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Słowińska M, Czarnecka I, Czarnecki R, Tatara P, Nasierowska-Guttmejer A, Lorent M, Kania J, Owczarek W. Characteristics of patients with melanoma with non‑melanoma skin cancer comorbidity: Practical implications based on a retrospective study. Oncol Lett 2025; 29:214. [PMID: 40093867 PMCID: PMC11905216 DOI: 10.3892/ol.2025.14960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Accepted: 01/31/2025] [Indexed: 03/19/2025] Open
Abstract
The co-occurrence of melanoma and non-melanoma skin cancer (NMSC) can lead to increased morbidity. However, there has been limited research into the dermoscopic characteristics of melanomas and clinical factors during co-occurrence. A total of 264 patients with melanoma, including 63 with NMSC comorbidity, were enrolled in the present study to retrospectively analyse the coexistence of melanoma morphology, as determined by dermoscopic examination, pathological report, tumour location and clinically manifested risk factors. The frequency of solar lentiginosis (SL) was compared between 264 patients with melanoma and 233 patients with NMSC without melanoma. In 83.4% of cases, skin cancer occurred before or concomitantly with the melanoma. The leading indicators of comorbidity were age (median 70 years; P<0.0001) and SL on the trunk and arms (P<0.0001). Melanomas in patients with NMSC comorbidity were significantly more frequently located on the head and neck [P<0.001; Bonferroni adjusted P-value (P-adj.)<0.01], then on the trunk, but less frequently occurred on the lower limbs (P<0.05). The dermoscopic multicomponent asymmetric pattern was the predominant pattern in both groups. The most characteristic pattern in the NMSC group was facial melanoma (P<0.005; P-adj.<0.05); the spitzoid pattern (P<0.001; P-adj.<0.01) was rare. Dermoscopic regression was more common (P<0.001) in the NMSC group. Regression and the number of nevi were independent of age. Differences in the incidence of SL were evaluated based on the presence of melanoma (P<0.01) and in patients without melanoma based on the presence of squamous cell carcinoma (SCC; P<0.01), multiple basal cell carcinoma (P<0.0001) and multiple SCC (P<0.005). Patients with melanoma were 10 years younger on average compared with patients with NMSC (P<0.0001). The differentiation factors identified in the present study may improve the precision of dermoscopic examinations and potentially lead to modifications in the diagnostic workflow for patients with multiple NMSCs with comorbid melanoma.
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Affiliation(s)
- Monika Słowińska
- Department of Dermatology, Military Institute of Medicine-National Research Institute, Central Clinical Hospital Ministry of Defence, 04-141 Warsaw, Poland
- Evimed Medical Centre Ltd., 02-625 Warsaw, Poland
| | - Iwona Czarnecka
- Department of Dermatology, Military Institute of Medicine-National Research Institute, Central Clinical Hospital Ministry of Defence, 04-141 Warsaw, Poland
| | - Robert Czarnecki
- Department of Cardiology, St. Elizabeth Hospital, LUX MED Oncology LLC, 02-616 Warsaw, Poland
| | - Paulina Tatara
- Department of Dermatology, Military Institute of Medicine-National Research Institute, Central Clinical Hospital Ministry of Defence, 04-141 Warsaw, Poland
| | | | - Małgorzata Lorent
- Department of Pathology, National Research Institute of Tuberculosis and Lung Diseases, 01-138 Warsaw, Poland
| | - Joanna Kania
- Department of Patomorphology, Military Institute of Medicine-National Research Institute, Central Clinical Hospital Ministry of Defence, 04-141 Warsaw, Poland
| | - Witold Owczarek
- Department of Dermatology, Military Institute of Medicine-National Research Institute, Central Clinical Hospital Ministry of Defence, 04-141 Warsaw, Poland
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Chen JY, Fernandez K, Fadadu RP, Reddy R, Kim MO, Tan J, Wei ML. Skin Cancer Diagnosis by Lesion, Physician, and Examination Type: A Systematic Review and Meta-Analysis. JAMA Dermatol 2025; 161:135-146. [PMID: 39535756 PMCID: PMC11561728 DOI: 10.1001/jamadermatol.2024.4382] [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: 04/26/2024] [Accepted: 08/27/2024] [Indexed: 11/16/2024]
Abstract
Importance Skin cancer is the most common cancer in the US; accurate detection can minimize morbidity and mortality. Objective To assess the accuracy of skin cancer diagnosis by lesion type, physician specialty and experience, and physical examination method. Data Sources PubMed, Embase, and Web of Science. Study Selection Cross-sectional and case-control studies, randomized clinical trials, and nonrandomized controlled trials that used dermatologists or primary care physicians (PCPs) to examine keratinocytic and/or melanocytic skin lesions were included. Data Extraction and Synthesis Search terms, study objectives, and protocol methods were defined before study initiation. Data extraction was performed by a reviewer, with verification by a second reviewer. A mixed-effects model was used in the data analysis. Data analyses were performed from May 2022 to December 2023. Main Outcomes and Measures Meta-analysis of diagnostic accuracy comprised sensitivity and specificity by physician type (primary care physician or dermatologist; experienced or inexperienced) and examination method (in-person clinical examination and/or clinical images vs dermoscopy and/or dermoscopic images). Results In all, 100 studies were included in the analysis. With experienced dermatologists using clinical examination and clinical images, the sensitivity and specificity for diagnosing keratinocytic carcinomas were 79.0% and 89.1%, respectively; using dermoscopy and dermoscopic images, sensitivity and specificity were 83.7% and 87.4%, and for PCPs, 81.4% and 80.1%. Experienced dermatologists had 2.5-fold higher odds of accurate diagnosis of keratinocytic carcinomas using in-person dermoscopy and dermoscopic images compared with in-person clinical examination and images. When examining for melanoma using clinical examination and images, sensitivity and specificity were 76.9% and 89.1% for experienced dermatologists, 78.3% and 66.2% for inexperienced dermatologists, and 37.5% and 84.6% for PCPs, respectively; whereas when using dermoscopy and dermoscopic images, sensitivity and specificity were 85.7% and 81.3%, 78.0% and 69.5%, and 49.5% and 91.3%, respectively. Experienced dermatologists had 5.7-fold higher odds of accurate diagnosis of melanoma using dermoscopy compared with clinical examination. Compared with PCPs, experienced dermatologists had 13.3-fold higher odds of accurate diagnosis of melanoma using dermoscopic images. Conclusions and Relevance The findings of this systematic review and meta-analysis indicate that there are significant differences in diagnostic accuracy for skin cancer when comparing physician specialty and experience, and examination methods. These summary metrics of clinician diagnostic accuracy could be useful benchmarks for clinical trials, practitioner training, and the performance of emerging technologies.
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Affiliation(s)
- Jennifer Y Chen
- San Francisco Veterans Affairs Health Care System, San Francisco, California
| | - Kristen Fernandez
- San Francisco Veterans Affairs Health Care System, San Francisco, California
| | - Raj P Fadadu
- San Francisco Veterans Affairs Health Care System, San Francisco, California
| | - Rasika Reddy
- San Francisco Veterans Affairs Health Care System, San Francisco, California
| | - Mi-Ok Kim
- Department of Epidemiology and Biostatistics, University of California, San Francisco
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco
| | - Josephine Tan
- San Francisco Library, University of California, San Francisco
| | - Maria L Wei
- San Francisco Veterans Affairs Health Care System, San Francisco, California
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco
- Department of Dermatology, University of California, San Francisco
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Rubegni G, Cartocci A, Tognetti L, Orione M, Gagliano C, Bacci T, Tarantello A, Lo Russo N, Fruschelli M, Castellino N, De Piano E, D’Onghia M, Cevenini G, Avitabile T, Rubegni P, Luschi A, Tosi GM. Dermoscopy Training Course Improves Ophthalmologists' Accuracy in Diagnosing Atypical Pigmented Periorbital Skin Lesions. Diagnostics (Basel) 2024; 14:2571. [PMID: 39594236 PMCID: PMC11593280 DOI: 10.3390/diagnostics14222571] [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: 10/08/2024] [Revised: 11/05/2024] [Accepted: 11/13/2024] [Indexed: 11/28/2024] Open
Abstract
BACKGROUND/OBJECTIVES Facial pigmented skin lesions are extremely common, starting from the fourth to fifth decades, especially in South-European countries, often located in the periorbital region. These include malignant forms, Lentigo maligna (LM) and lentigo maligna melanoma (LMM), characterized by growing incidence, and a series of benign simulators, including solar lentigo (SL), pigmented actinic keratosis (PAK), seborrheic keratosis (SK) and lichen planus-like keratosis (LPK). The clinical differential diagnosis of atypical pigmented skin lesions (aPFLs) can be difficult, even for dermatologists, leading to inappropriate skin biopsies with consequent aesthetic impacts. Dermoscopy of the facial area is a specific dermoscopic field that requires dedicated training and proved to increase diagnostic accuracy in dermatologists. Since these lesions are often seen by ophthalmologists at first, we aimed to evaluate the effect of a focused dermoscopy training course on a group of ophthalmologists naïve to the use of a dermatoscope. METHODS A set of 80 periorbital pigmented skin lesions with both clinical and dermoscopic images was selected and evaluated by six ophthalmologists before and after a one-day intensive dermoscopic training course. They were required to evaluate 80 periorbital lesions one month before and after a one-day intensive dermoscopic training course, illustrating second-level diagnostic options such as reflectance confocal microscopy (RCM), obtaining a total of 480 evaluations. Specifically, they had to provide, for each case, a punctual diagnosis and a management option among dermoscopic follow-up/skin biopsy/RCM/LC-OCT. Descriptive statistics were carried out, and the accuracy (ACC), sensitivity (SE), and specificity (SP), with their 95% confidence interval (95% CI), were estimated. RESULTS In the pre-course test, ophthalmologists achieved 84.0% SP, 33.3% SE and 63.7% ACC, while after the course, SE increased by +9% (i.e., 41.7%), SP decreased by 4%, and ACC remained comparable, i.e., 64.6%. In the management study, the percentage of benign lesions for which a close dermoscopic follow-up was suggested significantly decreased (51.6% versus 22.2%), in parallel with an increase in the number of lesions referred for RCM. As for malignant cases, the reduction in responses "close dermoscopic follow-up" decreased from 37.0% to 9.9%, (-27%), in favor of RCM (+15%) and skin biopsy (+12%). CONCLUSIONS The ophthalmologists proved to be very receptive in quickly metabolizing and putting into practice the concepts learned during the one-day intensive dermoscopy training course. Indeed, after only a one-day lesson, they were able to increase their SE by 9% and to improve their management strategy. The present findings highlight the importance of providing training ophthalmologists in dermoscopy during residency programs, in terms of benefits for the correct patient care.
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Affiliation(s)
- Giovanni Rubegni
- Ophthalmology Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, 53100 Siena, Italy
| | - Alessandra Cartocci
- Dermatology Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, 53100 Siena, Italy
| | - Linda Tognetti
- Dermatology Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, 53100 Siena, Italy
| | - Matteo Orione
- Department of Ophthalmology, University of Catania, 95123 Catania, Italy
| | - Caterina Gagliano
- Department of Ophthalmology, University of Catania, 95123 Catania, Italy
- Department of Medicine and Surgery, University of Enna “Kore”, 94100 Enna, Italy
| | - Tommaso Bacci
- Ophthalmology Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, 53100 Siena, Italy
| | - Antonio Tarantello
- Ophthalmology Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, 53100 Siena, Italy
| | - Nicola Lo Russo
- Ophthalmology Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, 53100 Siena, Italy
| | - Mario Fruschelli
- Ophthalmology Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, 53100 Siena, Italy
| | - Niccolò Castellino
- Department of Ophthalmology, University of Catania, 95123 Catania, Italy
| | - Ernesto De Piano
- Dermatology Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, 53100 Siena, Italy
| | - Martina D’Onghia
- Dermatology Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, 53100 Siena, Italy
| | - Gabriele Cevenini
- Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy
| | - Teresio Avitabile
- Department of Ophthalmology, University of Catania, 95123 Catania, Italy
| | - Pietro Rubegni
- Dermatology Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, 53100 Siena, Italy
| | - Alessio Luschi
- Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy
| | - Gian Marco Tosi
- Ophthalmology Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, 53100 Siena, Italy
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Boleti APDA, Jacobowski AC, Monteiro-Alfredo T, Pereira APR, Oliva MLV, Maria DA, Macedo MLR. Cutaneous Melanoma: An Overview of Physiological and Therapeutic Aspects and Biotechnological Use of Serine Protease Inhibitors. Molecules 2024; 29:3891. [PMID: 39202970 PMCID: PMC11357276 DOI: 10.3390/molecules29163891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2024] [Revised: 08/11/2024] [Accepted: 08/14/2024] [Indexed: 09/03/2024] Open
Abstract
BACKGROUND Metastatic melanoma stands out as the most lethal form of skin cancer because of its high propensity to spread and its remarkable resistance to treatment methods. METHODS In this review article, we address the incidence of melanoma worldwide and its staging phases. We thoroughly investigate the different melanomas and their associated risk factors. In addition, we underscore the principal therapeutic goals and pharmacological methods that are currently used in the treatment of melanoma. RESULTS The implementation of targeted therapies has contributed to improving the approach to patients. However, because of the emergence of resistance early in treatment, overall survival and progression-free periods continue to be limited. CONCLUSIONS We provide new insights into plant serine protease inhibitor therapeutics, supporting high-throughput drug screening soon, and seeking a complementary approach to explain crucial mechanisms associated with melanoma.
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Affiliation(s)
- Ana Paula De Araújo Boleti
- Laboratory of Protein Purification and Their Biological Functions, Food Technology and Public Health Unit, Federal University of Mato Grosso do Sul (UFMS), Campo Grande 79070-900, MS, Brazil; (A.P.D.A.B.); (A.C.J.); (T.M.-A.); (A.P.R.P.)
| | - Ana Cristina Jacobowski
- Laboratory of Protein Purification and Their Biological Functions, Food Technology and Public Health Unit, Federal University of Mato Grosso do Sul (UFMS), Campo Grande 79070-900, MS, Brazil; (A.P.D.A.B.); (A.C.J.); (T.M.-A.); (A.P.R.P.)
| | - Tamaeh Monteiro-Alfredo
- Laboratory of Protein Purification and Their Biological Functions, Food Technology and Public Health Unit, Federal University of Mato Grosso do Sul (UFMS), Campo Grande 79070-900, MS, Brazil; (A.P.D.A.B.); (A.C.J.); (T.M.-A.); (A.P.R.P.)
| | - Ana Paula Ramos Pereira
- Laboratory of Protein Purification and Their Biological Functions, Food Technology and Public Health Unit, Federal University of Mato Grosso do Sul (UFMS), Campo Grande 79070-900, MS, Brazil; (A.P.D.A.B.); (A.C.J.); (T.M.-A.); (A.P.R.P.)
| | - Maria Luiza Vilela Oliva
- Departamento de Bioquímica, Universidade Federal de São Paulo (UNIFESP), São Paulo 04023-062, SP, Brazil;
| | - Durvanei Augusto Maria
- Divisão de Ciências Fisiológicas e Químicas, Serviço de Bioquímica, Instituto Butantan, São Paulo 05585-000, SP, Brazil;
| | - Maria Lígia Rodrigues Macedo
- Laboratory of Protein Purification and Their Biological Functions, Food Technology and Public Health Unit, Federal University of Mato Grosso do Sul (UFMS), Campo Grande 79070-900, MS, Brazil; (A.P.D.A.B.); (A.C.J.); (T.M.-A.); (A.P.R.P.)
- Department of Pharmaceutical Sciences, Food, and Nutrition, Federal University of Mato Grosso do Sul, Campo Grande 79070-900, MS, Brazil
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Navarrete-Dechent C, Jaimes N, Dusza SW, Liopyris K, Marchetti MA, Cordova M, Oliviero M, Villaseca MA, Pulitzer M, Busam KJ, Rossi AM, Rabinovitz HS, Nehal KS, Scope A, Marghoob AA. Perifollicular linear projections: A dermatoscopic criterion for the diagnosis of lentigo maligna on the face. J Am Acad Dermatol 2024; 90:52-57. [PMID: 37634737 PMCID: PMC11326498 DOI: 10.1016/j.jaad.2023.07.1036] [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: 02/19/2023] [Revised: 07/10/2023] [Accepted: 07/16/2023] [Indexed: 08/29/2023]
Abstract
BACKGROUND Lentigo maligna (LM) can mimic benign, flat, pigmented lesions and can be challenging to diagnose. OBJECTIVE To describe a new dermatoscopic feature termed "perifollicular linear projections (PLP)" as a diagnostic criterion for LM on the face. METHODS Retrospective study on reflectance confocal microscopy and dermatoscopy images of flat facial pigmented lesions originating from 2 databases. PLP were defined as short, linear, pigmented projections emanating from hair follicles. Dermatoscopy readers were blinded to the final histopathologic diagnosis. RESULTS From 83 consecutive LMs, 21/83 (25.3%) displayed "bulging of hair follicles" on reflectance confocal microscopy and 18 of these 21 (85.7%), displayed PLP on dermatoscopy. From a database of 2873 consecutively imaged and biopsied lesions, 252 flat-pigmented facial lesions were included. PLP was seen in 47/76 melanomas (61.8%), compared with 7/176 lesions (3.9%) with other diagnosis (P < .001). The sensitivity was 61.8% (95% CI, 49.9%-72.7%), specificity 96.0% (95% CI, 92.9%-98.4%). PLP was independently associated with LM diagnosis on multivariate analysis (OR 26.1 [95% CI, 9.6%-71.0]). LIMITATIONS Retrospective study. CONCLUSION PLP is a newly described dermatoscopic criterion that may add specificity and sensitivity to the early diagnosis of LM located on the face. We postulate that PLP constitutes an intermediary step in the LM progression model.
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Affiliation(s)
- Cristian Navarrete-Dechent
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York; Department of Dermatology, Escuela de Medicina, Pontificia Universidad Catolica de Chile, Santiago, Chile; Melanoma and Skin Cancer Unit, Escuela de Medicina, Pontificia Universidad Catolica de Chile, Santiago, Chile.
| | - Natalia Jaimes
- Dr. Phillip Frost Department of Dermatology and Cutaneous Surgery, University of Miami Miller School of Medicine, Miami, Florida; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida
| | - Stephen W Dusza
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Konstantinos Liopyris
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York; Department of Dermatology, Escuela de Medicina, Pontificia Universidad Catolica de Chile, Santiago, Chile
| | - Michael A Marchetti
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Miguel Cordova
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Margaret Oliviero
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida
| | - Miguel A Villaseca
- Melanoma and Skin Cancer Unit, Escuela de Medicina, Pontificia Universidad Catolica de Chile, Santiago, Chile; Department of Pathology, Escuela de Medicina, Pontificia Universidad Catolica de Chile, Santiago, Chile
| | - Melissa Pulitzer
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Klaus J Busam
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Anthony M Rossi
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Harold S Rabinovitz
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida
| | - Kishwer S Nehal
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Alon Scope
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York; The Kittner Skin Cancer Screening & Research Institute, Sheba Medical Center and Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Ashfaq A Marghoob
- Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.
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Licata G, Brancaccio G, Ronchi A, Borsari S, Longo C, Piana S, Cinotti E, Dragotto M, Rubegni P, Argenziano G, Moscarella E. Is reflectance confocal microscopy useful in the differential diagnosis of extra facial lentigo maligna? A retrospective multicentric case-control study. J Eur Acad Dermatol Venereol 2023; 37:2474-2480. [PMID: 37478292 DOI: 10.1111/jdv.19379] [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: 04/12/2023] [Accepted: 06/28/2023] [Indexed: 07/23/2023]
Abstract
BACKGROUND Extra facial lentigo maligna (EF-LM) arises outside the head and neck area. EF-LM presents the classic histological features of lentigo maligna. The dermoscopic aspects of EF-LM have been poorly studied. OBJECTIVE The primary aims of our study were to analyse and describe the clinical, dermoscopic and confocal microscopy features of a series of histologically confirmed EF-LM. METHOD We conducted a retrospective and multicentric study. From our database, we selected 48 cases of thin melanomas on photodamaged skin with histological features of EF-LM of which clinical, dermoscopic and confocal microscopy images were available, and a control group of 45 lesions, that can be subjected to differential diagnosis such as solar lentigo, lichenoid keratosis, seborrheic keratosis and melanocytic nevi, of which dermoscopic and confocal microscope images were available. RESULTS Extra facial lentigo maligna had a higher prevalence of lentigo-like pigment patterns, angulated lines and zigzag structures. At confocal microscopy, LM-EF cases showed a higher prevalence of pagetoid spreading, round cells, dendritic cells in the epidermis, atypical cells at the dermo-epidermal junction, dendritic cells at the junction, meshwork pattern and elastosis. Our study shows that reflectance confocal microscopy (RCM) has a sensitivity of 90% and a specificity of 97% for the differential diagnosis of this type of melanoma. CONCLUSIONS Extra facial lentigo maligna does not have the classic dermoscopic features of superficial spreading melanoma, the most observed dermoscopic criteria are angulated lines and lentigo-like pigment patterns without lentigo-like border. RCM can be a valuable imaging tool for the evaluation of all those suspicion skin lesions at dermoscopy highlighting cellular atypia suggestive for melanoma.
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Affiliation(s)
- Gaetano Licata
- Dermatology Unit, San Antonio Abate Hospital, Trapani, Italy
| | - Gabriella Brancaccio
- Dermatology Unit, Department of Mental and Physical Health and Preventive Medicine, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Andrea Ronchi
- Division of Pathology, Department of Mental and Physical Health and Preventive Medicine, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Stefania Borsari
- Centro Oncologico ad Alta Tecnologia Diagnostica, Azienda Unità Sanitaria Locale - IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Caterina Longo
- Centro Oncologico ad Alta Tecnologia Diagnostica, Azienda Unità Sanitaria Locale - IRCCS di Reggio Emilia, Reggio Emilia, Italy
- Dermatology Clinic, University of Modena and Reggio Emilia, Modena, Italy
| | - Simonetta Piana
- Pathology Unit, Azienda Unità Sanitaria Locale - IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Elisa Cinotti
- Dermatology Unit, Department of Medical, Surgical and Neurological Sciences, University of Siena, Siena, Italy
| | - Martina Dragotto
- Dermatology Unit, Department of Medical, Surgical and Neurological Sciences, University of Siena, Siena, Italy
| | - Pietro Rubegni
- Dermatology Unit, Department of Medical, Surgical and Neurological Sciences, University of Siena, Siena, Italy
| | - Giuseppe Argenziano
- Dermatology Unit, Department of Mental and Physical Health and Preventive Medicine, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Elvira Moscarella
- Dermatology Unit, Department of Mental and Physical Health and Preventive Medicine, University of Campania Luigi Vanvitelli, Naples, Italy
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7
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Tognetti L, Cartocci A, Żychowska M, Savarese I, Cinotti E, Pizzichetta MA, Moscarella E, Longo C, Farnetani F, Guida S, Paoli J, Lallas A, Tiodorovic D, Stanganelli I, Magi S, Dika E, Zalaudek I, Suppa M, Argenziano G, Pellacani G, Perrot JL, Miracapillo C, Rubegni G, Cevenini G, Rubegni P. A risk-scoring model for the differential diagnosis of lentigo maligna and other atypical pigmented facial lesions of the face: The facial iDScore. J Eur Acad Dermatol Venereol 2023; 37:2301-2310. [PMID: 37467376 DOI: 10.1111/jdv.19360] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 07/07/2023] [Indexed: 07/21/2023]
Abstract
BACKGROUND Due to progressive ageing of the population, the incidence of facial lentigo maligna (LM) of the face is increasing. Many benign simulators of LM and LMM, known as atypical pigmented facial lesions (aPFLs-pigmented actinic keratosis, solar lentigo, seborrheic keratosis, seborrheic-lichenoid keratosis, atypical nevus) may be found on photodamaged skin. This generates many diagnostic issues and increases the number of biopsies, with a subsequent impact on aesthetic outcome and health insurance costs. OBJECTIVES Our aim was to develop a risk-scoring classifier-based algorithm to estimate the probability of an aPFL being malignant. A second aim was to compare its diagnostic accuracy with that of dermoscopists so as to define the advantages of using the model in patient management. MATERIALS AND METHODS A total of 154 dermatologists analysed 1111 aPFLs and their management in a teledermatology setting: They performed pattern analysis, gave an intuitive clinical diagnosis and proposed lesion management options (follow-up/reflectance confocal microscopy/biopsy). Each case was composed of a dermoscopic and/or clinical picture plus metadata (histology, age, sex, location, diameter). The risk-scoring classifier was developed and tested on this dataset and then validated on 86 additional aPFLs. RESULTS The facial Integrated Dermoscopic Score (iDScore) model consisted of seven dermoscopic variables and three objective parameters (diameter ≥ 8 mm, age ≥ 70 years, male sex); the score ranged from 0 to 16. In the testing set, the facial iDScore-aided diagnosis was more accurate (AUC = 0.79 [IC 95% 0.757-0.843]) than the intuitive diagnosis proposed by dermatologists (average of 43.5%). In the management study, the score model reduced the number of benign lesions sent for biopsies by 41.5% and increased the number of LM/LMM cases sent for reflectance confocal microscopy or biopsy instead of follow-up by 66%. CONCLUSIONS The facial iDScore can be proposed as a feasible tool for managing patients with aPFLs.
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Affiliation(s)
- Linda Tognetti
- Dermatology Unit, Department of Medical, Surgical and Neurosciences, University of Siena, Siena, Italy
| | - Alessandra Cartocci
- Dermatology Unit, Department of Medical, Surgical and Neurosciences, University of Siena, Siena, Italy
- Department of Medical Biotechnologies, University of Siena, Siena, Italy
| | - Magdalena Żychowska
- Department of Dermatology, Institute of Medical Sciences, Medical College of Rzeszow University, Rzeszów, Poland
| | - Imma Savarese
- Soc Dermatologia Pistoia-Prato, USL Toscana Centro, Pistoia, Italy
| | - Elisa Cinotti
- Dermatology Unit, Department of Medical, Surgical and Neurosciences, University of Siena, Siena, Italy
| | - Maria Antonietta Pizzichetta
- Dermatology Clinic, Ospedale di Trieste, Trieste, Italy
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano, Italy
| | - Elvira Moscarella
- Dermatology Unit, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Caterina Longo
- Centro Oncologico ad Alta Tecnologia Diagnostica, Azienda Unità Sanitaria Locale, IRCCS di Reggio Emilia, Reggio Emilia, Italy
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
| | - Francesca Farnetani
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
| | - Stefania Guida
- Vita-Salute San Raffaele University, Milan, Italy
- Dermatology Clinic, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - John Paoli
- Department of Dermatology and Venereology, Institute of Clinical Sciences, Sahlgrenska Academy, Sahlgrenska University Hospital, University of Gothenburg, Gothenburg, Sweden
- Department of Dermatology and Venereology, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Aimilios Lallas
- First Department of Dermatology, Aristotle University, Thessaloniki, Greece
| | | | - Ignazio Stanganelli
- Skin Cancer Unit, Scientific Institute of Romagna for the Study of Cancer, IRCCS, IRST, Meldola, Italy
- Department of Dermatology, University of Parma, Parma, Italy
| | - Serena Magi
- Skin Cancer Unit, Scientific Institute of Romagna for the Study of Cancer, IRCCS, IRST, Meldola, Italy
| | - Emi Dika
- Dermatology Unit, Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Italy
- Dermatology, IRCCS Azienda Ospedaliero Universitaria di Bologna, Bologna, Italy
| | - Iris Zalaudek
- Dermatology Clinic, Ospedale di Trieste, Trieste, Italy
| | - Mariano Suppa
- Department of Dermatology, Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium
- Groupe d'Imagerie Cutanée Non-Invasive, Société Française de Dermatologie, Paris, France
- Department of Dermatology, Institut Jules Bordet, Brussels, Belgium
| | | | - Giovanni Pellacani
- Department of Dermatology, Policlinico Umberto I, University of Rome La Sapienza, Rome, Italy
| | - Jean Luc Perrot
- Dermatology Unit, University Hospital of St-Etienne, Saint Etienne, France
| | - Chiara Miracapillo
- Dermatology Unit, Department of Medical, Surgical and Neurosciences, University of Siena, Siena, Italy
| | - Giovanni Rubegni
- Department of Ophthalmology, University of Catania, Catania, Italy
| | - Gabriele Cevenini
- Bioengineering and Biomedical Data Science Lab, Department of Medical Biotechnologies, University of Siena, Siena, Italy
| | - Pietro Rubegni
- Dermatology Unit, Department of Medical, Surgical and Neurosciences, University of Siena, Siena, Italy
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8
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Tognetti L, Cinotti E, Farnetani F, Lallas A, Paoli J, Longo C, Pampena R, Moscarella E, Argenziano G, Tiodorovic D, Stanganelli I, Magi S, Suppa M, Del Marmol V, Dika E, Zelin E, Zalaudek I, Pizzichetta MA, Pellacani G, Perrot JL, Bertello M, Cataldo G, Cevenini G, Rubegni P, Cartocci A. Development and Implementation of a Web-Based International Registry Dedicated to Atypical Pigmented Skin Lesions of the Face: Teledermatologic Investigation on Epidemiology and Risk Factors. Telemed J E Health 2023; 29:1356-1365. [PMID: 36752711 DOI: 10.1089/tmj.2022.0456] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2023] Open
Abstract
Background: Atypical pigmented facial lesions (aPFLs) often display clinical and dermoscopic equivocal and/or overlapping features, thus causing a challenging and delayed diagnosis and/or inappropriate excisions. No specific registry dedicated to aPFL paired with clinical data is available to date. Methods: The dataset is hosted on a specifically designed web platform. Each complete case was composed of the following data: (1) one dermoscopic picture; (2) one clinical picture; (3) two lesion data, that is, maximum diameter and facial location (e.g., orbital area/forehead/nose/cheek/chin/mouth); (4) patient's demographics: family history of melanoma, history of sunburns in childhood, phototype, pheomelanine, eyes/hair color, multiple nevi/dysplastic nevi on the body; and (5) acquisition device (videodermatoscope/camera-based/smartphone-based system). Results: A total of 11 dermatologic centers contributed to a final teledermoscopy database of 1,197 aPFL with a distribution of 353 lentigo maligna (LM), 146 lentigo maligna melanoma (LMM), 231 pigmented actinic keratoses, 266 solar lentigo, 125 atypical nevi, 48 seborrheic keratosis, and 28 seborrheic-lichenoid keratoses. The cheek site was involved in half of aPFL cases (50%). Compared with those with the other aPFL cases, patients with LM/LMM were predominantly men, older (69.32 ± 12.9 years on average vs. 62.69 ± 14.51), exhibited larger lesions (11.88 ± 7.74 mm average maximum diameter vs. 9.33 ± 6.46 mm), and reported a positive history of sunburn in childhood. Conclusions: The iDScore facial dataset currently represents a precious source of data suitable for the design of diagnostic support tools based on risk scoring classifiers to help dermatologists in recognizing LM/LMM among challenging aPFL in clinical practice.
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Affiliation(s)
- Linda Tognetti
- Dermatology Unit, Department of Medical, Surgical and Neurosciences, University of Siena, Siena, Italy
| | - Elisa Cinotti
- Dermatology Unit, Department of Medical, Surgical and Neurosciences, University of Siena, Siena, Italy
| | - Francesca Farnetani
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
| | - Aimilios Lallas
- First Department of Dermatology, Aristotele University, Thessaloniki, Greece
| | - John Paoli
- Department of Dermatology and Venereology, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Caterina Longo
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
- Centro Oncologico ad Alta Tecnologia Diagnostica, Azienda Unita Sanitaria, Reggio Emilia, Italy
| | - Riccardo Pampena
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
- Centro Oncologico ad Alta Tecnologia Diagnostica, Azienda Unita Sanitaria, Reggio Emilia, Italy
| | - Elvira Moscarella
- Dermatology Unit, University of Campania Luigi Vanvitelli, Naples, Italy
| | | | | | - Ignazio Stanganelli
- Skin Cancer Unit, Scientific Institute of Romagna for the Study of Cancer, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto per La Ricerca Scientifica e Tecnologica (IRST), Meldola, Italy
- Department of Dermatology, University of Parma, Parma, Italy
| | - Serena Magi
- Skin Cancer Unit, Scientific Institute of Romagna for the Study of Cancer, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto per La Ricerca Scientifica e Tecnologica (IRST), Meldola, Italy
| | - Mariano Suppa
- Department of Dermatology, Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium
- Groupe d'Imagerie Cutanée Non Invasive (GICNI) of the Société Française de Dermatologie (SFD), Paris, France
- Department of Dermatology, Institut Jules Bordet, Pizzi Brussels, Belgium
| | - Veronique Del Marmol
- Groupe d'Imagerie Cutanée Non Invasive (GICNI) of the Société Française de Dermatologie (SFD), Paris, France
- Department of Dermatology, Institut Jules Bordet, Pizzi Brussels, Belgium
| | - Emi Dika
- Dermatology, Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum, University of Bologna, Italy
| | - Enrico Zelin
- Dermatology Clinic, Maggiore Hospital of Trieste, Trieste, Italy
| | - Iris Zalaudek
- Dermatology Clinic, Maggiore Hospital of Trieste, Trieste, Italy
| | - Maria Antonietta Pizzichetta
- Dermatology Clinic, Maggiore Hospital of Trieste, Trieste, Italy
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), (IRCCS), Aviano, Italy
| | - Giovanni Pellacani
- Department of Dermatology, Policlinico Umberto I, Sapienza University of Rome, Rome, Italy
| | - Jean Luc Perrot
- Dermatology Unit, University Hospital of St-Etienne, Saint Etienne, France
| | - Martina Bertello
- Dermatology Unit, Department of Medical, Surgical and Neurosciences, University of Siena, Siena, Italy
| | - Gennaro Cataldo
- Bioengineering and Biomedical Data Science Lab, Department of Medical Biotechnologies, University of Siena, Siena, Italy
| | - Gabriele Cevenini
- Bioengineering and Biomedical Data Science Lab, Department of Medical Biotechnologies, University of Siena, Siena, Italy
| | - Pietro Rubegni
- Dermatology Unit, Department of Medical, Surgical and Neurosciences, University of Siena, Siena, Italy
| | - Alessandra Cartocci
- Bioengineering and Biomedical Data Science Lab, Department of Medical Biotechnologies, University of Siena, Siena, Italy
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9
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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: 11] [Impact Index Per Article: 5.5] [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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Kaminska-Winciorek G, Slowinska M, Krotowski J, Nasierowska-Guttmejer A, Musial J, Cybulska-Stopa B. Dermoscopy of external ear melanoma (EEM). Arch Dermatol Res 2022; 315:1381-1387. [PMID: 35298674 DOI: 10.1007/s00403-022-02342-2] [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: 04/25/2021] [Revised: 01/26/2022] [Accepted: 02/07/2022] [Indexed: 11/26/2022]
Abstract
External ear melanoma (EEM) belongs to extremely rare melanoma locations. So far, only single cases of EEM have been described in terms of dermoscopic presentations. This case study report presents dermoscopic patterns of EEM in six patients. The retrospective case study was based on medical documentation (epidemiological, anamnestic, clinical, videodermoscopic, and histopathologic) of consecutive patients who were diagnosed with melanoma located on the external ear between January 2013 and May 2021 in three diagnostic dermatologic centers. In four of six cases, the melanoma was placed on the helix. The histopathological diagnoses included 1/6 lentigo maligna and 5/6 invasive melanomas. The dermoscopic pattern of facial melanoma (FM) was present in 3/6 cases, 1/6 exhibited the typical superficial spreading pattern (one with nodular invasion), 1/6 the multicomponent asymmetric pattern, and 1/6 the hypomelanotic type. Five melanomas presented numerous (3-6) dermoscopic structures characteristic for each dermoscopic subtype. In conclusion, dermoscopy has proved effective for detection of both difficult and easy-to-diagnose EEM, but also in differentiating their dermoscopic subtypes.
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Affiliation(s)
- Grazyna Kaminska-Winciorek
- Department of Bone Marrow Transplantation and Hematology-Oncology, Skin Cancer and Melanoma Team, Maria Sklodowska-Curie National Research Institute of Oncology, Gliwice Branch, Ul. Wybrzeze Armii Krajowej 15, 44-101, Gliwice, Poland.
- Center of Diagnostics and Treatment of Skin Diseases, All4Skin, Katowice, Poland.
| | - M Slowinska
- Department of Dermatology, Military Institute of Medicine, Warsaw, Poland
- Evimed Medical Center, Private Dermatologic Practice, Warsaw, Poland
| | - J Krotowski
- Department of Dermatology, Military Institute of Medicine, Warsaw, Poland
- Krotowscy Clinic, Pabianice, Poland
| | - A Nasierowska-Guttmejer
- Department of Pathomorphology, Central Clinical Hospital of Ministry of Internal Affairs and Administrative, Warsaw, Poland
- Faculty of Medicine, Lazarski University, Warsaw, Poland
| | - J Musial
- Department of Pathomorphology, Central Clinical Hospital of the Medical University of Lodz, Lodz, Poland
| | - B Cybulska-Stopa
- Clinical Oncology Department, Maria Sklodowska-Curie National Research Institute of Oncology, Cracow Branch, Cracow, Poland
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11
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Williams NM, Rojas KD, Reynolds JM, Kwon D, Shum-Tien J, Jaimes N. Assessment of Diagnostic Accuracy of Dermoscopic Structures and Patterns Used in Melanoma Detection: A Systematic Review and Meta-analysis. JAMA Dermatol 2021; 157:1078-1088. [PMID: 34347005 DOI: 10.1001/jamadermatol.2021.2845] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Importance Dermoscopy increases the diagnostic accuracy for melanoma. However, the accuracy of individual structures and patterns used in melanoma detection has not been systematically evaluated. Objective To assess the diagnostic accuracy of individual dermoscopic structures and patterns used in melanoma detection. Data Sources A search of Ovid Medline, Embase, Cochrane CENTRAL, Scopus, and Web of Science was conducted from inception to July 2020. Study Selection Studies evaluating the dermoscopic structures and patterns among melanomas in comparison with nonmelanoma lesions were included. Excluded were studies with fewer than 3 patients, studies in languages other than English or Spanish, studies not reporting dermoscopic structures per lesion type, and studies assessing only nail, mucosal, acral, facial, or metastatic melanomas or melanomas on chronically sun-damaged skin. Multiple reviewers applied these criteria, and 0.7% of studies met selection criteria. Data Extraction and Synthesis The Preferred Reporting Items for Systematic Reviews and Meta-analyses reporting guideline and Meta-analysis of Observational Studies in Epidemiology reporting guideline were followed. Guidelines were applied via independent extraction by multiple observers. Data were pooled using a random-effects model. Main Outcomes and Measures The prespecified outcome measures were diagnostic accuracy (sensitivity and specificity) and risk (odds ratio [OR]) of melanoma for the following dermoscopic structures/patterns: atypical dots/globules, atypical network, blue-white veil, negative network, off-centered blotch, peripheral-tan structureless areas, atypical vessels (eg, linear irregular, polymorphous), pseudopods, streaks, regression (ie, peppering, scarlike areas), shiny white structures, angulated lines, irregular pigmentation, and a multicomponent pattern. Results A total of 40 studies including 22 796 skin lesions and 5736 melanomas were evaluated. The structures and patterns with the highest ORs were shiny white structures (OR, 6.7; 95% CI, 2.5-17.9), pseudopods (OR, 6.7; 95% CI, 2.7-16.1), irregular pigmentation (OR, 6.4; 95% CI, 2.0-20.5), blue-white veil (OR, 6.3; 95% CI, 3.7-10.7), and peppering (OR, 6.3; 95% CI, 2.4-16.1). The structures with the highest specificity were pseudopods (97.3%; 95% CI, 94.3%-98.7%), shiny white structures (93.6%; 95% CI, 85.6%-97.3%), peppering (93.4%; 95% CI, 81.9%-97.8%), and streaks (92.1%; 95% CI, 88.4%-94.7%), whereas features with the highest sensitivity were irregular pigmentation (62.3%; 95% CI, 31.2%-85.8%), blue-white veil (60.6%; 95% CI, 46.7%-72.9%), atypical network (56.8%; 95% CI, 43.6%-69.2%), and a multicomponent pattern (53.7%; 95% CI, 40.4%-66.4%). Conclusions and Relevance The findings of this systematic review and meta-analysis support the diagnostic importance of dermoscopic structures associated with melanoma detection (eg, shiny white structures, blue-white veil), further corroborate the importance of the overall pattern, and may suggest a hierarchy in the significance of these structures and patterns.
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Affiliation(s)
- Natalie M Williams
- Dr Phillip Frost Department of Dermatology and Cutaneous Surgery, University of Miami Miller School of Medicine, Miami, Florida
| | - Kristina D Rojas
- Dr Phillip Frost Department of Dermatology and Cutaneous Surgery, University of Miami Miller School of Medicine, Miami, Florida
| | - John M Reynolds
- Department of Health Informatics, Calder Memorial Library, University of Miami Miller School of Medicine, Miami, Florida
| | - Deukwoo Kwon
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, Florida
| | - Jackie Shum-Tien
- Dr Phillip Frost Department of Dermatology and Cutaneous Surgery, University of Miami Miller School of Medicine, Miami, Florida
| | - Natalia Jaimes
- Dr Phillip Frost Department of Dermatology and Cutaneous Surgery, University of Miami Miller School of Medicine, Miami, Florida.,Sylvester Comprehensive Cancer Center, University of Miami Health System, Miami, Florida
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