ArticleMolecular oncology2020
Analysis of DNA methylation patterns in the tumor immune microenvironment of metastatic melanoma.
Article in Molecular oncology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.
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Who cites it
33 citing papers in PubMed, 48 citations in OpenAlex.
- Targeting the IL-2 inducible kinase in melanoma; a phase 2 study of ibrutinib in systemic treatment-refractory distant metastatic cutaneous melanoma: preclinical rationale, biology, and clinical activity (NCI9922).Melanoma research · 2021Trial
- BRAF inhibitor resistance in melanoma: from resistance mechanisms to therapeutic innovations.Molecular biomedicine · 2026Review
- IL1RAP Is Associated With an Inflammation-Immunity-Related State in Skin Cutaneous Melanoma: Integrative Evidence From Pan-Cancer Data and Melanoma Immunotherapy Cohorts.International journal of genomics · 2026Article
- PTEN Loss in Triple-Negative Breast Cancer: Integrative Molecular and Clinicopathological Insights.International journal of breast cancer · 2026Article
- Identification of the immune subtypes associated with the prognosis and immunotherapy of metastatic melanoma.Translational cancer research · 2025Article
- MDM2 and DNMT1 inhibitors induce neuroblastoma cell death through p53-dependent and independent pathways.Epigenomics · 2025Article
- DNA methylation in melanoma immunotherapy: mechanisms and therapeutic opportunities.Clinical epigenetics · 2025Review
- DNA Methylation Classes of Stage II and III Primary Melanomas and Their Clinical and Prognostic Significance.JCO precision oncology · 2024Article
- Identification of SLC22A17 DNA methylation hotspot as a potential biomarker in cutaneous melanoma.Journal of translational medicine · 2024Article
- DNA methylation variations of DNA damage response correlate survival and local immune status in melanomas.Immunity, inflammation and disease · 2024Article
- Identification of a CpG-based signature coupled with gene expression as prognostic indicators for melanoma: a preliminary study.Scientific reports · 2024Article
- Tissue of origin prediction for cancer of unknown primary using a targeted methylation sequencing panel.Clinical epigenetics · 2024Article
- Role of DNA Methylation Profiles as Potential Biomarkers and Novel Therapeutic Targets in Head and Neck Cancer.Cancers · 2023Review
- High Expression of Ten Eleven Translocation 1 Is Associated with Poor Prognosis in Hepatocellular Carcinoma.Mediators of inflammation · 2023Article
- DNA promoter hypermethylation of melanocyte lineage genes determines melanoma phenotype.JCI insight · 2022Article
- Article
- Integrated investigation of DNA methylation, gene expression and immune cell population revealed immune cell infiltration associated with atherosclerotic plaque formation.BMC medical genomics · 2022Article
- A pan-tissue DNA methylation atlas enables in silico decomposition of human tissue methylomes at cell-type resolution.Nature methods · 2022Article
- Pan-Cancer Analysis of the Characteristics of LY96 in Prognosis and Immunotherapy Across Human Cancer.Frontiers in molecular biosciences · 2022Article
- Inhibiting Histone and DNA Methylation Improves Cancer Vaccination in an Experimental Model of Melanoma.Frontiers in immunology · 2022Article
Corrections and comments
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Authors and funding
14 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The presence of immune cells in the tumor microenvironment has been associated with response to immunotherapies across several cancer types, including melanoma. Despite its therapeutic relevance, characterization of the melanoma immune microenvironments remains insufficiently explored. To distinguish the immune microenvironment in a cohort of 180 metastatic melanoma clinical specimens, we developed a method using promoter CpG methylation of immune cell type-specific genes extracted from genome-wide methylation arrays. Unsupervised clustering identified three immune methylation clusters with varying levels of immune CpG methylation that are related to patient survival. Matching protein and gene expression data further corroborated the identified epigenetic characterization. Exploration of the possible immune exclusion mechanisms at play revealed likely dependency on MITF protein level and PTEN loss-of-function events for melanomas unresponsive to immunotherapies (immune-low). To understand whether melanoma tumors resemble other solid tumors in terms of immune methylation characteristics, we explored 15 different solid tumor cohorts from TCGA. Low-dimensional projection based on immune cell type-specific methylation revealed grouping of the solid tumors in line with melanoma immune methylation clusters rather than tumor types. Association of survival outcome with immune cell type-specific methylation differed across tumor and cell types. However, in melanomas immune cell type-specific methylation was associated with inferior patient survival. Exploration of the immune methylation patterns in a pan-cancer context suggested that specific immune microenvironments might occur across the cancer spectrum. Together, our findings underscore the existence of diverse immune microenvironments, which may be informative for future immunotherapeutic applications.
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