ArticleFrontiers in immunology2022
Innate immune checkpoint inhibitor resistance is associated with melanoma sub-types exhibiting invasive and de-differentiated gene expression signatures.
Article in Frontiers in immunology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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Who cites it
25 citing papers in PubMed, 39 citations in OpenAlex.
- Integrating tumor and immune cell transcriptomics to predict immune checkpoint inhibitor primary resistance in metastatic melanoma.Oncoimmunology · 2026Article
- Folate metabolism in tumor-associated macrophages drives immunosuppressive function to promote tumor growth.bioRxiv : the preprint server for biology · 2026Article
- Transposable elements and homotypic niches drive immune dynamics and resistance in melanoma epigenetic-based immunotherapy.Science advances · 2026Article
- Reprogramming myeloid cells and restoring T cell fitness in checkpoint inhibitor resistant melanoma patients.Biomarker research · 2026Article
- Epigenetic Deregulation of Transposable Elements Links Developmental Processes and Tumorigenesis.International journal of molecular sciences · 2026Review
- Tumor immune-vascular crosstalk: synergy and translation of immune checkpoint inhibitors and anti-angiogenic agents in melanoma.Frontiers in immunology · 2026Review
- B cell extracellular vesicles influence melanoma response to immune checkpoint therapy.Science advances · 2025Article
- Elevated Transglutaminase-2 in SOX10-Deficient Melanoma Promotes Tumor Onset and Decreases Intratumoral CD4+ T Cells.Cancer research · 2025Article
- LASSO-Driven Selection of Biochemical and Clinical Markers for Primary Resistance to PD-1 Inhibitors in Metastatic Melanoma.Medicina (Kaunas, Lithuania) · 2025Article
- Review
- Improvement of the Anticancer Efficacy of PD-1/PD-L1 Blockade: Advances in Molecular Mechanisms and Therapeutic Strategies.MedComm · 2025Review
- Sensitivity to immune checkpoint inhibitors in BRAF/MEK inhibitor refractory melanoma.Journal for immunotherapy of cancer · 2025Article
- Stromal Expression Profiling Reveals Immune-Driven Adaption to Malignancy in Canine Melanoma Subtypes.Veterinary and comparative oncology · 2025Article
- A novel patient-derived cutaneous melanoma cell line reveals key features of metastatic melanoma.Frontiers in oncology · 2025Article
- Advances in mechanisms and challenges in clinical translation of synergistic nanomaterial-based therapies for melanoma.Frontiers in cell and developmental biology · 2025Review
- A tumor immune microenvironment gene expression signature for predicting prognosis, immunotherapy efficacy, and drug candidates in triple-negative breast cancer.Frontiers in immunology · 2025Article
- Immune Checkpoint Inhibitor Therapy for Metastatic Melanoma: What Should We Focus on to Improve the Clinical Outcomes?International journal of molecular sciences · 2024Review
- Genomic and Epigenomic Biomarkers of Immune Checkpoint Immunotherapy Response in Melanoma: Current and Future Perspectives.International journal of molecular sciences · 2024Review
- Glyco-signatures in patients with advanced lung cancer during anti-PD-1/PD-L1 immunotherapy.Acta biochimica et biophysica Sinica · 2024Article
- Tunable PhenoCycler imaging of the murine pre-clinical tumour microenvironments.Cell & bioscience · 2024Article
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Authors and funding
13 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Melanoma is a highly aggressive skin cancer, which, although highly immunogenic, frequently escapes the body's immune defences. Immune checkpoint inhibitors (ICI), such as anti-PD1, anti-PDL1, and anti-CTLA4 antibodies lead to reactivation of immune pathways, promoting rejection of melanoma. However, the benefits of ICI therapy remain limited to a relatively small proportion of patients who do not exhibit ICI resistance. Moreover, the precise mechanisms underlying innate and acquired ICI resistance remain unclear. Here, we have investigated differences in melanoma tissues in responder and non-responder patients to anti-PD1 therapy in terms of tumour and immune cell gene-associated signatures. We performed multi-omics investigations on melanoma tumour tissues, which were collected from patients before starting treatment with anti-PD1 immune checkpoint inhibitors. Patients were subsequently categorized into responders and non-responders to anti-PD1 therapy based on RECIST criteria. Multi-omics analyses included RNA-Seq and NanoString analysis. From RNA-Seq data we carried out HLA phenotyping as well as gene enrichment analysis, pathway enrichment analysis and immune cell deconvolution studies. Consistent with previous studies, our data showed that responders to anti-PD1 therapy had higher immune scores (median immune score for responders = 0.1335, median immune score for non-responders = 0.05426, p-value = 0.01, Mann-Whitney U two-tailed exact test) compared to the non-responders. Responder melanomas were more highly enriched with a combination of CD8+ T cells, dendritic cells (p-value = 0.03) and an M1 subtype of macrophages (p-value = 0.001). In addition, melanomas from responder patients exhibited a more differentiated gene expression pattern, with high proliferative- and low invasive-associated gene expression signatures, whereas tumours from non-responders exhibited high invasive- and frequently neural crest-like cell type gene expression signatures. Our findings suggest that non-responder melanomas to anti-PD1 therapy exhibit a de-differentiated gene expression signature, associated with poorer immune cell infiltration, which establishes a gene expression pattern characteristic of innate resistance to anti-PD1 therapy. Improved understanding of tumour-intrinsic gene expression patterns associated with response to anti-PD1 therapy will help to identify predictive biomarkers of ICI response and may help to identify new targets for anticancer treatment, especially with a capacity to function as adjuvants to improve ICI outcomes.
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