Non-invasive characterization of melanoma depth at single-cell resolution.

IF 8
Juan Aguirre, Christine Gasteiger, Benedikt Hindelang, Markus Seeger, Andrei Bereznhoi, Ina Weidenfeld, Ulf Darsow, Andre C Stiel, Susanne Annette Steimle-Grauer, Christian Posch, Tilo Biedermann, Vasilis Ntziachristos
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Abstract

Background: Efficient staging and management of cutaneous melanoma, one of today's deadliest skin cancers, requires non-invasive determination of tumour depth (Breslow depth). However, current imaging technologies lack the necessary contrast or penetration to measure Breslow depth.

Objectives: To determine if raster-scanning optoacoustic mesoscopy (RSOM) can fill this gap in dermatology.

Methods: We used phantoms to optimize RSOM for melanoma imaging and demonstrated its capability to image melanocytes at single-cell resolution in deep tissue. We then compared RSOM's ability to measure Breslow depth against the clinical standard in a pilot study. For the phantoms studies, we compared the ability of an optimized RSOM system to measure the concentration and diameter of single melanoma cells against gold-standard microscopy methods. For the pilot clinical study, we used linear regression to compare RSOM's Breslow depth against the clinical standard, obtaining the goodness of fit (R2) and the p-value. For the pilot clinical study, we imaged nine lesions: 7 superficially spreading melanomas, 1 benign dysplastic nevus and 1 blue nevus. The average age of the patients was 56.2 ± 12.5 years. We also imaged 10 non-lesional skin areas from healthy volunteers.

Results: By utilizing ultra-wideband frequency detection and optimized illumination wavelength, we show that RSOM achieves non-invasive imaging of melanoma at the resolution of single melanocytes, penetrating more than 3 mm into the skin. The agreement between RSOM and the standard-of-care histological assessment was R2 = 0.886 (p = 0.0002) for Breslow depth determination.

Conclusions: RSOM provides non-invasive imaging performance that correlates with the Breslow depth determination. Further work is needed to confirm these findings and to test RSOM against other non-invasive methods.

单细胞分辨率下黑色素瘤深度的非侵入性表征。
背景:皮肤黑色素瘤是当今最致命的皮肤癌之一,有效的分期和管理需要非侵入性的肿瘤深度测定(Breslow深度)。然而,目前的成像技术缺乏必要的对比度或穿透来测量布雷斯洛深度。目的:探讨光栅扫描光声介面镜(RSOM)能否填补这一空白。方法:我们使用幻影优化RSOM用于黑色素瘤成像,并证明了其在深层组织中单细胞分辨率下对黑色素细胞成像的能力。然后,我们将RSOM测量Breslow深度的能力与临床标准进行了比较。对于幻影研究,我们比较了优化的RSOM系统与金标准显微镜方法测量单个黑色素瘤细胞浓度和直径的能力。在初步临床研究中,我们使用线性回归将RSOM的Breslow深度与临床标准进行比较,得到拟合优度(R2)和p值。在初步临床研究中,我们对9个病变进行了成像:7个表面扩散的黑色素瘤,1个良性发育不良痣和1个蓝色痣。患者平均年龄56.2±12.5岁。我们还对健康志愿者的10个非病变皮肤区域进行了成像。结果:通过利用超宽带频率检测和优化的照明波长,我们发现RSOM在单个黑素细胞的分辨率下实现了黑素瘤的无创成像,穿透皮肤超过3mm。RSOM与标准护理组织学评估在Breslow深度测定上的一致性为R2 = 0.886 (p = 0.0002)。结论:RSOM提供了与Breslow深度测定相关的无创成像性能。需要进一步的工作来证实这些发现,并将RSOM与其他非侵入性方法进行比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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