scholarly journals Clinical Role of microRNAs in Cytogenetically Normal Acute Myeloid Leukemia: miR-155 Upregulation Independently Identifies High-Risk Patients

2013 ◽  
Vol 31 (17) ◽  
pp. 2086-2093 ◽  
Author(s):  
Guido Marcucci ◽  
Kati S. Maharry ◽  
Klaus H. Metzeler ◽  
Stefano Volinia ◽  
Yue-Zhong Wu ◽  
...  

Purpose To evaluate the impact of miR-155 on the outcome of adults with cytogenetically normal (CN) acute myeloid leukemia (AML) in the context of other clinical and molecular prognosticators and to gain insight into the leukemogenic role of this microRNA. Patients and Methods We evaluated 363 patients with primary CN-AML. miR-155 levels were measured in pretreatment marrow and blood by NanoString nCounter assays that quantified the expression of the encoding gene MIR155HG. All molecular prognosticators were assessed centrally. miR-155–associated gene and microRNA expression profiles were derived using microarrays. Results Considering all patients, high miR-155 expression was associated with a lower complete remission (CR) rate (P < .001) and shorter disease-free survival (P = .001) and overall survival (OS; P < .001) after adjusting for age. In multivariable analyses, high miR-155 expression remained an independent predictor for a lower CR rate (P = .007) and shorter OS (P < .001). High miR-155 expressers had approximately 50% reduction in the odds of achieving CR and 60% increase in the risk of death compared with low miR-155 expressers. Although high miR-155 expression was not associated with a distinct microRNA expression profile, it was associated with a gene expression profile enriched for genes involved in cellular mechanisms deregulated in AML (eg, apoptosis, nuclear factor-κB activation, and inflammation), thereby supporting a pivotal and unique role of this microRNA in myeloid leukemogenesis. Conclusion miR-155 expression levels are associated with clinical outcome independently of other strong clinical and molecular predictors. The availability of emerging compounds with antagonistic activity to microRNAs in the clinic provides the opportunity for future therapeutic targeting of miR-155 in AML.

2012 ◽  
Vol 30 (7) ◽  
pp. 742-750 ◽  
Author(s):  
Guido Marcucci ◽  
Klaus H. Metzeler ◽  
Sebastian Schwind ◽  
Heiko Becker ◽  
Kati Maharry ◽  
...  

Purpose To determine the frequency of DNMT3A mutations, their associations with clinical and molecular characteristics and outcome, and the associated gene- and microRNA-expression signatures in primary cytogenetically normal acute myeloid leukemia (CN-AML). Patients and Methods Four hundred fifteen previously untreated adults were analyzed for DNMT3A mutations and established prognostic gene mutations and expression markers. Gene- and microRNA-expression profiles were derived using microarrays. Results Younger (< 60 years; n = 181) and older (≥ 60 years; n = 234) patients had similar frequencies of DNMT3A mutations (35.3% v 33.3%). Missense mutations affecting arginine codon 882 (R882-DNMT3A) were more common (n = 92; 62%) than those affecting other codons (non–R882-DNMT3A). DNMT3A-mutated patients did not differ regarding complete remission rate, but had shorter disease-free survival (DFS; P = .03) and, by trend, overall survival (OS; P = .07) than DNMT3A–wild-type patients. In multivariable analyses, DNMT3A mutations remained associated with shorter DFS (P = .01), but not with shorter OS. When analyzed separately, the two DNMT3A mutation types had different significance by age group. Younger patients with non–R882-DNMT3A mutations had shorter DFS (P = .002) and OS (P = .02), whereas older patients with R882-DNMT3A mutations had shorter DFS (P = .005) and OS (P = .002) after adjustment for other clinical and molecular prognosticators. Gene- and microRNA-expression signatures did not accurately predict DNMT3A mutational status. Conclusion DNMT3A mutations are frequent in CN-AML, and their clinical significance seems to be age dependent. DNMT3A-R882 mutations are associated with adverse prognosis in older patients, and non–R882-DNMT3A mutations are associated with adverse prognosis in younger patients. Low accuracy of gene- and microRNA-expression signatures in predicting DNMT3A mutation status suggested that the role of these mutations in AML remains to be elucidated.


2012 ◽  
Vol 30 (25) ◽  
pp. 3109-3118 ◽  
Author(s):  
Jason H. Mendler ◽  
Kati Maharry ◽  
Michael D. Radmacher ◽  
Krzysztof Mrózek ◽  
Heiko Becker ◽  
...  

Purpose To determine the association of RUNX1 mutations with therapeutic outcome in younger and older patients with primary cytogenetically normal acute myeloid leukemia (CN-AML) and with gene/microRNA expression signatures. Patients and Methods Younger (< 60 years; n = 175) and older (≥ 60 years; n = 225) patients with CN-AML treated with intensive cytarabine/anthracycline-based first-line therapy on Cancer and Leukemia Group B protocols were centrally analyzed for RUNX1 mutations by polymerase chain reaction and direct sequencing and for established prognostic gene mutations. Gene/microRNA expression profiles were derived using microarrays. Results RUNX1 mutations were found in 8% and 16% of younger and older patients, respectively (P = .02). They were associated with ASXL1 mutations (P < .001) and inversely associated with NPM1 (P < .001) and CEBPA (P = .06) mutations. RUNX1-mutated patients had lower complete remission rates (P = .005 in younger; P = .006 in older) and shorter disease-free survival (P = .058 in younger; P < .001 in older), overall survival (P = .003 in younger; P < .001 in older), and event-free survival (P < .001 for younger and older) than RUNX1 wild-type patients. Because RUNX1 mutations were more common in older patients and almost never coexisted with NPM1 mutations, RUNX1 mutation–associated expression signatures were derived in older, NPM1 wild-type patients and featured upregulation of genes normally expressed in primitive hematopoietic cells and B-cell progenitors, including DNTT, BAALC, BLNK, CD109, RBPMS, and FLT3, and downregulation of promoters of myelopoiesis, including CEBPA and miR-223. Conclusion RUNX1 mutations are twice as common in older than younger patients with CN-AML and negatively impact outcome in both age groups. RUNX1-mutated blasts have molecular features of primitive hematopoietic and lymphoid progenitors, potentially leading to novel therapeutic approaches.


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

Medicina ◽  
2020 ◽  
Vol 56 (12) ◽  
pp. 637
Author(s):  
Sergiu Pasca ◽  
Ancuta Jurj ◽  
Ciprian Tomuleasa ◽  
Mihnea Zdrenghea

Background and objectives: Mutational analysis has led to a better understanding of acute myeloid leukemia (AML) biology and to an improvement in clinical management. Some of the most important mutations that affect AML biology are represented by mutations in genes related to methylation, more specifically: TET2, IDH1, IDH2 and WT1. Because it has been shown in numerous studies that mutations in these genes lead to similar expression profiles and phenotypes in AML, we decided to assess if mutations in any of those genes interact with other genes important for AML. Materials and Methods: We downloaded the clinical data, mutational profile and expression profile from the TCGA LAML dataset via cBioPortal. Data were analyzed using classical statistical methods and functional enrichment analysis software represented by STRING and GOrilla. Results: The first step we took was to assess the 196 AML cases that had a mutational profile available and observe the mutations that overlapped with TET2/IDH1/2/WT1 mutations. We observed that RUNX1 mutations significantly overlap with TET2/IDH1/2/WT1 mutations. Because of this, we decided to further investigate the role of RUNX1 mutations in modulating the level of RUNX1 mRNA and observed that RUNX1 mutant cases presented higher levels of RUNX1 mRNA. Because there were only 16 cases of RUNX1 mutant samples and that mutations in this gene determined a change in mRNA expression, we further observed the correlation between RUNX1 and other mRNAs in subgroups regarding the presence of hypermethylating mutations and NPM1. Here, we observed that both TET2/IDH1/2/WT1 and NPM1 mutations increase the number of genes negatively correlated with RUNX1 and that these genes were significantly linked to myeloid activation. Conclusions: In the current study, we have shown that NPM1 and TET2/IDH1/2/WT1 mutations increase the number of negative correlations of RUNX1 with other transcripts involved in myeloid differentiation.


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 ◽  
2014 ◽  
Vol 124 (21) ◽  
pp. 363-363
Author(s):  
Jing Qi ◽  
Qi Cai ◽  
Sandeep Singh ◽  
Ling Li ◽  
Hongjun Liu ◽  
...  

Abstract The inv(16)-created CBFβ-SMMHC fusion protein inhibits differentiation of hematopoietic stem and progenitor cells (HSPCs) and creates pre-leukemic populations predisposed to acute myeloid leukemia (AML) transformation. However, the molecular mechanism underlying the leukemogenic function of CBFβ-SMMHC has been elusive. Given the low TP53 mutation rate in AML, alternative mechanisms disrupting p53 function are expected. We showed thatCBFβ-SMMHC impairs p53 acetylation and p53 target gene activation through formation of an aberrant protein complex with p53 and HDAC8 (Blood, 120: A772; 122(21): 224). We now show that CBFβ-SMMHC binds to p53 and HDAC8 independently through distinct regions and that HDAC8 mediates the deacetylation of p53 associated with CBFβ-SMMHC. In addition, we generated mice carrying a floxed Hdac8 (Hdac8f) allele and crossed with Cbfb56M/+/Mx1-Cre (Kuo YH et al, Cancer Cell 2006). Deletion of Hdac8 signifiacntly (p<0.0001) reduced the incidence of AML and prolonged disease-free survival. Pharmacologic inhibition of HDAC8 activity with HDAC8-selective inhibitors (HDAC8i) reactivates p53 and selectively induces apoptosis of inv(16)+ AML CD34+ cells while sparing normal HSPCs. To test the effect of HDAC8i on LSC engraftment and leukemia-initiating capacity, we generated Cbfb56M/+/Mx1-Cre mice with a Cre-reporter line expressing tdTomato fluorescence protein following Cre-mediated recombination. AML cells (dTomato+/cKit+) treated with HDAC8i (22d) ex vivo showed reduced engraftment (p=0.025) and enhanced survival (p=0.025) in transplanted mice. To examine whether HDAC8i 22d treatment affects the engraftment capacity on surviving cells, we transplanted equal number (2 x 106) of AML cells treated with either 22d or vehicle in another cohort of mice (n=4). We show that HDAC8i 22d treatment reduced the engraftment of dTomato+/cKit+ AML cells and enhanced survival, suggesting that the engraftment capacity is altered in addition to reducing AML cell survival. We next performed preclinical studies to determine the efficacy of in vivo administration of HDAC8i 22d. AML transplanted mice were randomized into two groups, one group treated with vehicle and the other treated with HDAC8i 22d for 2 weeks. Flow cytometry analysis revealed significantly reduced frequency (p=0.0097) and number (p=0.0101) of dTomato+/cKit+ AML cells in the bone marrow and spleen of 22d treated mice compared to vehicle treated group. To further assess the impact on LSC activity, we transplanted bone marrow cells from these treated mice into secondary recipients and analyzed for AML engraftment. Significant reduction in the frequency (p<0.0001) and the number (p=0.0006) of dTomato+/cKit+ AML cells was observed in the bone marrow and spleen. Furthermore, HDAC8i 22d treated transplants showed no signs of leukemia while vehicle treated transplants are moribund with aggressive AML. These results indicate that HDAC8 inhibition by 22d treatment effectively eliminates engraftment and leukemia-initiating capacity of AML LSCs. In conclusion, our studies identify a novel post-translational p53-inactivating mechanism and demonstrate selective HDAC8 inhibition as a promising approach to target inv(16)+ AML LSCs. Disclosures No relevant conflicts of interest to declare.


Blood ◽  
2007 ◽  
Vol 110 (11) ◽  
pp. 3181-3181
Author(s):  
Zejuan Li ◽  
Jun Lu ◽  
Miao Sun ◽  
Shuangli Mi ◽  
Hao Zhang ◽  
...  

Abstract Acute myeloid leukemia (AML) is the most common type of acute leukemia in adults. It is estimated that 13,410 cases will be diagnosed and 8,990 will die of AML in the United States in 2007 (http://seer.cancer.gov). AML is a genetically diverse hematopoietic malignancy with variable response to treatment. Expression profiling of protein-coding genes using DNA microarray in AML has resulted in inconsistent data from different laboratories. Therefore, further validation of these observations in large cohorts and in independent studies is definitely required before clinical application becomes feasible. Recently, Golub and colleagues described a new, bead-based flow cytometric microRNA (miRNAs, miRs) expression profiling method that could successfully classify tumors. MiRNAs are endogenous ∼22 nucleotide non-coding RNAs, which can function as oncogenes and tumor suppressors. To provide new insights into the complex genetic alterations in leukemogenesis and to identify novel markers for diagnosis and treatment of AML, we performed a genome-wide analysis of miRNA expression profiles using the bead-based method on 54 AML samples with common translocations including t(15;17), t(8;21), inv(16), and 11q23 rearrangement, along with normal controls. In both unsupervised and supervised hierarchical cluster analyses, we observed that t(15;17) samples grouped together as one cluster, as do the 11q23 rearrangement samples. Interestingly, t(8;21) and inv(16), both CBF (core-binding factor) AMLs, grouped together as a unique cluster. Forty-one miRNAs exhibited significantly differential expression between different subtypes of AMLs, and/or between AMLs and normal controls. Notably, expression signature of a minimal number of two, three, and seven miRNAs could be used for class prediction of CBF, t(15;17), and 11q23 rearrangement AMLs, respectively, with an overall diagnostic accuracy of 94–96%. We further showed that overexpression of the two discriminatory miRNAs in CBF AML is associated with epigenetic regulation, rather than DNA copy number amplification. Moreover, several important target genes of these discriminatory miRNAs have also been validated. We are currently exploring the role of these discriminatory miRNAs and their critical target genes in the development of AML using in vitro and in vivo models. This work will enhance our understanding of the biological role of these miRNAs and their targets in leukemogenesis.


Blood ◽  
2008 ◽  
Vol 112 (11) ◽  
pp. 1481-1481
Author(s):  
Giovanni Del Poeta ◽  
Maria Ilaria Del Principe ◽  
Francesco Buccisano ◽  
Luca Maurillo ◽  
Benedetta Neri ◽  
...  

Abstract The unbalance between anti-apoptotic (bcl-2) and pro-apoptotic mitochondrial proteins (bax) represents a critical mechanism explaining the high rate of resistance and treatment failure in acute myeloid leukemia (AML) (Del Poeta, 2003). Moreover, the availability of novel and effective pro-apoptotic compounds such as bortezomib (Attar, 2008) and gemtuzumab (Del Poeta, 2008) moved us to widely investigate the impact of mitochondrial proteins such as bcl-2, bax and 7A6 on AML prognosis. 7A6 antigen has been found to be exposed on the mitochondrial membrane during the early stages of apoptosis and is recognized by monoclonal antibody APO2.7. For this purpose, a large series of 420 non M3 AML patients (pts), median age 63 years, treated with intensive chemotherapy regimens, were tested. The aims of our research were: to correlate bax/bcl-2 and APO2.7/bcl-2 ratios, as measures of mitochondrial apoptosis, with other well-known prognostic factors such as age, cytogenetics, FLT3-ITD, P-glycoprotein; to evaluate whether mitochondrial apoptosis was able to dissect normal karyotype AML with regard to prognosis, and finally to confirm that mitochondrial apoptosis is an independent prognostic factor. Bcl-2, bax and 7A6 proteins were assessed by multicolor flow cytometry and bax/bcl-2 or APO2.7/bcl-2 ratios were obtained by dividing mean fluorescence intensity (MFI) of bax/MFI bcl-2 or MFI of APO2.7/MFI bcl-2. The thresholds of positivity were set at the median values &gt;0.35 and &gt;0.60, respectively. Fifty-nine percent of pts were bax/bcl-2 positive and 50% were APO2.7/bcl-2 positive. There were strict correlations between higher bax/bcl-2 or higher APO2.7/bcl-2 and FAB M2 or M4/M5 AML subgroups (p&lt;0.0001). Bax/bcl-2&gt;0.35 or APO2.7/bcl-2&gt;0.60 and CD34 negativity (p&lt;0.0001) or normal karyotype (p&lt;0.0001 and p=0.003) were closely associated. On the other hand, no significant relationships were found between bax/bcl-2 or APO2.7/bcl-2 and age, white blood cell count, P-glycoprotein or FLT3-ITD. A higher complete remission (CR) rate was found in pts either with higher bax/bcl-2 or higher APO2.7/bcl-2 (68% vs 32% and 60% vs 40%, p&lt;0.0001). Moreover, a shorter time to relapse was observed in pts with bax/bcl-2 &lt;0.35 (3.3 months vs 6 months, p=0.011). Overall survival (OS) and disease-free survival (DFS) were longer in pts with higher bax/bcl-2 (18% vs 0% at 3.5 years, p&lt;0.0001 and 19 vs 0% at 2.7 years, p=0.00007) or higher APO2.7/bcl-2 (14% vs 2% at 4 years, p&lt;0.0001 and 8% vs 0% at 4 years, p=0.02). Furthermore, in order to demonstrate the independent prognostic impact of the mitochondrial proteins, we investigated bax/bcl-2 and APO2.7/bcl-2 within the normal karyotype subgroup (243 pts). As a matter of fact, within this subset, higher bax/bcl-2 or higher APO2.7/bcl-2 were associated with higher CR rate (76% vs 24% and 64% vs 36%, p&lt;0.0001) and longer OS (16% vs 0% at 3.5 years, p=0.00001 and 14% vs 4 at 4 years, p=0.002). The independent prognostic value of bax/bcl-2 and APO2.7/bcl-2 was confirmed in multivariate analysis with regard to CR (p=0.00007 and p=0.0005) and OS (p=0.0009 and p=0.03). Therefore, the significant and independent prognostic role of mitochondrial apoptosis implies that therapeutic strategies for improving outcome in AML should be focused on apoptosis-inducing compounds combined with conventional chemotherapy.


2010 ◽  
Vol 28 (36) ◽  
pp. 5257-5264 ◽  
Author(s):  
Sebastian Schwind ◽  
Kati Maharry ◽  
Michael D. Radmacher ◽  
Krzysztof Mrózek ◽  
Kelsi B. Holland ◽  
...  

PurposeTo evaluate the prognostic significance of expression levels of a single microRNA, miR-181a, in the context of established molecular markers in cytogenetically normal acute myeloid leukemia (CN-AML), and to gain insight into the leukemogenic role of miR-181a.Patients and MethodsmiR-181a expression was measured in pretreatment marrow using Ohio State University Comprehensive Cancer Center version 3.0 arrays in 187 younger (< 60 years) adults with CN-AML. Presence of other molecular prognosticators was assessed centrally. A gene-expression profile associated with miR-181a expression was derived using microarrays and evaluated by Gene-Ontology analysis.ResultsHigher miR-181a expression associated with a higher complete remission (CR) rate (P = .04), longer overall survival (OS; P = .01) and a trend for longer disease-free survival (DFS; P = .09). The impact of miR-181a was most striking in poor molecular risk patients with FLT3-internal tandem duplication (FLT3-ITD) and/or NPM1 wild-type, where higher miR-181a expression associated with a higher CR rate (P = .009), and longer DFS (P < .001) and OS (P < .001). In multivariable analyses, higher miR-181a expression was significantly associated with better outcome, both in the whole patient cohort and in patients with FLT3-ITD and/or NPM1 wild-type. These results were also validated in an independent set of older (≥ 60 years) patients with CN-AML. A miR-181a-associated gene-expression profile was characterized by enrichment of genes usually involved in innate immunity.ConclusionTo our knowledge, we provide the first evidence that the expression of a single microRNA, miR-181a, is associated with clinical outcome of patients with CN-AML and may refine their molecular risk classification. Targeted treatments that increase endogenous levels of miR-181a might represent novel therapeutic strategies.


Sign in / Sign up

Export Citation Format

Share Document