News and Events

Early melanoma invasivity correlates with gut fungal and bacterial profiles

11 August 2021

This recent study investigated the gut fungal and bacterial composition in early-stage melanoma and correlated microbial profiles with histopathological features. It concludes that gut microbiota composition in early-stage melanoma changes along the gradient from in situ to invasive (and metastatic) melanoma. Changes in the microbiota and mycobiota are correlated to the histological features of early-stage melanoma, and to the clinical course and response to immune therapies of advanced stage melanoma, through a direct or indirect immunomodulation.

Integrating patient data into skin cancer classification using convolutional neural networks: systematic review

11 August 2021

This systematic review focuses on the current research investigating the impact of merging information from image features and patient data on the performance of convolutional neural networks (CNN)-based skin cancer image classification. The study indicates the potential benefits of integrating patient data into CNN-based diagnostic algorithms. Further exploratory analyses in this promising field may optimize patient data integration into CNN-based skin cancer diagnostics for patients’ benefits.

Differences between mutation profile of acral nevi and acral melanoma

27 July 2021

In this recent cohort study, nevi arising on mostly sun-protected acral skin showed a rate of BRAF mutation similar to that of acquired nevi on sun-exposed skin but far higher than that of acral melanoma. These findings are in contrast to the well-characterized mutational landscape of acral melanoma.