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Celebrating Ulrik Ringborg: Multi-Omics-Based Patient Stratification for Precision Cancer Treatment

ORCID
0000-0002-2176-6158
Affiliation
Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
Teleanu, Maria-Veronica;
ORCID
0000-0002-7684-7801
Affiliation
School of Life Sciences, Technical University Munich, 85354 Freising, Germany
Schneider, Annika;
ORCID
0000-0002-1749-3791
Affiliation
Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT)/University Cancer Center Dresden, a Partnership Between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, Dresden University of Technology (TUD), and Helmholtz-Zentrum Dresden-Rossendorf, 01307 Dresden, Germany
Ball, Claudia R.;
ORCID
0000-0002-8773-1169
Affiliation
National Center for Tumor Diseases (NCT), NCT Heidelberg, a Partnership Between DKFZ and Heidelberg University Hospital, 69120 Heidelberg, Germany
Leber, Mathias Felix;
Affiliation
School of Life Sciences, Technical University Munich, 85354 Freising, Germany
Stange, Christoph;
Affiliation
Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
Krieghoff-Henning, Eva;
Affiliation
Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
Beck, Katja;
Affiliation
Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
Heilig, Christoph E.;
Affiliation
Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
Kreutzfeldt, Simon;
ORCID
0000-0002-9094-1677
Affiliation
School of Life Sciences, Technical University Munich, 85354 Freising, Germany
Kuster, Bernhard;
ORCID
0000-0001-5081-7869
Affiliation
Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
Lipka, Daniel B.;
ORCID
0000-0001-7907-4595
Affiliation
Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
Fröhling, Stefan

Precision oncology is becoming a mainstay in the standard of care for cancer patients. Recent technological advancements have significantly lowered the cost of various tumor profiling approaches, broadening the reach of molecular diagnostics and improving patient access to precision oncology. In parallel, drug development and discovery pipelines continue to evolve, driving targeted therapeutic options forward. Yet, not all patients harboring actionable molecular alterations respond to these interventions, and existing therapies do not cover the entire spectrum of potential molecular targets. In this review, we examine the current suite of omics technologies employed in clinical settings and underscore their roles in deepening our understanding of tumor biology and optimizing patient stratification for targeted treatments. We also highlight relevant precision oncology trials and share our own experiences using multi-omics data within a molecular tumor board framework. Finally, we discuss areas for future exploration aimed at propelling precision oncology to new heights.

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License Holder: © 2025 by the authors.

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