Prediction of melanoma Breslow thickness using deep transfer learning algorithms.

BACKGROUND: The distinction between in situ melanoma (MIS) and invasive melanoma is challenging even for expert dermatologists. The use of pretrained convolutional neural networks (CNNs) as ancillary decision systems needs further research. AIM: To develop, validate and compare three deep transfer learning (DTL) algorithms to predict MIS vs. invasive melanoma and melanoma with a Breslow thickness (BT) of < 0.8 mm vs. ≥ 0.8 mm. METHODS: A dataset of 1315 dermoscopic images of histopathologically confirmed melanomas was created from Virgen del Rocio University Hospital and open repositories of the International Skin Imaging Collaboration archive and Polesie S et al. (Dermatol Pract Concept 2021; 11:e2021079). The images were labelled as MIS or invasive melanoma and < 0.8 mm or ≥ 0.8 mm of BT. We conducted three trainings, and overall means for receiver operating characteristic (ROC) curves, sensitivity, specificity, positive and negative predictive value, and balanced diagnostic accuracy outcomes were evaluated on the test set with ResNetV2, EfficientNetB6 and InceptionV3. The results of 10 dermatologists were compared with the algorithms. Grad-CAM gradient maps were generated, highlighting relevant areas considered by the CNNs within the images. RESULTS: EfficientNetB6 achieved the highest diagnostic accuracy for the comparison between MIS vs. invasive melanoma (61%) and BT < 0.8 mm vs. ≥ 0.8 mm (75%). For the BT comparison, ResNetV2 with an area under the ROC curve of 0.76 and InceptionV3 with an area under the ROC curve of 0.75, outperformed the results obtained by the dermatologist group with an area under the ROC curve of 0.70. CONCLUSION: EfficientNetB6 recorded the best prediction results, outperforming the dermatologists for the comparison of 0.8 mm of BT. DTL could be an ancillary aid to support dermatologists' decisions in the near future.

Dropout Rate in Digital Health Interventions for the Prevention of Skin Cancer: Systematic Review, Meta-analysis, and Metaregression.

BACKGROUND: Digital strategies are innovative approaches to the prevention of skin cancer, but the attrition following this kind of intervention needs to be analyzed. OBJECTIVE: The aim of this paper is to assess the dropouts from studies focused on digital strategies for the prevention of skin cancer. METHODS: We conducted this systematic review with meta-analyses and metaregression according to the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) statements. Search terms for skin cancer, digital strategies, and prevention were combined to search PubMed, Scopus, Web of Science, CINAHL, and Cochrane Library from inception until July 2022. Randomized clinical trials that reported dropouts of participants and compared digital strategies with other interventions to prevent skin cancer in healthy or disease-free participants were included. Two independent reviewers extracted data for analysis. The Revised Cochrane Collaboration Bias tool was employed. We calculated the pooled dropout rate of participants through a meta-analysis of proportions and examined whether dropout was more or less frequent in digital interventions against comparators via an odds ratio (OR) meta-analysis. Data were pooled using a random-effects model. Subgroup meta-analyses were conducted in a meta-analysis of proportions and OR meta-analysis to assess the dropout events when data were sorted by digital interventions or control comparator. A univariate metaregression based on a random-effects model assessed possible moderators of dropout. Participants' dropout rates as pooled proportions were calculated for all groups combined, and the digital and comparator groups separately. OR>1 indicated higher dropouts for digital-based interventions. Metaregressions were performed for age, sex, length of intervention, and sample size. RESULTS: A total of 17 studies were included. The overall pooled dropout rate was 9.5% (95% CI 5.0-17.5). The subgroup meta-analysis of proportions revealed a dropout rate of 11.6% for digital strategies (95% CI 6.8-19.0) and 10.0% for comparators (95% CI 5.5-17.7). A trend of higher dropout rates for digital strategies was observed in the overall (OR 1.16, 95% CI 0.98-1.36) and subgroup OR meta-analysis, but no significant differences were found between the groups. None of the covariates moderated the effect size in the univariate metaregression. CONCLUSIONS: Digital strategies had a higher dropout rate compared to other prevention interventions, but the difference was not significant. Standardization is needed regarding reporting the number of and reasons for dropouts. TRIAL REGISTRATION: International Prospective Register of Systematic Reviews (PROSPERO) CRD42022329669; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=329669.

Systemic sclerosis mortality trends in Spain from 1980 to 2019: age-period-cohort and joinpoint analysis.

BACKGROUND: Systemic sclerosis (SSc) is an autoimmune chronic rheumatic disease with a high mortality rate, which continues to be a challenge for clinicians today. AIM: To assess changes in mortality trends in the Spanish SSc population between 1980 and 2019, taking into account the independent effects of sex, age, time period and birth cohort. METHODS: SSc death records and mid-year population data were collected from the National Statistics Institute. Age-standardized mortality rates were calculated for the overall population and for each sex (male, female) and age group (5-year groups). Significant changes in mortality trends were identified by joinpoint regressions. An age-period-cohort (APC) analysis and potential years of life lost (PYLL) analysis were performed to identify the burden of SSc. RESULTS: Age-standardized mortality rates due to SSc increased from 1.87 (95% CI 1.00-3.02) per 1 000 000 inhabitants between 1980 and 1984, to 2.47 (95% CI 1.74-3.02) per 1 000 000 inhabitants between 2015 and 2019. The relative risk of mortality fell in all groups in cohorts born after 1990. The PYLL rates showed a gradual rise for both sexes. CONCLUSION: There was an increase in overall SSc mortality in Spain during the 39 years evaluated, although there was a progressive drop for men.

Hidradenitis suppurativa and Down syndrome in a single-centre sample: A cross-sectional study.

Down syndrome (DS) has been related to a higher risk of hidradenitis suppurativa (HS). This cross-sectional study assessed DS patients with HS in a Spanish single-centre sample. DS participants presented a lower age of onset, age at diagnosis and time to diagnosis. Also, DS was not associated with the severity of HS measured by baseline IHS4 .

Novel Non-Invasive Quantification and Imaging of Eumelanin and DHICA Subunit in Skin Lesions by Raman Spectroscopy and MCR Algorithm: Improving Dysplastic Nevi Diagnosis.

Malignant melanoma (MM) is the most aggressive form of skin cancer, and around 30% of them may develop from pre-existing dysplastic nevi (DN). Diagnosis of DN is a relevant clinical challenge, as these are intermediate lesions between benign and malignant tumors, and, up to date, few studies have focused on their diagnosis. In this study, the accuracy of Raman spectroscopy (RS) is assessed, together with multivariate analysis (MA), to classify 44 biopsies of MM, DN and compound nevus (CN) tumors. For this, we implement a novel methodology to non-invasively quantify and localize the eumelanin pigment, considered as a tumoral biomarker, by means of RS imaging coupled with the Multivariate Curve Resolution-Alternative Least Squares (MCR-ALS) algorithm. This represents a step forward with respect to the currently established technique for melanin analysis, High-Performance Liquid Chromatography (HPLC), which is invasive and cannot provide information about the spatial distribution of molecules. For the first time, we show that the 5, 6-dihydroxyindole (DHI) to 5,6-dihydroxyindole-2-carboxylic acid (DHICA) ratio is higher in DN than in MM and CN lesions. These differences in chemical composition are used by the Partial Least Squares-Discriminant Analysis (PLS-DA) algorithm to identify DN lesions in an efficient, non-invasive, fast, objective and cost-effective method, with sensitivity and specificity of 100% and 94.1%, respectively.

Non-Melanoma Skin Cancer Mortality in Spain: A Predictive Model up to 2044.

Non-melanoma skin cancers (NMSC) are the most common malignancies worldwide and are, worryingly, increasing in incidence. However, data in the literature on NMSC specific mortality are scarce, because these tumors are excluded from most mortality registries. The main objective of this study is to analyze NMSC's mortality rates and use them to generate a predictive model for the coming years in Spain. Data on mid-year population and death certificates for the period 1979-2019 were obtained from the Spanish National Statistics Institute. The Nordpred program (Cancer Registry of Norway, Oslo, Norway) within statistical program R was used to calculate mortality adjusted rates, as well as the mortality projection with an age-period-cohort model. This is the first study to report a prediction about NMSC mortality in the next years. According to our findings, the number of NMSC deaths in older people will grow in both sexes, especially in those older than >85 years old (y.o.). The age-specific mortality rates of NMSC will tend to stabilize or gradually decrease, with the exception of women between 75-79 y.o., who will present a slight increase at the end of the period. Early prevention and screening of NMSC specifically oriented to this population might change this tendency.

Mortality associated with non-melanoma skin cancer in Spain from 1979 to 2018: trends and age-adjusted rates.

Non-melanoma skin cancers (NMSCs) are the most frequent group of malignant tumours worldwide. Objectives: The aim of the present research was to analyse mortality associated with NMSC in Spain between 1979 and 2018 and highlight changes regarding trend in mortality and differences according to age groups and gender. Death records and mid-year population data were collected from the National Statistics Institute. Age-standardized mortality rates were calculated. Significant changes in mortality trends were identified using Joinpoint regression. The independent effects of age, period and cohort and potential years of life lost due to NMSC were also analysed. Mortality rates associated with NMSC in Spain were reported as 2.49 per 100,000 inhabitants in 1979 (95% CI: 2.24-2.77) and 1.27 per 100,000 inhabitants in 2018 (95% CI; 1.16-1.39) for the overall population. Women who were born after the 70 s showed a significant increase in relative risk of death due to NMSC. Mortality associated with NMSC in Spain shows a decreasing overall trend that appears to have stabilized since 2005, with the exception of women between 35 and 64 years old.

Cutaneous malignant melanoma mortality in Andalusia from 1979 to 2018. Toward new perspectives?

Malignant melanoma accounts for 80% of deaths due to skin cancer. Its incidence is globally increasing. However, melanoma mortality seems to be decreasing. The aim of this study was to analyze mortality rates due to melanoma in Andalusia between 1979 and 2018. Deaths due to melanoma and mid-year population in Andalusia were collected from the National Institute of Statistics. Age-adjusted mortality rates were calculated for overall population and for each sex and age group. Regression models were used to calculate significant points of change. Sex ratio and the independent effects of age, period, and cohort were also analyzed. Age-adjusted mortality due to melanoma rose from 0.61 to 1.94 deaths per 100.000 from 1979 to 2018 for the overall population. A significant change of trends was detected around 1994 when, after a steady rise from 1979, mortality rates stabilized up to the end of the period studied. The cited increase was more pronounced in >64 year males. From the end of the 2000s, there was a decrease in mortality rates to date in all population groups, producing a period effect. A stabilization in melanoma mortality rates was observed in Andalusia from 1994 with a decrease in some groups at the beginning of the 21st century. Trends observed in Andalusia do not differ substantially from those in Spain. The development of new therapies and an earlier diagnosis may have an influence in those changes. Studies that compare differences between Spanish regions are needed to define better prevention strategies.

Primary cutaneous carcinosarcoma: clinical, histological, and immunohistochemical analysis of eight cases.

BACKGROUND: Cutaneous carcinosarcoma is a rare biphasic tumor comprising malignant epithelial and heterologous mesenchymal elements. Data on the clinical and histopathologic characteristics of this tumor are scarce. The objective of this study was to describe the clinicopathologic and immunohistochemical features of cutaneous carcinosarcoma. METHODS: A descriptive retrospective study was conducted in a tertiary care hospital from Spain. We reviewed the records of eight patients with cutaneous carcinosarcoma who were diagnosed from 2009 to 2019. RESULTS: The mean patient age at diagnosis was 72.13 years (range 44-91 years), and there was a male predilection (6 cases). The most common site of cutaneous carcinosarcoma was the head and neck (5 cases). Carcinosarcomas demonstrated variable histopathological and immunohistochemical features. Follow-up was available for 7-8 patients. There were two cases of local recurrence and one case of metastasis. Two patients died from the tumor during the entire follow-up. CONCLUSIONS: Although the number of cases in this study was limited, our results provide valuable insight into the clinical, histopathologic, and immunohistochemical characteristics of primary cutaneous carcinosarcoma.

Trends in mortality from lupus in Spain from 1980 to 2018.

BACKGROUND: Recent studies suggest that Systemic lupus erythematosus (SLE) mortality rates in Spain are decreasing. However, SLE mortality in Spain has been poorly studied. The purpose of study is to assess the temporal trends of mortality rates in the Spanish population with SLE from 1980 to 2018. METHODS: Death records and mid-year population data were collected from the National Statistics Institute. Age-standardized mortality rates were calculated for overall population and for each sex and age group. Significant changes in mortality trends were identified by Joinpoint regressions. Also, an Age-period-cohort (APC) and Potential Years of Life Lost (PYLL) analysis was carried out to know the burden of SLE disease. RESULTS: The overall SLE mortality rates in Spain has experimented an increased through the last 39 years. Mortality rates from the period 1980-1984 was 0.83 per 1.000.000 inhabitants, reaching the value to 1.77 cases per 1.000.000 from the period 2014-2018. A decreasing trend has been observed since 1999. CONCLUSIONS: SLE mortality rate has increased in Spain between 1980 and 1999, with a sustained decrease up to our days.

Expression Pattern of Aquaporin 1 and Aquaporin 3 in Melanocytic and Nonmelanocytic Skin Tumors.

OBJECTIVES: Study of aquaporin 1 (AQP1) and aquaporin 3 (AQP3) expression to understand its potential role in the pathophysiology of skin cancer. METHODS: Analysis of AQP1 and AQP3 expression by immunohistochemistry of 72 skin biopsy specimens from melanocytic skin tumors, nonmelanocytic tumors, or healthy samples. RESULTS: AQP1 showed strong labeling in 100% of benign common melanocytic nevi. Small blood vessels, stroma, and melanophages surrounding different types of melanomas tumors also were positive. Tumoral melanocytes in atypical nevi and melanomas were negative for AQP1. AQP3 showed strong labeling in 100% of melanocytic nevi, 100% of atypical melanocytic nevi, and 100% of melanomas. In all basal cell carcinomas and squamous cell carcinomas, staining for AQP3 was positive. CONCLUSIONS: To our knowledge, this work represents the first demonstration of AQP1/AQP3 expression in human melanocytic skin tumors. More studies are needed to understand the underlying molecular mechanisms of expression of both AQPs in melanocytic tumors and their potential as molecular therapeutic targets.

Nódulo eritematoso en un niño / Erythematous nodule in a child

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Fiebre y lesiones ulceronecróticas en un varón de 38 años / Fever and ulcerative-necrotic lesions in a 38 years old male

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Crioglobulinemia tipo I / Type I cryoglobulinemia

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Linfomas B cutáneos primarios: estudio de 22 casos / Primary cutaneous B-cell lymphomas: study of 22 cases

Introducción y objetivos: El linfoma B cutáneo primario (LBCP) es una neoplasia de muy baja prevalencia y supone un 25% de todos los linfomas cutáneos. Nuestro objetivo era conocer las características epidemiológicas, clínicas e histológicas de los LBCP de nuestra área sanitaria. Métodos: Estudio descriptivo retrospectivo con datos de los pacientes con diagnóstico anatomopatológico de LBCP seguidos entre los años 2004 y 2015 en el Hospital Universitario Virgen del Rocío. Resultados: Se incluyeron 22 casos de pacientes con LBCP. El 65% eran varones frente a un 35% de mujeres. El linfoma centrofolicular supuso el subtipo más frecuente (41%). Tres casos desarrollaron afectación ganglionar y uno, invasión de la médula ósea. Durante el seguimiento se observaron 5 recidivas y un paciente falleció a causa de su LBCP. Discusión y conclusiones: Aportamos una de las primeras series de pacientes con LBCP descritas en población española. La incidencia detectada en nuestra área es similar a las de otras poblaciones descritas en la literatura. Respecto al sexo, la edad, la distribución por subtipos y la presentación clínica e inmunohistoquímica, también se obtuvieron datos similares a los de otras series (AU)

Introduction and objectives: Primary cutaneous B-cell lymphoma (CBCL) is a very low prevalence neoplasm and constitutes 25% of all primary cutaneous lymphomas. Our objective was to discover the epidemiological, clinic and histologic characteristics of CBCL in our area. Methods: Retrospective descriptive study with patients with histologic diagnosis of CBCL followed up in our department between 2004 and 2015. Results: Twenty-two patients with CBCL were included; 65% were men and 35% were women. Follicle centre lymphoma was the most common subtype (41%). Only 3 cases presented with node involvement and one with bone marrow invasion. Five recurrences were detected and one patient died because of the CBCL. Discussion and conclusions: This is one of the first CBCL series in theSpanish population. The incidence, sex, age, subtype distribution, clinical features and immunohistochemical patterns are very similar to those of the other series (AU)

[Primary cutaneous B-cell lymphomas: study of 22 cases]. / Linfomas B cutáneos primarios: estudio de 22 casos.

INTRODUCTION AND OBJECTIVES: Primary cutaneous B-cell lymphoma (CBCL) is a very low prevalence neoplasm and constitutes 25% of all primary cutaneous lymphomas. Our objective was to discover the epidemiological, clinic and histologic characteristics of CBCL in our area. METHODS: Retrospective descriptive study with patients with histologic diagnosis of CBCL followed up in our department between 2004 and 2015. RESULTS: Twenty-two patients with CBCL were included; 65% were men and 35% were women. Follicle centre lymphoma was the most common subtype (41%). Only 3 cases presented with node involvement and one with bone marrow invasion. Five recurrences were detected and one patient died because of the CBCL. DISCUSSION AND CONCLUSIONS: This is one of the first CBCL series in theSpanish population. The incidence, sex, age, subtype distribution, clinical features and immunohistochemical patterns are very similar to those of the other series.

Prevalence of MITF p.E318K in Patients With Melanoma Independent of the Presence of CDKN2A Causative Mutations.

IMPORTANCE: The main high-penetrance melanoma susceptibility gene is CDKN2A, encoding p16INK4A and p14ARF. The gene MITF variant p.E318K also predisposes to melanoma and renal cell carcinoma. To date, the prevalence of MITF p.E318K and its clinical and phenotypical implications has not been previously assessed in a single cohort of Spanish patients with melanoma or in p16INK4A mutation carriers. OBJECTIVES: To evaluate the prevalence of MITF p.E318K in Spanish patients with melanoma and assess the association with clinical and phenotypic features. DESIGN, SETTING, AND PARTICIPANTS: A hospital-based, case-control study was conducted at the Melanoma Unit of Hospital Clinic of Barcelona, with MITF p.E318K genotyped in all patients using TaqMan probes. We included 531 patients: 271 patients with multiple primary melanoma (MPM) without mutations affecting p16INK4A (wild-type p16INK4A); 191 probands from melanoma-prone families with a single melanoma diagnosis and without mutations affecting p16INK4A, and 69 probands from different families carrying CDKN2A mutations affecting p16INK4A. A population-based series of 499 age- and sex-matched cancer-free individuals from the Spanish National Bank of DNA were included as controls. Patients were recruited between January 1, 1992, and June 30, 2014; data analysis was conducted from September 1 to November 30, 2014. MAIN OUTCOMES AND MEASURES: The genetic results of the MITF p.E318K variant were correlated with clinical and phenotypic features. RESULTS: Among the 531 patients, the prevalence of the MITF p.E318K variant was calculated among the different subsets of patients included and was 1.9% (9 of 462) in all melanoma patients with wild-type p16INK4A, 2.6% (7 of 271) in those with MPM, and 2.9% (2 of 69) in the probands of families with p16INK4A mutations. With results reported as odds ratio (95% CI), the MITF p.E318K was associated with an increased melanoma risk (3.3 [1.43-7.43]; P < .01), especially in MPM (4.5 [1.83-11.01]; P < .01) and high nevi count (>200 nevi) (8.4 [2.14-33.19]; P < .01). Two fast-growing melanomas were detected among 2 MITF p.E318K carriers during dermatologic digital follow-up. CONCLUSIONS AND RELEVANCE: In addition to melanoma risk, MITF p.E318K is associated with a high nevi count and could play a role in fast-growing melanomas. Testing for MITF p.E318K should not exclude patients with known mutations in p16INK4A. Strict dermatologic surveillance, periodic self-examination, and renal cell carcinoma surveillance should be encouraged in this context.