Prediction of resistance to bevacizumab plus FOLFOX in metastatic colorectal cancer—Results of the prospective multicenter PERMAD trial

• Thomas Seufferlein ,

  Contributed equally to this work with: Thomas Seufferlein, Ludwig Lausser, Thomas J. Ettrich, Hans A. Kestler

  Roles Conceptualization, Funding acquisition, Project administration, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: thomas.seufferlein@uniklinik-ulm.de (TS); hans.kestler@uni-ulm.de (HAK)

  Affiliation Department of Internal Medicine I, Ulm University Hospital, Ulm, Germany

  ⨯
• Ludwig Lausser ,

  Contributed equally to this work with: Thomas Seufferlein, Ludwig Lausser, Thomas J. Ettrich, Hans A. Kestler

  Roles Data curation, Formal analysis, Software, Writing – original draft, Writing – review & editing

  Affiliations Institute of Medical Systems Biology, Ulm University, Ulm, Germany, Faculty of Computer Science, Technische Hochschule Ingolstadt, Ingolstadt, Germany

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• Alexander Stein,

  Roles Data curation, Resources

  Affiliation Hematology-Oncology Practice Eppendorf, University Cancer Center Hamburg, Hamburg, Germany

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• Dirk Arnold,

  Roles Data curation, Resources

  Affiliation Asklepios Cancer Center Hamburg, AK Altona, Hamburg, Germany

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• Gerald Prager,

  Roles Data curation, Resources

  Affiliation Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria

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• Stefan Kasper-Virchow,

  Roles Data curation, Resources

  Affiliation Medical Oncology, University Hospital Essen West German Cancer Center, Essen, Germany

  https://orcid.org/0000-0002-5947-8733

  ⨯
• Michael Niedermeier,

  Roles Data curation, Resources

  Affiliation Private Practice, Memmingen, Germany

  ⨯
• Lothar Müller,

  Roles Data curation, Resources

  Affiliation Private Practice, Leer, Germany

  ⨯
• Stefan Kubicka,

  Roles Data curation, Resources

  Affiliation Cancer Center Reutlingen, Reutlingen Hospital, Reutlingen, Germany

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• Alexander König,

  Roles Data curation, Resources

  Affiliation Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Goettingen, Göttingen, Germany

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• Petra Büchner-Steudel,

  Roles Data curation, Resources

  Affiliation Internal Medicine I, Martin-Luther-University Halle-Wittenberg, Halle, Germany

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• Kai Wille,

  Roles Data curation, Resources

  Affiliation Hematology, Oncology, University Hospital Ruhr-University-Bochum, Minden, Germany

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• Andreas W. Berger,

  Roles Data curation, Resources

  Affiliation Department of Internal Medicine I, Ulm University Hospital, Ulm, Germany

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• Angelika M. R. Kestler,

  Roles Data curation, Methodology, Resources, Writing – review & editing

  Affiliation Department of Internal Medicine I, Ulm University Hospital, Ulm, Germany

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• Johann M. Kraus,

  Roles Formal analysis, Methodology, Software, Writing – review & editing

  Affiliation Institute of Medical Systems Biology, Ulm University, Ulm, Germany

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• Silke D. Werle,

  Roles Investigation, Validation, Visualization, Writing – review & editing

  Affiliation Institute of Medical Systems Biology, Ulm University, Ulm, Germany

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• Lukas Perkhofer,

  Roles Data curation, Resources, Writing – review & editing

  Affiliation Department of Internal Medicine I, Ulm University Hospital, Ulm, Germany

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• Thomas J. Ettrich ,

  Contributed equally to this work with: Thomas Seufferlein, Ludwig Lausser, Thomas J. Ettrich, Hans A. Kestler

  Roles Conceptualization, Data curation, Methodology, Project administration, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Internal Medicine I, Ulm University Hospital, Ulm, Germany

  ⨯
•  [ ... ],
• Hans A. Kestler

  Contributed equally to this work with: Thomas Seufferlein, Ludwig Lausser, Thomas J. Ettrich, Hans A. Kestler

  Roles Conceptualization, Data curation, Formal analysis, Project administration, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: thomas.seufferlein@uniklinik-ulm.de (TS); hans.kestler@uni-ulm.de (HAK)

  Affiliation Institute of Medical Systems Biology, Ulm University, Ulm, Germany

  https://orcid.org/0000-0002-4759-5254

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