifem treatment on postmenopausal atrophic cervix in vivo during clinical colposcopic inspections.
本研究旨在评估高波数(HW)共焦拉曼光谱技术在非侵入性评估与绝经相关的宫颈激素变化中的可行性,以及评估 Vagifem(®)治疗对绝经后萎缩性宫颈的影响。我们使用快速 HW 共焦拉曼光谱系统和球透镜光纤拉曼探头,在 785nm 激发下对宫颈组织进行体内拉曼测量。共对 26 名接受阴道镜检查的患者的正常宫颈进行了 164 次体内 HW 拉曼光谱测量(绝经前(n=104)、绝经前-Vagifem(n=34)、绝经后-Vagifem(n=26))。我们利用源自对拉曼光谱变化起关键作用的生化物质(即脂质、蛋白质和水)的半定量生物分子建模方法,建立了绝经前、绝经前-Vagifem 和绝经后-Vagifem 宫颈的生化基础。基于偏最小二乘判别分析(PLS-DA)和留一患者交叉验证建立的诊断算法得出了对绝经前、绝经前-Vagifem 和绝经后-Vagifem 宫颈进行非侵入性体内区分的诊断灵敏度分别为 88.5%、91.2%和 88.5%,特异性分别为 91.7%、90.8%和 99.3%。本研究首次表明,HW 共焦拉曼光谱结合生物分子建模可以成为一种强大的诊断工具,用于识别正常宫颈固有鳞状上皮中的激素/绝经相关变化,以及评估 Vagifem 治疗对绝经后萎缩性宫颈的体内影响。