Evidence map›Paper›PMID 33762319›Full record

ArticleJournal for immunotherapy of cancer2021

Tumor DNA methylation profiles correlate with response to anti-PD-1 immune checkpoint inhibitor monotherapy in sarcoma patients.

Angelika M Starzer, Anna S Berghoff, Rainer Hamacher, Erwin Tomasich, Katharina Feldmann, Teresa Hatziioannou, Stefan Traint, Wolfgang Lamm, Iris M Noebauer-Huhmann, Julia Furtner and 7 more

Open access · goldAbstract readMulticenter Study
In one paragraph

Article in Journal for immunotherapy of cancer, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
29citing papers in PubMed, 1 pooled it
7.2field-weighted citation impact, top 2% 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

29 citing papers in PubMed, 1 synthesis or guideline pooled it, 49 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Review
  5. Article
  6. Article
  7. Article
  8. The DNA methylation landscape of musculoskeletal sarcomas.Exploration of targeted anti-tumor therapy · 2025
    Review
  9. Review
  10. Impact of anthracycline-based chemotherapy on RB1 gene methylation in peripheral blood leukocytes and biomarkers of oxidative stress and inflammation in sarcoma patients.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2024
    Article
  11. Article
  12. Article
  13. Review
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  15. Review
  16. Advances in Osteosarcoma.Current osteoporosis reports · 2023
    Review
  17. Strategies to Overcome Resistance to Immune-Based Therapies in Osteosarcoma.International journal of molecular sciences · 2023
    Review
  18. Intratumoral NKp46Frontiers in immunology · 2023
    Article
  19. Review
  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

17 authors at 5 institutions in 4 countries.

Angelika M StarzerDivision of Oncology, Department of Medicine I, Medical University of Vienna, Vienna, Austria.ORCID 0000-0001-5867-8461
Anna S BerghoffDivision of Oncology, Department of Medicine I, Medical University of Vienna, Vienna, Austria.
Rainer HamacherDepartment of Medical Oncology, Sarcoma Center, West German Cancer Center, University Hospital Essen, University of Duisburg-Essen, Duisburg, Germany.
Erwin TomasichDivision of Oncology, Department of Medicine I, Medical University of Vienna, Vienna, Austria.
Katharina FeldmannDivision of Oncology, Department of Medicine I, Medical University of Vienna, Vienna, Austria.
Teresa HatziioannouDivision of Oncology, Department of Medicine I, Medical University of Vienna, Vienna, Austria.
Stefan TraintDivision of Oncology, Department of Medicine I, Medical University of Vienna, Vienna, Austria.
Wolfgang LammDivision of Oncology, Department of Medicine I, Medical University of Vienna, Vienna, Austria.
Iris M Noebauer-HuhmannDepartment of Biomedical Imaging and Image-guided Therapy, Division of General and Paediatric Radiology, Medical University of Vienna, Vienna, Austria.
Julia FurtnerDepartment of Biomedical Imaging and Image-guided Therapy, Division of General and Paediatric Radiology, Medical University of Vienna, Vienna, Austria.
Leonhard MüllauerDepartment of Pathology, Medical University of Vienna, Vienna, Austria.
Gabriele AmannDepartment of Pathology, Medical University of Vienna, Vienna, Austria.
Sebastian BauerDepartment of Medical Oncology, Sarcoma Center, West German Cancer Center, University Hospital Essen, University of Duisburg-Essen, Duisburg, Germany.
Hans-Ulrich SchildhausInstitute of Pathology, University Hospital Essen, Essen, Germany.
Matthias PreusserDivision of Oncology, Department of Medicine I, Medical University of Vienna, Vienna, Austria.
Gerwin Heller *Division of Oncology, Department of Medicine I, Medical University of Vienna, Vienna, Austria gerwin.heller@meduniwien.ac.at.ORCID 0000-0001-8742-5631
Thomas Brodowicz *Division of Oncology, Department of Medicine I, Medical University of Vienna, Vienna, Austria.
Medical University of Vienna · ATChristian Doppler Laboratory for Thermoelectricity · ATGuided Therapeutics (United States) · USWest Cancer Center · USEssen University Hospital · DE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSome sarcomas respond to immune checkpoint inhibition, but predictive biomarkers are unknown. We analyzed tumor DNA methylation profiles in relation to immunological parameters and response to anti-programmed cell death 1 (anti-PD-1) immune checkpoint inhibitor (ICI) therapy in patients with sarcoma. PATIENTS AND

methodsWe retrospectively identified adult patients who had received anti-PD-1 ICI therapy for recurrent sarcoma in two independent centers. We performed (1) blinded radiological response evaluation according to immune response evaluation criteria in solid tumors (iRECIST) ; (2) tumor DNA methylation profiling of >850,000 probes using Infinium MethylationEPIC microarrays; (3) analysis of tumor-infiltrating immune cell subsets (CD3, CD8, CD45RO, FOXP3) and intratumoral expression of immune checkpoint molecules (PD-L1, PD-1, LAG-3) using immunohistochemistry; and (4) evaluation of blood-based systemic inflammation scores (neutrophil-to-lymphocyte ratio, leucocyte-to-lymphocyte ratio, monocyte-to-lymphocyte ratio, platelet-to-lymphocyte ratio). Response to anti-PD-1 ICI therapy was bioinformatically and statistically correlated with DNA methylation profiles and immunological data.

results35 patients (median age of 50 (23-81) years; 18 females, 17 males; 27 soft tissue sarcomas; 8 osteosarcomas) were included in this study. The objective response rate to anti-PD-1 ICI therapy was 22.9% with complete responses in 3 out of 35 and partial responses in 5 out of 35 patients. Adjustment of DNA methylation data for tumor-infiltrating immune cells resulted in identification of methylation differences between responders and non-responders to anti-PD-1 ICI. 2453 differentially methylated CpG sites (DMPs; 2043 with decreased and 410 with increased methylation) were identified. Clustering of sarcoma samples based on these DMPs revealed two main clusters: methylation cluster 1 (MC1) consisted of 73% responders and methylation cluster 2 (MC2) contained only non-responders to anti-PD-1 ICI. Median progression-free survival from anti-PD-1 therapy start of MC1 and MC2 patients was 16.5 and 1.9 months, respectively (p=0.001). Median overall survival of these patients was 34.4 and 8.0 months, respectively (p=0.029). The most prominent DNA methylation differences were found in pathways implicated in Rap1 signaling, focal adhesion, adherens junction Phosphoinositide 3-kinase (PI3K)-Akt signaling and extracellular matrix (ECM)-receptor interaction.

conclusionsOur data demonstrate that tumor DNA methylation profiles may serve as a predictive marker for response to anti-PD-1 ICI therapy in sarcoma.

Indexed as

DNA MethylationEpigenomeAdultAgedAged, 80 and overAustriaBone NeoplasmsCpG IslandsEpigenomicsFemaleGermanyHumansImmune Checkpoint InhibitorsLymphocytes, Tumor-InfiltratingMaleMiddle AgedImmune Checkpoint InhibitorsPDCD1 protein, humanProgrammed Cell Death 1 Receptorbiomarkersbiostatisticsimmunotherapysarcomatumor

Identifiers

PMID33762319
PMCPMC7993298
OpenAlexW3137212030

What OpenQuestion holds

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LicenceCC BY-NC
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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.