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Abstract
Recent efforts reclassified B-Cell Precursor Acute Lymphoblastic Leukemia (BCP-ALL) into more refined subtypes. Nevertheless, outcomes of relapsed BCP-ALL remain unsatisfactory, particularly in adult patients where the molecular basis of relapse is still poorly understood. To elucidate the evolution of relapse in BCP-ALL, we established a comprehensive multi-omics dataset including DNA-sequencing, RNA-sequencing, DNA methylation array and proteome MASS-spec data from matched diagnosis and relapse samples of BCP-ALL patients (n = 50) including the subtypes DUX4, Ph-like and two aneuploid subtypes. Relapse-specific alterations were enriched for chromatin modifiers, nucleotide and steroid metabolism including the novel candidates FPGS, AGBL and ZNF483. The proteome expression analysis unraveled deregulation of metabolic pathways at relapse including the key proteins G6PD, TKT, GPI and PGD. Moreover, we identified a novel relapse-specific gene signature specific for DUX4 BCP-ALL patients highlighting chemotaxis and cytokine environment as a possible driver event at relapse. This study presents novel insights at distinct molecular levels of relapsed BCP-ALL based on a comprehensive multi-omics integrated data set including a valuable proteomics data set. The relapse specific aberrations reveal metabolic signatures on genomic and proteomic levels in BCP-ALL relapse. Furthermore, the chemokine expression signature in DUX4 relapse underscores the distinct status of DUX4-fusion BCP-ALL.
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1 Charité, University Hospital Berlin, Campus Benjamin Franklin, Department of Hematology and Oncology, Berlin, Germany (GRID:grid.412753.6)
2 Charité, University Hospital Berlin, Campus Benjamin Franklin, Department of Hematology and Oncology, Berlin, Germany (GRID:grid.412753.6); German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); German Cancer Consortium (DKTK), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Berlin Institute of Health, Berlin, Germany (GRID:grid.484013.a)
3 German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); German Cancer Consortium (DKTK), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Charité, University Hospital Berlin, Pediatric Hematology/Oncology, Campus Rudolf Virchow, Berlin, Germany (GRID:grid.6363.0) (ISNI:0000 0001 2218 4662)
4 German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); German Cancer Consortium (DKTK), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Goethe University Hospital, Department of Medicine II, Hematology/Oncology, Frankfurt/M., Germany (GRID:grid.411088.4) (ISNI:0000 0004 0578 8220)
5 Charité, University Hospital Berlin, Campus Benjamin Franklin, Department of Hematology and Oncology, Berlin, Germany (GRID:grid.412753.6); German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); German Cancer Consortium (DKTK), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584)
6 Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany (GRID:grid.419491.0) (ISNI:0000 0001 1014 0849)
7 Goethe University Hospital, Department of Medicine II, Hematology/Oncology, Frankfurt/M., Germany (GRID:grid.411088.4) (ISNI:0000 0004 0578 8220)
8 Max Planck Institute for Biophysical Chemistry, Göttingen, Germany (GRID:grid.418140.8) (ISNI:0000 0001 2104 4211)
9 Max Planck Institute for Biophysical Chemistry, Göttingen, Germany (GRID:grid.418140.8) (ISNI:0000 0001 2104 4211); University Medical Center, Göttingen, Germany (GRID:grid.411984.1) (ISNI:0000 0001 0482 5331)
10 University Clinic Heidelberg, Department of Hematology, Oncology & Rheumatology, Heidelberg, Germany (GRID:grid.5253.1) (ISNI:0000 0001 0328 4908)
11 Research Institute Children’s Cancer Center, Dept. of Pediatric Hematology and Oncology, University Medical Center Hamburg, Hamburg, Germany (GRID:grid.13648.38) (ISNI:0000 0001 2180 3484)
12 University Hospital Schleswig-Holstein, Campus Kiel, Department of Pediatrics, Kiel, Germany (GRID:grid.412468.d) (ISNI:0000 0004 0646 2097)
13 University Hospital Schleswig-Holstein, Campus Kiel, Department of Hematology and Oncology, Kiel, Germany (GRID:grid.412468.d) (ISNI:0000 0004 0646 2097)
14 Charité, University Hospital Berlin, Campus Benjamin Franklin, Department of Hematology and Oncology, Berlin, Germany (GRID:grid.412753.6); German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); German Cancer Consortium (DKTK), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); University Hospital Schleswig-Holstein, Campus Kiel, Department of Hematology and Oncology, Kiel, Germany (GRID:grid.412468.d) (ISNI:0000 0004 0646 2097)