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Novel structural co-expression analysis linking the NPM1-associated ribosomal biogenesis network to chronic myelogenous leukemia.

ABSTRACT: Co-expression analysis reveals useful dysregulation patterns of gene cooperativeness for understanding cancer biology and identifying new targets for treatment. We developed a structural strategy to identify co-expressed gene networks that are important for chronic myelogenous leukemia (CML). This strategy compared the distributions of expressional correlations between CML and normal states, and it identified a data-driven threshold to classify strongly co-expressed networks that had the best coherence with CML. Using this strategy, we found a transcriptome-wide reduction of co-expression connectivity in CML, reflecting potentially loosened molecular regulation. Conversely, when we focused on nucleophosmin 1 (NPM1) associated networks, NPM1 established more co-expression linkages with BCR-ABL pathways and ribosomal protein networks in CML than normal. This finding implicates a new role of NPM1 in conveying tumorigenic signals from the BCR-ABL oncoprotein to ribosome biogenesis, affecting cellular growth. Transcription factors may be regulators of the differential co-expression patterns between CML and normal.

SUBMITTER: Chan LW

PROVIDER: S-EPMC4513283 | biostudies-literature | 2015 Jul

REPOSITORIES: biostudies-literature

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Novel structural co-expression analysis linking the NPM1-associated ribosomal biogenesis network to chronic myelogenous leukemia.

Chan Lawrence W C LW Lin Xihong X Yung Godwin G Lui Thomas T Chiu Ya Ming YM Wang Fengfeng F Tsui Nancy B Y NB Cho William C S WC Yip S P SP Siu Parco M PM Wong S C Cesar SC Yung Benjamin Y M BY

Scientific reports 20150724

Co-expression analysis reveals useful dysregulation patterns of gene cooperativeness for understanding cancer biology and identifying new targets for treatment. We developed a structural strategy to identify co-expressed gene networks that are important for chronic myelogenous leukemia (CML). This strategy compared the distributions of expressional correlations between CML and normal states, and it identified a data-driven threshold to classify strongly co-expressed networks that had the best co ...[more]

PMID: 26205693

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Project description:We show the molecular and functional characterization of a novel population of lineage-negative CD34-negative (Lin- CD34-) hematopoietic stem cells (HSCs) from chronic myelogenous leukemia (CML) patients at diagnosis. Molecular caryotyping and quantitative analysis of BCR/ABL transcript demonstrated that about one third of CD34- was leukemic. CML CD34- cells showed kinetic quiescence and limited clonogenic capacity. However, stroma-dependent cultures and cytokines induced CD34 expression on some HSCs, cell cycling, acquisition of clonogenic activity and increased expression of BCR/ABL transcript. CML CD34- cells showed an engraftment rate in immunodeficient mice similar to that of CD34+ cells. Gene expression profiling revealed the down-regulation of cell cycle arrest genes together with genes involved in antigen presentation and processing, while the expression of angiogenic factors was strongly up-regulated when compared to normal counterparts. Flow cytometry analysis confirmed the significant down-regulation of HLA class I and II molecules in CML CD34-cells. Increasing doses of imatinib mesilate (IM) did not affect fusion transcript levels, BCR-ABL kinase activity and the clonogenic efficiency of CML CD34- cells as compared to leukemic CD34+cells. Thus, we identified in CML a novel CD34- leukemic stem cell subset with peculiar molecular and functional characteristics which may be a potential target for CML therapeutics. Leukemic cells were obtained from 12 chronic phase Ph+ CML patients at diagnosis and before treatment. Normal samples were leukapheresis products from 12 healthy stem cell donors receiving recombinant human granulocyte colony-stimulating factor (G-CSF; Lenograstim, Sanofi-Aventis, Milan, Italy). The protocol was approved by the ethical committee of the University Hospital and each patient/donor gave written informed consent. Hemopoietic stem/progenitor cell purification and phenotypic analyses were performed as previously described (Lemoli et al, Br J Haematol, 2003; Lemoli RM et al., Blood, 1997). Aliquots of sorted Lin-CD34-, Lin-CD34+ and Lin+CD34+ were reanalyzed by FacScan (Becton Dickinson, Franklin Lakes, NJ) to assess their purities. Total cellular RNA was extracted from 0.5x105 cells of each sample using RNeasy Micro kit (Qiagen, Valencia, CA) following the protocol supplied by the manufacturer. Disposable RNA chips (Agilent RNA 6000 Nano LabChip kit, Agilent Technologies, Waldbrunn, Germany) were used to determine the concentration and purity/integrity of RNA samples using Agilent 2100 Bioanalyzer. RNAs originating from 12 normal donors or from 12 CML patients were pooled in order to obtain at least 2 mg per sample. One-cycle target labeling assays, as well as the Affymetrix Human HG-U95Av2 GeneChip arrays hybridization, staining, and scanning, were performed, using Affymetrix standard protocols (Affymetrix, Santa Clara,CA).

Dataset Information

Novel structural co-expression analysis linking the NPM1-associated ribosomal biogenesis network to chronic myelogenous leukemia.

Publications

Novel structural co-expression analysis linking the NPM1-associated ribosomal biogenesis network to chronic myelogenous leukemia.

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