scholarly journals Transcription Factor Activation Profiles (TFAP) identify compounds promoting differentiation of Acute Myeloid Leukemia cell lines

2022 ◽  
Vol 8 (1) ◽  
Author(s):  
Federica Riccio ◽  
Elisa Micarelli ◽  
Riccardo Secci ◽  
Giulio Giuliani ◽  
Simone Vumbaca ◽  
...  

AbstractRepurposing of drugs for new therapeutic use has received considerable attention for its potential to limit time and cost of drug development. Here we present a new strategy to identify chemicals that are likely to promote a desired phenotype. We used data from the Connectivity Map (CMap) to produce a ranked list of drugs according to their potential to activate transcription factors that mediate myeloid differentiation of leukemic progenitor cells. To validate our strategy, we tested the in vitro differentiation potential of candidate compounds using the HL-60 human cell line as a myeloid differentiation model. Ten out of 22 compounds, which were ranked high in the inferred list, were confirmed to promote significant differentiation of HL-60. These compounds may be considered candidate for differentiation therapy. The method that we have developed is versatile and it can be adapted to different drug repurposing projects.

Blood ◽  
2006 ◽  
Vol 108 (11) ◽  
pp. 2605-2605
Author(s):  
Lars Bullinger ◽  
Konstanze Dohner ◽  
Richard F. Schlenk ◽  
Frank G. Rucker ◽  
Jonathan R. Pollack ◽  
...  

Abstract Inhibitors of histone deacetylases (HDACIs) like valproic acid (VPA) display activity in murine leukemia models, and induce tumor-selective cytoxicity against blasts from patients with acute myeloid leukemia (AML). However, despite of the existing knowledge of the potential function of HDACIs, there remain many unsolved questions especially regarding the factors that determine whether a cancer cell undergoes cell cycle arrest, differentiation, or death in response to HDACIs. Furthermore, there is still limited data on HDACIs effects in vivo, as well as HDACIs function in combination with standard induction chemotherapy, as most studies evaluated HDACIs as single agent in vitro. Thus, our first goal was to determine a VPA response signature in different myeloid leukemia cell lines in vitro, followed by an in vivo analysis of VPA effects in blasts from adult de novo AML patients entered within two randomized multicenter treatment trials of the German-Austrian AML Study Group. To define an VPA in vitro “response signature” we profiled gene expression in myeloid leukemia cell lines (HL-60, NB-4, HEL-1, CMK and K-562) following 48 hours of VPA treatment by using DNA Microarray technology. In accordance with previous studies in vitro VPA treatment of myeloid cell lines induced the expression of the cyclin-dependent kinase inhibitors CDKN1A and CDKN2D coding for p21 and p19, respectively. Supervised analyses revealed many genes known to be associated with a G1 arrest. In all cell lines except for CMK we examined an up-regulation of TNFSF10 coding for TRAIL, as well as differential regulation of other genes involved in apoptosis. Furthermore, gene set enrichment analyses showed a significant down-regulation of genes involved in DNA metabolism and DNA repair. Next, we evaluated the VPA effects on gene expression in AML samples collected within the AMLSG 07-04 trial for younger (age<60yrs) and within the AMLSG 06-04 trial for older adults (age>60yrs), in which patients are randomized to receive standard induction chemotherapy (idarubicine, cytarabine, and etoposide = ICE) with or without concomitant VPA. We profiled gene expression in diagnostic AML blasts and following 48 hours of treatment with ICE or ICE/VPA. First results from our ongoing analysis of in vivo VPA treated samples are in accordance with our cell line experiments as e.g. we also see an induction of CDKN1A expression. However, the picture observed is less homogenous as concomitant administration of ICE, as well as other factors, like e.g. VPA serum levels, might substantially influence the in vivo VPA response. Nevertheless, our data are likely to provide new insights into the VPA effect in vivo, and this study may proof to be useful to predict AML patients likely to benefit from VPA treatment. To achieve this goal, we are currently analyzing additional samples, and we are planning to correlate gene expression findings with histone acetylation status, VPA serum levels, cytogenetic, and molecular genetic data.


Blood ◽  
2009 ◽  
Vol 114 (8) ◽  
pp. 1596-1606 ◽  
Author(s):  
Ayten Kandilci ◽  
Gerard C. Grosveld

Abstract Forced expression of MN1 in primitive mouse hematopoietic cells causes acute myeloid leukemia and impairs all-trans retinoic acid-induced granulocytic differentiation. Here, we studied the effects of MN1 on myeloid differentiation and proliferation using primary human CD34+ hematopoietic cells, lineage-depleted mouse bone marrow cells, and bipotential (granulocytic/monocytic) human acute myeloid leukemia cell lines. We show that exogenous MN1 stimulated the growth of CD34+ cells, which was accompanied by enhanced survival and increased cell cycle traverse in cultures supporting progenitor cell growth. Forced MN1 expression impaired both granulocytic and monocytic differentiation in vitro in primary hematopoietic cells and acute myeloid leukemia cell lines. Endogenous MN1 expression was higher in human CD34+ cells compared with both primary and in vitro–differentiated monocytes and granulocytes. Microarray and real-time reverse-transcribed polymerase chain reaction analysis of MN1-overexpressing CD34+ cells showed down-regulation of CEBPA and its downstream target genes. Reintroduction of conditional and constitutive CEBPA overcame the effects of MN1 on myeloid differentiation and inhibited MN1-induced proliferation in vitro. These results indicate that down-regulation of CEBPA activity contributes to MN1-modulated proliferation and impaired myeloid differentiation of hematopoietic cells.


Blood ◽  
2010 ◽  
Vol 116 (21) ◽  
pp. 538-538
Author(s):  
Elena Manara ◽  
Emma Baron ◽  
Alessandra Beghin ◽  
Claudia Tregnago ◽  
Emanuela Giarin ◽  
...  

Abstract Abstract 538 The cAMP response element binding protein (CREB) is a nuclear transcription factor downstream of various stimuli and is critical for the pathogenesis of leukemia. CREB overexpression promotes abnormal proliferation, cell cycle progression, and clonogenic potential in vitro and in vivo. We found that CREB deregulation in Acute Myeloid Leukemia (AML) is due to both genomic amplification and aberrant miRNA expression. CREB has been shown to be a direct target of the microRNA, miR-34b. The inverse correlation between CREB and miR-34b expression has been described in myeloid leukemic cell lines. Mir-34b restoration reduced CREB levels and leukemia proliferation in vitro. One reason for the lower expression of miR-34b in myeloid leukemia cell lines is the hypermethylation of its promoter. Our goal was to characterize the role of miR-34b in AML progression using primary cells and mouse models. We also studied the regulation of miR-34b expression in cells from patients with AML and myelodysplastic syndromes (MDS). Primary AML cells transiently overexpressing miR-34b had decreased clonogenicity, as well as increase in apoptosis (9.9 vs. 25.5%, p<0.001). Primary leukemia cells from AML patients (n=3) treated with the demethylating agent 5-aza-2′-deoxycytidine showed a rise in miR-34b expression after 16 hours (RQ=7±2.6). We also observed a concomitant decrease in CREB protein expression and its target genes. In vivo, miR-34b overexpression resulted in decreased CREB expression and suppression of leukemia growth in flank tumor models with HL-60 and K562 cells injected into NOD-SCID IL-2receptor gamma null (NSG) mice, measured by bioluminescence and tumor volume (n=10 per group). These results demonstrated that miR-34b is an important tumor-suppressor through downregulation of CREB. We next investigated miR-34b expression in a large series of AML patients (n=118), a group of MDS patients (n= 49), and healthy bone marrows (HL-BM) (n=17) by quantitative PCR. Our results demonstrated lower miR-34b expression in blast cells from AML patients at diagnosis compared to HL-BM. The lower miR-34b expression in AML patients correlated with elevated CREB levels, similar to myeloid leukemia cell lines. The expression levels of miR-34b in bone marrow from MDS patients were intermediate between AML patients and HL-BM. These results suggest that miR-34b regulates CREB and is involved in the evolution of MDS to AML. In an effort to understand the mechanism of miR-34b downregulation in primary AML and MDS BM cells, miR-34b promoter methylation was determined using MS-PCR in both patient cohorts. The miR-34b promoter was found to be methylated in 65% (78/118) of AML patients at diagnosis, while it was unmethylated in all MDS samples (49/49). In particular, 3 MDS patients that evolved to AML had miR-34b promoter hypermethylation exclusively at the onset of AML. We further tested this hypothesis by downregulating miR-34b in primary HL-BM and fetal liver cells by using both oligonucleotides and a lentiviral transduction. An increase in CREB mRNA and several CREB target genes (for example cyclin B1, cyclin E2, p21) was observed. Moreover, the cell cycle profile demonstrated increased numbers of cells in S phase compared to negative controls. Methylcellulose colony formation was also increased in HL-BM and fetal liver cells transduced with a miR-34b inhibitor compared to controls (197 vs. 101, p<0.001). Therefore, we conclude that miR-34b promoter methylation is critical for the pathogenesis of AML through regulation of CREB-dependent pathways. Disclosures: Sakamoto: Abbott Laboratories, Inc.: Research Funding; Genentech, Inc.: Research Funding.


Glycobiology ◽  
2015 ◽  
Vol 26 (4) ◽  
pp. 343-352 ◽  
Author(s):  
Silvina Laura Lompardía ◽  
Mariángeles Díaz ◽  
Daniela Laura Papademetrio ◽  
Marilina Mascaró ◽  
Matías Pibuel ◽  
...  

2000 ◽  
Vol 24 (9) ◽  
pp. 741-749 ◽  
Author(s):  
Kimo C Stine ◽  
Bryce A Warren ◽  
Robert L Saylors ◽  
David L Becton

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