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Krumm J, Petrova E, Lechner S, Mergner J, Boehm HH, Prestipino A, Steinbrunn D, Deline ML, Koetzner L, Schindler C, Helming L, Fromme T, Klingenspor M, Hahne H, Pieck JC, Kuster B. High-Throughput Screening and Proteomic Characterization of Compounds Targeting Myeloid-Derived Suppressor Cells. Mol Cell Proteomics 2023; 22:100632. [PMID: 37586548 PMCID: PMC10518717 DOI: 10.1016/j.mcpro.2023.100632] [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] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 08/09/2023] [Accepted: 08/11/2023] [Indexed: 08/18/2023] Open
Abstract
Myeloid-derived suppressor cells (MDSC) are a heterogeneous cell population of incompletely differentiated immune cells. They are known to suppress T cell activity and are implicated in multiple chronic diseases, which make them an attractive cell population for drug discovery. Here, we characterized the baseline proteomes and phospho-proteomes of mouse MDSC differentiated from a progenitor cell line to a depth of 7000 proteins and phosphorylation sites. We also validated the cellular system for drug discovery by recapitulating and identifying known and novel molecular responses to the well-studied MDSC drugs entinostat and mocetinostat. We established a high-throughput drug screening platform using a MDSC/T cell coculture system and assessed the effects of ∼21,000 small molecule compounds on T cell proliferation and IFN-γ secretion to identify novel MDSC modulator. The most promising candidates were validated in a human MDSC system, and subsequent proteomic experiments showed significant upregulation of several proteins associated with the reduction of reactive oxygen species (ROS). Proteome-wide solvent-induced protein stability assays identified Acyp1 and Cd74 as potential targets, and the ROS-reducing drug phenotype was validated by measuring ROS levels in cells in response to compound, suggesting a potential mode of action. We anticipate that the data and chemical tools developed in this study will be valuable for further research on MDSC and related drug discovery.
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Affiliation(s)
- Johannes Krumm
- Chair of Proteomics and Bioanalytics, Technical University of Munich, Freising, Germany
| | - Elissaveta Petrova
- Global Research & Development, Discovery and Development Technologies, Discovery Pharmacology, Healthcare Business of Merck KGaA, Darmstadt, Germany
| | - Severin Lechner
- Chair of Proteomics and Bioanalytics, Technical University of Munich, Freising, Germany
| | - Julia Mergner
- Chair of Proteomics and Bioanalytics, Technical University of Munich, Freising, Germany; Bavarian Center for Biomolecular Mass Spectrometry at Klinikum rechts der Isar (BayBioMS@MRI), Technical University of Munich, Munich, Germany
| | - Hans-Henning Boehm
- Global Research & Development, TIP-Oncology & Immunooncology, Myeloid Cell Research, Healthcare Business of Merck KGaA, Darmstadt, Germany
| | - Alessandro Prestipino
- Global Research & Development, Discovery and Development Technologies, Discovery Pharmacology, Healthcare Business of Merck KGaA, Darmstadt, Germany
| | | | - Marshall L Deline
- Chair of Molecular Nutritional Medicine, TUM School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Lisa Koetzner
- Global Research & Development, Discovery and Development Technologies, Global Medicinal Chemistry, Healthcare Business of Merck KGaA, Darmstadt, Germany
| | - Christina Schindler
- Global Research & Development, Discovery Technologies, Computational Chemistry & Biologics, Healthcare Business of Merck KGaA, Darmstadt, Germany
| | - Laura Helming
- Global Research & Development, TIP-Oncology & Immunooncology, Myeloid Cell Research, Healthcare Business of Merck KGaA, Darmstadt, Germany
| | - Tobias Fromme
- Chair of Molecular Nutritional Medicine, TUM School of Life Sciences, Technical University of Munich, Freising, Germany; Else Kröner Fresenius Center for Nutritional Medicine, Technical University of Munich, Freising, Germany; ZIEL Institute for Food & Health, Technical University of Munich, Freising, Germany
| | - Martin Klingenspor
- Chair of Molecular Nutritional Medicine, TUM School of Life Sciences, Technical University of Munich, Freising, Germany; Else Kröner Fresenius Center for Nutritional Medicine, Technical University of Munich, Freising, Germany; ZIEL Institute for Food & Health, Technical University of Munich, Freising, Germany
| | | | - Jan-Carsten Pieck
- Global Research & Development, Discovery and Development Technologies, Discovery Pharmacology, Healthcare Business of Merck KGaA, Darmstadt, Germany
| | - Bernhard Kuster
- Chair of Proteomics and Bioanalytics, Technical University of Munich, Freising, Germany; Bavarian Biomolecular Mass Spectrometry Center (BayBioMS), Technical University of Munich, Freising, Germany.
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