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复发 B 细胞前体急性淋巴细胞白血病的综合分析确定了亚型特异性细胞因子和代谢特征。

Integrated analysis of relapsed B-cell precursor Acute Lymphoblastic Leukemia identifies subtype-specific cytokine and metabolic signatures.

机构信息

Charité, University Hospital Berlin, Campus Benjamin Franklin, Department of Hematology and Oncology, Berlin, Germany.

German Cancer Research Center (DKFZ), Heidelberg, Germany.

出版信息

Sci Rep. 2019 Mar 12;9(1):4188. doi: 10.1038/s41598-019-40786-1.

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.

摘要

近年来,人们努力将 B 细胞前体急性淋巴细胞白血病(BCP-ALL)重新分类为更精细的亚型。然而,复发 BCP-ALL 的治疗结果仍不尽人意,尤其是在成人患者中,复发的分子基础仍知之甚少。为了阐明 BCP-ALL 复发的演变,我们建立了一个全面的多组学数据集,包括来自 BCP-ALL 患者(n=50)匹配诊断和复发样本的 DNA 测序、RNA 测序、DNA 甲基化阵列和蛋白质组 MASS-spec 数据,其中包括 DUX4、Ph-like 和两种非整倍体亚型。复发特异性改变富含染色质修饰剂、核苷酸和类固醇代谢,包括新候选物 FPGS、AGBL 和 ZNF483。蛋白质组表达分析揭示了复发时代谢途径的失调,包括关键蛋白 G6PD、TKT、GPI 和 PGD。此外,我们鉴定了一种新的复发特异性基因标志物,专门针对 DUX4 BCP-ALL 患者,突出了趋化因子和细胞因子环境作为复发的可能驱动事件。本研究基于全面的多组学整合数据集,包括有价值的蛋白质组数据集,在不同的分子水平上提供了复发 BCP-ALL 的新见解。复发特异性异常揭示了 BCP-ALL 复发在基因组和蛋白质组水平上的代谢特征。此外,DUX4 复发中的趋化因子表达特征突出了 DUX4 融合 BCP-ALL 的独特地位。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aa43/6414622/a99afd899b4a/41598_2019_40786_Fig1_HTML.jpg

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