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Kandolf L, Peris K, Malvehy J, Mosterd K, Heppt MV, Fargnoli MC, Berking C, Arenberger P, Bylaite-Bučinskiene M, Del Marmol V, Dirschka T, Dreno B, Forsea AM, Harwood CA, Hauschild A, Heerfordt IM, Kauffman R, Kelleners-Smeets N, Lallas A, Lebbe C, Leiter U, Longo C, Mijušković Ž, Pellacani G, Puig S, Saiag P, Šitum M, Stockfleth E, Salavastru C, Stratigos A, Zalaudek I, Garbe C. European consensus-based interdisciplinary guideline for diagnosis, treatment and prevention of actinic keratoses, epithelial UV-induced dysplasia and field cancerization on behalf of European Association of Dermato-Oncology, European Dermatology Forum, European Academy of Dermatology and Venereology and Union of Medical Specialists (Union Européenne des Médecins Spécialistes). J Eur Acad Dermatol Venereol 2024; 38:1024-1047. [PMID: 38451047 DOI: 10.1111/jdv.19897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 01/23/2024] [Indexed: 03/08/2024]
Abstract
A collaboration of multidisciplinary experts from the European Association of Dermato-Oncology, the European Dermatology Forum, the European Academy of Dermatology and Venereology, and the European Union of Medical Specialists was formed to develop European recommendations on AK diagnosis and treatment, based on current literature and expert consensus. This guideline addresses the epidemiology, diagnostics, risk stratification and treatments in immunocompetent as well as immunosuppressed patients. Actinic keratoses (AK) are potential precursors of cutaneous squamous cell carcinoma (cSCC) and display typical histopathologic and immunohistochemical features of this malignancy in an early stage. They can develop into cSSC in situ and become invasive in a low percentage of cases. AK is the most frequent neoplasia in white populations, frequently occurring within a cancerous field induced by ultraviolet radiation. Since it cannot be predicted, which lesion will progress to cSCC and when treatment is usually recommended. The diagnosis of AK and field cancerization is made by clinical examination. Dermatoscopy, confocal microscopy, optical coherence tomography or line-field confocal-OCT can help in the differential diagnosis of AK and other skin neoplasms. A biopsy is indicated in clinically and/or dermatoscopically suspicious and/or treatment-refractory lesions. The choice of treatment depends on patients' and lesion characteristics. For single non-hyperkeratotic lesions, the treatment can be started upon patient's request with destructive treatments or topical treatments. For multiple lesions, field cancerization treatment is advised with topical treatments and photodynamic therapy. Preventive measures such as sun protection, self-examination and repeated field cancerization treatments of previously affected skin areas in high-risk patients are advised.
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Affiliation(s)
- Lidija Kandolf
- Department of Dermatology, Faculty of Medicine, University of Defence, Military Medical Academy, Belgrade, Serbia
| | - Ketty Peris
- UOC di Dermatologia, Dipartimento di Scienze Mediche e Chirurgiche Addominali ed Endrocrino Metaboliche, Fondazione Policlinico Universitario A. Gemelli - IRCCS, Rome, Italy
- Dermatologia, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Josep Malvehy
- Dermatology Department of Hospital Clinic of Barcelona, IDIBAPS, CIBER de Enfermedades Raras, Instituto Carlos III, University of Barcelona, Barcelona, Spain
| | - Klara Mosterd
- Department of Dermatology, Maastricht University Medical Centre+ Comprehensive Cancer Centre, Maastricht, The Netherlands
- GROW-School for Oncology and Reproduction, Maastricht University, Maastricht, The Netherlands
| | - Markus V Heppt
- Department of Dermatology, Uniklinikum Erlangen, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nuremberg (CC ER-EMN), Erlangen, Germany
| | - Maria Concetta Fargnoli
- Dermatology, Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
| | - Carola Berking
- Department of Dermatology, Uniklinikum Erlangen, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nuremberg (CC ER-EMN), Erlangen, Germany
| | - Petr Arenberger
- Department of Dermatovenereology, Third Faculty of Medicine, Charles University and University Hospital of Kralovske Vinohrady, Prague, Czech Republic
| | - Matilda Bylaite-Bučinskiene
- Clinic of Infectious Diseases and Dermatovenereology, Centre of Dermatovenereology, Vilnius University, Vilnius, Lithuania
| | - Veronique Del Marmol
- Department of Dermatology, University Hospital Erasme, Université Libre de Bruxelles, Brussels, Belgium
| | - Thomas Dirschka
- Faculty of Health, University Witten-Herdecke, Witten, Germany
- CentroDerm Clinic, Wuppertal, Germany
| | - Brigitte Dreno
- Nantes Université, INSERM, CNRS, Immunology and New Concepts in ImmunoTherapy, INCIT, UMR 1302/EMR6001, Nantes, France
| | - Ana-Maria Forsea
- Department of Oncologic Dermatology, Elias University Hospital Bucharest, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
| | - Catherine A Harwood
- Centre for Cell Biology and Cutaneous Research, Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Axel Hauschild
- Department of Dermatology, University Hospital (UKSH), Kiel, Germany
| | - Ida Marie Heerfordt
- Department of Dermatology, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Roland Kauffman
- Department of Dermatology, Venereology and Allergology, Frankfurt University Hospital, Frankfurt, Germany
| | - Nicole Kelleners-Smeets
- Department of Dermatology, Maastricht University Medical Centre+ Comprehensive Cancer Centre, Maastricht, The Netherlands
- GROW-School for Oncology and Reproduction, Maastricht University, Maastricht, The Netherlands
| | - Aimilios Lallas
- First Department of Dermatology, Aristotle University, Thessaloniki, Greece
| | - Celeste Lebbe
- Université Paris Cite, AP-HP Dermato-oncology, Cancer institute APHP, Nord Paris cité, INSERM U976, Saint Louis Hospital, Paris, France
| | - Ulrike Leiter
- Centre for Dermatooncology, Department of Dermatology, Eberhard Karls University, Tuebingen, Germany
| | - Caterina Longo
- Skin Cancer Center, Azienda Unità Sanitaria Locale - IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Željko Mijušković
- Department of Dermatology, Faculty of Medicine, University of Defence, Military Medical Academy, Belgrade, Serbia
| | - Giovanni Pellacani
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
| | - Susana Puig
- Dermatology Department of Hospital Clinic of Barcelona, IDIBAPS, CIBER de Enfermedades Raras, Instituto Carlos III, University of Barcelona, Barcelona, Spain
| | - Philippe Saiag
- Department of General and Oncologic Dermatology, Ambroise Paré Hospital, APHP, & EA 4340 "Biomarkers in Cancerology and Hemato-Oncology", UVSQ, Université Paris-Saclay, Boulogne-Billancourt, France
| | - Mirna Šitum
- Department of Dermatology and Venereology, Sestre Milosrdnice University Hospital Center, Zagreb, Croatia
| | - Eggert Stockfleth
- Skin Cancer Center, Department of Dermatology, Ruhr-University Bochum, Bochum, Germany
| | - Carmen Salavastru
- Department of Pediatric Dermatology, Colentina Clinical Hospital, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
| | - Alexander Stratigos
- 1st Department of Dermatology-Venereology, National and Kapodistrian University of Athens, Andreas Sygros Hospital, Athens, Greece
| | - Iris Zalaudek
- Dermatology Clinic, Maggiore Hospital, Department of Medical Sciences, University of Trieste, Trieste, Italy
| | - Claus Garbe
- Centre for Dermatooncology, Department of Dermatology, Eberhard Karls University, Tuebingen, Germany
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2
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Thamm JR, Welzel J, Schuh S. Diagnosis and therapy of actinic keratosis. J Dtsch Dermatol Ges 2024; 22:675-690. [PMID: 38456369 DOI: 10.1111/ddg.15288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 09/28/2023] [Indexed: 03/09/2024]
Abstract
Actinic keratosis (AK) is considered a chronic and recurring in situ skin neoplasia, with a possible transformation into invasive squamous cell carcinoma (SCC). Among others, predominant risk factors for development of AK are UV-light exposure and immunosuppression. Basal epidermal keratinocyte atypia (AK I) and proliferation (PRO score) seem to drive malignant transformation, rather than clinical appearance of AK (Olsen I-III). Due to the invasiveness of punch biopsy, those histological criteria are not regularly assessed. Non-invasive imaging techniques, such as optical coherence tomography (OCT), reflectance confocal microscopy (RCM) and line-field confocal OCT (LC-OCT) are helpful to distinguish complex cases of AK, Bowen's disease, and SCC. Moreover, LC-OCT can visualize the epidermis and the papillary dermis at cellular resolution, allowing real-time PRO score assessment. The decision-making for implementation of therapy is still based on clinical risk factors, ranging from lesion- to field-targeted and ablative to non-ablative regimens, but in approximately 85% of the cases a recurrence of AK can be observed after a 1-year follow-up. The possible beneficial use of imaging techniques for a non-invasive follow-up of AK to detect recurrence or invasive progression early on should be subject to critical evaluation in further studies.
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Affiliation(s)
- Janis Raphael Thamm
- Department of Dermatology and Allergology, University Hospital Augsburg, Augsburg, Germany
| | - Julia Welzel
- Department of Dermatology and Allergology, University Hospital Augsburg, Augsburg, Germany
| | - Sandra Schuh
- Department of Dermatology and Allergology, University Hospital Augsburg, Augsburg, Germany
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3
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Thamm JR, Welzel J, Schuh S. Diagnose und Therapie aktinischer Keratosen. J Dtsch Dermatol Ges 2024; 22:675-691. [PMID: 38730534 DOI: 10.1111/ddg.15288_g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 09/28/2023] [Indexed: 05/13/2024]
Abstract
Actinic keratosis (AK) is considered a chronic and recurring in situ skin neoplasia, with a possible transformation into invasive squamous cell carcinoma (SCC). Among others, predominant risk factors for development of AK are UV-light exposure and immunosuppression. Basal epidermal keratinocyte atypia (AK I) and proliferation (PRO Score) seem to drive malignant turnover, rather than clinical appearance of AK (Olsen I-III). Due to the invasiveness of punch biopsy, those histological criteria are not regularly assessed. Non-invasive imaging techniques, such as optical coherence tomography (OCT), reflectance confocal microscopy (RCM) and line-field confocal OCT (LC-OCT) are helpful to distinguish complex cases of AK, Bowen's disease and SCC. Moreover, LC-OCT can visualize the epidermis and the papillary dermis at cellular resolution, allowing real-time PRO Score assessment. The decision-making for implementation of therapy is still based on clinical risk factors, ranging from lesion- to field-targeted and ablative to non-ablative regimes, but in approximately 85% of the cases a recurrence of AK can be observed after a 1-year follow-up. The possible beneficial use of imaging techniques for a non-invasive follow-up of AK to detect recurrence or invasive progression early on should be subject to critical evaluation in further studies.
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Affiliation(s)
| | - Julia Welzel
- Klinik für Dermatologie und Allergologie, Universitätsklinikum Augsburg
| | - Sandra Schuh
- Klinik für Dermatologie und Allergologie, Universitätsklinikum Augsburg
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Danescu S, Negrutiu M, Focsan M, Baican A. An overview of cutaneous squamous cell carcinoma imaging diagnosis methods. Front Med (Lausanne) 2024; 11:1388835. [PMID: 38737758 PMCID: PMC11084285 DOI: 10.3389/fmed.2024.1388835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 04/16/2024] [Indexed: 05/14/2024] Open
Abstract
Cutaneous squamous cell carcinoma, a type of non-melanoma skin cancer, is a form of keratinocyte carcinoma that stands as one of the most prevalent cancers, exhibiting a rising frequency. This review provides an overview of the latest literature on imaging methods for diagnosing squamous cell carcinoma (SCC) and actinic keratosis (AK). It discusses the diagnostic criteria, advantages, and disadvantages of various techniques such as dermatoscopy, skin ultrasound (US), in vivo and ex-vivo reflectance confocal microscopy (RCM), and line-field confocal optical coherence tomography (LC-OCT). These methods offer benefits including non-invasiveness, rapidity, comprehensive lesion imaging, and enhanced sensitivity, but face challenges like high costs and the need for specialized expertise. Despite obstacles, the use of these innovative techniques is expected to increase with ongoing technological advancements, improving diagnosis and treatment planning for keratinocyte carcinomas. Standardizing LC-OCT imaging algorithms for AK, Bowen's disease, and SCC remains an area for further research.
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Affiliation(s)
- Sorina Danescu
- Department of Dermatology, "Iuliu Hatieganu" University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - Mircea Negrutiu
- Department of Dermatology, "Iuliu Hatieganu" University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - Monica Focsan
- Nanobiophotonics and Laser Microspectroscopy Center, Interdisciplinary Research Institute on Bio-Nano-Sciences, Babes-Bolyai University, Cluj-Napoca, Romania
- Biomolecular Physics Department, Faculty of Physics, Babes-Bolyai University, Cluj-Napoca, Romania
| | - Adrian Baican
- Department of Dermatology, "Iuliu Hatieganu" University of Medicine and Pharmacy, Cluj-Napoca, Romania
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Jacobsen K, Ortner VK, Wenande E, Sahu A, Paasch U, Haedersdal M. Line-field confocal optical coherence tomography in dermato-oncology: A literature review towards harmonized histopathology-integrated terminology. Exp Dermatol 2024; 33:e15057. [PMID: 38623958 DOI: 10.1111/exd.15057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 02/28/2024] [Accepted: 03/03/2024] [Indexed: 04/17/2024]
Abstract
Non-invasive diagnostics like line-field confocal optical coherence tomography (LC-OCT) are being implemented in dermato-oncology. However, unification of terminology in LC-OCT is lacking. By reviewing the LC-OCT literature in the field of dermato-oncology, this study aimed to develop a unified terminological glossary integrated with traditional histopathology. A PRISMA-guided literature-search was conducted for English-language publications on LC-OCT of actinic keratosis (AK), keratinocyte carcinoma (KC), and malignant melanoma (MM). Study characteristics and terminology were compiled. To harmonize LC-OCT terminology and integrate with histopathology, synonymous terms for image features of AK, KC, and MM were merged by two authors, organized by skin layer and lesion-type. A subset of key LC-OCT image-markers with histopathological correlates that in combination were typical of AK, squamous cell carcinoma in situ (SCCis), invasive squamous cell carcinoma (SCC), basal cell carcinoma (BCC), and MM in traditional histopathology, were selected from the glossary by an experienced dermatopathologist. Seventeen observational studies of AK (7 studies), KC (13 studies), MM (7 studies) utilizing LC-OCT were included, with 117 terms describing either AK, KC, or MM. These were merged to produce 45 merged-terms (61.5% reduction); 5 assigned to the stratum corneum (SC), 23 to the viable epidermis, 2 to dermo-epidermal junction (DEJ) and 15 to the dermis. For each lesion, mandatory key image-markers were a well-defined DEJ and presence of mild/moderate but not severe epidermal dysplasia for AK, severe epidermal dysplasia and well-defined DEJ for SCCis, interrupted DEJ and/or dermal broad infiltrative strands for invasive SCC, dermal lobules connected and/or unconnected to the epidermis for BCC, as well as single atypical melanocytes and/or nest of atypical melanocytes in the epidermis or dermis for MM. This review compiles evidence on LC-OCT in dermato-oncology, providing a harmonized histopathology-integrated terminology and key image-markers for each lesion. Further evaluation is required to determine the clinical value of these findings.
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Affiliation(s)
- Kevin Jacobsen
- Department of Dermatology, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Vinzent Kevin Ortner
- Department of Dermatology, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Emily Wenande
- Department of Dermatology, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Aditi Sahu
- Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | | | - Merete Haedersdal
- Department of Dermatology, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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6
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Olesen UH, Foged C, Jacobsen K, Ortner VK, Fredman G, Paasch U, Haedersdal M. Line-field confocal optical coherence tomography for in vivo visualization of morphological characteristics of squamous cell carcinoma in a murine model. Lasers Surg Med 2024; 56:14-18. [PMID: 38129971 DOI: 10.1002/lsm.23750] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 12/05/2023] [Accepted: 12/07/2023] [Indexed: 12/23/2023]
Abstract
OBJECTIVES Non-invasive imaging with line-field confocal optical coherence tomography (LC-OCT) can support the diagnosis of squamous cell carcinoma (SCC) through visualization of morphological characteristics specific to skin cancer. We aimed to visualize prominent morphological characteristics of SCC using LC-OCT in a well-established murine SCC model. MATERIALS AND METHODS Nine hairless mice were exposed to ultraviolet radiation three times weekly for 9 months to induce SCC development. Visible SCC tumors (n = 9) were imaged with LC-OCT and the presence of 10 well-described morphological characteristics of SCC were evaluated in the scans by two physicians with adjudication by a third. RESULTS Overall, murine morphological characteristics resembled corresponding features previously reported in human SCCs. Interrupted dermal-epidermal junction occurred in 100% of tumors. In epidermis, the most frequently observed characteristics were severe epidermal dysplasia (100%) and tumor budding (89%). Common dermal characteristics included broad strands (100%) and collagen alterations (78%). CONCLUSION LC-OCT imaging can be used to non-invasively visualize morphological characteristics specific to SCC in an in vivo preclinical model.
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Affiliation(s)
- Uffe H Olesen
- Department of Dermatology, Copenhagen University Hospital Bispebjerg, Copenhagen, Denmark
| | - Camilla Foged
- Department of Dermatology, Copenhagen University Hospital Bispebjerg, Copenhagen, Denmark
| | - Kevin Jacobsen
- Department of Dermatology, Copenhagen University Hospital Bispebjerg, Copenhagen, Denmark
| | - Vinzent K Ortner
- Department of Dermatology, Copenhagen University Hospital Bispebjerg, Copenhagen, Denmark
| | - Gabriella Fredman
- Department of Dermatology, Copenhagen University Hospital Bispebjerg, Copenhagen, Denmark
| | - Uwe Paasch
- Department of Dermatology, Venereology and Allergy, University of Leipzig, Leipzig, Germany
| | - Merete Haedersdal
- Department of Dermatology, Copenhagen University Hospital Bispebjerg, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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Latriglia F, Ogien J, Tavernier C, Fischman S, Suppa M, Perrot JL, Dubois A. Line-Field Confocal Optical Coherence Tomography (LC-OCT) for Skin Imaging in Dermatology. Life (Basel) 2023; 13:2268. [PMID: 38137869 PMCID: PMC10744435 DOI: 10.3390/life13122268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 11/09/2023] [Accepted: 11/20/2023] [Indexed: 12/24/2023] Open
Abstract
Line-field confocal optical coherence tomography (LC-OCT) is a non-invasive optical imaging technique based on a combination of the principles of optical coherence tomography and reflectance confocal microscopy with line-field illumination, which can generate cell-resolved images of the skin in vivo. This article reports on the LC-OCT technique and its application in dermatology. The principle of the technique is described, and the latest technological innovations are presented. The technology has been miniaturized to fit within an ergonomic handheld probe, allowing for the easy access of any skin area on the body. The performance of the LC-OCT device in terms of resolution, field of view, and acquisition speed is reported. The use of LC-OCT in dermatology for the non-invasive detection, characterization, and therapeutic follow-up of various skin pathologies is discussed. Benign and malignant melanocytic lesions, non-melanocytic skin tumors, such as basal cell carcinoma, squamous cell carcinoma and actinic keratosis, and inflammatory and infectious skin conditions are considered. Dedicated deep learning algorithms have been developed for assisting in the analysis of LC-OCT images of skin lesions.
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Affiliation(s)
- Flora Latriglia
- DAMAE Medical, 75013 Paris, France
- Laboratoire Charles Fabry, Centre National de la Recherche Scientifique, Institut d’Optique Graduate School, Université Paris-Saclay, 91127 Palaiseau, France
| | | | | | | | - Mariano Suppa
- Department of Dermatology, Erasme Hospital, Université Libre de Bruxelles (ULB), 1070 Anderlecht, Belgium
- Department of Dermatology, Jules Bordet Institute, Université Libre de Bruxelles (ULB), 1070 Anderlecht, Belgium
- Groupe d’Imagerie Cutanée Non Invasive (GICNI) of the Société Française de Dermatologie (SFD), 75008 Paris, France;
| | - Jean-Luc Perrot
- Groupe d’Imagerie Cutanée Non Invasive (GICNI) of the Société Française de Dermatologie (SFD), 75008 Paris, France;
- University Hospital of Saint-Etienne, 42100 Saint-Etienne, France
| | - Arnaud Dubois
- DAMAE Medical, 75013 Paris, France
- Laboratoire Charles Fabry, Centre National de la Recherche Scientifique, Institut d’Optique Graduate School, Université Paris-Saclay, 91127 Palaiseau, France
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Thamm JR, Daxenberger F, Viel T, Gust C, Eijkenboom Q, French LE, Welzel J, Sattler EC, Schuh S. KI-basierte Bestimmung des PRO-Scores in aktinischen Keratosen anhand von LC-OCT-Bilddatensätzen: Artificial intelligence-based PRO score assessment in actinic keratoses from LC-OCT imaging using Convolutional Neural Networks. J Dtsch Dermatol Ges 2023; 21:1359-1368. [PMID: 37946638 DOI: 10.1111/ddg.15194_g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Accepted: 06/22/2023] [Indexed: 11/12/2023]
Abstract
ZusammenfassungHintergrundMit Hilfe des histologischen PRO‐Scores (I–III) kann das Risiko einer malignen Transformation aktinischer Keratosen (AK) abgeschätzt werden, indem er das Ausmaß der Undulation und basalen Proliferation der dermoepidermalen Junktionszone (DEJ) bewertet. Die konfokale Line‐Field optische Kohärenztomographie (LC‐OCT) ermöglicht eine nichtinvasive Bestimmung des PRO‐Scores in Echtzeit. Anhand von LC‐OCT‐Bilddatensätzen kann eine künstliche Intelligenz (KI) mit Hilfe von Convolutional Neural Networks (CNN) zur automatischen Quantifizierung des PRO‐Scores von AK in vivo trainiert werden.Patienten und MethodikConvolutional Neural Networks wurden trainiert, um LC‐OCT‐Bilder von gesunder Haut und von AK zu segmentieren. PRO‐Score‐Modelle wurden in Übereinstimmung mit dem histopathologischen Goldstandard entwickelt und an einer Teilmenge von 237 LC‐OCT‐AK‐Bildern trainiert und an 76 Bildern getestet, wobei der von der KI‐berechnete PRO‐Score mit dem visuellen Konsens der Bildgebungsexperten verglichen wurde.ErgebnisseEine signifikante Übereinstimmung wurde in 57/76 (75%) Fällen festgestellt. Die KI‐basierte Bewertung des PRO‐Scores korrelierte am besten mit dem visuellen Score für PRO II (84,8%) vs. PRO III (69,2%) vs. PRO I (66,6%). In 25% der Fälle kam es zu Fehlinterpretationen, die meist auf eine Verschattung der DEJ sowie störende Merkmale wie Haarfollikel zurückzuführen waren.SchlussfolgerungenDie Ergebnisse deuten darauf hin, dass CNN für die automatische Quantifizierung des PRO‐Scores in LC‐OCT‐Bilddatensätzen hilfreich sind. Dies könnte zur nichtinvasiven Bewertung des Proliferationsrisikos in der Diagnostik und Nachsorge von AK herangezogen werden.
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Affiliation(s)
- Janis R Thamm
- Abteilung für Dermatologie und Allergologie, Universitätsklinikum, Universität Augsburg, Augsburg, Deutschland
| | - Fabia Daxenberger
- Abteilung für Dermatologie und Allergologie, Universitätsklinikum, LMU München, München, Deutschland
| | - Théo Viel
- DAMAE Medical Paris, Paris, Frankreich
| | - Charlotte Gust
- Abteilung für Dermatologie und Allergologie, Universitätsklinikum, LMU München, München, Deutschland
| | - Quirine Eijkenboom
- Abteilung für Dermatologie und Allergologie, Universitätsklinikum, LMU München, München, Deutschland
| | - Lars E French
- Abteilung für Dermatologie und Allergologie, Universitätsklinikum, LMU München, München, Deutschland
| | - Julia Welzel
- Abteilung für Dermatologie und Allergologie, Universitätsklinikum, Universität Augsburg, Augsburg, Deutschland
| | - Elke C Sattler
- Abteilung für Dermatologie und Allergologie, Universitätsklinikum, LMU München, München, Deutschland
| | - Sandra Schuh
- Abteilung für Dermatologie und Allergologie, Universitätsklinikum, Universität Augsburg, Augsburg, Deutschland
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9
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Thamm JR, Daxenberger F, Viel T, Gust C, Eijkenboom Q, French LE, Welzel J, Sattler EC, Schuh S. Artificial intelligence-based PRO score assessment in actinic keratoses from LC-OCT imaging using Convolutional Neural Networks. J Dtsch Dermatol Ges 2023; 21:1359-1366. [PMID: 37707430 DOI: 10.1111/ddg.15194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Accepted: 06/22/2023] [Indexed: 09/15/2023]
Abstract
BACKGROUND AND OBJECTIVES The histological PRO score (I-III) helps to assess the malignant potential of actinic keratoses (AK) by grading the dermal-epidermal junction (DEJ) undulation. Line-field confocal optical coherence tomography (LC-OCT) provides non-invasive real-time PRO score quantification. From LC-OCT imaging data, training of an artificial intelligence (AI), using Convolutional Neural Networks (CNNs) for automated PRO score quantification of AK in vivo may be achieved. PATIENTS AND METHODS CNNs were trained to segment LC-OCT images of healthy skin and AK. PRO score models were developed in accordance with the histopathological gold standard and trained on a subset of 237 LC-OCT AK images and tested on 76 images, comparing AI-computed PRO score to the imaging experts' visual consensus. RESULTS Significant agreement was found in 57/76 (75%) cases. AI-automated grading correlated best with the visual score for PRO II (84.8%) vs. PRO III (69.2%) vs. PRO I (66.6%). Misinterpretation occurred in 25% of the cases mostly due to shadowing of the DEJ and disruptive features such as hair follicles. CONCLUSIONS The findings suggest that CNNs are helpful for automated PRO score quantification in LC-OCT images. This may provide the clinician with a feasible tool for PRO score assessment in the follow-up of AK.
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Affiliation(s)
- Janis R Thamm
- Department of Dermatology and Allergology, University Hospital, University of Augsburg, Augsburg, Germany
| | - Fabia Daxenberger
- Department of Dermatology and Allergology, University Hospital, LMU Munich, Munich, Germany
| | | | - Charlotte Gust
- Department of Dermatology and Allergology, University Hospital, LMU Munich, Munich, Germany
| | - Quirine Eijkenboom
- Department of Dermatology and Allergology, University Hospital, LMU Munich, Munich, Germany
| | - Lars E French
- Department of Dermatology and Allergology, University Hospital, LMU Munich, Munich, Germany
| | - Julia Welzel
- Department of Dermatology and Allergology, University Hospital, University of Augsburg, Augsburg, Germany
| | - Elke C Sattler
- Department of Dermatology and Allergology, University Hospital, LMU Munich, Munich, Germany
| | - Sandra Schuh
- Department of Dermatology and Allergology, University Hospital, University of Augsburg, Augsburg, Germany
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10
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Donelli C, Suppa M, Tognetti L, Perrot JL, Calabrese L, Pérez-Anker J, Malvehy J, Rubegni P, Cinotti E. Line-Field Confocal Optical Coherence Tomography for the Diagnosis of Skin Carcinomas: Real-Life Data over Three Years. Curr Oncol 2023; 30:8853-8864. [PMID: 37887539 PMCID: PMC10604937 DOI: 10.3390/curroncol30100639] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2023] [Revised: 09/21/2023] [Accepted: 09/26/2023] [Indexed: 10/28/2023] Open
Abstract
Line-field confocal optical coherence tomography (LC-OCT) can help the clinical diagnosis of skin diseases. The present study aimed to evaluate the sensitivity, specificity, and diagnostic accuracy of LC-OCT for the diagnosis of the most frequent non-melanoma skin cancers (NMSCs), i.e., basal cell carcinoma (BCC) and squamous cell carcinoma (SCC). Comparing LC-OCT diagnostic performances with those of dermoscopy, histopathological examination was used as a gold standard. For every study endpoint, the diagnostic ability of LC-OCT revealed superiority over the dermoscopic examination. In particular, a significant increase in specificity was observed. Sensitivity, specificity, and diagnostic accuracy of dermoscopy and LC-OCT for the diagnosis of malignancy were, respectively, 0.97 (CI 0.94-0.99), 0.43 (CI 0.36-0.51), and 0.77 (CI 0.72-0.81) for dermoscopy and 0.99 (CI 0.97-1.00), 0.90 (CI 0.84-0.94), and 0.96 (CI 0.93-0.97) for LC-OCT. The positive predictive value (PPV) resulted in 0.74 (CI 0.69-0.78) for dermoscopy and 0.94 (CI 0.91-0.97) for LC-OCT, and the negative predictive value (NPV) was 0.89 (CI 0.81-0.95) for dermoscopy and 0.98 (CI 0.95-1.00) for LC-OCT. Finally, our real-life study showed a potentially important role of LC-OCT in the non-invasive diagnosis of NMSCs, especially BCC. The real-time imaging technique could spare unnecessary biopsies with an increased sensitivity, a much higher specificity, and better accuracy than clinical assessment with dermoscopy alone.
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Affiliation(s)
- Carolina Donelli
- Department of Medical, Surgical and Neurological Sciences, Dermatology Section, University of Siena, 53100 Siena, Italy
| | - Mariano Suppa
- Groupe d'Imagerie Cutanée Non Invasive (GICNI), Société Française de Dermatologie (SFD), 75008 Paris, France
- Department of Dermatology, Hôpital Erasme, Université Libre de Bruxelles, 1050 Brussels, Belgium
| | - Linda Tognetti
- Department of Medical, Surgical and Neurological Sciences, Dermatology Section, University of Siena, 53100 Siena, Italy
| | - Jean Luc Perrot
- Groupe d'Imagerie Cutanée Non Invasive (GICNI), Société Française de Dermatologie (SFD), 75008 Paris, France
- Department of Dermatology, University Hospital of St-Etienne, 42270 Saint-Etienne, France
| | - Laura Calabrese
- Department of Medical, Surgical and Neurological Sciences, Dermatology Section, University of Siena, 53100 Siena, Italy
| | - Javiera Pérez-Anker
- Melanoma Unit, Dermatology Department, Hospital Clínic de Barcelona, IDIBAPS, Universitat de Barcelona, 08001 Barcelona, Spain
- CIBER de Enfermedades Raras, Instituto de Salud Carlos III, 08007 Barcelona, Spain
| | - Josep Malvehy
- Melanoma Unit, Dermatology Department, Hospital Clínic de Barcelona, IDIBAPS, Universitat de Barcelona, 08001 Barcelona, Spain
- CIBER de Enfermedades Raras, Instituto de Salud Carlos III, 08007 Barcelona, Spain
| | - Pietro Rubegni
- Department of Medical, Surgical and Neurological Sciences, Dermatology Section, University of Siena, 53100 Siena, Italy
| | - Elisa Cinotti
- Department of Medical, Surgical and Neurological Sciences, Dermatology Section, University of Siena, 53100 Siena, Italy
- Groupe d'Imagerie Cutanée Non Invasive (GICNI), Société Française de Dermatologie (SFD), 75008 Paris, France
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11
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Ogien J, Tavernier C, Fischman S, Dubois A. Line-field confocal optical coherence tomography (LC-OCT): principles and practical use. Ital J Dermatol Venerol 2023; 158:171-179. [PMID: 37278495 DOI: 10.23736/s2784-8671.23.07613-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Line-field confocal optical coherence tomography (LC-OCT) is a non-invasive optical imaging technique based on a combination of the optical principles of optical coherence tomography and reflectance confocal microscopy with line-field illumination, which can generate cell-resolved images of the skin, in vivo, in vertical section, horizontal section and in three dimensions. This article reviews the optical principles of LC-OCT, including low coherence interferometry, confocal filtering and line-field arrangement. The optical setup allowing for the acquisition of color images of the skin surface in parallel with LC-OCT images, without compromising LC-OCT performance, is also presented. Practical use of LC-OCT is demonstrated through an overview of the workflow of examining a patient using a commercial handheld LC-OCT probe (deepLive™, DAMAE Medical), from creating the patient record in the software, acquiring the images, to reviewing and interpreting the images. LC-OCT can generate a significant amount of data, making automated deep learning algorithms particularly relevant for assisting in the analysis of LC-OCT images. A review of algorithms developed for skin layer segmentation, keratinocyte nuclei segmentation, and automatic detection of atypical keratinocyte nuclei is provided.
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Affiliation(s)
| | | | | | - Arnaud Dubois
- DAMAE Medical, Paris, France
- Laboratoire Charles Fabry, Institut d'Optique Graduate School, Paris-Saclay University, Palaiseau, France
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12
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Schneller A, Sitaru S, Biedermann T, Zink A. [The third dimension: opportunities for 3D technologies in dermatology]. DERMATOLOGIE (HEIDELBERG, GERMANY) 2023; 74:379-381. [PMID: 37103552 DOI: 10.1007/s00105-023-05139-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Subscribe] [Scholar Register] [Accepted: 03/07/2023] [Indexed: 04/28/2023]
Affiliation(s)
- Alexander Schneller
- Klinik und Poliklinik für Dermatologie und Allergologie am Biederstein, Klinikum rechts der Isar, Technische Universität München, München, Deutschland.
- Sektion Kinderherzchirurgie, Klinik für Herzchirurgie, Universitätsklinikum Heidelberg, Heidelberg, Deutschland.
| | - Sebastian Sitaru
- Klinik und Poliklinik für Dermatologie und Allergologie am Biederstein, Klinikum rechts der Isar, Technische Universität München, München, Deutschland
| | - Tilo Biedermann
- Klinik und Poliklinik für Dermatologie und Allergologie am Biederstein, Klinikum rechts der Isar, Technische Universität München, München, Deutschland
| | - Alexander Zink
- Klinik und Poliklinik für Dermatologie und Allergologie am Biederstein, Klinikum rechts der Isar, Technische Universität München, München, Deutschland
- Division of Dermatology and Venereology, Department of Medicine Solna, Karolinska Institutet, Stockholm, Schweden
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13
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Atak MF, Farabi B, Navarrete-Dechent C, Rubinstein G, Rajadhyaksha M, Jain M. Confocal Microscopy for Diagnosis and Management of Cutaneous Malignancies: Clinical Impacts and Innovation. Diagnostics (Basel) 2023; 13:diagnostics13050854. [PMID: 36899999 PMCID: PMC10001140 DOI: 10.3390/diagnostics13050854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 02/10/2023] [Accepted: 02/20/2023] [Indexed: 02/25/2023] Open
Abstract
Cutaneous malignancies are common malignancies worldwide, with rising incidence. Most skin cancers, including melanoma, can be cured if diagnosed correctly at an early stage. Thus, millions of biopsies are performed annually, posing a major economic burden. Non-invasive skin imaging techniques can aid in early diagnosis and save unnecessary benign biopsies. In this review article, we will discuss in vivo and ex vivo confocal microscopy (CM) techniques that are currently being utilized in dermatology clinics for skin cancer diagnosis. We will discuss their current applications and clinical impact. Additionally, we will provide a comprehensive review of the advances in the field of CM, including multi-modal approaches, the integration of fluorescent targeted dyes, and the role of artificial intelligence for improved diagnosis and management.
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Affiliation(s)
- Mehmet Fatih Atak
- Department of Dermatology, New York Medical College, Metropolitan Hospital, New York, NY 10029, USA
| | - Banu Farabi
- Department of Dermatology, New York Medical College, Metropolitan Hospital, New York, NY 10029, USA
| | - Cristian Navarrete-Dechent
- Department of Dermatology, Escuela de Medicina, Pontificia Universidad Catolica de Chile, Santiago 8331150, Chile
| | | | - Milind Rajadhyaksha
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Manu Jain
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
- Dermatology Service, Department of Medicine, Weill Cornell Medicine, New York, NY 10021, USA
- Correspondence: ; Tel.: +1-(646)-608-3562
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14
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Verzì AE, Broggi G, Caltabiano R, Micali G, Lacarrubba F. Line-field confocal optical coherence tomography of lentigo maligna with horizontal and vertical histopathologic correlations. J Cutan Pathol 2023; 50:118-122. [PMID: 36056910 PMCID: PMC10087826 DOI: 10.1111/cup.14321] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 07/26/2022] [Accepted: 08/28/2022] [Indexed: 01/24/2023]
Abstract
Lentigo maligna (LM) is a subtype of in situ melanoma that classically presents in elderly patients as a slowly growing lesion on sun-exposed areas that may evolve to invasive melanoma. Line-field confocal optical coherence tomography (LC-OCT) is a new non-invasive technique for a real-time, vertical, and horizontal skin imaging with high resolution close to conventional histopathology. We present the LC-OCT features of an LM of the nose in a 49-year-old white man along with their horizontal and vertical histopathological correlations. LC-OCT was able to detect in vivo, in both horizontal and vertical imaging, the main microscopic features typical of LM by showing, in the epidermis and around the hair follicles, the presence of large, bright roundish, or dendritic atypical cells, with evident nuclei, corresponding to atypical melanocytes with a tendency toward folliculotropism. A strong correspondence between LC-OCT images and vertical and horizontal histopathological sections was observed. Our study, although limited to a single case, is indicative of the great potential of LC-OCT to improve the non-invasive diagnosis of LM.
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Affiliation(s)
| | - Giuseppe Broggi
- Department "G.F. Ingrassia," Section of Anatomic Pathology, University of Catania, Catania, Italy
| | - Rosario Caltabiano
- Department "G.F. Ingrassia," Section of Anatomic Pathology, University of Catania, Catania, Italy
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15
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Cinotti E, Brunetti T, Cartocci A, Tognetti L, Suppa M, Malvehy J, Perez-Anker J, Puig S, Perrot JL, Rubegni P. Diagnostic Accuracy of Line-Field Confocal Optical Coherence Tomography for the Diagnosis of Skin Carcinomas. Diagnostics (Basel) 2023; 13:diagnostics13030361. [PMID: 36766466 PMCID: PMC9914674 DOI: 10.3390/diagnostics13030361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 01/09/2023] [Accepted: 01/12/2023] [Indexed: 01/21/2023] Open
Abstract
Line-field confocal optical coherence tomography (LC-OCT) is a new, noninvasive imaging technique for the diagnosis of skin cancers. A total of 243 benign (54%) and malignant (46%) skin lesions were consecutively enrolled from 27 August 2020, to 6 October 2021 at the Dermatology Department of the University Hospital of Siena, Italy. Dermoscopic- and LC-OCT-based diagnoses were given by an expert dermatologist and compared with the ground truth. Considering all types of malignant skin tumours (79 basal cell carcinomas (BCCs), 22 squamous cell carcinomas, and 10 melanomas), a statistically significant increase (p = 0.013) in specificity was observed from dermoscopy (0.73, CI 0.64-0.81) to LC-OCT (0.87, CI 0.79-0.93) while sensitivity was the same with the two imaging techniques (0.95 CI 0.89-0.98 for dermoscopy and 0.95 CI 0.90-0.99 for LC-OCT). The increase in specificity was mainly driven by the ability of LC-OCT to differentiate BCCs from other diagnoses. In conclusion, our real-life study showed that LC-OCT can play an important role in helping the noninvasive diagnosis of malignant skin neoplasms and especially of BCCs. LC-OCT could be positioned after the dermoscopic examination, to spare useless biopsy of benign lesions without decreasing sensitivity.
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Affiliation(s)
- Elisa Cinotti
- Department of Medical, Surgical and Neurological Sciences, Dermatology Section, University of Siena, 53100 Siena, Italy
- Groupe d’Imagerie Cutanée Non Invasive (GICNI), Société Française de Dermatologie (SFD), 75008 Paris, France
- Correspondence: ; Tel.: +39-0577-585-428; Fax: +39-0577-585-484
| | - Tullio Brunetti
- Department of Medical, Surgical and Neurological Sciences, Dermatology Section, University of Siena, 53100 Siena, Italy
| | - Alessandra Cartocci
- Department of Medical, Surgical and Neurological Sciences, Dermatology Section, University of Siena, 53100 Siena, Italy
| | - Linda Tognetti
- Department of Medical, Surgical and Neurological Sciences, Dermatology Section, University of Siena, 53100 Siena, Italy
| | - Mariano Suppa
- Groupe d’Imagerie Cutanée Non Invasive (GICNI), Société Française de Dermatologie (SFD), 75008 Paris, France
- Department of Dermatology, Hôpital Erasme, Université Libre de Bruxelles, 1050 Brussels, Belgium
| | - Josep Malvehy
- Melanoma Unit, Hospital Clinic Barcelona, University of Barcelona, 08007 Barcelona, Spain
- CIBER de Enfermedades Raras, Instituto de Salud Carlos III, 08007 Barcelona, Spain
| | - Javiera Perez-Anker
- Melanoma Unit, Hospital Clinic Barcelona, University of Barcelona, 08007 Barcelona, Spain
- CIBER de Enfermedades Raras, Instituto de Salud Carlos III, 08007 Barcelona, Spain
| | - Susanna Puig
- Melanoma Unit, Hospital Clinic Barcelona, University of Barcelona, 08007 Barcelona, Spain
- CIBER de Enfermedades Raras, Instituto de Salud Carlos III, 08007 Barcelona, Spain
| | - Jean Luc Perrot
- Department of Dermatology, University Hospital of St-Etienne, 42270 Saint-Etienne, France
| | - Pietro Rubegni
- Department of Medical, Surgical and Neurological Sciences, Dermatology Section, University of Siena, 53100 Siena, Italy
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16
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Olesen UH, Jacobsen K, Lerche CM, Haedersdal M. Repeated exposure to fractional CO 2 laser delays squamous cell carcinoma formation and prevents clinical and subclinical photodamage visualized by line-field confocal optical coherence tomography and histology. Lasers Surg Med 2023; 55:73-81. [PMID: 36229986 PMCID: PMC10092156 DOI: 10.1002/lsm.23613] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 09/26/2022] [Accepted: 09/26/2022] [Indexed: 02/02/2023]
Abstract
OBJECTIVES Ablative fractional laser (AFL) is a well-established modality for treating ultraviolet radiation (UVR)-induced skin photodamage. We aimed to investigate the potential of AFL to delay squamous cell carcinoma (SCC) formation and prevent photodamage in a preclinical UVR-induced SCC model. MATERIALS AND METHODS Hairless C3.Cg-Hrhr /TifBomTac mice (n = 50) were exposed to UVR three times weekly throughout the study. UV-exposed mice were randomized to two groups that received dorsal CO2 AFL (10 mJ/mb, 10% density) or no treatment. AFL was performed every other week for a total of 16 weeks (nine treatments in total). The primary outcome was time to tumor occurrence. In a subset of mice on Day 150, prevention of clinical photodamage was assessed by examination of skin tightness and dyspigmentation. Concomitantly, assessment of subclinical photoprevention based on normalization of keratinocyte dysplasia, dermo-fiber morphology (collagen and elastin fibers), and skin thickness, was performed using line-field confocal optical coherence tomography (LC-OCT) and histology. RESULTS Repeated AFL treatments delayed SCC tumor development compared to UVR control mice by 12, 19, and 30 days for first, second, and third tumors, respectively (p ≤ 0.0017). Compared to UVR controls, AFL prevented photodamage both clinically and subclinically, based on LC-OCT and histology. In the epidermal layer, AFL imparted photopreventative effects including reduced dyspigmentation and keratinocyte dysplasia (1 vs. 2.5, p = 0.0079) and partial normalization of the epidermal thickness (p < 0.0001). In the dermis, AFL led to twofold greater skin tightness (p = 0.0079), improved dermo-fiber structure, and dermal thickness (p = 0.0011). CONCLUSION In conclusion, repeated AFL treatments of UVR-exposed skin significantly delayed SCC tumor formation and prevented clinical and imaging-assessed subclinical signs of photodamage, indicating a potential for AFL in prevention strategies for SCC and photodamage in high-risk populations.
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Affiliation(s)
- Uffe H. Olesen
- Department of DermatologyCopenhagen University Hospital—BispebjergCopenhagenDenmark
| | - Kevin Jacobsen
- Department of DermatologyCopenhagen University Hospital—BispebjergCopenhagenDenmark
| | - Catharina M. Lerche
- Department of DermatologyCopenhagen University Hospital—BispebjergCopenhagenDenmark
- Department of PharmacyUniversity of CopenhagenCopenhagenDenmark
| | - Merete Haedersdal
- Department of DermatologyCopenhagen University Hospital—BispebjergCopenhagenDenmark
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17
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Cinotti E, Bertello M, Cartocci A, Fiorani D, Tognetti L, Solmi V, Cappilli S, Peris K, Perrot JL, Suppa M, Del Marmol V, Rubegni P. Comparison of reflectance confocal microscopy and line-field optical coherence tomography for the identification of keratinocyte skin tumours. Skin Res Technol 2023; 29:e13215. [PMID: 36424847 PMCID: PMC9838760 DOI: 10.1111/srt.13215] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 10/01/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND Reflectance confocal microscopy (RCM) and line-field confocal optical coherence tomography (LC-OCT) are non-invasive imaging devices that can help in the clinical diagnosis of actinic keratosis (AK) and cutaneous squamous cell carcinoma (SCC). No studies are available on the comparison between these two technologies for the identification of the different features of keratinocyte skin tumours. OBJECTIVES To compare RCM and LC-OCT findings in AK and SCC. METHODS A retrospective multicenter study was conducted. Tumours were imaged with RCM and LC-OCT devices before surgery, and the diagnosis was confirmed by histological examinations. LC-OCT and RCM criteria for AK/SCC were identified, and their presence/absence was evaluated in all study lesions. Gwet AC1 concordance index was calculated to compare RCM and LC-OCT. RESULTS We included 52 patients with 33 AKs and 19 SCCs. Irregular epidermis was visible in most tumours and with a good degree of agreement between RCM and LC-OCT (Gwet's AC1 0.74). Parakeratosis, dyskeratotic keratinocytes and both linear dilated and glomerular vessels were better visible at LC-OCT than RCM (p < 0.001). Erosion/ulceration was identified with both methods in more than half of the cases with a good degree of agreement (Gwet AC1 0.62). CONCLUSIONS Our results suggest that both LC-OCT and hand-held RCM can help clinicians in the identification of AK and SCC, providing an in vivo and non-invasive identification of an irregular epidermis. LC-OCT proved to be more effective in identifying parakeratosis, dyskeratotic keratinocytes and vessels in this series.
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Affiliation(s)
- Elisa Cinotti
- Dermatology Unit, Department of Medical, Surgical and Neurological Sciences, Università degli Studi di Siena, Siena, Italy.,Groupe d'Imagerie non invasive de la Société Française de Dermatologie, Paris, France
| | - Martina Bertello
- Dermatology Unit, Department of Medical, Surgical and Neurological Sciences, Università degli Studi di Siena, Siena, Italy
| | | | - Diletta Fiorani
- Dermatology Unit, Department of Medical, Surgical and Neurological Sciences, Università degli Studi di Siena, Siena, Italy
| | - Linda Tognetti
- Dermatology Unit, Department of Medical, Surgical and Neurological Sciences, Università degli Studi di Siena, Siena, Italy
| | - Valentina Solmi
- Dermatology Unit, Department of Medical, Surgical and Neurological Sciences, Università degli Studi di Siena, Siena, Italy
| | - Simone Cappilli
- Dermatology Unit, Department of Medicine and Traslational Surgery, Catholic University of Sacred Heart, Rome, Italy.,Dermatology Unit, Department of Medical and Surgical Sciences, A. Gemelli University Hospital Foundation - IRCCS, Rome, Italy
| | - Ketty Peris
- Dermatology Unit, Department of Medicine and Traslational Surgery, Catholic University of Sacred Heart, Rome, Italy.,Dermatology Unit, Department of Medical and Surgical Sciences, A. Gemelli University Hospital Foundation - IRCCS, Rome, Italy
| | - Jean Luc Perrot
- Groupe d'Imagerie non invasive de la Société Française de Dermatologie, Paris, France.,Department of Dermatology, University Hospital of Saint-Etienne, Saint-Etienne, France
| | - Mariano Suppa
- Groupe d'Imagerie non invasive de la Société Française de Dermatologie, Paris, France.,Department of Dermatology, Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium.,Department of Dermatology, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Veronique Del Marmol
- Department of Dermatology, Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium
| | - Pietro Rubegni
- Dermatology Unit, Department of Medical, Surgical and Neurological Sciences, Università degli Studi di Siena, Siena, Italy
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18
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Xue W, Ogien J, Bulkin P, Coutrot AL, Dubois A. Mirau-based line-field confocal optical coherence tomography for three-dimensional high-resolution skin imaging. JOURNAL OF BIOMEDICAL OPTICS 2022; 27:086002. [PMID: 35962466 PMCID: PMC9374567 DOI: 10.1117/1.jbo.27.8.086002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 07/29/2022] [Indexed: 06/15/2023]
Abstract
SIGNIFICANCE Line-field confocal optical coherence tomography (LC-OCT) is a recently introduced high-resolution imaging modality based on a combination of low-coherence optical interferometry and reflectance confocal optical microscopy with line illumination and line detection. Capable of producing three-dimensional (3D) images of the skin with cellular resolution, in vivo, LC-OCT has been mainly applied in dermatology and dermo-cosmetology. The LC-OCT devices capable of acquiring 3D images reported so far are based on a Linnik interferometer using two identical microscope objectives. In this configuration, LC-OCT cannot be designed to be a very compact and light device, and the image acquisition speed is limited. AIM The objective of this work was to develop a more compact and lighter LC-OCT device that is capable of acquiring images faster without significant degradation of the resolution and with optimized detection sensitivity. APPROACH We developed an LC-OCT device based on a Mirau interferometer using a single objective. Dynamic adjustment of the camera frequency during the depth scan is implemented, using a faster camera and a more powerful light source. The reflectivity of the beam-splitter in the Mirau interferometer was optimized to maximize the detection sensitivity. A galvanometer scanner was incorporated into the device for scanning the illumination line laterally. A stack of adjacent B-scans, constituting a 3D image, can thus be acquired. RESULTS The device is able to acquire and display B-scans at 17 fps. 3D images with a quasi-isotropic resolution of ∼1.5 μm (1.3, 1.9, and 1.1 μm in the x , y, and z directions, respectively) over a field of 940 μm × 600 μm × 350 μm (x × y × z) can be obtained. 3D imaging of human skin at cellular resolution, in vivo, is reported. CONCLUSIONS The acquisition rate of the B-scans, at 17 fps, is unprecedented in LC-OCT. Compared with the conventional LC-OCT devices based on a Linnik interferometer, the reported Mirau-based LC-OCT device can acquire B-scans ∼2 times faster. With potential advantages in terms of compactness and weight, a Mirau-based device could easily be integrated into a smaller and lighter handheld probe for use by dermatologists in their daily medical practice.
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Affiliation(s)
- Weikai Xue
- Université Paris-Saclay, Institut d’Optique Graduate School, CNRS, Laboratoire Charles Fabry, Palaiseau, France
| | | | - Pavel Bulkin
- LPICM, CNRS, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - Anne-Lise Coutrot
- Université Paris-Saclay, Institut d’Optique Graduate School, CNRS, Laboratoire Charles Fabry, Palaiseau, France
| | - Arnaud Dubois
- Université Paris-Saclay, Institut d’Optique Graduate School, CNRS, Laboratoire Charles Fabry, Palaiseau, France
- DAMAE Medical, Paris, France
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19
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Line-Field Confocal Optical Coherence Tomography: A New Tool for the Differentiation between Nevi and Melanomas? Cancers (Basel) 2022; 14:cancers14051140. [PMID: 35267448 PMCID: PMC8909859 DOI: 10.3390/cancers14051140] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Revised: 02/20/2022] [Accepted: 02/22/2022] [Indexed: 02/04/2023] Open
Abstract
Until now, the clinical differentiation between a nevus and a melanoma is still challenging in some cases. Line-field confocal optical coherence tomography (LC-OCT) is a new tool with the aim to change that. The aim of the study was to evaluate LC-OCT for the discrimination between nevi and melanomas. A total of 84 melanocytic lesions were examined with LC-OCT and 36 were also imaged with RCM. The observers recorded the diagnoses, and the presence or absence of the 18 most common imaging parameters for melanocytic lesions, nevi, and melanomas in the LC-OCT images. Their confidence in diagnosis and the image quality of LC-OCT and RCM were evaluated. The most useful criteria, the sensitivity and specificity of LC-OCT vs. RCM vs. histology, to differentiate a (dysplastic) nevus from a melanoma were analyzed. Good image quality correlated with better diagnostic performance (Spearman correlation: 0.4). LC-OCT had a 93% sensitivity and 100% specificity compared to RCM (93% sensitivity, 95% specificity) for diagnosing a melanoma (vs. all types of nevi). No difference in performance between RCM and LC-OCT was observed (McNemar's p value = 1). Both devices falsely diagnosed dysplastic nevi as non-dysplastic (43% sensitivity for dysplastic nevus diagnosis). The most significant criteria for diagnosing a melanoma with LC-OCT were irregular honeycombed patterns (92% occurrence rate; 31.7 odds ratio (OR)), the presence of pagetoid spread (89% occurrence rate; 23.6 OR) and the absence of dermal nests (23% occurrence rate, 0.02 OR). In conclusion LC-OCT is useful for the discrimination between melanomas and nevi.
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20
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Abstract
Optical coherence tomography (OCT) and confocal laser microscopy (CLSM) are established non-invasive methods in clinical dermatological routine diagnosis. Whereas CLSM is especially useful to distinguish between nevi and melanoma, OCT is suitable for the diagnosis and differentiation of non-melanoma skin cancer. Line-field confocal optical coherence tomography (LC-OCT) is a new innovative device, which has better cellular resolution than OCT and a higher penetration depth than CLSM. Similar to CLSM, LC-OCT also allows 3D images in real time to be taken. Therefore LC-OCT is very useful for the examination of skin lesions of all kinds, since it unites the features of CLSM and OCT.
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