Key Points
High miR-10 family expression levels in AML patients are associated with achieving complete remission to induction chemotherapy.
Functional experiments did not show any impact of miR-10a-5p in AML blast growth or survival at baseline conditions or after chemotherapy.
Abstract
Nucleophosmin-mutated acute myeloid leukemia (NPM1mut-AML) patients have a high rate of complete remission (CR) to induction chemotherapy. However, the mechanisms responsible for such effects are unknown. Because miR-10 family members are expressed at high levels in NPM1mut-AML, we evaluated whether these microRNAs could predict chemotherapy response in AML. We found that high baseline miR-10 family expression in 54 untreated cytogenetically heterogeneous AML patients was associated with achieving CR. However, when we included NPM1 mutation status in the multivariable model, there was a significant interaction effect between miR-10a-5p expression and NPM1 mutation status. Similar results were observed when using a second cohort of 183 cytogenetically normal older (age ≥ 60 years) AML patients. Loss- and gain-of-function experiments using miR-10a-5p in cell lines and primary blasts did not demonstrate any effect in apoptosis or cell proliferation at baseline or after chemotherapy. These data support a bystander role for the miR-10 family in NPM1mut-AML.
Introduction
Mutations of the nucleophosmin (NPM1) gene, usually occurring at exon 12, represent the most common genetic alteration in cytogenetically normal acute myeloid leukemia (CN-AML) (50% to 60% of cases) and account for about one-third of all adult AML.1-3 The presence of NPM1 mutations is associated with high complete remission (CR) rates in young and elderly AML patients (70% to 85%).1-3 However, the mechanisms responsible for such an effect on chemotherapy response are unknown. Unraveling those mechanisms will be critical to understand why NPM1 mutations are associated with high CR and may provide novel targets for therapeutic development.
MicroRNAs (miRNAs) are small noncoding RNAs that regulate gene expression by repressing or promoting translation and/or accelerating messenger RNA decay.4 MiRNA expression is dysregulated in AML blasts5 and is associated with specific cytogenetic and molecular alterations.5-8 It has been shown that a unique miRNA signature is associated with CN-AML patients harboring NPM1 mutations and includes the strong upregulation of miR-10a-5p and miR-10b-5p.7,8 However, the functional role of these 2 miRNAs in NPM1-mutated AML (NPM1mut-AML) is unknown. Here, we asked whether the miR-10 family could predict chemotherapy response in AML and whether the chemotherapy sensitivity and high CR rates observed in NPM1mut-AML patients could be mediated through miR-10 family members. To answer these questions, we analyzed miR-10 family expression in relation to CR and NPM1 mutation status in 2 cohorts of de novo AML patients. Furthermore, we performed miR-10a-5p gain- and loss-of-function studies using AML cell lines and primary AML samples before treatment and after chemotherapy.
Study design
Patient samples and microarray experiments
Pretreatment miRNA expression was analyzed in 54 de novo adult AML patients obtained from the MD Anderson Cancer Center Leukemia Tissue Bank using the Ohio State University (OSU) miRNA microarray (version 3).6 MiR-10 family expression levels were also measured in a second cohort of 183 older (age ≥ 60 years) de novo CN-AML patients treated on CALGB/ALLIANCE protocols using the OSU miRNA microarray6 (Gene Expression Omnibus accession number GSE55519). Patient characteristics are shown in supplemental Tables 1 and 2. These studies were performed under the OSU institutional review board protocol 2005C0014. These studies were conducted in accordance with the Declaration of Helsinki.
Cell transfections and functional experiments
See figure legends and supplemental Methods (available on the Blood Web site) for details.
Results and discussion
To identify whether miR-10 family members are associated with CR, we first analyzed the expression of these miRNAs in 54 de novo adult AML BM samples (supplemental Table 1) before treatment with idarubicin and cytarabine using the OSU miRNA microarray platform. Patients with induction deaths were excluded. First, we compared pretreatment miR-10a-5p and miR-10b-5p expression in patients who achieved CR (n = 28) vs those who did not (no-CR) (n = 26). The median miR-10a-5p levels were 12.1 (range, 4.2-14.2) in CR patients and 9.1 (range, 5.1-13.5) in no-CR patients (P = .003), whereas the median miR-10b-5p levels were 12.2 (range, 4.2-13.7) in CR patients and 8.1 (range, 4.2-13.1) in no-CR patients (P = .002) (Figure 1A-B and supplemental Table 3).9,10 Similar results were obtained when we compared pretreatment whole miRNA expression between CR and no-CR patients. We found a miRNA signature comprised of 9 miRNAs (> 2 fold change, P < .05; supplemental Table 4), where the top 3 upregulated miRNAs in CR patients were miR-10a-3p, miR-10b-5p, and miR-10a-5p (fold change 8.3, 6.9, and 3.7, respectively). Univariable logistic regression analyses for CR showed significant associations with cytogenetics, age, NPM1 status, and miR-10a-5p and miR-10b-5p (Table 1). We next assessed significance of miR-10 expression for CR when adjusting for these other significant factors (age, NPM1 status, unfavorable cytogenetic prognostic group, and CN-AML). In multivariable analysis incorporating all of the covariates in the model, we found that miR-10a-5p and NPM1 mutation status maintained significant associations with achievement of CR (P = .019 and P = .005, respectively; Table 1). Interestingly, when we included only miR-10a-5p and NPM1 mutation status in the model, NPM1 mutation status remained significant along with a significant interaction effect with miR-10a-5p, where NPM1 mutation status modifies the effect of miR-10a-5p on CR incidence (P = .033) (supplemental Figure 1). In the additional data set of older (age ≥ 60 years) de novo CN-AML patients treated on CALGB/ALLIANCE protocols, we also saw that miR-10a-5p and miR-10b-5p associated with CR status (P = .014 and P = .054, respectively) (supplemental Table 5). The univariable logistic regression significantly associated with NPM1 status, but not with miR-10a-5p or miR-10b-5p (supplemental Table 6). There was, however, a significant interaction between miR-10a-5p and NPM1 status (interaction P = .027). In the multivariable analyses after adjusting for BAALC expression status, we found the interaction between miR-10a-5p and NPM1 mutation status remained significantly associated with achievement of CR (interaction P = .010), whereas miR-10b-5p did not (P = .92) (Table 1).
Factor . | Univariable analysis . | Multivariable analysis . | |
---|---|---|---|
OR . | P value . | P value . | |
MD Anderson Cancer Center data set* | |||
miR-10a-5p | 1.33 | .014 | .019 |
miR-10b-5p | 1.32 | .004 | .117 |
NPM1 mutation | 10.50 | <.001 | .005 |
Age | 0.94 | .032 | .115 |
Unfavorable PG† | 0.16 | .013 | .221 |
CN-AML | 7.36 | .001 | .704 |
CALGB/ALLIANCE data set‡ | |||
miR-10a-5p | 1.06 | .23 | .01§ |
NPM1 mutation | 3.68 | <.001 | |
miR-10b-5p | 1.08 | .18 | .92 |
BAALC expression | 0.18 | <.001 | .001 |
Factor . | Univariable analysis . | Multivariable analysis . | |
---|---|---|---|
OR . | P value . | P value . | |
MD Anderson Cancer Center data set* | |||
miR-10a-5p | 1.33 | .014 | .019 |
miR-10b-5p | 1.32 | .004 | .117 |
NPM1 mutation | 10.50 | <.001 | .005 |
Age | 0.94 | .032 | .115 |
Unfavorable PG† | 0.16 | .013 | .221 |
CN-AML | 7.36 | .001 | .704 |
CALGB/ALLIANCE data set‡ | |||
miR-10a-5p | 1.06 | .23 | .01§ |
NPM1 mutation | 3.68 | <.001 | |
miR-10b-5p | 1.08 | .18 | .92 |
BAALC expression | 0.18 | <.001 | .001 |
BAALC, brain and acute leukemia cytoplasmic; OR, odds ratio; PG, prognostic group.
Cytogenetically heterogeneous de novo adult AML patients (n = 54). All patients were treated with idarubicin 12 mg/m2 daily on days 1 to 3 and cytarabine 1500 mg/m2 continuous infusion for 4 days.
Unfavorable cytogenetic prognostic group defined by the presence of complex karyotype [≥3 cytogenetic abnormalities excluding t(15;17), t(8;21), or inv16 cases], −7, −5, t(6;9), and inv3 cases.
Older (≥60 years) de novo CN-AML patients (n = 183). Multivariable logistic regression models for the CALGB/ALLIANCE data set were constructed to analyze factors related to the probability of achieving CR using a limited backward-selection procedure.
Interaction.
Next, we asked whether the chemotherapy sensitivity and high CR rates observed in AML patients with NPM1 mutations is mediated through miR-10a-5p expression. To address this question, we first overexpressed miR-10a-5p in AML cell lines with low endogenous miR-10a-5p expression (KG-1a and Kasumi-1) (Figure 1C and supplemental Figure 2) and measured cell proliferation and apoptosis after treatment with cytarabine or controls. As shown in Figure 1D-E (left panels), no changes in cell proliferation or apoptosis between miR-10a-5p and the controls were observed. To investigate whether miR-10a-5p overexpression leads to granulocytic differentiation, the granulocytic marker CD11b and cell morphology were assessed after miR-10a-5p overexpression in Kasumi-1 cells. No differences in CD11b or cell morphology were observed up to 72 hours (not shown). Furthermore, we knocked down miR-10a-5p in 2 AML cells lines with high levels of miR-10a-5p (K562 and the NPM1-mutated OCI-AML311 ; see Figure 1C and supplemental Figure 2) using anti–miR-10a-5p or scrambled control. Subsequently, the cells were cultured in the presence or absence of cytarabine, and cell proliferation and apoptosis were measured. No differences in cell proliferation and apoptosis were observed for either cell line (Figure 1D-E, right panels). These results were confirmed in 4 primary AML patient samples: 2 with NPM1 wild-type and low levels of miR-10a-5p that were transfected with nanoparticle-conjugated synthetic miR-10a-5p, and 2 with NPM1-mutated and high levels of miR-10a-5p that were transfected with nanoparticle-conjugated antimiR-10a-5p. No significant difference was found in apoptosis after 48 hours with or without cytarabine (Figure 1F-G and supplemental Figure 2).
In this Brief Report, we demonstrated that high miR-10a-5p expression levels in AML patients are associated with achieving CR, but the interaction effects between NPM1 mutation status and miR-10a-5p expression was most significant overall and suggests that NPM1 mutation status modifies the effects of miR-10a-5p expression. We and others initially described that high expression of the miR-10 family strongly associated with NPM1 mutation status.7,8 It has also been reported that CN-AML patients harboring NPM1 mutations exhibit high CR rates in young and in elderly patients.1-3,12 However, the mechanism by which the presence of NPM1 mutations is associated with chemotherapy sensitivity and high CR rate is not known. Because miRNAs have been involved in chemotherapy resistance,13-15 we reasoned that the high CR rates observed in NPM1mut-AML patients could be mediated by the upregulation of miR-10a-5p expression and subsequent modulation of critical targets involved in chemotherapy sensitivity. However, our miR-10a-5p gain- and loss-of-function experiments in cell lines and in primary AML samples did not demonstrate any effect in apoptosis and cell proliferation in baseline conditions nor after cytarabine treatment. Thus, it is unlikely that miR-10a-5p has any role in chemotherapy sensitivity of AML samples with NPM1 mutations. These experiments also argue against any critical role of this miRNA in leukemogenesis of NPM1mut-AML, because its inhibition in AML cell lines and primary samples does not result in any significant phenotype.
The online version of this article contains a data supplement.
The publication costs of this article were defrayed in part by page charge payment. Therefore, and solely to indicate this fact, this article is hereby marked “advertisement” in accordance with 18 USC section 1734.
Acknowledgments
V.H. was supported by a grant Télévie from the Belgian Fonds National de la Recherche Scientifique. This study was supported in part by grants from the National Institutes of Health, National Cancer Institute (CA049639 and CA16672) (M.A.), (CA055164) (M.A., C.M.C., and R.G), and (CA101140) (G.M).
Authorship
Contribution: V.H., P.R., C.E.A., C.M.C., D.N., S.M.K., M.A., G.M., C.D.B., and R.G. designed research; S.M.K, and C.D.B. provided patient samples and C.D.B. and M.A. provided clinical data; V.H., P.R., C.E.A., and D.N performed research; V.H., P.R., C.E.A., S.V., C.M.C., C.D.B., and R.G. analyzed data; and V.H. and R.G. wrote the paper. All authors critically reviewed and edited the paper.
Conflict-of-interest disclosure: The authors declare no competing financial interests.
Correspondence: Ramiro Garzon, The Ohio State University Comprehensive Cancer Center, Biomedical Research Tower, Room 1084, 460 West 12th Ave, Columbus, OH 43210; e-mail: ramiro.garzon@osumc.edu.
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