MicroRNA expression profiling in Acute myeloid leukemia patients

2009 ◽  
Vol 221 (03) ◽  
Author(s):  
S Daschkey ◽  
T Haferlach ◽  
A Borkhardt ◽  
P Landgraf
Blood ◽  
2008 ◽  
Vol 111 (10) ◽  
pp. 5078-5085 ◽  
Author(s):  
Mojca Jongen-Lavrencic ◽  
Su Ming Sun ◽  
Menno K. Dijkstra ◽  
Peter J. M. Valk ◽  
Bob Löwenberg

Abstract Acute myeloid leukemia (AML) is a highly diverse disease characterized by various cytogenetic and molecular abnormalities. MicroRNAs are small noncoding RNAs that show variable expression during myeloid differentiation. MicroRNA expression in marrow blasts in 215 cases of newly diagnosed and (cyto)genetically defined AML was assessed using quantitative reverse-transcription–polymerase chain reaction (RT-PCR) for 260 human microRNAs. In the same series, mRNA gene expression profiles were established, allowing a direct comparison between microRNA and mRNA expression. We show that microRNA expression profiling following unsupervised analysis reveals distinctive microRNA signatures that correlate with cytogenetic and molecular subtypes of AML (ie, AMLs with t(8;21), t(15;17), inv(16), NPM1, and CEBPA mutations). Significantly differentially expressed microRNAs for genetic subtypes of AML were identified. Specific microRNAs with established oncogenic and tumor suppressor functions, such as microRNA-155, microRNA-21, and let-7, appear to be associated with particular subtypes. Combinations of selected sets of microRNAs could predict cytogenetically normal AML with mutations in the genes of NPM1 and CEBPA and FLT3-ITD with similar accuracy as mRNA probe set combinations defined by gene expression profiling. MicroRNA expression apparently bears specific relationships to the heterogeneous pathobiology of AML. Distinctive microRNA signatures appear of potential value in the clinical diagnosis of AML.


Cancer ◽  
2011 ◽  
Vol 117 (20) ◽  
pp. 4696-4706 ◽  
Author(s):  
Violaine Havelange ◽  
Nicole Stauffer ◽  
Catherine C. E. Heaphy ◽  
Stefano Volinia ◽  
Michael Andreeff ◽  
...  

Hematology ◽  
2013 ◽  
Vol 19 (1) ◽  
pp. 18-21 ◽  
Author(s):  
Velizar Shivarov ◽  
Angel Stoimenov ◽  
Branimir Spassov ◽  
Svetlana Angelova ◽  
Monika Niagolov ◽  
...  

2009 ◽  
Vol 27 (19) ◽  
pp. 3198-3204 ◽  
Author(s):  
Christian Langer ◽  
Guido Marcucci ◽  
Kelsi B. Holland ◽  
Michael D. Radmacher ◽  
Kati Maharry ◽  
...  

PurposeTo determine the prognostic importance of the meningioma 1 (MN1) gene expression levels in the context of other predictive molecular markers, and to derive MN1 associated gene– and microRNA–expression profiles in cytogenetically normal acute myeloid leukemia (CN-AML).Patients and MethodsMN1 expression was measured in 119 untreated primary CN-AML adults younger than 60 years by real-time reverse-transcriptase polymerase chain reaction. Patients were also tested for FLT3, NPM1, CEBPA, and WT1 mutations, MLL partial tandem duplications, and BAALC and ERG expression. Gene- and microRNA-expression profiles were attained by performing genome-wide microarray assays. Patients were intensively treated on two first-line Cancer and Leukemia Group B clinical trials.ResultsHigher MN1 expression associated with NPM1 wild-type (P < .001), increased BAALC expression (P = .004), and less extramedullary involvement (P = .01). In multivariable analyses, higher MN1 expression associated with a lower complete remission rate (P = .005) after adjustment for WBC; shorter disease-free survival (P = .01) after adjustment for WT1 mutations, FLT3 internal tandem duplications (FLT3-ITD), and high ERG expression; and shorter survival (P = .04) after adjustment for WT1 and NPM1 mutations, FLT3-ITD, and WBC. Gene- and microRNA-expression profiles suggested that high MN1 expressers share features with high BAALC expressers and patients with wild-type NPM1. Higher MN1 expression also appears to be associated with genes and microRNAs that are active in aberrant macrophage/monocytoid function and differentiation.ConclusionMN1 expression independently predicts outcome in CN-AML patients. The MN1 gene- and microRNA-expression signatures suggest biologic features that could be exploited as therapeutic targets.


Blood ◽  
2007 ◽  
Vol 110 (11) ◽  
pp. 2388-2388
Author(s):  
Damian P.J. Finnegan ◽  
Vivien M. Hodges ◽  
Alexander Thompson ◽  
Michael F. Quinn ◽  
Mervyn Humphries ◽  
...  

Abstract Acute myeloid leukemia (AML) is a heterogeneous group of hematological malignancies with individual cases showing wide variations in response to treatment. Pre-treatment karyotype analysis may be used to stratify cases into one of three prognostic classes: favorable, intermediate or adverse. Favorable karyotypes, t(15;17), t(8;21) and inv(16), are associated with the presence PML-RARα, AML1-ETO and CBFβ-MYH11 gene rearrangements respectively. The adverse cytogenetic abnormalities are monosomy 5, monosomy 7, deletion of chromosome 5q, abnormalities of chromosome 3q and a complex karyotype. All remaining abnormalities are associated with an intermediate prognosis. Approximately 5–10% of cases cannot be stratified due to failure of cytogenetic analysis. Cryptic gene rearrangements, which cannot be detected by karyotyping, may lead to assignment of cases to incorrect prognostic classes. These problems may result in sub-optimal or over-treatment of patients. Using an artificial neural network-based analysis of HOX gene expression profiles generated by real-time quantitative PCR (RT-QPCR) we have previously shown that the favorable and intermediate cytogenetic classes are characterised by low HOXA5 (Ct value &gt; 29.5) and high HOXB3 (Ct value &lt; 25) expression respectively (Blood2006; 108: Abstract 2318). We have now measured HOXA5 and HOXB3 expression levels by RT-QPCR in a fresh set of 78 newly diagnosed cases of AML (31 favorable, 38 intermediate and 9 adverse karyotypes as determined by conventional cytogenetic analysis). All 31 cases with favorable cytogenetics had HOXA5 Ct values &gt; 29.5 with twenty-nine (93.5%) having Ct values &gt; 33. Therefore, using a HOXA5 Ct ≥; 33 to define membership of the favorable prognostic class and HOXA5 Ct &lt; 33 to define membership of a non-favorable class, 72 cases (92.3%) were correctly assigned (29 favorable and 43 non-favorable). Of the 4 cases with non-favorable cytogenetics, originally misclassified by HOXA5 expression profiling, two were subsequently found to have cryptic rearrangements of PML-RARα and therefore should have been included within the favorable group. This increased the percentage of cases correctly assigned by HOXA5 expression profiling alone to 94.9%. We also found that within the favorable group, AML with t(15;17) or t(8;21) was characterized by low expression of HOXB3 (Ct range 30.9 to 37.4, median Ct 34.1) whereas AML with inv(16) had a distinct signature characterized by higher HOXB3 expression (Ct range 26.4 to 30.1, median Ct 28.0). In addition, we have identified a subset of patients with intermediate cytogenetics who have high white cell counts, low HOXB3 expression and an inferior response to treatment. Therefore, in AML, the measurement of expression levels of only two HOX genes, HOXA5 and HOXB3 , complements cytogenetic analysis and may improve the yield of favorable gene rearrangements detected and provide additional prognostic information for cases with intermediate or failed cytogenetics.


Blood ◽  
2011 ◽  
Vol 117 (4) ◽  
pp. 1121-1129 ◽  
Author(s):  
Guido Marcucci ◽  
Krzysztof Mrózek ◽  
Michael D. Radmacher ◽  
Ramiro Garzon ◽  
Clara D. Bloomfield

Abstract Expression of microRNAs, a new class of noncoding RNAs that hybridize to target messenger RNA and regulate their translation into proteins, has been recently demonstrated to be altered in acute myeloid leukemia (AML). Distinctive patterns of increased expression and/or silencing of multiple microRNAs (microRNA signatures) have been associated with specific cytogenetic and molecular subsets of AML. Changes in the expression of several microRNAs altered in AML have been shown to have functional relevance in leukemogenesis, with some microRNAs acting as oncogenes and others as tumor suppressors. Both microRNA signatures and a single microRNA (ie, miR-181a) have been shown to supply prognostic information complementing that gained from cytogenetics, gene mutations, and altered gene expression. Moreover, it has been demonstrated experimentally that antileukemic effects can be achieved by modulating microRNA expression by pharmacologic agents and/or increasing low endogenous levels of microRNAs with tumor suppressor function by synthetic microRNA oligonucleotides, or down-regulating high endogenous levels of leukemogenic microRNAs by antisense oligonucleotides (antagomirs). Therefore, it is reasonable to predict the development of novel microRNA-based therapeutic approaches in AML. We review herein results of current studies analyzing changes of microRNA expression in AML and discuss their potential biologic, diagnostic, and prognostic relevance.


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