Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, Missouri 63130, USA.
Cancer Res. 2012 Jun 1;72(11):2738-45. doi: 10.1158/0008-5472.CAN-11-4027. Epub 2012 Apr 5.
Early detection and treatment of skin cancer can significantly improve patient outcome. However, present standards for diagnosis require biopsy and histopathologic examinations that are relatively invasive, expensive, and difficult for patients with many early-stage lesions. Here, we show an oblique incidence diffuse reflectance spectroscopic (OIDRS) system that can be used for rapid skin cancer detection in vivo. This system was tested under clinical conditions by obtaining spectra from pigmented and nonpigmented skin lesions, including melanomas, differently staged dysplastic nevi, and common nevi that were validated by standard pathohistologic criteria. For diagnosis of pigmented melanoma, the data obtained achieved 90% sensitivity and specificity for a blinded test set. In a second analysis, we showed that this spectroscopy system can also differentiate nonpigmented basal cell or squamous cell carcinomas from noncancerous skin abnormalities, such as actinic keratoses and seborrheic keratoses, achieving 92% sensitivity and specificity. Taken together, our findings establish how OIDRS can be used to more rapidly and easily diagnose skin cancer in an accurate and automated manner in the clinic.
早期发现和治疗皮肤癌可以显著改善患者的预后。然而,目前的诊断标准需要进行活检和组织病理学检查,这些检查具有一定的侵袭性,费用较高,并且对于许多早期病变的患者来说较为困难。在这里,我们展示了一种斜入射漫反射光谱(OIDRS)系统,该系统可用于体内皮肤癌的快速检测。该系统在临床条件下进行了测试,通过从色素性和非色素性皮肤病变(包括黑素瘤、不同阶段的发育不良痣和常见痣)中获得光谱,并用标准的组织病理学标准进行了验证。对于色素性黑素瘤的诊断,盲法测试集获得的数据达到了 90%的灵敏度和特异性。在第二项分析中,我们表明该光谱系统还可以将非色素性基底细胞或鳞状细胞癌与非癌性皮肤异常(如光化性角化病和脂溢性角化病)区分开来,达到 92%的灵敏度和特异性。总之,我们的研究结果表明,OIDRS 可以用于更快速、更轻松地以准确和自动的方式在临床环境中诊断皮肤癌。