1
|
Paul N, Lecamwasam K, Fadhil M, Garioch J. Lentigo maligna: A retrospective analysis of 50 cases treated with imiquimod monitored with non-invasive reflectance confocal microscopy. J Eur Acad Dermatol Venereol 2024. [PMID: 39688313 DOI: 10.1111/jdv.20505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Accepted: 11/06/2024] [Indexed: 12/18/2024]
Affiliation(s)
- Navreet Paul
- Dermatology Department, Norfolk & Norwich University Hospital, Norwich, UK
| | | | - May Fadhil
- Dermatology Department, Norfolk & Norwich University Hospital, Norwich, UK
| | - Jennifer Garioch
- Dermatology Department, Norfolk & Norwich University Hospital, Norwich, UK
| |
Collapse
|
2
|
Mesquita Y, Marques IR, Pera Calvi I, Cruz SA, Godoi A, Lapenda IL, de Moraes-Souza R, Relvas JH, Vilbert M, Nehal KS, Navarrete-Dechent C. Reflectance confocal microscopy for margin mapping of melanoma of the lentigo maligna type: A systematic review and meta-analysis. J Eur Acad Dermatol Venereol 2024. [PMID: 39548723 DOI: 10.1111/jdv.20383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Accepted: 09/11/2024] [Indexed: 11/18/2024]
Abstract
Melanoma of the lentigo maligna (LM) type and its invasive counterpart, lentigo maligna melanoma (LMM), occur in chronically sun-damaged skin and tend to have subclinical extension that makes presurgical margin mapping challenging. Reflectance confocal microscopy (RCM) is a non-invasive imaging modality that enables in vivo visualization of the skin at the cellular level, allowing for adequate estimation of LM/LMM margins. We aimed to perform a systematic review and meta-analysis evaluating RCM's performance compared with histopathology in margin mapping of LM/LMM. We searched MEDLINE, Embase, Cochrane, and Clinicaltrials.gov for studies published until July 2023, assessing RCM diagnostic accuracy for presurgical LM/LMM margin delineation. Negative predictive value (NPV; number of true negatives confirmed by histopathology out of all negatives found on RCM) was our primary outcome. Secondary outcomes were proportion of agreement between RCM and histopathology, mean number of stages to clear lesion, sensitivity, and specificity. Of the 955 search results, nine studies (329 participants) were included. Pooled NPV for RCM detection of LM/LMM clear margins was 89.15% (95% CI 80.95-95.46; I2 = 80%). The RCM and histopathology agreement rate was 92.09% (95% CI 84.71-96.07; I2 = 57%). Mean number of stages needed to clear the lesion using RCM was 1.16 (95% CI 1.08-1.23; I2 = 0). Compared with histopathology, RCM sensitivity and specificity were 91.4% (95% CI 82.2-96.1; I2 = 0%) and 95.7% (95% CI 90.7-98; I2 = 68%), respectively. These results support that RCM has a high concordance rate with the gold standard histopathology for presurgical LM/LMM margin mapping, constituting a valuable tool for its management.
Collapse
Affiliation(s)
- Yasmin Mesquita
- Division of Medicine, Federal University of Rio de Janeiro, Macaé, Rio de Janeiro, Brazil
| | - Isabela R Marques
- Division of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Izabela Pera Calvi
- Division of Medicine, Immanuel Kant Baltic Federal University, Kalininingrad, Kaliningrad Oblast, Russia
| | - Sara A Cruz
- Division of Medicine, Immanuel Kant Baltic Federal University, Kalininingrad, Kaliningrad Oblast, Russia
| | - Amanda Godoi
- Cardiff University School of Medicine, Cardiff, UK
| | - Izadora L Lapenda
- Division of Medicine, Pernambuco School of Health, Recife, Pernambuco, Brazil
| | | | - Jessica H Relvas
- Division of Internal Medicine, Mandaqui Hospital Complex, Sao Paulo, Sao Paulo, Brazil
| | - Maysa Vilbert
- Division of Hematology/Oncology, Department of Medicine, Massachusetts General Hospital Cancer Center, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Kishwer S Nehal
- Dermatology Service, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Cristian Navarrete-Dechent
- Department of Dermatology, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
- Melanoma and Skin Cancer Unit, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| |
Collapse
|
3
|
Witkowski AM, Burshtein J, Christopher M, Cockerell C, Correa L, Cotter D, Ellis DL, Farberg AS, Grant-Kels JM, Greiling TM, Grichnik JM, Leachman SA, Linfante A, Marghoob A, Marks E, Nguyen K, Ortega-Loayza AG, Paragh G, Pellacani G, Rabinovitz H, Rigel D, Siegel DM, Song EJ, Swanson D, Trask D, Ludzik J. Clinical Utility of a Digital Dermoscopy Image-Based Artificial Intelligence Device in the Diagnosis and Management of Skin Cancer by Dermatologists. Cancers (Basel) 2024; 16:3592. [PMID: 39518033 PMCID: PMC11545296 DOI: 10.3390/cancers16213592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 10/09/2024] [Accepted: 10/15/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND Patients with skin lesions suspicious for skin cancer or atypical melanocytic nevi of uncertain malignant potential often present to dermatologists, who may have variable dermoscopy triage clinical experience. OBJECTIVE To evaluate the clinical utility of a digital dermoscopy image-based artificial intelligence algorithm (DDI-AI device) on the diagnosis and management of skin cancers by dermatologists. METHODS Thirty-six United States board-certified dermatologists evaluated 50 clinical images and 50 digital dermoscopy images of the same skin lesions (25 malignant and 25 benign), first without and then with knowledge of the DDI-AI device output. Participants indicated whether they thought the lesion was likely benign (unremarkable) or malignant (suspicious). RESULTS The management sensitivity of dermatologists using the DDI-AI device was 91.1%, compared to 84.3% with DDI, and 70.0% with clinical images. The management specificity was 71.0%, compared to 68.4% and 64.9%, respectively. The diagnostic sensitivity of dermatologists using the DDI-AI device was 86.1%, compared to 78.8% with DDI, and 63.4% with clinical images. Diagnostic specificity using the DDI-AI device increased to 80.7%, compared to 75.9% and 73.6%, respectively. CONCLUSION The use of the DDI-AI device may quickly, safely, and effectively improve dermoscopy performance, skin cancer diagnosis, and management when used by dermatologists, independent of training and experience.
Collapse
Affiliation(s)
- Alexander M. Witkowski
- Department of Dermatology, Oregon Health and Science University, Portland, OR 97239, USA; (A.M.W.); (T.M.G.); (S.A.L.); (K.N.); (A.G.O.-L.)
| | - Joshua Burshtein
- Department of Dermatology, University of Illinois-Chicago, Chicago, IL 60637, USA;
| | | | | | - Lilia Correa
- Department of Dermatology & Cutaneous Oncology, University of South Florida, Tampa, FL 33612, USA; (L.C.); (J.M.G.)
| | - David Cotter
- Las Vegas Dermatology, Las Vegas, NV 89144, USA;
| | - Darrell L. Ellis
- Department of Dermatology, Nashville VA Medical Centers and Vanderbilt University, Nashville, TN 37232, USA;
| | | | - Jane M. Grant-Kels
- Department of Dermatology, University of Connecticut School of Medicine, Farmington, CT 06030, USA;
- Department of Dermatology, University of Florida College of Medicine, Gainesville, FL 32606, USA
| | - Teri M. Greiling
- Department of Dermatology, Oregon Health and Science University, Portland, OR 97239, USA; (A.M.W.); (T.M.G.); (S.A.L.); (K.N.); (A.G.O.-L.)
| | - James M. Grichnik
- Department of Dermatology & Cutaneous Oncology, University of South Florida, Tampa, FL 33612, USA; (L.C.); (J.M.G.)
| | - Sancy A. Leachman
- Department of Dermatology, Oregon Health and Science University, Portland, OR 97239, USA; (A.M.W.); (T.M.G.); (S.A.L.); (K.N.); (A.G.O.-L.)
| | - Anthony Linfante
- Department of Dermatology and Dermatopathology, University of Texas Medical Branch, Galveston, TX 77555, USA;
| | - Ashfaq Marghoob
- Dermatology Service, Memorial Sloan Kettering Skin Cancer Center, Hauppauge, NY 11788, USA;
| | - Etan Marks
- Skin Pathology Associates, Delray Beach, FL 33446, USA;
| | - Khoa Nguyen
- Department of Dermatology, Oregon Health and Science University, Portland, OR 97239, USA; (A.M.W.); (T.M.G.); (S.A.L.); (K.N.); (A.G.O.-L.)
| | - Alex G. Ortega-Loayza
- Department of Dermatology, Oregon Health and Science University, Portland, OR 97239, USA; (A.M.W.); (T.M.G.); (S.A.L.); (K.N.); (A.G.O.-L.)
| | - Gyorgy Paragh
- Department of Dermatology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA;
| | | | | | - Darrell Rigel
- Department of Dermatology, NYU Grossman School of Medicine, New York, NY 10016, USA;
| | - Daniel M. Siegel
- Department of Dermatology, SUNY Downstate Health Sciences University, Brooklyn, NY 11203, USA;
| | | | - David Swanson
- Department of Dermatology, Mayo Clinic Arizona, Scottsdale, AZ 85259, USA;
| | - David Trask
- Skin Cancer & Dermatology Center of Southern Oregon, Medford, OR 97504, USA;
| | - Joanna Ludzik
- Department of Dermatology, Oregon Health and Science University, Portland, OR 97239, USA; (A.M.W.); (T.M.G.); (S.A.L.); (K.N.); (A.G.O.-L.)
| |
Collapse
|
4
|
Carmona-Rocha E, Rusiñol L, García-Melendo C, Iznardo H, Mozos A, López-Sánchez C, Yélamos O. Lentigo maligna: a comprehensive review on diagnosis and treatment. Ital J Dermatol Venerol 2024; 159:390-411. [PMID: 39069838 DOI: 10.23736/s2784-8671.24.07837-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/30/2024]
Abstract
Lentigo maligna (LM), a form of melanoma in situ, and LM melanoma (LMM), its invasive counterpart, exhibit distinctive epidemiology, risk factors, and clinical features compared to other melanoma subtypes. Notably, LM occurs on chronically sun-damaged skin presenting as a slow-growing, ill-defined patch which makes it difficult to diagnose and to treat. Additionally, while LM generally presents a favourable prognosis, it can also lead to dermal invasion and behave similarly to other melanomas with the same Breslow thickness. Hence, surgery continues to be the cornerstone treatment. Wide excisions are often necessary, but challenges arise when these lesions manifest in cosmetically sensitive regions, limiting the feasibility and desirability of large excisions. Specialized approaches, including margin-controlled surgery and image-guided treatment with reflectance confocal microscopy, have been developed to address these issues. Other non-surgical treatments such as cryosurgery, imiquimod, radiotherapy, or photodynamic therapy, may also be used but commonly present with recurrent/persistent disease. Herein we comprehensively review the existing literature on the management of LM/LMM, and discus the potential new advances on managing this challenging skin cancer.
Collapse
Affiliation(s)
- Elena Carmona-Rocha
- Dermatology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
- Institut de Recerca Sant Pau (IR Sant Pau), Barcelona, Spain
- Autonomous University of Barcelona, Bellaterra, Spain
| | - Lluís Rusiñol
- Dermatology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
- Institut de Recerca Sant Pau (IR Sant Pau), Barcelona, Spain
- Autonomous University of Barcelona, Bellaterra, Spain
- Dermatology Department, Teknon Quirónsalud Medical Center, Barcelona, Spain
| | | | - Helena Iznardo
- Dermatology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
- Institut de Recerca Sant Pau (IR Sant Pau), Barcelona, Spain
- Autonomous University of Barcelona, Bellaterra, Spain
| | - Anna Mozos
- Anatomical Pathology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Cristina López-Sánchez
- Dermatology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
- Institut de Recerca Sant Pau (IR Sant Pau), Barcelona, Spain
- Autonomous University of Barcelona, Bellaterra, Spain
- Dermatology Department, Teknon Quirónsalud Medical Center, Barcelona, Spain
| | - Oriol Yélamos
- Dermatology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain -
- Institut de Recerca Sant Pau (IR Sant Pau), Barcelona, Spain
- Autonomous University of Barcelona, Bellaterra, Spain
- Dermatology Department, Teknon Quirónsalud Medical Center, Barcelona, Spain
| |
Collapse
|
5
|
Elshot YS, Lasso Peña DJP, Zupan-Kajcovski B, Bekkenk MW, Balm AJM, Klop WMC, de Rie MA. Successful implementation of handheld reflectance confocal microscopy as the standard of care in the (surgical) management of lentigo maligna (melanoma). J Eur Acad Dermatol Venereol 2024. [PMID: 38923079 DOI: 10.1111/jdv.20210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Accepted: 06/02/2024] [Indexed: 06/28/2024]
Abstract
BACKGROUND Reflectance confocal microscopy (RCM) has shown promise in predicting surgical outcomes by non-invasively detecting subclinical lentigo maligna (melanoma) (LM/LMM). OBJECTIVES To assess the effects of presurgical mapping using handheld RCM (HH-RCM) on surgical treatment, follow-up outcomes and management decisions. METHODS A total of 117 consecutive LM/LMM cases (2015-2023) were included. The diagnostic accuracy of HH-RCM in detecting subclinical LM and invasive components was evaluated. The primary endpoints included histological margin status and changes in management based on the outcomes of the HH-RCM mapping procedure. Margin and follow-up outcomes were compared to a historical cohort before HH-RCM was introduced in our center (n = 94) (2003-2014). RESULTS HH-RCM detected subclinical LM in 60% (n = 60) of cases. The median mapping duration was 14 min (range 4-50). In 27% (n = 33), the mapping procedure resulted in modified management, the majority consisting of limited surgery with adjuvant imiquimod (n = 15) or imiquimod monotherapy (n = 14). The remaining cases (n = 84) underwent HH-RCM-assisted surgery. Histological margins were cleared in 96.5% of the patients with a median histological margin of 3.0 mm, significantly higher than 81% in the historical cohort (median 2.0 mm) (p = 0.001). The sensitivity and specificity for detecting the extent of subclinical LM were 94% (95% CI 80.4-99.3) and 84% (95% CI 70.3-92.7), respectively. The negative predictive value for the detection of LMM was 94% (95% CI 84.4-97.7), and 75% of the initially missed LMM (n = 12) were identified during the HH-RCM mapping procedure. The study cohort had a 1.6% local recurrence rate compared with 25% in the historical cohort. CONCLUSIONS Integrating HH-RCM as the standard of care could lead to more personalized treatment strategies for LM/LMM and allows for the selection of patients suitable for nonsurgical treatment.
Collapse
Affiliation(s)
- Y S Elshot
- Department of Dermatology, The Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
- Department of Dermatology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - D J P Lasso Peña
- Department of Dermatology, The Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - B Zupan-Kajcovski
- Department of Dermatology, The Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - M W Bekkenk
- Department of Dermatology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - A J M Balm
- Department of Head and Neck Oncology and Surgery, The Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
- Department of Oral and Maxillofacial Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - W M C Klop
- Department of Head and Neck Oncology and Surgery, The Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
- Department of Oral and Maxillofacial Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - M A de Rie
- Department of Dermatology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| |
Collapse
|
6
|
Ungureanu L, Vasilovici AF, Trufin II, Apostu AP, Halmágyi SR. Lentigo Maligna Treatment-An Update. J Clin Med 2024; 13:2527. [PMID: 38731056 PMCID: PMC11084749 DOI: 10.3390/jcm13092527] [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: 03/11/2024] [Revised: 04/06/2024] [Accepted: 04/20/2024] [Indexed: 05/13/2024] Open
Abstract
Lentigo maligna (LM) is a melanoma in situ that is prevalent in chronically sun-damaged skin. Characterized by a slow growth pattern and high mutation rates due to chronic UV exposure, LM poses diagnostic and therapeutic challenges, particularly given its tendency to mimic other skin lesions and its occurrence in cosmetically sensitive areas. Its diagnosis is based on an integrated approach using dermoscopy and reflectance confocal microscopy (RCM). Despite its slow progression, LM can evolve into lentigo maligna melanoma (LMM), making its treatment necessary. Treatment modalities encompass both surgical and non-surgical methods. Surgical treatments like Wide Local Excision (WLE) and Mohs Micrographic Surgery (MMS) aim for clear histological margins. WLE, a standard melanoma surgery, faces challenges from LM's subclinical extensions, which increase the recurrence risk. MMS, effective for large or poorly defined lesions, is defined by precise margin control while considering cosmetic outcomes. Non-surgical options, including radiotherapy and imiquimod, are alternatives for non-surgical candidates. Radiotherapy has been effective since the 1950s, offering good control and cosmetic results, especially for older patients. Imiquimod, an immunomodulator, shows promise in treating LM, though its application remains off-label. The increasing incidence of LM/LMM necessitates a balance in treatment choices to minimize recurrence and maintain cosmetic integrity. A multidisciplinary approach, integrating clinical examination with dermoscopy and RCM and histological assessment, is essential for accurate diagnosis and effective LM management.
Collapse
Affiliation(s)
- Loredana Ungureanu
- Department of Dermatology, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania
- Department of Dermatology, Emergency County Hospital, 400006 Cluj-Napoca, Romania
| | - Alina Florentina Vasilovici
- Department of Dermatology, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania
- Department of Dermatology, Emergency County Hospital, 400006 Cluj-Napoca, Romania
| | | | - Adina Patricia Apostu
- Department of Dermatology, Emergency County Hospital, 400006 Cluj-Napoca, Romania
- Clinical Hospital of Infectious Diseases, 400000 Cluj-Napoca, Romania
| | - Salomea-Ruth Halmágyi
- Department of Dermatology, Emergency County Hospital, 400006 Cluj-Napoca, Romania
- Clinical Hospital of Infectious Diseases, 400000 Cluj-Napoca, Romania
| |
Collapse
|
7
|
Longo C, Sticchi A, Curti A, Kaleci S, Moscarella E, Argenziano G, Thomas L, Guitera P, Huang C, Tiodorovic D, Apalla Z, Peris K, Del Regno L, Guida S, Lallas A, Kittler H, Pellacani G, Navarrete-Dechent C. Lentigo maligna and lentigo maligna melanoma in patients younger than 50 years: a multicentre international clinical-dermoscopic study. Clin Exp Dermatol 2024; 49:128-134. [PMID: 37758301 DOI: 10.1093/ced/llad325] [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: 08/22/2023] [Accepted: 09/17/2023] [Indexed: 10/03/2023]
Abstract
BACKGROUND Lentigo maligna/lentigo maligna melanoma (LM/LMM) is usually diagnosed in older patients, when lesions are larger. However, it is important to detect it at an earlier stage to minimize the area for surgical procedure. OBJECTIVES To determine and define clinical, dermoscopic and reflectance confocal microscopy (RCM) features of LM/LMM in patients < 50 years old. METHODS This was a multicentre study involving tertiary referral centres for skin cancer management. The study included cases of consecutively excised LM/LMM arising in patients < 50 years of age with a histopathological diagnosis of LM/LMM and a complete set of clinical and dermoscopic images; RCM images were considered when present. RESULTS In total, 85 LM/LMM of the face from 85 patients < 50 years were included in the study. A regression model showed a direct association with the size of the lesion (R2 = 0.08; P = 0.01) and with the number of dermoscopic features at diagnosis (R2 = 0.12; P < 0.01). In a multivariable analysis, an increasing number of dermoscopic features correlated with increased patient age (P < 0.01), while the presence of grey colour was a predictor of younger age at diagnosis (P = 0.03). RCM revealed the presence of melanoma diagnostic features in all cases (pagetoid cells and atypical nesting). CONCLUSIONS LM is not a disease limited to older people as previously thought. LM presenting in young adults tends to be smaller and with fewer dermoscopic features, making its diagnosis challenging. Careful evaluation of facial pigmented lesions prior to cosmetic procedures is imperative to avoid incorrectly treating early LM as a benign lesion.
Collapse
Affiliation(s)
- Caterina Longo
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
- Azienda Unità Sanitaria Locale - IRCCS di Reggio Emilia, Skin Cancer Center, Reggio Emilia, Italy
| | - Alberto Sticchi
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
- Azienda Unità Sanitaria Locale - IRCCS di Reggio Emilia, Skin Cancer Center, Reggio Emilia, Italy
| | - Alex Curti
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
- Azienda Unità Sanitaria Locale - IRCCS di Reggio Emilia, Skin Cancer Center, Reggio Emilia, Italy
| | - Shaniko Kaleci
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
| | - Elvira Moscarella
- Dermatology Unit, Department of Mental and Physical Health and Preventive Medicine, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Giuseppe Argenziano
- Dermatology Unit, Department of Mental and Physical Health and Preventive Medicine, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Luc Thomas
- Department of Dermatology, Claude Bernard University Lyon 1, and Cancer Research Center Lyon, Lyon, France
| | - Pascale Guitera
- Sydney Melanoma Diagnostic Centre, Royal Prince Alfred Hospital, Camperdown, NSW, Australia
- Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, Australia
- Melanoma Institute Australia, Sydney, NSW, Australia
| | - Chen Huang
- Sydney Melanoma Diagnostic Centre, Royal Prince Alfred Hospital, Camperdown, NSW, Australia
| | - Danica Tiodorovic
- Clinic of Dermatovenereology, Clinical Centre Nis, Medical Faculty, University of Nis, Serbia
| | | | - Ketty Peris
- Dermatologia, Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Rome, Italy
- UOC di Dermatologia, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli - IRCCS, Rome, Italy
| | - Laura Del Regno
- UOC di Dermatologia, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli - IRCCS, Rome, Italy
| | - Stefania Guida
- School of Medicine, Vita-Salute San Raffaele University, Milan, Italy
- Dermatology Clinic, IRCCS San Raffaele Hospital, Milan, Italy
| | - Aimilios Lallas
- First Department of Dermatology, School of Medicine, Faculty of Health Sciences, Aristotle University, Thessaloniki, Greece
| | - Harald Kittler
- Department of Dermatology, Medical University of Vienna, Austria
| | - Giovanni Pellacani
- Department of Dermatology and Venereology at the University of La Sapienza, Rome, Italy
| | - Cristian Navarrete-Dechent
- Department of Dermatology
- Melanoma and Skin Cancer Unit, Escuela de Medicina, Pontificia Universidad Catolica de Chile, Santiago, Chile
| |
Collapse
|