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Mochmann LH, Treue D, Bockmayr M, Silva P, Zasada C, Mastrobuoni G, Bayram S, Forbes M, Jurmeister P, Liebig S, Blau O, Schleich K, Splettstoesser B, Nordmann TM, von der Heide EK, Isaakidis K, Schulze V, Busch C, Siddiq H, Schlee C, Hester S, Fransecky L, Neumann M, Kempa S, Klauschen F, Baldus CD. Proteomic profiling reveals ACSS2 facilitating metabolic support in acute myeloid leukemia. Cancer Gene Ther 2024; 31:1344-1356. [PMID: 38851813 PMCID: PMC11405269 DOI: 10.1038/s41417-024-00785-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 04/19/2024] [Accepted: 05/16/2024] [Indexed: 06/10/2024]
Abstract
Acute myeloid leukemia (AML) is a heterogeneous disease characterized by genomic aberrations in oncogenes, cytogenetic abnormalities, and an aberrant epigenetic landscape. Nearly 50% of AML cases will relapse with current treatment. A major source of therapy resistance is the interaction of mesenchymal stroma with leukemic cells resulting in therapeutic protection. We aimed to determine pro-survival/anti-apoptotic protein networks involved in the stroma protection of leukemic cells. Proteomic profiling of cultured primary AML (n = 14) with Hs5 stroma cell line uncovered an up-regulation of energy-favorable metabolic proteins. Next, we modulated stroma-induced drug resistance with an epigenetic drug library, resulting in reduced apoptosis with histone deacetylase inhibitor (HDACi) treatment versus other epigenetic modifying compounds. Quantitative phosphoproteomic probing of this effect further revealed a metabolic-enriched phosphoproteome including significant up-regulation of acetyl-coenzyme A synthetase (ACSS2, S30) in leukemia-stroma HDACi treated cocultures compared with untreated monocultures. Validating these findings, we show ACSS2 substrate, acetate, promotes leukemic proliferation, ACSS2 knockout in leukemia cells inhibits leukemic proliferation and ACSS2 knockout in the stroma impairs leukemic metabolic fitness. Finally, we identify ACSS1/ACSS2-high expression AML subtype correlating with poor overall survival. Collectively, this study uncovers the leukemia-stroma phosphoproteome emphasizing a role for ACSS2 in mediating AML growth and drug resistance.
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Affiliation(s)
- Liliana H Mochmann
- Institute of Pathology, Ludwig-Maximilians-Universität München, Munich, Germany
- Department of Hematology and Oncology, Charité - Universitätsmedizin Berlin, a Corporate Member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Campus Benjamin Franklin, Berlin, Germany
| | - Denise Treue
- Institute of Pathology Berlin, Charité - Universitätsmedizin Berlin, a corporate member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Berlin, Germany
| | - Michael Bockmayr
- Institute of Pathology Berlin, Charité - Universitätsmedizin Berlin, a corporate member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Berlin, Germany
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Patricia Silva
- Department of Hematology and Oncology, Charité - Universitätsmedizin Berlin, a Corporate Member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Campus Benjamin Franklin, Berlin, Germany
| | - Christin Zasada
- Berlin Institute for Medical Systems Biology (BIMSB) at Max Delbruck Center for Molecular Medicine, Berlin, Germany
| | - Guido Mastrobuoni
- Berlin Institute for Medical Systems Biology (BIMSB) at Max Delbruck Center for Molecular Medicine, Berlin, Germany
| | - Safak Bayram
- Berlin Institute for Medical Systems Biology (BIMSB) at Max Delbruck Center for Molecular Medicine, Berlin, Germany
| | - Martin Forbes
- Berlin Institute for Medical Systems Biology (BIMSB) at Max Delbruck Center for Molecular Medicine, Berlin, Germany
| | - Philipp Jurmeister
- Institute of Pathology, Ludwig-Maximilians-Universität München, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sven Liebig
- Department of Hematology and Oncology, Charité - Universitätsmedizin Berlin, a Corporate Member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Campus Benjamin Franklin, Berlin, Germany
| | - Olga Blau
- Department of Hematology and Oncology, Charité - Universitätsmedizin Berlin, a Corporate Member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Campus Benjamin Franklin, Berlin, Germany
| | - Konstanze Schleich
- Institute of Pathology, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Bianca Splettstoesser
- Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Bavaria, Germany
| | - Thierry M Nordmann
- Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Bavaria, Germany
| | - Eva K von der Heide
- Department of Hematology and Oncology, Charité - Universitätsmedizin Berlin, a Corporate Member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Campus Benjamin Franklin, Berlin, Germany
| | - Konstandina Isaakidis
- Department of Hematology and Oncology, Charité - Universitätsmedizin Berlin, a Corporate Member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Campus Benjamin Franklin, Berlin, Germany
| | - Veronika Schulze
- Department of Hematology and Oncology, Charité - Universitätsmedizin Berlin, a Corporate Member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Campus Benjamin Franklin, Berlin, Germany
| | - Caroline Busch
- Department of Hematology and Oncology, Charité - Universitätsmedizin Berlin, a Corporate Member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Campus Benjamin Franklin, Berlin, Germany
| | - Hafsa Siddiq
- Department of Hematology and Oncology, Charité - Universitätsmedizin Berlin, a Corporate Member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Campus Benjamin Franklin, Berlin, Germany
| | - Cornelia Schlee
- Department of Hematology and Oncology, Charité - Universitätsmedizin Berlin, a Corporate Member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Campus Benjamin Franklin, Berlin, Germany
| | - Svenja Hester
- Department of Biochemistry, Oxford University, Oxford, UK
| | - Lars Fransecky
- Department of Hematology and Oncology, UKSH, Campus Kiel, Kiel, Germany
| | - Martin Neumann
- Department of Hematology and Oncology, UKSH, Campus Kiel, Kiel, Germany
| | - Stefan Kempa
- Berlin Institute for Medical Systems Biology (BIMSB) at Max Delbruck Center for Molecular Medicine, Berlin, Germany.
| | - Frederick Klauschen
- Institute of Pathology, Ludwig-Maximilians-Universität München, Munich, Germany.
- Institute of Pathology Berlin, Charité - Universitätsmedizin Berlin, a corporate member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Berlin, Germany.
- German Cancer Consortium (DKTK), Partner Site Munich, German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Claudia D Baldus
- Department of Hematology and Oncology, UKSH, Campus Kiel, Kiel, Germany.
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Gonçalves AC, Alves R, Baldeiras I, Cortesão E, Carda JP, Branco CC, Oliveiros B, Loureiro L, Pereira A, Nascimento Costa JM, Sarmento-Ribeiro AB, Mota-Vieira L. Genetic variants involved in oxidative stress, base excision repair, DNA methylation, and folate metabolism pathways influence myeloid neoplasias susceptibility and prognosis. Mol Carcinog 2016; 56:130-148. [PMID: 26950655 DOI: 10.1002/mc.22478] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2015] [Revised: 01/22/2016] [Accepted: 02/17/2016] [Indexed: 12/27/2022]
Abstract
Myelodysplastic syndrome (MDS) and acute myeloid leukemia (AML) share common features: elevated oxidative stress, DNA repair deficiency, and aberrant DNA methylation. We performed a hospital-based case-control study to evaluate the association in variants of genes involved in oxidative stress, folate metabolism, DNA repair, and DNA methylation with susceptibility and prognosis of these malignancies. To that end, 16 SNPs (one per gene: CAT, CYBA, DNMT1, DNMT3A, DNMT3B, GPX1, KEAP1, MPO, MTRR, NEIL1, NFE2F2, OGG1, SLC19A1, SOD1, SOD2, and XRCC1) were genotyped in 191 patients (101 MDS and 90 AML) and 261 controls. We also measured oxidative stress (reactive oxygen species/total antioxidant status ratio), DNA damage (8-hydroxy-2'-deoxyguanosine), and DNA methylation (5-methylcytosine) in 50 subjects (40 MDS and 10 controls). Results showed that five genes (GPX1, NEIL1, NFE2L2, OGG1, and SOD2) were associated with MDS, two (DNMT3B and SLC19A1) with AML, and two (CYBA and DNMT1) with both diseases. We observed a correlation of CYBA TT, GPX1 TT, and SOD2 CC genotypes with increased oxidative stress levels, as well as NEIL1 TT and OGG1 GG genotypes with higher DNA damage. The 5-methylcytosine levels were negatively associated with DNMT1 CC, DNMT3A CC, and MTRR AA genotypes, and positively with DNMT3B CC genotype. Furthermore, DNMT3A, MTRR, NEIL1, and OGG1 variants modulated AML transformation in MDS patients. Additionally, DNMT3A, OGG1, GPX1, and KEAP1 variants influenced survival of MDS and AML patients. Altogether, data suggest that genetic variability influence predisposition and prognosis of MDS and AML patients, as well AML transformation rate in MDS patients. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Ana Cristina Gonçalves
- Laboratory of Oncobiology and Hematology (LOH) and University Clinic of Hematology, Faculty of Medicine, University of Coimbra-FMUC, Coimbra, Portugal.,Center of Investigation in Environment, Genetics and Oncobiology (CIMAGO), FMUC, Coimbra, Portugal.,Center for Neuroscience and Cell Biology and Institute for Biomedical Imaging and Life Sciences (CNC.IBILI), Coimbra, Portugal
| | - Raquel Alves
- Laboratory of Oncobiology and Hematology (LOH) and University Clinic of Hematology, Faculty of Medicine, University of Coimbra-FMUC, Coimbra, Portugal.,Center of Investigation in Environment, Genetics and Oncobiology (CIMAGO), FMUC, Coimbra, Portugal.,Center for Neuroscience and Cell Biology and Institute for Biomedical Imaging and Life Sciences (CNC.IBILI), Coimbra, Portugal
| | - Inês Baldeiras
- Center for Neuroscience and Cell Biology and Institute for Biomedical Imaging and Life Sciences (CNC.IBILI), Coimbra, Portugal.,Department of Neurology, Laboratory of Neurochemistry, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal.,Faculty of Medicine, University of Coimbra-FMUC, Coimbra, Portugal
| | - Emília Cortesão
- Laboratory of Oncobiology and Hematology (LOH) and University Clinic of Hematology, Faculty of Medicine, University of Coimbra-FMUC, Coimbra, Portugal.,Center of Investigation in Environment, Genetics and Oncobiology (CIMAGO), FMUC, Coimbra, Portugal.,Clinical Hematology Department, Centro Hospitalar e Universitário de Coimbra, EPE (CHUC, EPE), Coimbra, Portugal
| | - José Pedro Carda
- Laboratory of Oncobiology and Hematology (LOH) and University Clinic of Hematology, Faculty of Medicine, University of Coimbra-FMUC, Coimbra, Portugal.,Clinical Hematology Department, Centro Hospitalar e Universitário de Coimbra, EPE (CHUC, EPE), Coimbra, Portugal
| | - Claudia C Branco
- Molecular Genetics and Pathology Unit, Hospital of Divino Espírito Santo of Ponta Delgada, EPE, Ponta Delgada, São Miguel Island, Azores, Portugal.,Azores Genetics Research Group, Instituto Gulbenkian de Ciência, Oeiras, Portugal.,Faculty of Sciences, BioISI-Biosystems and Integrative Sciences Institute, University of Lisboa, Lisbon, Portugal
| | - Bárbara Oliveiros
- Laboratory for Biostatistics and Medical Informatics, FMUC, Coimbra, Portugal
| | - Luísa Loureiro
- Department of Medicine, Hospital Distrital da Figueira da Foz, EPE (HDFF, EPE), Figueira da Foz, Portugal
| | - Amélia Pereira
- Center of Investigation in Environment, Genetics and Oncobiology (CIMAGO), FMUC, Coimbra, Portugal.,Department of Medicine, Hospital Distrital da Figueira da Foz, EPE (HDFF, EPE), Figueira da Foz, Portugal
| | - José Manuel Nascimento Costa
- Department of Oncology, Centro Hospitalar e Universitário de Coimbra, EPE (CHUC, EPE), Coimbra, Portugal.,Faculty of Medicine, University Clinic of Oncology, University of Coimbra-FMUC, Coimbra, Portugal
| | - Ana Bela Sarmento-Ribeiro
- Laboratory of Oncobiology and Hematology (LOH) and University Clinic of Hematology, Faculty of Medicine, University of Coimbra-FMUC, Coimbra, Portugal.,Center of Investigation in Environment, Genetics and Oncobiology (CIMAGO), FMUC, Coimbra, Portugal.,Center for Neuroscience and Cell Biology and Institute for Biomedical Imaging and Life Sciences (CNC.IBILI), Coimbra, Portugal.,Clinical Hematology Department, Centro Hospitalar e Universitário de Coimbra, EPE (CHUC, EPE), Coimbra, Portugal
| | - Luisa Mota-Vieira
- Molecular Genetics and Pathology Unit, Hospital of Divino Espírito Santo of Ponta Delgada, EPE, Ponta Delgada, São Miguel Island, Azores, Portugal.,Azores Genetics Research Group, Instituto Gulbenkian de Ciência, Oeiras, Portugal.,Faculty of Sciences, BioISI-Biosystems and Integrative Sciences Institute, University of Lisboa, Lisbon, Portugal
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