Integrated analysis of relapsed B-cell precursor Acute Lymphoblastic Leukemia identifies subtype-specific cytokine and metabolic signatures.
Michael P SchroederLorenz BastianCornelia EckertNicola GökbugetAlva Rani JamesJutta Ortiz TanchezCornelia SchleeKonstandina IsaakidisBjörn HäuplKatharina BaumOscar Arturo Migueles LozanoKhouloud KouidriKuan-Ting PanHenning UrlaubStefan SchwartzThomas BurmeisterArend von StackelbergDieter HoelzerHeike PfeifferMichael A RiegerStefanie GöllnerThomas OellerichMartin HorstmanMartin SchrappeJana WolfRenate Kirschner-SchwabeMonika BrüggemannCarsten Müller-TidowHubert ServeMartin NeumannClaudia D BaldusPublished in: Scientific reports (2019)
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.
Keyphrases
- acute lymphoblastic leukemia
- free survival
- genome wide
- end stage renal disease
- dna methylation
- single cell
- chronic kidney disease
- diffuse large b cell lymphoma
- copy number
- poor prognosis
- allogeneic hematopoietic stem cell transplantation
- electronic health record
- single molecule
- metabolic syndrome
- type diabetes
- big data
- patient reported outcomes
- high resolution
- transcription factor
- multiple myeloma
- dna damage
- adipose tissue
- high throughput
- skeletal muscle
- circulating tumor
- weight loss
- label free
- deep learning
- insulin resistance