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
{"title":"Non-invasive characterization of melanoma depth at single-cell resolution.","authors":"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","doi":"10.1111/jdv.20811","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Objectives: </strong>To determine if raster-scanning optoacoustic mesoscopy (RSOM) can fill this gap in dermatology.</p><p><strong>Methods: </strong>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 (R<sup>2</sup>) 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.</p><p><strong>Results: </strong>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 R<sup>2</sup> = 0.886 (p = 0.0002) for Breslow depth determination.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":520696,"journal":{"name":"Journal of the European Academy of Dermatology and Venereology : JEADV","volume":" ","pages":""},"PeriodicalIF":8.0000,"publicationDate":"2025-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of the European Academy of Dermatology and Venereology : JEADV","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1111/jdv.20811","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
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.