Evidence map›Paper›PMID 32147909›Full record

ArticleMolecular oncology2020

Analysis of DNA methylation patterns in the tumor immune microenvironment of metastatic melanoma.

Shamik Mitra, Martin Lauss, Rita Cabrita, Jiyeon Choi, Tongwu Zhang, Karolin Isaksson, Håkan Olsson, Christian Ingvar, Ana Carneiro, Johan Staaf and 4 more

Open access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
33citing papers in PubMed
3.3field-weighted citation impact, top 6% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

33 citing papers in PubMed, 48 citations in OpenAlex.

  1. Trial
  2. Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Review
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Review
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors at 4 institutions in 2 countries.

Shamik MitraDivision of Oncology and Pathology, Department of Clinical Sciences, Faculty of Medicine, Lund University, Lund, Sweden.ORCID 0000-0001-6995-0600
Martin LaussDivision of Oncology and Pathology, Department of Clinical Sciences, Faculty of Medicine, Lund University, Lund, Sweden.
Rita CabritaDivision of Oncology and Pathology, Department of Clinical Sciences, Faculty of Medicine, Lund University, Lund, Sweden.
Jiyeon ChoiDivision of Cancer Epidemiology and Genetics, National Cancer Institute, Washington, DC, USA.
Tongwu ZhangDivision of Cancer Epidemiology and Genetics, National Cancer Institute, Washington, DC, USA.
Karolin IsakssonDepartment of Surgery, Skåne University Hospital, Lund, Sweden.
Håkan OlssonDivision of Oncology and Pathology, Department of Clinical Sciences, Faculty of Medicine, Lund University, Lund, Sweden.
Christian IngvarDepartment of Surgery, Skåne University Hospital, Lund, Sweden.
Ana CarneiroDepartment of Oncology, Skåne University Hospital, Lund, Sweden.
Johan StaafDivision of Oncology and Pathology, Department of Clinical Sciences, Faculty of Medicine, Lund University, Lund, Sweden.
Markus RingnérDepartment of Biology, National Bioinformatics Infrastructure Sweden, Science for Life Laboratory, Lund University, Lund, Sweden.
Kari NielsenDepartment of Dermatology, Helsingborg General Hospital, Sweden.
Kevin M BrownDivision of Cancer Epidemiology and Genetics, National Cancer Institute, Washington, DC, USA.
Göran JönssonDivision of Oncology and Pathology, Department of Clinical Sciences, Faculty of Medicine, Lund University, Lund, Sweden.ORCID 0000-0001-6865-0147
Lund University · SENational Cancer Institute · USSkåne University Hospital · SEHelsingborgs lasarett · SE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

B-LymphocytesCarcinomaCell Line, TumorCohort StudiesCpG IslandsDatabases, GeneticDendritic CellsDNA MethylationEpigenesis, GeneticGene Expression Regulation, NeoplasticGliomaHumansKiller Cells, NaturalLymphocytesMacrophagesMelanomaMicrophthalmia-Associated Transcription FactorMITF protein, humanPTEN PhosphohydrolasePTEN protein, humanDNA methylationimmune cellsmelanomapan-cancertumor microenvironment

Identifiers

PMID32147909
PMCPMC7191190
OpenAlexW3012313628

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.