Recent studies have significantly advanced our understanding of immunotherapy in melanoma, particularly focusing on immune checkpoint inhibitors (ICIs) and their efficacy in diverse patient populations. A notable report examined the safety and activity of ICIs in people living with HIV and cancer, revealing that outcomes were comparable between those with and without HIV, suggesting that HIV status should not exclude patients from ICI trials (ref: El Zarif doi.org/10.1200/JCO.22.02459/). Additionally, a study on early mortality in patients treated with ICIs highlighted that a substantial number of patients died shortly after treatment initiation, prompting further investigation into factors contributing to early mortality (ref: Raphael doi.org/10.1093/jnci/). The metabolic environment of tumors has also been a focal point, with research indicating that tumor-specific peroxynitrite overproduction can disrupt metabolic homeostasis, thereby enhancing the effectiveness of immunotherapy (ref: Yang doi.org/10.1002/adma.202301455/). Furthermore, the role of the tumor microenvironment in influencing responses to ICIs has been underscored, with findings suggesting that metabolic stress levels correlate with tumor growth and immunosuppression (ref: Evans doi.org/10.1093/jnci/). These studies collectively emphasize the need for a deeper understanding of the interplay between immune responses and tumor metabolism to optimize therapeutic strategies in melanoma.