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In this study, only European-ancestry females showed a linear increase in cutaneous malignant melanoma risk with age, potentially due to the loss of HPV-infected androgenic follicles after menopause.

This study found that an ML model incorporating factors like Breslow thickness and age improved cutaneous malignant melanoma prognosis predictions compared to TNM staging, with a C-index of 80% versus 66.6% for TNM alone, suggesting ML's potential for personalized prognostication.

In this study, multiple cutaneous adverse effects were observed in patients with metastatic malignant melanoma receiving BRAF inhibitors, but most were well managed with appropriate treatment.

This study found that 87% of patients with stage IIA and IIB melanoma treated with low-dose alpha-interferon reported cutaneous side effects, with the most common being hair loss.

This paper explores the relationship between the dermal extracellular matrix and cutaneous malignant melanoma, suggesting that ECM involvement may play a key role in the cancer's growth, invasiveness, and initial metastasis.