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Updated: Dec 18, 2025

Experimental Melanoma Immunotherapy Model Using Tumor Vaccination with a Hematopoietic Cytokine
Published on: February 24, 2023
Biological Factors behind Melanoma Response to Immune Checkpoint Inhibitors
Magdalena Olbryt1, Marcin Rajczykowski1, Wiesława Widłak1
1Maria Skłodowska-Curie National Research Institute of Oncology, Gliwice Branch, Wybrzeze Armii Krajowej 15, 44-102 Gliwice, Poland.
Abstract:
Modern immunotherapy together with targeted therapy has revolutionized the treatment of advanced melanoma. Inhibition of immune checkpoints significantly improved the median overall survival and gave hope to many melanoma patients. However, this treatment has three serious drawbacks: high cost, serious side effects, and an effectiveness limited only to approximately 50% of patients. Some patients do not derive any or short-term benefit from this treatment due to primary or secondary resistance. The response to immunotherapy depends on many factors that fall into three main categories: those associated with melanoma cells, those linked to a tumor and its microenvironment, and those classified as individual ontogenic and physiological features of the patient. The first category comprises expression of PD-L1 and HLA proteins on melanoma cells as well as genetic/genomic metrics such as mutational load, (de)activation of specific signaling pathways and epigenetic factors. The second category is the inflammatory status of the tumor: "hot" versus "cold" (i.e., high versus low infiltration of immune cells). The third category comprises metabolome and single nucleotide polymorphisms of specific genes. Here we present up-to-date data on those biological factors influencing melanoma response to immunotherapy with a special focus on signaling pathways regulating the complex process of anti-tumor immune response. We also discuss their potential predictive capacity.
Insights
Immunotherapy offers hope for advanced melanoma but faces resistance. Understanding melanoma cell, tumor microenvironment, and patient factors can predict treatment response.
Area of Science:
- Oncology
- Immunology
- Dermatology
Background:
- Advanced melanoma treatment has been revolutionized by immunotherapy and targeted therapy.
- Immune checkpoint inhibitors significantly improve survival but are effective in only ~50% of patients.
- Primary or secondary resistance limits the effectiveness of immunotherapy for many melanoma patients.
Purpose of the Study:
- To present current data on biological factors influencing melanoma response to immunotherapy.
- To focus on signaling pathways regulating anti-tumor immune response.
- To discuss the predictive capacity of these biological factors.
Main Methods:
- Review of current data on biological factors affecting immunotherapy response.
- Analysis of factors related to melanoma cells (PD-L1, HLA, mutational load, signaling pathways, epigenetics).
- Evaluation of tumor microenvironment (inflammatory status, immune cell infiltration) and patient-specific features (metabolome, SNPs).
Main Results:
- Response to immunotherapy is influenced by melanoma cell characteristics, tumor microenvironment, and patient-specific factors.
- Key factors include PD-L1 and HLA expression, mutational load, signaling pathway activity, tumor "hot" or "cold" status, and patient metabolome/genetics.
- Signaling pathways play a crucial role in regulating the anti-tumor immune response.
Conclusions:
- Biological factors offer potential for predicting melanoma response to immunotherapy.
- Further research into these factors can help personalize treatment strategies.
- Understanding resistance mechanisms is key to improving patient outcomes in advanced melanoma.
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