Pipeline Olympics: continuable benchmarking of computational workflows for DNA methylation sequencing data against an experimental gold standard.
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| Title: | Pipeline Olympics: continuable benchmarking of computational workflows for DNA methylation sequencing data against an experimental gold standard. |
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| Authors: | Lin YY; Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany., Breuer K; Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany., Weichenhan D; Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany., Lafrenz P; Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany., Sarnataro A; Department of Oncology, KU Leuven, 3000 Leuven, Belgium., Wilk A; Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany., Chepeleva M; Multiomics Data Science Research Group, Department of Cancer Research, Luxembourg Institute of Health, 1445 Strassen, Luxembourg., Mücke O; Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany., Schönung M; Section of Translational Cancer Epigenomics, Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, 69120 Heidelberg, Germany., Petermann F; NGS Core Facility, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany., Kensche PR; Omics-IT and Data Management Core Facility (ODCF), German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany., Weiser L; Omics-IT and Data Management Core Facility (ODCF), German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany., Thommen F; Omics-IT and Data Management Core Facility (ODCF), German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany., Giacomelli G; Berlin Institute of Health, University Hospital Charité, 10178 Berlin, Germany., Nordstroem K; Department of EpiGenetics, Saarland University, 66123 Saarbrücken, Germany., Gonzalez-Avalos E; Division of Signaling and Gene Expression, La Jolla Institute for Immunology, La Jolla, CA 92037, United States., Merkel A; Bioinformatics Development and Statistical Genomics, Center for Genomic Regulation (CRG), Centro Nacional de Análisis Genómico (CNAG), 08028 Barcelona, Spain.; Josep Carreras Leukaemia Research Institute (IJC), 08916 Badalona, Catalonia, Spain., Kretzmer H; LIFE-Leipzig Research Center for Civilization Diseases, University Leipzig, 04103 Leipzig, Germany.; Max-Planck Institute for Molecular Genetics, 14195 Berlin, Germany., Fischer J; Department for Computer Vision and Machine Learning, Max Planck Institute for Informatics, 66123 Saarbrücken, Germany., Krämer S; Section of Translational Cancer Epigenomics, Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.; Biomedical Informatics, Data Mining and Data Analytics, Faculty of Applied Computer Science and Medical Faculty, University of Augsburg,86159 Augsburg, Germany.; Faculty of Biosciences, Heidelberg University, 69120 Heidelberg, Germany., Iskar M; Division of Molecular Genetics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany., Wolf S; NGS Core Facility, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany., Buchhalter I; Omics-IT and Data Management Core Facility (ODCF), German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany., Esteller M; Josep Carreras Leukaemia Research Institute (IJC), 08916 Badalona, Catalonia, Spain.; Institucio Catalana de Recerca i Estudis Avançats (ICREA), 08010 Barcelona, Catalonia, Spain.; Centro de Investigación Biomedica en Red Cancer (CIBERONC), 28029 Madrid, Spain.; Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona (UB), 08036 Barcelona, Catalonia, Spain., Lawerenz C; Berlin Institute of Health, University Hospital Charité, 10178 Berlin, Germany., Twardziok S; Berlin Institute of Health, University Hospital Charité, 10178 Berlin, Germany., Zapatka M; Division of Molecular Genetics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany., Hovestadt V; Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.; Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, United States.; Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, United States., Schlesner M; Biomedical Informatics, Data Mining and Data Analytics, Faculty of Applied Computer Science and Medical Faculty, University of Augsburg,86159 Augsburg, Germany., Schulz MH; Institute for Computational Genomic Medicine, Goethe University,60590 Frankfurt-am-Main, Germany.; German Center for Cardiovascular Research, 60590 Frankfurt-am-Mein, Germany., Hoffmann S; LIFE-Leipzig Research Center for Civilization Diseases, University Leipzig, 04103 Leipzig, Germany.; Computational Biology Group, Leibniz Institute on Aging-Fritz Lipmann Institute and Friedrich Schiller, University of Jena, 07745 Jena, Germany., Gerhauser C; Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany., Walter J; Department of EpiGenetics, Saarland University, 66123 Saarbrücken, Germany., Hartmann M; Section of Translational Cancer Epigenomics, Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, 69120 Heidelberg, Germany., Lipka DB; Section of Translational Cancer Epigenomics, Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, 69120 Heidelberg, Germany.; Faculty of Medicine, Otto-von-Guericke-University,39120 Magdeburg, Germany.; German Cancer Consortium (DKTK), 69120 Heidelberg, Germany., Assenov Y; Department of Mathematics and Technology, RheinAhrCampus Remagen, University of Applied Sciences Koblenz, 53424 Remagen, Germany., Bock C; CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria.; Institute of Artificial Intelligence, Center for Medical Data Science, Medical University of Vienna,1090 Vienna, Austria., Plass C; Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany., Toth R; Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.; Multiomics Data Science Research Group, Department of Cancer Research, Luxembourg Institute of Health, 1445 Strassen, Luxembourg., Lutsik P; Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.; Department of Oncology, KU Leuven, 3000 Leuven, Belgium. |
| Source: | Nucleic acids research [Nucleic Acids Res] 2025 Oct 14; Vol. 53 (19). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Oxford University Press Country of Publication: England NLM ID: 0411011 Publication Model: Print Cited Medium: Internet ISSN: 1362-4962 (Electronic) Linking ISSN: 03051048 NLM ISO Abbreviation: Nucleic Acids Res Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41118575 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Pipeline Olympics: continuable benchmarking of computational workflows for DNA methylation sequencing data against an experimental gold standard. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Lin+YY%22">Lin YY</searchLink>; Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Breuer+K%22">Breuer K</searchLink>; Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Weichenhan+D%22">Weichenhan D</searchLink>; Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Lafrenz+P%22">Lafrenz P</searchLink>; Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Sarnataro+A%22">Sarnataro A</searchLink>; Department of Oncology, KU Leuven, 3000 Leuven, Belgium.<br /><searchLink fieldCode="AU" term="%22Wilk+A%22">Wilk A</searchLink>; Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Chepeleva+M%22">Chepeleva M</searchLink>; Multiomics Data Science Research Group, Department of Cancer Research, Luxembourg Institute of Health, 1445 Strassen, Luxembourg.<br /><searchLink fieldCode="AU" term="%22Mücke+O%22">Mücke O</searchLink>; Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Schönung+M%22">Schönung M</searchLink>; Section of Translational Cancer Epigenomics, Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, 69120 Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Petermann+F%22">Petermann F</searchLink>; NGS Core Facility, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Kensche+PR%22">Kensche PR</searchLink>; Omics-IT and Data Management Core Facility (ODCF), German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Weiser+L%22">Weiser L</searchLink>; Omics-IT and Data Management Core Facility (ODCF), German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Thommen+F%22">Thommen F</searchLink>; Omics-IT and Data Management Core Facility (ODCF), German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Giacomelli+G%22">Giacomelli G</searchLink>; Berlin Institute of Health, University Hospital Charité, 10178 Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Nordstroem+K%22">Nordstroem K</searchLink>; Department of EpiGenetics, Saarland University, 66123 Saarbrücken, Germany.<br /><searchLink fieldCode="AU" term="%22Gonzalez-Avalos+E%22">Gonzalez-Avalos E</searchLink>; Division of Signaling and Gene Expression, La Jolla Institute for Immunology, La Jolla, CA 92037, United States.<br /><searchLink fieldCode="AU" term="%22Merkel+A%22">Merkel A</searchLink>; Bioinformatics Development and Statistical Genomics, Center for Genomic Regulation (CRG), Centro Nacional de Análisis Genómico (CNAG), 08028 Barcelona, Spain.; Josep Carreras Leukaemia Research Institute (IJC), 08916 Badalona, Catalonia, Spain.<br /><searchLink fieldCode="AU" term="%22Kretzmer+H%22">Kretzmer H</searchLink>; LIFE-Leipzig Research Center for Civilization Diseases, University Leipzig, 04103 Leipzig, Germany.; Max-Planck Institute for Molecular Genetics, 14195 Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Fischer+J%22">Fischer J</searchLink>; Department for Computer Vision and Machine Learning, Max Planck Institute for Informatics, 66123 Saarbrücken, Germany.<br /><searchLink fieldCode="AU" term="%22Krämer+S%22">Krämer S</searchLink>; Section of Translational Cancer Epigenomics, Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.; Biomedical Informatics, Data Mining and Data Analytics, Faculty of Applied Computer Science and Medical Faculty, University of Augsburg,86159 Augsburg, Germany.; Faculty of Biosciences, Heidelberg University, 69120 Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Iskar+M%22">Iskar M</searchLink>; Division of Molecular Genetics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Wolf+S%22">Wolf S</searchLink>; NGS Core Facility, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Buchhalter+I%22">Buchhalter I</searchLink>; Omics-IT and Data Management Core Facility (ODCF), German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Esteller+M%22">Esteller M</searchLink>; Josep Carreras Leukaemia Research Institute (IJC), 08916 Badalona, Catalonia, Spain.; Institucio Catalana de Recerca i Estudis Avançats (ICREA), 08010 Barcelona, Catalonia, Spain.; Centro de Investigación Biomedica en Red Cancer (CIBERONC), 28029 Madrid, Spain.; Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona (UB), 08036 Barcelona, Catalonia, Spain.<br /><searchLink fieldCode="AU" term="%22Lawerenz+C%22">Lawerenz C</searchLink>; Berlin Institute of Health, University Hospital Charité, 10178 Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Twardziok+S%22">Twardziok S</searchLink>; Berlin Institute of Health, University Hospital Charité, 10178 Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Zapatka+M%22">Zapatka M</searchLink>; Division of Molecular Genetics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Hovestadt+V%22">Hovestadt V</searchLink>; Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.; Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, United States.; Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, United States.<br /><searchLink fieldCode="AU" term="%22Schlesner+M%22">Schlesner M</searchLink>; Biomedical Informatics, Data Mining and Data Analytics, Faculty of Applied Computer Science and Medical Faculty, University of Augsburg,86159 Augsburg, Germany.<br /><searchLink fieldCode="AU" term="%22Schulz+MH%22">Schulz MH</searchLink>; Institute for Computational Genomic Medicine, Goethe University,60590 Frankfurt-am-Main, Germany.; German Center for Cardiovascular Research, 60590 Frankfurt-am-Mein, Germany.<br /><searchLink fieldCode="AU" term="%22Hoffmann+S%22">Hoffmann S</searchLink>; LIFE-Leipzig Research Center for Civilization Diseases, University Leipzig, 04103 Leipzig, Germany.; Computational Biology Group, Leibniz Institute on Aging-Fritz Lipmann Institute and Friedrich Schiller, University of Jena, 07745 Jena, Germany.<br /><searchLink fieldCode="AU" term="%22Gerhauser+C%22">Gerhauser C</searchLink>; Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Walter+J%22">Walter J</searchLink>; Department of EpiGenetics, Saarland University, 66123 Saarbrücken, Germany.<br /><searchLink fieldCode="AU" term="%22Hartmann+M%22">Hartmann M</searchLink>; Section of Translational Cancer Epigenomics, Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, 69120 Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Lipka+DB%22">Lipka DB</searchLink>; Section of Translational Cancer Epigenomics, Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, 69120 Heidelberg, Germany.; Faculty of Medicine, Otto-von-Guericke-University,39120 Magdeburg, Germany.; German Cancer Consortium (DKTK), 69120 Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Assenov+Y%22">Assenov Y</searchLink>; Department of Mathematics and Technology, RheinAhrCampus Remagen, University of Applied Sciences Koblenz, 53424 Remagen, Germany.<br /><searchLink fieldCode="AU" term="%22Bock+C%22">Bock C</searchLink>; CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, Austria.; Institute of Artificial Intelligence, Center for Medical Data Science, Medical University of Vienna,1090 Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Plass+C%22">Plass C</searchLink>; Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Toth+R%22">Toth R</searchLink>; Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.; Multiomics Data Science Research Group, Department of Cancer Research, Luxembourg Institute of Health, 1445 Strassen, Luxembourg.<br /><searchLink fieldCode="AU" term="%22Lutsik+P%22">Lutsik P</searchLink>; Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.; Department of Oncology, KU Leuven, 3000 Leuven, Belgium. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%220411011%22">Nucleic acids research</searchLink> [Nucleic Acids Res] 2025 Oct 14; Vol. 53 (19). – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Oxford+University+Press%22">Oxford University Press </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>0411011 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1362-4962 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2203051048%22">03051048 </searchLink><i>NLM ISO Abbreviation: </i>Nucleic Acids Res <i>Subsets: </i>MEDLINE |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1093/nar/gkaf970 Languages: – Code: eng Text: English Titles: – TitleFull: Pipeline Olympics: continuable benchmarking of computational workflows for DNA methylation sequencing data against an experimental gold standard. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Lin YY – PersonEntity: Name: NameFull: Breuer K – PersonEntity: Name: NameFull: Weichenhan D – PersonEntity: Name: NameFull: Lafrenz P – PersonEntity: Name: NameFull: Sarnataro A – PersonEntity: Name: NameFull: Wilk A – PersonEntity: Name: NameFull: Chepeleva M – PersonEntity: Name: NameFull: Mücke O – PersonEntity: Name: NameFull: Schönung M – PersonEntity: Name: NameFull: Petermann F – PersonEntity: Name: NameFull: Kensche PR – PersonEntity: Name: NameFull: Weiser L – PersonEntity: Name: NameFull: Thommen F – PersonEntity: Name: NameFull: Giacomelli G – PersonEntity: Name: NameFull: Nordstroem K – PersonEntity: Name: NameFull: Gonzalez-Avalos E – PersonEntity: Name: NameFull: Merkel A – PersonEntity: Name: NameFull: Kretzmer H – PersonEntity: Name: NameFull: Fischer J – PersonEntity: Name: NameFull: Krämer S – PersonEntity: Name: NameFull: Iskar M – PersonEntity: Name: NameFull: Wolf S – PersonEntity: Name: NameFull: Buchhalter I – PersonEntity: Name: NameFull: Esteller M – PersonEntity: Name: NameFull: Lawerenz C – PersonEntity: Name: NameFull: Twardziok S – PersonEntity: Name: NameFull: Zapatka M – PersonEntity: Name: NameFull: Hovestadt V – PersonEntity: Name: NameFull: Schlesner M – PersonEntity: Name: NameFull: Schulz MH – PersonEntity: Name: NameFull: Hoffmann S – PersonEntity: Name: NameFull: Gerhauser C – PersonEntity: Name: NameFull: Walter J – PersonEntity: Name: NameFull: Hartmann M – PersonEntity: Name: NameFull: Lipka DB – PersonEntity: Name: NameFull: Assenov Y – PersonEntity: Name: NameFull: Bock C – PersonEntity: Name: NameFull: Plass C – PersonEntity: Name: NameFull: Toth R – PersonEntity: Name: NameFull: Lutsik P IsPartOfRelationships: – BibEntity: Dates: – D: 14 M: 10 Text: 2025 Oct 14 Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 1362-4962 Numbering: – Type: volume Value: 53 – Type: issue Value: 19 Titles: – TitleFull: Nucleic acids research Type: main |
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