Comprehensive pan-cancer analysis of cfDNA methylation marks in tumors reveals complex epigenetic regulatory circuits and diagnostic biomarkers

Author:

Lueong Smiths1ORCID,Metzenmacher Martin2ORCID,Zaun Gregor2,Mayer Gina3,Hemmer Erik4,Lückerath Katharina5,Pomykala Kelsey6,Hegedues Balazs7ORCID,Horn Peter8,Trajkovic-Arsic Marija4,Szarvas Tibor9,Varaljai Renata10ORCID,Keup Corinna11ORCID,Tinhofer-Keilholtz Ingeborg12,George Stephen12,Kasimir-Bauer Sabine11,Peña-Llopis Samuel1ORCID,Kürten Cornelius13,Boosfeld Lukas13,Bruderek Kirsten14,Brandau Sven1ORCID,Darr Christopher9,Hilser Thomas15,Grünwald Viktor9ORCID,Neubauer Hans16ORCID,Esposito Irene17,Fehm Tanja18,Oláh Csilla9,Csizmarik Anita19,Hadaschik Boris20,Thangarajah Fabinshy11,Reetz Laura21,Ghanam Jamal21,Thakur Basant21,Kalkavan Halime22ORCID,Schuler Martin1ORCID,Siveke Jens23ORCID,Schramm Alexander24ORCID,Rösch Alexander25

Affiliation:

1. University Hospital Essen

2. Department of Medical Oncology, West German Cancer Center, University Hospital Essen, Essen, Germany

3. Department of Gynecology and Obstetrics, University Hospital Essen, Essen, Germany

4. Bridge Institute of Experimental Tumor Therapy (BIT), West German Cancer Center, University Hospital Essen, Essen, University Duisburg-Essen, 45147 Essen, Germany

5. Department of Nuclear Medicine, University Hospital Essen, University of Duisburg-Essen, Hufelandstraße 55, D-45147 Essen, Germany

6. Institute for Artificial Intelligence in Medicine, University Hospital Essen, University of Duisburg-Essen, Essen, Germany

7. University Medicine Essen - Ruhrlandklinik

8. Institute for Transfusion Medicine, University Medicine Essen, University Hospital Essen, University Duisburg-Essen, 45147 Essen, Germany

9. Department of Urology, University Hospital Essen, University of Duisburg-Essen, Hufelandstraße 55, D-45147 Essen, Germany

10. Department of Dermatology, University Hospital Essen, West German Cancer Center, University Duisburg-Essen and the German Cancer Consortium (DKTK), Essen, Germany

11. Department of Gynecology and Obstetrics, University Hospital Essen, University of Duisburg-Essen, Essen, Germany

12. Department of Radiooncology and Radiotherapy, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin

13. Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Essen, University Duisburg-Essen, Essen, Germany

14. Experimental and Translational Research, Department of Otorhinolaryngology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany

15. Department of Medical Oncology, West German Cancer Center, University Hospital Essen, University of Duisburg-Essen, Essen, Germany

16. Department of Obstetrics and Gynecology, Medical Faculty and University Hospital of the Heinrich-Heine University, Düsseldorf, Germany

17. Institute of Pathology, University Hospital Duesseldorf, Heinrich-Heine University, Duesseldorf, Germany

18. Klinik für Geburtshilfe und Frauenheilkunde, Universitätsklinikum Düsseldorf, Düsseldorf, Germany

19. Department of Urology, Semmelweis University, Ulloi ut 78/b, 1082 Budapest, Hungary

20. Department of Urology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany

21. Department of Pediatrics III, University Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany

22. University Duisburg-Essen

23. Bridge Institute of Experimental Tumor Therapy, West German Cancer Center, University Hospital Essen

24. University of Duisburg-Essen

25. 11Department of Dermatology, University Hospital Essen, West German Cancer Center, University Duisburg-Essen and the German Cancer Consortium (DKTK), Essen, Germany

Abstract

Abstract DNA methylation is an extensively studied, stable, and fundamental epigenetic alteration in most cancer types1. Single-base-pair resolution analyses of DNA methylation is currently feasible2. Analysis of DNA methylation, in liquid biopsies hold practice-changing potentials3-6. Despite undeniable progress, clinical translation lags behind, mainly due to: 1) Challenges associated with DNA methylation analysis. 2) Fragmentation of circulating cell-free DNA (ccfDNA), worsened by bisulfite treatment. 3) Lack of clinical validation for reported ccfDNA methylation markers. 4) Limited functional characterization of ccfDNA methylation markers in tumors7. We addressed these challenges by creating a comprehensive pan-cancer cfDNA methylation resource, utilizing pools comprising over 140 patient samples and assess the utility of this resource in over 500 patient plasma and tissue samples spanning around 15 cancer entities with different clinical phenotypes and treatment approaches. Furthermore, we developed a pan-cancer enzymatic digital PCR approach and optimized entity-specific assays for ccfDNA methylation scoring. We demonstrated that this resource can profile methylation in unexplored entities, and ccfDNA methylation patterns align with those in tumor samples. Additionally, we unveiled unconventional epigenetic regulation by methylated DNA-binding transcription factors, with tissue- and context-specific and dosage-dependent activities. This work provides a reference resource for identifying minimally invasive epigenetic markers and opens avenues for characterizing methylated DNA-binding transcription factors.

Publisher

Research Square Platform LLC

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