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Samarin J, Fabrowski P, Kurilov R, Nuskova H, Hummel-Eisenbeiss J, Pink H, Li N, Weru V, Alborzinia H, Yildiz U, Grob L, Taubert M, Czech M, Morgen M, Brandstädter C, Becker K, Mao L, Jayavelu AK, Goncalves A, Uhrig U, Seiler J, Lyu Y, Diederichs S, Klingmüller U, Muckenthaler M, Kopp-Schneider A, Teleman A, Miller AK, Gunkel N. Low level of antioxidant capacity biomarkers but not target overexpression predicts vulnerability to ROS-inducing drugs. Redox Biol 2023; 62:102639. [PMID: 36958250 PMCID: PMC10053401 DOI: 10.1016/j.redox.2023.102639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 02/13/2023] [Accepted: 02/14/2023] [Indexed: 02/25/2023] Open
Abstract
Despite a strong rationale for why cancer cells are susceptible to redox-targeting drugs, such drugs often face tumor resistance or dose-limiting toxicity in preclinical and clinical studies. An important reason is the lack of specific biomarkers to better select susceptible cancer entities and stratify patients. Using a large panel of lung cancer cell lines, we identified a set of "antioxidant-capacity" biomarkers (ACB), which were tightly repressed, partly by STAT3 and STAT5A/B in sensitive cells, rendering them susceptible to multiple redox-targeting and ferroptosis-inducing drugs. Contrary to expectation, constitutively low ACB expression was not associated with an increased steady state level of reactive oxygen species (ROS) but a high level of nitric oxide, which is required to sustain high replication rates. Using ACBs, we identified cancer entities with a high percentage of patients with favorable ACB expression pattern, making it likely that more responders to ROS-inducing drugs could be stratified for clinical trials.
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Affiliation(s)
- Jana Samarin
- Cancer Drug Development, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Piotr Fabrowski
- Cancer Drug Development, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Roman Kurilov
- Applied Bioinformatics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Hana Nuskova
- Cancer Drug Development, German Cancer Research Center (DKFZ), Heidelberg, Germany; Division of Signal Transduction in Cancer and Metabolism, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Hannelore Pink
- Cancer Drug Development, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Nan Li
- Somatic Evolution and Early Detection, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Vivienn Weru
- Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Hamed Alborzinia
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Umut Yildiz
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Laura Grob
- Cancer Drug Development, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Minerva Taubert
- Cancer Drug Development, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Marie Czech
- Cancer Drug Development, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Michael Morgen
- Cancer Drug Development, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Christina Brandstädter
- Biochemistry and Molecular Biology, Interdisciplinary Research Center, Justus Liebig University, Giessen, Germany
| | - Katja Becker
- Biochemistry and Molecular Biology, Interdisciplinary Research Center, Justus Liebig University, Giessen, Germany
| | - Lianghao Mao
- Proteomics and Cancer Cell Signaling Group, CCU Pediatric Leukemia, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ashok Kumar Jayavelu
- Proteomics and Cancer Cell Signaling Group, CCU Pediatric Leukemia, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Angela Goncalves
- Somatic Evolution and Early Detection, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ulrike Uhrig
- Chemical Biology Core Facility, EMBL, Heidelberg, Germany
| | - Jeanette Seiler
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Yanhong Lyu
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany; Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Freiburg, Germany
| | - Sven Diederichs
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany; Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Freiburg, Germany
| | - Ursula Klingmüller
- Division of Systems Biology of Signal Transduction, German Cancer Research Center (DKFZ), Heidelberg, Germany; Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
| | - Martina Muckenthaler
- Department of Pediatric Hematology, Oncology and Immunology, University of Heidelberg, Heidelberg, Germany
| | | | - Aurelio Teleman
- Division of Signal Transduction in Cancer and Metabolism, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Aubry K Miller
- Cancer Drug Development, German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Nikolas Gunkel
- Cancer Drug Development, German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany.
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