Bone Marrow ResearchVolume 2013 (2013), Article ID 269107, 12 pageshttp://dx.doi.org/10.1155/2013/269107

Review Article

The Role of miRNA in Haematological Malignancy

Stephanie Gounaris-Shannon and Timothy Chevassut

Brighton and Sussex Medical School, University of Sussex, Brighton, East Sussex BN1 9PS, UK

Received 31 July 2013; Accepted 1 October 2013

Academic Editor: Guido Kobbe

Copyright © 2013 Stephanie Gounaris-Shannon and Timothy Chevassut. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract.

Currently, there are over 1,800 annotated human miRNAs, many of which have tissue-specific expression. Numerous studies have highlighted their role in haematopoietic differentiation and proliferation, acting as master regulators of haematopoietic stem cell function. Aberrant expression of miRNAs has been observed in haematological cancers, exhibiting unique expression signatures in comparison to normal counterparts. Functional and target analyses as well as animal models have attempted to annotate how different miRNA may contribute to the pathophysiology of these malignancies from modulating cancer associated genes, functioning directly as oncogenes or tumour suppressor genes or acting as bystanders or regulators of the epigenetic mechanisms in cancer. miRNAs have also been shown to play a role in modulating drug resistance and determining prognosis between the various subtypes of blood cancers. This review discusses the important role that miRNAs play in haematological malignancies by exploring associations that exist between the two and trying to examine evidence of causality to support the tantalising possibility that miRNAs might serve as therapeutic targets in blood cancers.

1. Introduction

The haematological malignancies are a diverse group of neoplastic diseases. They are representing the fifth most common cancer in the UK and are among the twenty most common causes of cancer deaths in the UK [1]. A combination of clinical, cytogenetic, and genetic features and immunophenotype and cell morphology are used to stratify each of the haematological cancers further into subtypes [2]. Tumourigenesis has long been attributed to the alteration of oncogenes and tumour suppressor genes [3]. However, the discovery of non-protein-coding RNA, such as microRNAs (miRNAs) and their possible associations with cancer, has certified suspicions that tumour pathogenicity is far more complex than the simple deregulation of protein-coding genes and warrants further investigation.

There are currently 1,862 miRNAs annotated in humans [4], most of which are evolutionarily conserved. miRNAs are 20–22 nucleotide transcripts in their mature form and function to inhibit gene expression via negative regulation of mRNA at a posttranscriptional level [5] (Figure 1). In vivo mice studies have illustrated that disruption of miRNA biogenesis through depletion of Dicer leads to embryological and developmental arrest and subsequent incompatibility with life [6]. miRNAs have since been demonstrated to be vital in other essential biological processes such as metabolism [5, 7], proliferation and differentiation [5, 8], apoptosis [5, 9] and haematopoietic lineage differentiation [5]. Considering that proliferation, differentiation, and regulation of apoptosis are fundamental hallmarks of cancer development, it is unsurprising that miRNAs have also been linked to tumourigenesis. The notion that miRNA may be involved in cancer pathogenesis came from studies by Calin et al. who noted that the location of approximately 50% of miRNA genes correlated to cancer-associated genomic regions (CAGRs) or fragile sites [10].

Figure 1: The basics of the biogenesis of miRNA. In most cases, RNA pol II transcribes long primary miRNA (pri-miRNA) transcripts which are cleaved by the RNase III endonuclease Drosha, producing a pre-miRNA. Exportin-5 mediates pre-miRNA exit from the nucleus to the cytoplasm where it is further processed by Dicer, another RNase III endonuclease, producing a 20–22 nucleotide mature miRNA duplex. One strand of the duplex is incorporated into the protein complex RISC (RNA-induced silencing complex) based on its complementarity to the 3′UTR of the mRNA. At this point, the mRNA is either posttranscriptionally silenced or degraded [11].

Perturbed miRNA expression in haematological cancers alone cannot certify a direct and causal link between miRNA and cancer development or progression [3]. However, where many studies have solely identified a loose association between certain haematological cancers and aberrant miRNA expression, others have been able to illustrate their role as oncogenic or tumour suppressors in nature through validation of cancer associated targets, and these miRNAs will primarily be the focus of this review.

2. miRNA and the Haematological Malignancies

2.1. The Chronic Leukaemias

The mass expansion of mature B cells in the bone marrow that characterises chronic lymphocytic leukaemia (CLL) is largely a result of defective apoptosis rather than excess proliferation [3, 12] and many of these cells are halted in cell cycle progression at the G0/G1 phase [12]. Overexpression of the antiapoptotic BCL2 gene is frequently found in patients [12]. CLL can be broadly divided into two subgroups based on the presence or absence of somatically mutated immunoglobulin variable heavy chain (IgVH) genes and levels of zeta-chain-associated protein kinase 70 (ZAP70). These two factors have a widely accepted prognostic value, with patients who exhibit IgVH mutations and low ZAP70 levels fairing better [13]. Deletions of 13q14.3, 11q23, and 6q12, as well as trisomy-12, are common abnormalities associated with CLL [12].

In an attempt to further understand chromosome 13q14.3 deletions, it was found that miR-15a/16-1 were the only genes localised to this region [14]. Cimmino et al. demonstrated an inverse correlation between expression levels of miR-15a/16-1 in CLL cells in comparison to normal CD5+ lymphoid cells extracted from patients or healthy controls, respectively [15]. Complementarity between these miRNAs and BCL2 was found conserved both in humans and mice [15], and the direct interaction of miR-15a and miR-16-1 was demonstrated through reduced expression of a luciferase reporter construct containing the BCL2 3′UTR [15]. To confirm that downregulation of miR15a/16-1 leads to apoptosis, the same group identified apoptotic DNA fragments in MEG-01 cells transfected with these miRNAs, and subsequent immunoblot assays identified activation of APAF-1-caspase-9-PARP pathway, illustrating that Bcl2 downregulation and subsequent apoptosis by miR-15a/16-1 are mediated through the intrinsic apoptotic pathway [15]. These data demonstrate that miR-15a/16-1 may act as bona fide tumour suppressor genes and loss of function of these miRNAs possibly contributes to CLL pathogenesis. Other work has further characterised roles of miR-15a/16-1 in regulation of cell cycle control, with many predicted targets of these miRNAs acting as important regulators of the G0/G1 transition [16, 17]. Therefore, downregulation of miR-16 in haematological cancer may contribute to uncontrolled cell cycle progression and tumourigenesis, as well as defective cell apoptosis (Figure 2).

(a)

(b)

Figure 2: Comparison of possible downstream effects of miR-15a/16-1 during (a) healthy cells and (b) CLL cells. In healthy cells, high miR-15a/16-1 expression results in appropriate silencing of targets BCL2, WT1, and cell cycle factors. In CLL, low miR-15a/16-1 expression results in uninhibited expression of BCL2, WT1, and the cell cycle factors resulting in evasion of apoptosis and uncontrolled cell cycle progression.

Only 60% of CLL patients demonstrate the 13q14.3 deletion [18], meaning that high BCL2 expression in most patients cannot be explained by miR15a/16-1 downregulation alone. Additionally, the majority of 13q14.3 deletions are monoallelic [16], suggesting additional aberrations of the remaining alleles are required in order for miR-15a/16-1 to fulfil roles as tumour suppressor genes according to Knudson’s two-hit hypothesis [19]. An explanation might lie in the presence of miRNA-associated mutations. In the CLL-prone New Zealand black (NZB) mouse model, reduced expression of miR-16-1 was identified secondary to a point mutation in the 3′DNA adjacent to the miR-16-1 region [20], and Calin et al. demonstrated that a minority of CLL patients possess germline mutations in pre-miR-15a/16-1 that affect subsequent processing [21]. Despite controversy over the mechanisms by which miR-15a/16-1 mediate their effects, it is clear that these miRNAs play an important role in CLL pathogenesis.

T-cell leukaemia-1 gene (TCL1) drives tumourigenesis by activating the oncogene AKT, driving proliferation and cell survival [22]. It plays a pathological role in CLL [23], found highly expressed in patients with 11q deletion [24] and correlating with aggressive malignancy (high ZAP70 levels and unmutated IgVH) [23, 24]. Overexpression of TCL1 in these cases might be explained by a downregulation of miR-181a and miR-29b, since both act to target TCL-1 [23]. miR-29b also targets antiapoptotic myeloid cell leukaemia sequence 1 (MCL1) [25], an important lymphocytic survival factor associated with CLL [26]. These tumour suppressor miRNAs may make optimal treatment options for TCL1 or MCL1 expressing CLL patients [12]. Interestingly, miR-181a has conversely shown upregulation in different morphological subtypes of acute myeloid leukaemia (AML) [27], demonstrating that certain miRNAs may have dual functions (tumour suppressor or oncogenic) depending on cell type and context.

Abnormalities of the tumour suppressor gene tumour protein 53 (TP53) can be found in CLL patients with chromosome 17p13 aberrations [13]. Using real-time quantitative polymerase chain reaction (qRT-PCR), patients with TP53 abnormalities were analysed for the expression of 35 miRNAs. Downregulation of p53-regulated miR-34a was demonstrated [13]. Several genes involved in cell cycle progression and linked to tumourigenesis (CDK4, CDK6, MYCN, Cyclin-E, and E2F1) have been validated as direct targets of miR-34a [13]. Additionally, levels of miR-29c and miR-17-5p were also reduced. The latter is part of the miR-17-92 cluster and has been shown to target E2F1, p21, and Cyclin-D1 [28], suggesting a role as a tumour suppressor. A different study conversely showed upregulation of miR-34a and members of the miR-29 family [29], and high expression of miR-331 in CLL patients, suspected but not validated to target suppressor of cytokine signalling 1 (SOCS1) [29, 30]. Reduced SOCS1 levels have been previously found in cancers [31] and this would prevent negative feedback of the JAK/STAT pathway and might allow cell proliferation, cell survival, and angiogenesis to progress uninhibited [32].

Analysis of miRNA in CD19+ cells from peripheral blood of CLL patients and healthy controls revealed deregulation of various miRNAs, including miR-155, miR-150, miR-21, and miR-101 [33]. Although potential targets were not discussed within this study, some have previously shown experimentally validated targets. Table 1 defines directly downregulated targets validated by luciferase reporter assays as determined by TarBase [30]. Particularly, the downregulation of PU.1 by miR-155 may be of relevance in CLL as multiple studies have identified a correlation between PU.1 and lymphoid tumourigenesis [34].

Table 1: Experimentally validated targets of miRNA overexpressed in Fulci et al. [33].

Experimentally validated targets (derived from TarBase [30])

miR-150
MYB and c-myb

miR-155
AGTR1, SMAD2, TP53INP1, BACH1, TAB2, SHIP1, Ets-1, JARID2, DHX40, NARS, ARID2, TRIP13, PHC2, PKN2, PKIalpha, NF-κB, PICALM, KBTBD2, UBQLN1, ETS1, PALD1, DET1, HIVEP2, LRRC59, ARL15, CSNK1A1, TLE4, MRPS27, ZNF652, C16orf62, ZKSCAN5, FAM177A1, PDCD4, MASTL, ZNF273, MED13L, C3orf18, GATM, E2F2, NDS3, VPS18, MCM8, ZNF28, PHF14, PAK2, SMARCA4, SBP2, SAC2, HBP1, LKAP, CCDC41, KLHL5, WEE1, DCUN1D2, AGO4, WWC1, FAM91A1, MPP5, MRPL18, TM6SF1, APAF1, ARMC2, LCORL, RAB11FIP2, DRE2, WBP1L, RAPGEF2, TRAK1, ZNF254, CEP41, LDOC1, TBC1D14, CYP2U1, IL17RB, MAP3K10, INTS6, FAM199X, INTS6, TSPAN14, PRKAR1A, SAP30L, TAF5L, MATR3, LRIF1, MBNL3, MORC3, PHF17, CLUAP1, CARD11, LNX2, LSM14A, PCDH9, EXOSC2, MEF2A, CARHSP1, ANAPC16, NFAT2CIP, PU.1, c-myb, C/EBP, BC0RL1, SHIP, RREB1, GNAS, NIK, and GPM6B

miR-21
PDCD4, PTEN, RECK, PPARa, TIMP3, TPM1, FasL, TGFBR2, SERPINB5, Pdcd-4, and CDK2AP1

miR-101
MYCN, ATP5B, EZH2, and MCL1

Chronic myeloid leukaemia (CML) is a clonal malignancy of predominantly myeloid cells characterised by a chronic phase (CML-CP) followed by an accelerated phase and blast crisis (CML-BC) [35]. A hallmark of CML is the well-characterised aberration, otherwise known as the Philadelphia chromosome [35], which results in the BCR-ABL fusion gene in over 95% of patients [36]. This fusion protein is susceptible to tyrosine kinase inhibition, and subsequently imatinib mesylate has been the gold standard treatment [37]. However, evidence shows imatinib is unable to fully inactivate BCR-ABL signals [36] and a number of patients are resistant to this therapy [37], highlighting the need to further understand the biology of CML.

Using qRT-PCR, Agirre and colleagues analysed 157 miRNAs in CD34+ cells between CML patients and healthy donors. They found one upregulated miRNA (miR-96) and four downregulated (miR-151, miR-150, miR-125a, and miR-10a) that were able to consistently differentiate CML cells from normal CD34+ cells in two separate cohorts [36]. Treatment of the Mo7e leukaemic cell line with imatinib correlated with an upregulation of miR-150 and miR-151, suggesting that in CML these miRNAs might be downregulated as a consequence of BCR-ABL1 activity [36]. The same investigations suggest miR-10a is downregulated in CML patients independent of BCR-ABL activity [36]. This might help to explain the persistence of disease in some patients despite imatinib therapy. In line with this hypothesis, reexpression of miR-10a in CML CD34+ cells inhibited cell growth, demonstrating its potential role as a tumour suppressor in CML [36]. Gene array studies have identified high expression of the transcription factor upstream stimulatory factor 2 (USF2) in CML patients, and USF2 has been proposed as a miR-10a target through computational algorithms [36]. An association between the two was demonstrated, as colon carcinoma RKO cells transfected with pre-miR-10a showed a significant decrease in mRNA levels of USF2 [36]. Furthermore, predicted base pairing between USF2 and miR-10a showed perfect complementarity and luciferase reporter assays revealed that renilla luciferase activity of the USF2 3’UTR vector was significantly reduced in RKO cells when transfected with miR-10a [36].

The BCR-ABL fusion gene also upregulates the miR-17-92 cluster [38]. This cluster is conserved in the chromosome 13 open reading frame 25 (c13orf25) genomic region of chromosome 13q31-32 and is transcriptionally regulated by c-myc, which works cooperatively with BCR-ABL in CML pathogenesis [38]. The cluster likely has an oncogenic role in CML as overexpression induced proliferation in vitro [38]. Interestingly, miR-17-92 showed high expression in CML-CP, but not in blast crisis CML-BC [38], despite this phase being characterised by increased BCR-ABL activity [39]. Different members of the miR-17-92 cluster affect genes whose inhibition results in proliferation and inhibition of apoptosis, such as E2F1, PTEN, and BIM [40]. These experiments give an initial insight into different pathological mechanisms between CML-CP and CML-BC.

A novel role of miRNA has been identified during blast crisis. In this phase, increased BCR-ABL activity results in aberrant activity of RNA binding proteins (RBPs) [39]. One RBP affected is hnRNPE2 which arrests myeloid differentiation through interaction with C/EBPa [41, 42]. Micro-array, northern blot, and qRT-PCR approach identified miR-328 as downregulated in CML-BC secondary to BCR-ABL activity both in vitro and in vivo [39]. Postulating that miRNA and RBPs may interact, Eiring et al. showed that loss of miR-328 in CML-BC is regulated by hnRNP-E2, as an inverse correlation between the two exist, suggesting hnRNP-E2 may mediate miR-328 activity. They identified that the two can interact and do so in a seed sequence independent manner. Reexpression of miR-328 restores differentiation and impairs blast survival not only through traditional seed sequence dependent posttranscriptional silencing of the prosurvival factor PIM1, but also through interacting with hnRNP-E2 (PCBP2), acting as a decoy to rescue C/EBPa mRNA translation and function [39]. Another RBP, hnRNP-A1, is also upregulated in CML-BC and has been shown to bind pri-miR-17-92 [43], which might attempt to explain a lack of miR-17-92 expression in CML-BC, as described previously.

2.2. The Acute Leukaemias

The chromosomal aberrations in acute myeloid leukaemia (AML) are diverse. Some of the common abnormalities include trisomy-8, monosomy-7, translocations such as , , and the inversion of chromosome 16 [35, 44, 45]. The latter three alterations generate the fusion proteins AML-ETO, PML-RARa, and CBFb-MYH11, respectively [31]. Many patients with AML have a normal karyotype and less than one-half of these patients suffer with internal tandem duplication mutations of FLT3 (FLT3-ITD+), a membrane associated tyrosine kinase, which is associated with poor overall survival [31, 35]. A smaller proportion exhibit mutations of C/EBPa, and the majority demonstrate alterations in the nucleophosmin (NPM1) gene. In comparison to FLT3-ITD+ patients, the presence of NPM1 mutations alone offers a better prognosis [35].

Much like AML, acute lymphocytic leukaemia (ALL) is a heterogeneous clonal neoplastic disease of the bone marrow, lymph nodes, thymus, and spleen [46]. It can be subdivided into T-cell or B-cell ALL, both of which are further defined by morphology, immunophenotype, and clinical features as well as cytogenetic aberrations [46]. Over 7,000 cytogenetically abnormal childhood and adult cases of ALL have been identified, most of which involve the B-cell lineage [47]. The prevalence of these chromosomal aberrations differs vastly between adult and child ALL, as is the case with AML [46]. For example, which disrupts the mixed lineage leukaemia (MLL) gene is fourfold more common in children than adults and , the most common chromosomal alteration in AML, is never seen in infants under 12 months with AML [48]. ALL is the most common type of childhood cancer, but despite widespread efforts into treatment approaches, up to one-third of patients relapse and many causes of the malignancy are still undetermined [49]. Evidence suggests that different chromosomal and genetic subtypes of AML and ALL are associated with differential miRNA expression. Analysing the role of miRNA in different leukaemic subtypes may further our understanding of the oncogenic process in the AML and ALL [49].

A number of deregulated miRNAs in AML have been shown to be involved in haematopoiesis (miR-130a, miR-10a, miR-181, miR-451, and miR-155), suggesting that their aberration might be involved in the oncogenic process [50]. Low levels of let-7b and -c have been identified in different subtypes of AML [51], and the causal relationship of its deregulated expression in cancer can be supported by evidence suggesting it targets a number of genes involved in the cancer process such as KRAS, TRIM71, nRAS, MYC, and HMGA2 [31].

miR-10a, miR-10b, and members of the miR-29 family were shown to be overexpressed in mutated NPM1 AML patients [52]. The genes of miR-10a and -b are located within the HOX clusters and upregulation of these two miRNAs has been seen in cytogenetically normal AML (CN-AML) patients in association with HOX gene upregulation [53], suggesting that miRNA may be regulated by expression of neighbouring genes. In a study of 30 AML patients, HOXA1, HOXA13, HOXB1, and HOXB13 were the only HOX genes not to show strongly positive or negative correlation with miR-10a and miR-10b [54]. In contrast, these miRNAs have shown to directly target HOXA1 in the K562 cell line [55]. This might be explained by the small sample size of the patient study or the fact that the correlation between miRNA and HOX genes is specific to species and tissue type [53]. Although the role of HOX genes in cancer biology has not been fully defined [53], evidence suggests HOX genes may prevent apoptosis [55] and HOXA9 has been associated with poor prognosis in AML [56].

Illustrating that differential miRNA expression might be dependent on AML subtypes, miR-29 has conversely shown downregulation in MLL-rearranged AML patients [31]. It has been suggested that miR-29 may play a role in tumourigenesis by inhibiting apoptotic genes such as MCL1, and luciferase vector assays have validated the direct binding of miR-29b to the 3′UTR of MCL1 [57]. In line with this theory, cells from an AML patient cohort underwent apoptosis upon reexpression of miR-29b. Upregulation of miR-24 in AML patients with is thought to be caused by binding of the AML-ETO fusion product to the miRNA gene locus, and overexpression leads to the downregulation of mitogen-activated protein kinase phosphatase 7 (MPK7) [58]. Subsequent lack of inhibition of both c-Jun is thought to cause uncontrolled cell growth in myeloid leukaemia cells [58].

Also implicated in AML is the miR-15a/16-1 cluster, shown to act as tumour suppressor genes [59]. This effect might be mediated through the targeted silencing of BCL2, programmed cell death protein 4 (PDCD4), and Wilms tumour 1 (WT1) [59, 60], the latter of which is frequently detected at high levels in AML [60]. An inverse correlation between this miRNA cluster and WT1 levels was shown in primary AML blasts in comparison to their normal counterparts [59]. However, luciferase reporter assays identified that this association is not mediated directly through miRNA translational silencing of the WT1 mRNA [59] and further research into the mechanisms of WT1 silencing in AML patients is warranted.

The miR-17-92 has been reported to act as an oncogene in lymphoid tissue [61], and miR-17-19b is associated with the downregulation of p21, an inhibitor of cell cycle progression [62]. In one study, murine myeloid progenitors were cotransduced with the MLL-rearrangement (MLL-AF10) and miR-17-19b, and then transplanted into lethally irradiated mice. The leukaemia that subsequently developed was more aggressive than that in mice without miR-17-19b expression [62]. Along with 19 other genes, p21 is a predicted target of miR-17-92 and p21 3′UTR shows perfect complementarity to the seed region of miR-17-5p [62]. Knockdown of p21 in MLL-transduced murine myeloid progenitors mimicked the effect of miR-17-19b overexpression in MLL-rearranged leukaemia cells [62]. In T-ALL without MLL-rearrangements, miR-17-92 has also shown oncogenic potential as induced expression of miR-19 accelerated the development of ALL in mice [63]. As with many targets of miRNA, four confirmed targets of miR-19 (Bim, PTEN, PRKAA1, and PP2A) act to negatively regulate the phosphatidylinositol-3-kinase (PI3K) pathway [31], suggesting that the oncogenic effect of overexpressed miR-17-92 in acute leukaemias may be related to the silencing of these genes.

2.3. Lymphomas

In B-cell lymphomas the c13orf25 gene located in chromosome 13q31-32 is frequently amplified [64]. Located within this region is miR-17-92, and its subsequent overexpression has been shown to play an oncogenic role in these malignancies. Overexpression of miR-17-92 in B-cell lymphoma MYC TG mice accelerated formation of lymphoid malignancies and mice death [65]. Previously discussed targets of this cluster include the tumour suppressor PTEN, the proapoptotic Bim, and the cell cycle regulator E2F1. Immunoblot analysis and luciferase reporter assays have confirmed PTEN and Bim as direct targets of cluster members miR-17-5p/-19 and miR-92, respectively [66], supporting an oncogenic role for this cluster. In contrast, targeting E2F1 gene suggests a tumour suppressor role. This gene, like miR-17-92, can be directly upregulated by c-myc. Interestingly, expression of miR-17-92 in HeLa cells demonstrated a 50% decrease in E2F1 protein levels, and E2F1 has experimentally been validated as a direct target of the cluster members miR-17-5p and -20a [67]. This illustrates a mechanism in which miR-17-92 can tightly regulate c-myc oncogenesis and also acts as a tumour suppressor gene (Figure 3). Therefore, like many other miRNAs, miR-17-92 possesses both oncogenic and tumour suppressor functions depending on the specific biological context [64]. Interestingly, E2F1 can act to increase proliferation in some settings and induce apoptosis in others [68, 69]. If in B-cell lymphomas it acts to induce apoptosis, its downregulation by miR-17-92 might further define this cluster as an oncogene.

Figure 3: The dual oncogenic and tumour suppressor nature of miR-17-92. The transcription factor c-myb induces expression of both miR-17-92 and E2F1. MiR-17-92 can subsequently act both as a tumour suppressor gene through inhibition of E2F1 or as an oncogene via the targeted silencing of tumour suppressor genes such as PTEN and Bim.

The overexpression of miR-155 in lymphomas followed identification of the B-cell integration cluster (BIC) gene as a common retroviral integration site in avian leucosis virus (ALV) induced B-cell lymphomas [64], where BIC represented a conserved stretch of nucleotides corresponding to pri-miR-155 [70]. Since a 10–60 fold-increase in miR-155 expression has been identified in aggressive DLBCL [71] and expression of this miRNA in NK-cell lymphomas has been associated with decreased levels of SHIP, PTEN, and PDCD4, all of which are tumour suppressors, suggesting that inhibition of miR-155 in this T-cell lymphoma drives tumourigenesis [72]. It is unsurprising that miR-155 plays a role in B-cell malignancy considering overexpression of this miRNA in TG mice led to a preleukaemic B-cell proliferation [73]. This might suggest miR-155 plays a role early in oncogenesis before secondary events lead to occult malignancy. The regulation of PU.1 by miR-155 may be of important pathogenic significance as this transcription factor regulates late-onset differentiation of B cells [74].

Interestingly, much like differences in miRNA expression have been identified between adult and childhood acute leukaemias, one study identified a 100-fold upregulation of miR-155 in paediatric Burkitt’s Lymphoma but not in adult cases [75]. miR-155 deregulation has also shown upregulation in all other haematological malignancies described in this review suggesting that this miRNA may have multiple oncogenic functions in different cell types or that all malignancies might share a common target fundamental to tumour suppression [75].

2.4. Multiple Myeloma

Multiple myeloma develops secondary to a benign monoclonal gammopathy of undetermined significance (MGUS) [76]. Full-blown malignancy is characterised by excessive proliferation of plasma cells that infiltrate the bone marrow and produce abnormal immunoglobulin (M protein) [77].

The survival and expansion of malignant plasma cells are dependent on signal transducer and activator of transcription 3 (STAT3), secondary to IL-6 signalling [77]. It has been found that upregulation of the gene encoding the oncogenic miR-21 is also STAT3 dependent and overexpression can promote survival of myeloma cells in the absence of IL-6 [78]. The contribution of miR-21 to STAT3 oncogenic activity in myeloma is supported by frequent upregulation of this miRNA in both MGUS and myeloma patients in comparison to healthy donors [76, 77]. SOCS proteins mediate inhibition of the STAT pathways, and downregulation of SOCS1 is frequent in multiple myeloma [76]. High expression of both miR-19a and miR-19b, members of the miR-17-92 cluster, also targets SOCS1 in myeloma cells [76].

Pichiorri et al. showed upregulation of the miR-106-25 cluster in MGUS patients [76]. Although the sample size was limited in this study (), the findings illustrate deregulation of oncogenic miRNA early in disease progression [76]. The oncogenic potential of miR-106-25 and miR-21 may be due to targeted downregulation of tumour suppressors such as PTEN, Bim, and p21 [77]. Through targeting of the latter two, miR-106-25 has also shown to suppress transforming growth factor beta (TGFb), which is responsible for cell cycle arrest and apoptosis [79]. Interestingly, miR-106-25, along with miR-32 and miR-181a/b, may target the p53 regulator p300-CBP-associated factor (PCAF), which would reduce tumour suppressor p53 levels in multiple myeloma [77].

miR-15a/16-1 are also deregulated in over 50% of myeloma patients [77], and patient studies showed significant downregulation of miR-15a/16-1 in CD135+ myeloma cells in comparison to normal counterparts [80, 81]. Interestingly, deletion of chromosome 13q14.3 which encodes these two miRNAs is not significantly associated with myeloma patients over normal controls [77], and therefore the genetic basis of their deregulation in myeloma is yet to be fully determined. At the molecular level, miR-15a/16-1 have been shown to inhibit cyclin-D1, cyclin-D2, and CDC25A, key regulators of cell cycle progression [77], as well as protein kinase B (AKT) and nuclear factor-kappa B (NF-κB) pathways involved in oncogenesis [80]. Most cases of multiple myeloma demonstrate deregulation of one or more cyclin-D genes [82], which in this case might be explained by reduced miR-15a/16-1 levels. Combined with the role of these miRNAs in lymphomas and leukaemia, miR-15a/16-1 provide evidence that a single miRNA can have multiple and complex effects in cell biology [77].

3. Interpretation and Analysis

This review highlights that certain miRNAs may act as bona fide tumour suppressor genes or oncogenes, alongside evidence that supports certain miRNAs to have the potential to act depending on both cell type and context (Table 2).

Table 2: Predicted role in oncogenesis of miRNAs analysed within this review.

Tumour suppressor
Oncogenic
Dual role in different haematological subtypes

miR-15a/16-1
miR-155
miR-17-92

miR-29b
miR-96
miR-29c

miR-34a
let-7
miR-181a/b

miR-151
miR-24
miR-150

miR-204
miR-21
miR-125

miR-32
miR-10a

miR-106-25
miR-196

It has been suggested that four types of evidence can strengthen the argument for miRNA acting directly as tumour suppressors or promoters (Table 3) [75]; not only was the identification of miR-15a/16-1 the first reported link between miRNA and cancer [12], but also continuous research has allowed these miRNAs to fulfil all four of these criteria. They have been found deregulated in a diverse range of cancers, including CLL, myeloma, lymphomas, and prostate cancer [1, 83, 84], absent or reduced expression has been found secondary to deletion of the DLEU2 gene at chromosome 13q14.3 [19] and/or mutational change [2, 20, 21], evidence for their natural tumour suppressor function has been supported through various xenograft mouse models and in the CLL-prone NZB mouse model [3, 20, 21], and the antiapoptotic protein Bcl2 [15], as well as others [60, 77], has been experimentally validated as a direct target of miR-15a/16-1 [4]. Although many miRNAs analysed in this review may fulfil one or two of these criteria, miR-17-92 and miR-155 are other miRNAs involved in haematological malignancy able to fulfil all four of these criteria.

Table 3: Evidence to strengthen association of miRNA with tumourigenesis [75].

1
Widespread deregulation in multiple cancers

2
Gain or loss of miRNA function secondary to deletions, mutation, or amplifications

3
Documentation of tumour suppressor or promoter activity in animal models

4
Verification of cancer-relevant targets in order to identify likely mechanisms through which miRNAs promote oncogenesis

Understanding how miRNAs contribute to the six hallmarks of cancer may also provide solid evidence for their role in tumourigenesis. This review makes it clear that miRNAs greatly contribute to enhanced proliferation, differentiation, and reduced apoptosis in haematological malignancies. Angiogenesis has been highlighted as an important feature of haematological malignancies, providing a specialised environment for HSC proliferation and differentiation through provision of GM-CSF, G-CSF, and IL-6 shown to be important in the proliferation and survival of malignant cells [85]. The oncogenic miR-17-92 cluster and the tumour suppressors miR-15a/16-1 have been shown to be proangiogenic and antiangiogenic, respectively [86, 87]. If miRNAs are able to promote bone marrow vascularisation in this way, the secretion of GM-CSF, G-CSF, and IL-6 from these areas of high vascular density might support a role of miRNA in self-sufficiency in growth signals, another hallmark of cancer. Metastasis of haematological cancers to other organs is a rare phenomenon [88]; these data highlight a role for miRNA in most hallmarks and increase support for a fundamental role in oncogenesis.

Additional support for the role of miRNAs in cancer comes from their association with epigenetic changes. DNA CpG island hypermethylation of tumour suppressor genes is a well-characterised aberration in malignant cells, along with global genomic hypomethylation and histone modification disturbances [89]. Over half of miRNA genes are associated with CpG islands [90]. If these miRNAs are bona fide tumour suppressor genes, their hypermethylation and subsequent transcriptional silencing will affect cancer progression [91]. Downregulation of miR-34 due to promoter hypermethylation has been identified in primary samples of CLL, myeloma, and NHL [92]. The MIR-34a gene is located at chromosome 1p35, which is subject to loss of heterozygosity in various cancers [92]. Loss of heterozygosity together with promoter hypermethylation of this gene fulfils Knudson’s two-hit hypothesis [19] for bona fide tumour suppressor genes.

Paradoxically, miRNA may also directly target epigenetic machinery [31]. Evidence suggests that miR-29b may target the DNA methylation agents DNMT1 and DNMT3 [93]. Reexpression of miR-29b in AML cells resulted in global DNA hypomethylation and subsequent upregulation of tumour suppressor genes [93]. Further evidence for the association between miRNA and cancer epigenetics is vast and beyond the scope of this review.

Importantly, miRNAs are increasingly recognised as prognostic biomarkers and therapeutic targets in various types of haematological malignancies. Briefly focusing on AML, a few recent studies have attempted to support this notion. It was found that mir-155 upregulated in patients with CN-AML was associated with lower remission rates and higher overall survival rates [94]. The high expression of miR-155 was interestingly associated with genes widely known to be deregulated in AML supporting the role of this miRNA in AML pathogenesis [94]. Recent work on the role of let-7a showed enhanced chemosensitivity of AML cell lines overexpressed with let-7a [95]. A miRNA microarray study using 15 chemoresistant and 18 chemosensitive patients with AML identified three consistently upregulated miRNAs associated with therapeutic response. One of these, miR-363, was further characterised to target the genes RGS17 and HIPK3, which have previously been associated with therapeutic response in AML patients [96]. These studies identify that certain miRNA signatures are associated with the clinical outcome.

There are caveats and difficulties faced within the field of miRNA research. The benefits of investigating primary cells and patient cohorts are often reduced due to small sample size, reducing external validity. As mentioned in AML and ALL, differences in cytogenetics and therefore miRNA expression may be age dependent within the same malignancy. Often studies broadly look at disease without separating findings to a particular cytogenetic subtype or age group. A study looking at differences of miRNA expression between adult and childhood acute leukaemias [31] shows that this is an important consideration to take into account when analysing the function of specific miRNAs. Many studies base much of their interpretation on array- and PCR-based miRNA profiling studies, which have the disadvantage of having to already predict which miRNAs are going to be deregulated. This makes finding novel miRNA associated with haematological malignancy difficult [97]. Often authors search for miRNAs that have shown deregulation in solid tumours, a method that can miss miRNAs important to haematological cancers. This is of particular relevance considering many miRNAs have shown to be tissue-specific and dependent on cellular context, as previously discussed in this review [97]. It is also important to note that not all studies reach agreement about miRNA expression in various haematological malignancies. Differences in methodology might explain this, as many studies likely use different microarray platforms. A study into the sources of data variability across microarray platforms identified poor reproducibility between platforms and across laboratories [98]. Different results in miRNA expression might also be secondary to differences in patient samples, as well as the fact that not all studies used the same cell lines when examining miRNA in vitro. Additionally, in some studies cell lines were used that were not indicative of the primary disease. The colonic cancer RKO cell line was used to investigate miR-10a in CML by Aggire et al. [36], and many functional studies of miR-15a/16-1 and BCL2 used nonlymphoid cell lines [16]. Different groups may have used cells at different maturation stages, which may have an effect on miRNA expression since miR-155 and miR-106-25 have shown effect early in disease progression of lymphomas and myeloma, respectively [73, 76]. These problems call for the need of standardised methodology for miRNA investigation and an evaluation of the appropriate experimental approaches to study miRNA in haematological cancers.

4. Concluding Remarks

It is apparent that there is accumulating evidence for the role of miRNA in haematological malignancies, with different patterns of expression correlating with distinct types and subtypes. In this review, evidence from miR-181 and miR-17-92 illustrates how miRNA can function both as tumour suppressors and promoters dependent on biological and cellular context. The well-characterised functions of miR-15a/16-1 demonstrate that a single miRNA can have far reaching and multiple effects in cells and in cancer progression, targeting a variety of cancer associated genes. Furthermore, expression analysis has revealed that certain miRNAs, such as miR-155, are deregulated in all haematological malignancies, suggesting that certain miRNAs may be fundamental to tumourigenesis.

Our understanding of these small noncoding RNA is continually evolving and more recent research highlights areas of miRNA regulation and function not previously considered or identified. miRNAs were initially discovered as posttranscriptional silencers of protein-coding genes, and this still remains true. However, their function and mechanisms by which they mediate their effects extend further than this. As well as acting through the RISC complex, they have been shown to mediate protein inhibition through epigenetic modifications of proteins involved in tumourigenesis or tumour inhibition [97]. Evidence also suggests miRNA may function as a decoy for other noncoding proteins, as discussed for miR-328 in CML-BC [39]. Additionally, other groups have identified seed sequence mutations in miRNA, which may act to alter target specificity [99]. Finally, Jing et al. demonstrated an extended role of miR-15a/16-1 showing that in addition to posttranscriptional silencing, miR-16 may function to target AU-rich elements (AREs) in target mRNA, mediating their decay [100]. Of huge interest is the identification of other highly conserved noncoding RNA, such as ultraconserved regions (UCRs) [101], which have shown functional importance in cell biology [102] and have shown cancer-specific signatures, including within haematological malignancies [103]. This provides an additional layer of insight into the nature of tumourigenesis, especially considering that miRNAs and UCRs have been shown to interact [104], which may influence complex pathways associated with cancer formation and progression. Current data and our overall understanding of miRNA regulation and function have likely only been touched upon. What is clear is that miRNAs reflect an additional layer of insight into the haematological malignancies, and future investigations into their role are warranted given their promise for therapeutic opportunities.

References

Improving Outcomes in Haematological Cancers, National Institute for Clinical Excellence, 2003.

N. L. Harris, E. S. Jaffe, J. Diebold et al., “The world health organization classification-of hematological malignancies report of the clinical advisory committee meeting, Airlie House, Virginia, November 1997,” Modern Pathology, vol. 13, no. 2, pp. 193–207, 2000.

G. A. Calin and C. M. Croce, “MicroRNA signatures in human cancers,” Nature Reviews Cancer, vol. 6, no. 11, pp. 857–866, 2006.

miRBase, “Homosapiens miRNAs Release 20,” September 2013, http://www.mirbase.org/cgi-bin/mirna_summary.pl?org=hsa

E. A. C. Wiemer, “The role of microRNAs in cancer: no small matter,” European Journal of Cancer, vol. 43, no. 10, pp. 1529–1544, 2007.

E. Bernstein, S. Y. Kim, M. A. Carmell et al., “Dicer is essential for mouse development,” Nature Genetics, vol. 35, no. 3, pp. 215–217, 2003.

M. N. Poy, L. Eliasson, J. Krutzfeldt et al., “A pancreatic islet-specific microRNA regulates insulin secretion,” Nature, vol. 432, no. 7014, pp. 226–230, 2004.

A. M. Cheng, M. W. Byrom, J. Shelton, and L. P. Ford, “Antisense inhibition of human miRNAs and indications for an involvement of miRNA in cell growth and apoptosis,” Nucleic Acids Research, vol. 33, no. 4, pp. 1290–1297, 2005.

P. Xu, M. Guo, and B. A. Hay, “MicroRNAs and the regulation of cell death,” Trends in Genetics, vol. 20, no. 12, pp. 617–624, 2004.

G. A. Calin, C. Sevignani, C. D. Dumitru et al., “Human microRNA genes are frequently located at fragile sites and genomic regions involved in cancers,” Proceedings of the National Academy of Sciences of the United States of America, vol. 101, no. 9, pp. 2999–3004, 2004.

R. I. Gregory and R. Shiekhattar, “MicroRNA biogenesis and cancer,” Cancer Research, vol. 65, no. 9, pp. 3509–3512, 2005.

M. S. Nicoloso, T. J. Kipps, C. M. Croce, and G. A. Calin, “MicroRNAs in the pathogeny of chronic lymphocytic leukaemia,” British Journal of Haematology, vol. 139, no. 5, pp. 709–716, 2007.

M. Mraz, S. Pospisilova, K. Malinova, I. Slapak, and J. Mayer, “MicroRNAs in chronic lymphocytic leukemia pathogenesis and disease subtypes,” Leukemia and Lymphoma, vol. 50, no. 3, pp. 506–509, 2009.

G. A. Calin, C. D. Dumitru, M. Shimizu et al., “Frequent deletions and down-regulation of micro-RNA genes miR15 and miR16 at 13q14 in chronic lymphocytic leukemia,” Proceedings of the National Academy of Sciences of the United States of America, vol. 99, no. 24, pp. 15524–15529, 2002.

A. Cimmino, G. A. Calin, M. Fabbri et al., “miR-15 and miR-16 induce apoptosis by targeting BCL2,” Proceedings of the National Academy of Sciences of the United States of America, vol. 102, no. 39, pp. 13944–13949, 2005.

U. Klein, M. Lia, M. Crespo et al., “The DLEU2/miR-15a/16-1 cluster controls B cell proliferation and its deletion leads to chronic lymphocytic leukemia,” Cancer Cell, vol. 17, no. 1, pp. 28–40, 2010.

P. S. Linsley, J. Schelter, J. Burchard et al., “Transcripts targeted by the microRNA-16 family cooperatively regulate cell cycle progression,” Molecular and Cellular Biology, vol. 27, no. 6, pp. 2240–2252, 2007.

B. Zhang, X. Pan, G. P. Cobb, and T. A. Anderson, “microRNAs as oncogenes and tumor suppressors,” Developmental Biology, vol. 302, no. 1, pp. 1–12, 2007.

A. G. Knudson, “Hereditary cancer: theme and variations,” Journal of Clinical Oncology, vol. 15, no. 10, pp. 3280–3287, 1997.

E. S. Raveche, E. Salerno, B. J. Scaglione et al., “Abnormal microRNA-16 locus with synteny to human 13q14 linked to CLL in NZB mice,” Blood, vol. 109, no. 12, pp. 5079–5086, 2007.

G. A. Calin, M. Ferracin, A. Cimmono, et al., “A microRNA signature associated with prognosis and progression in chronic lymphocytic leukaemia,” The New England Journal of Medicine, vol. 353, no. 17, pp. 1793–1801, 2005.

J. Laine, G. Künstle, T. Obata, M. Sha, and M. Noguchi, “The protooncogene TCL1 is an Akt kinase coactivator,” Molecular Cell, vol. 6, no. 2, pp. 395–407, 2000.

Y. Pekarsky, U. Santanam, A. Cimmino et al., “Tcl1 expression in chronic lymphocytic leukemia is regulated by miR-29 and miR-181,” Cancer Research, vol. 66, no. 24, pp. 11590–11593, 2006.

M. Herling, K. A. Patel, J. Khalili et al., “TCL1 shows a regulated expression pattern in chronic lymphocytic leukemia that correlates with molecular subtypes and proliferative state,” Leukemia, vol. 20, no. 2, pp. 280–285, 2006.

J. L. Mott, S. Kobayashi, S. F. Bronk, and G. J. Gores, “mir-29 regulates Mcl-1 protein expression and apoptosis,” Oncogene, vol. 26, no. 42, pp. 6133–6140, 2007.

V. Gandhi, K. Balakrishnan, and L. S. Chen, “McI-1: the 1 in CLL,” Blood, vol. 112, no. 9, pp. 3538–3540, 2008.

S. Debernardi, S. Skoulakis, G. Molloy, T. Chaplin, A. Dixon-McIver, and B. D. Young, “MicroRNA miR-181a correlates with morphological sub-class of acute myeloid leukaemia and the expression of its target genes in global genome-wide analysis,” Leukemia, vol. 21, no. 5, pp. 912–916, 2007.

M. Mraz, K. Malinova, J. Kotaskova et al., “miR-34a, miR-29c and miR-17-5p are downregulated in CLL patients with TP53 abnormalities,” Leukemia, vol. 23, no. 6, pp. 1159–1163, 2009.

D. L. Zanette, F. Rivadavia, G. A. Molfetta et al., “miRNA expression profiles in chronic lymphocytic and acute lymphocytic leukemia,” Brazilian Journal of Medical and Biological Research, vol. 40, no. 11, pp. 1435–1440, 2007.

T. Vergoulis, I. S. Vlachos, P. Alexiou, et al., “TarBase 6.0: capturing the exponential growth of miRNA targets with experimental support,” Nucleic Acids Research, 2011.

D. Schotte, R. Pieters, and M. L. den Boer, “MicroRNAs in acute leukemia: from biological players to clinical contributors,” Leukemia, vol. 26, no. 1, pp. 1–12, 2012.

J. S. Rawlings, K. M. Rosler, and D. A. Harrison, “The JAK/STAT signaling pathway,” Journal of Cell Science, vol. 117, no. 8, pp. 1281–1283, 2004.

V. Fulci, S. Chiaretti, M. Goldoni et al., “Quantitative technologies establish a novel microRNA profile of chronic lymphocytic leukemia,” Blood, vol. 109, no. 11, pp. 4944–4951, 2007.

F. Rosenbauer, B. M. Owens, L. Yu et al., “Lymphoid cell growth and transformation are suppressed by a key regulatory element of the gene encoding PU.1,” Nature Genetics, vol. 38, no. 1, pp. 27–37, 2006.

E. Pelosi, C. Labbaye, and U. Testa, “MicroRNAs in normal and malignant myelopoiesis,” Leukemia Research, vol. 33, no. 12, pp. 1584–1593, 2009.

X. Aggire, A. Jimenez-Velasco, E. San Jose-Eneriz, et al., “Hematopoietic tissue-specific has-miR-10a is down regulated in chronic myeloid leukaemia,” Molecular Cancer Research, vol. 6, pp. 1830–1840, 2008.

V. Scholl, R. Hassan, and I. R. Zalcberg, “MiRNA-451: a putative predictor marker of Imatinib therapy response in chronic myeloid leukemia,” Leukemia Research, vol. 36, no. 1, pp. 119–121, 2012.

L. Venturini, K. Battmer, M. Castoldi et al., “Expression of the miR-17-92 polycistron in Chronic Myeloid Leukemia (CML) CD34⁺ cells,” Blood, vol. 109, no. 10, pp. 4399–4405, 2007.

A. M. Eiring, J. G. Harb, P. Neviani et al., “miR-328 functions as an RNA decoy to modulate hnRNP E2 regulation of mRNA translation in leukemic blasts,” Cell, vol. 140, no. 5, pp. 652–665, 2010.

J. A. Chan, A. M. Krichevsky, and K. S. Kosik, “MicroRNA-21 is an antiapoptotic factor in human glioblastoma cells,” Cancer Research, vol. 65, no. 14, pp. 6029–6033, 2005.

S. C. Ji, R. Santhanam, R. Trotta et al., “High levels of the BCR/ABL oncoprotein are required for the MAPK-hnRNP-E2-dependent suppression of C/EBPα-driven myeloid differentiation,” Blood, vol. 110, no. 3, pp. 994–1003, 2007.

D. Perrotti, V. Cesi, R. Trotta et al., “BCR-ABL suppresses C/EBPα expression through inhibitory action of hnRNP E2,” Nature Genetics, vol. 30, no. 1, pp. 48–58, 2002.

D. Perrotti and P. Neviani, “From mRNA metabolism to cancer therapy: chronic myelogenous leukemia shows the way,” Clinical Cancer Research, vol. 13, no. 6, pp. 1638–1642, 2007.

S. Scholl, H.-J. Fricke, H. G. Sayer, and K. Höffken, “Clinical implications of molecular genetic aberrations in acute myeloid leukemia,” Journal of Cancer Research and Clinical Oncology, vol. 135, no. 4, pp. 491–505, 2009.

S. Mi, J. Lu, M. Sun et al., “MicroRNA expression signatures accurately discriminate acute lymphoblastic leukemia from acute myeloid leukemia,” Proceedings of the National Academy of Sciences of the United States of America, vol. 104, no. 50, pp. 19971–19976, 2007.

K. Mrózek, D. P. Harper, and P. D. Aplan, “Cytogenetics and molecular genetics of acute lymphoblastic leukemia,” Hematology/Oncology Clinics of North America, vol. 23, no. 5, pp. 991–1010, 2009.

B. Johansson, F. Mertens, and F. Mitelman, “Clinical and biological importance of cytogenetic abnormalities in childhood and adult acute lymphoblastic leukemia,” Annals of Medicine, vol. 36, no. 7, pp. 492–503, 2004.

F. Mitelman, B. Johansson, and F. Mertens, Eds., “Mitelman database of chromosome aberrations in cancer,” 2003, http://cgap.nci.nih.gov/Chromosomes/Mitelman

J. C. de Oliveira, C. A. Scrideli, M. S. Brassesco et al., “Differential MiRNA expression in childhood acute lymphoblastic leukemia and association with clinical and biological features,” Leukemia Research, vol. 36, no. 3, pp. 293–298, 2012.

A. Dixon-McIver, P. East, C. A. Mein et al., “Distinctive patterns of microRNA expression associated with karyotype in acute myeloid leukaemia,” PLoS ONE, vol. 3, no. 5, Article ID e2141, 2008.

M. Jongen-Lavrencic, S. M. Sun, M. K. Dijkstra, P. J. M. Valk, and B. Löwenberg, “MicroRNA expression profiling in relation to the genetic heterogeneity of acute myeloid leukemia,” Blood, vol. 111, no. 10, pp. 5078–5085, 2008.

R. Garzon, M. Garofalo, M. P. Martelli et al., “Distinctive microRNA signature of acute myeloid leukemia bearing cytoplasmic mutated nucleophosmin,” Proceedings of the National Academy of Sciences of the United States of America, vol. 105, no. 10, pp. 3945–3950, 2008.

S. Debernardi, S. Skoulakis, G. Molloy, T. Chaplin, A. Dixon-McIver, and B. D. Young, “MicroRNA miR-181a correlates with morphological sub-class of acute myeloid leukaemia and the expression of its target genes in global genome-wide analysis,” Leukemia, vol. 21, no. 5, pp. 912–916, 2007.

R. Garzon, F. Pichiorri, T. Palumbo et al., “MicroRNA fingerprints during human megakaryocytopoiesis,” Proceedings of the National Academy of Sciences of the United States of America, vol. 103, no. 13, pp. 5078–5083, 2006.

N. Shah and S. Sukumar, “The Hox genes and their roles in oncogenesis,” Nature Reviews Cancer, vol. 10, no. 5, pp. 361–371, 2010.

T. R. Golub, D. K. Slonim, P. Tamayo et al., “Molecular classification of cancer: class discovery and class prediction by gene expression monitoring,” Science, vol. 286, no. 5439, pp. 531–527, 1999.

R. Garzon, C. E. A. Heaphy, V. Havelange et al., “MicroRNA 29b functions in acute myeloid leukemia,” Blood, vol. 114, no. 26, pp. 5331–5341, 2009.

S. K. Zaidi, C. R. Dowdy, A. J. van Wijnen et al., “Altered Runx1 subnuclear targeting enhances myeloid cell proliferation and blocks differentiation by activating a miR-24/MKP-7/MAPK network,” Cancer Research, vol. 69, no. 21, pp. 8249–8255, 2009.

S.-M. Gao, C.-Y. Xing, C.-Q. Chen, S.-S. Lin, P.-H. Dong, and F.-J. Yu, “MiR-15a and miR-16-1 inhibit the proliferation of leukemic cells by down-regulating WT1 protein level,” Journal of Experimental and Clinical Cancer Research, vol. 30, no. 1, article 110, 2011.

G. A. Calin, A. Cimmino, M. Fabbri et al., “MiR-15a and miR-16-1 cluster functions in human leukemia,” Proceedings of the National Academy of Sciences of the United States of America, vol. 105, no. 13, pp. 5166–5171, 2008.

D. Schotte, R. X. de Menezes, F. A. Moqadam et al., “MicroRNA characterize genetic diversity and drug resistance in pediatric acute lymphoblastic leukemia,” Haematologica, vol. 96, no. 5, pp. 703–711, 2011.

P. Wong, M. Iwasaki, T. C. P. Somervaille et al., “The miR-17-92 microRNA polycistron regulates MLL leukemia stem cell potential by modulating p21 expression,” Cancer Research, vol. 70, no. 9, pp. 3833–3842, 2010.

K. J. Mavrakis, A. L. Wolfe, E. Oricchio et al., “Genome-wide RNA-mediated interference screen identifies miR-19 targets in Notch-induced T-cell acute lymphoblastic leukaemia,” Nature Cell Biology, vol. 12, no. 4, pp. 372–379, 2010.

M. Fabbri, R. Garzon, M. Andreeff, H. M. Kantarjian, G. Garcia-Manero, and G. A. Calin, “MicroRNAs and noncoding RNAs in hematological malignancies: molecular, clinical and therapeutic implications,” Leukemia, vol. 22, no. 6, pp. 1095–1105, 2008.

L. He, J. M. Thomson, M. T. Hemann et al., “A microRNA polycistron as a potential human oncogene,” Nature, vol. 435, no. 7043, pp. 828–833, 2005.

C. Xiao, L. Srinivasan, D. P. Calado et al., “Lymphoproliferative disease and autoimmunity in mice with increased miR-17-92 expression in lymphocytes,” Nature Immunology, vol. 9, no. 4, pp. 405–414, 2008.

K. A. O'Donnell, E. A. Wentzel, K. I. Zeller, C. V. Dang, and J. T. Mendell, “c-Myc-regulated microRNAs modulate E2F1 expression,” Nature, vol. 435, no. 7043, pp. 839–843, 2005.

A. P. Bracken, M. Ciro, A. Cocito, and K. Helin, “E2F target genes: unraveling the biology,” Trends in Biochemical Sciences, vol. 29, no. 8, pp. 409–417, 2004.

I. Matsumura, H. Tanaka, and Y. Kanakura, “E2F1 and c-Myc in cell growth and death,” Cell Cycle, vol. 2, no. 4, pp. 333–338, 2003.

W. Tam, “Identification and characterization of human BIC, a gene on chromosome 21 that encodes a noncoding RNA,” Gene, vol. 274, no. 1-2, pp. 157–167, 2001.

P. S. Eis, W. Tam, L. Sun et al., “Accumulation of miR-155 and BIC RNA in human B cell lymphomas,” Proceedings of the National Academy of Sciences of the United States of America, vol. 102, no. 10, pp. 3627–3632, 2005.

M. Wang, L. P. Tan, M. K. Dijkstra et al., “miRNA analysis in B-cell chronic lymphocytic leukaemia: proliferation centres characterized by low miR-150 and high BIC/miR-155 expression,” Journal of Pathology, vol. 215, no. 1, pp. 13–20, 2008.

S. Costinean, N. Zanesi, Y. Pekarsky et al., “Pre-B cell proliferation and lymphoblastic leukemia/high-grade lymphoma in Eμ-miR155 transgenic mice,” Proceedings of the National Academy of Sciences of the United States of America, vol. 103, no. 18, pp. 7024–7029, 2006.

B. John, A. J. Enright, A. Aravin, T. Tuschl, C. Sander, and D. S. Marks, “Human microRNA targets,” PLoS Biology, vol. 2, no. 11, article e363, 2004.

R. Garzon, M. Fabbri, A. Cimmino, G. A. Calin, and C. M. Croce, “MicroRNA expression and function in cancer,” Trends in Molecular Medicine, vol. 12, no. 12, pp. 580–587, 2006.

F. Pichiorri, S.-S. Suh, M. Ladetto et al., “MicroRNAs regulate critical genes associated with multiple myeloma pathogenesis,” Proceedings of the National Academy of Sciences of the United States of America, vol. 105, no. 35, pp. 12885–12890, 2008.

F. Pichiorri, L. de Luca, and R. I. Aqeilan, “MicroRNAs: new players in multiple myeloma,” Frontiers in Genetics, vol. 2: article 22, 2011.

D. Löffler, K. Brocke-Heidrich, G. Pfeifer et al., “Interleukin-6-dependent survival of multiple myeloma cells involves the Stat3-mediated induction of microRNA-21 through a highly conserved enhancer,” Blood, vol. 110, no. 4, pp. 1330–1333, 2007.

F. Petrocca, A. Vecchione, and C. M. Croce, “Emerging role of miR-106b-25/miR-17-92 clusters in the control of transforming growth factor β signaling,” Cancer Research, vol. 68, no. 20, pp. 8191–8194, 2008.

A. M. Roccaro, A. Sacco, B. Thompson et al., “MicroRNAs 15a and 16 regulate tumor proliferation in multiple myeloma,” Blood, vol. 113, no. 26, pp. 6669–6680, 2009.

S. L. Corthals, M. Jongen-Lavrencic, Y. de Knegt et al., “Micro-RNA-15a and micro-RNA-16 expression and chromosome 13 deletions in multiple myeloma,” Leukemia Research, vol. 34, no. 5, pp. 677–681, 2010.

M. Lionetti, L. Agnelli, L. Mosca et al., “Integrative high-resolution microarray analysis of human myeloma cell lines reveals deregulated miRNA expression associated with allelic imbalances and gene expression profiles,” Genes Chromosomes and Cancer, vol. 48, no. 6, pp. 521–531, 2009.

S. Stilgenbauer, J. Nickolenko, J. Wilhelm et al., “Expressed sequences as candidates for a novel tumor suppressor gene at band 13q14 in B-cell chronic lymphocytic leukemia and mantle cell lymphoma,” Oncogene, vol. 16, no. 14, pp. 1891–1897, 1998.

J.-T. Dong, J. C. Boyd, and H. F. Frierson Jr., “Loss of heterozygosity at 13q14 and 13q21 in high grade, high stage prostate cancer,” Prostate, vol. 49, no. 3, pp. 166–171, 2001.

T. Schmidt and P. Carmeliet, “Angiogenesis: a target in solid tumors, also in leukemia?” American Society of Hematology. Education Program, vol. 2011, pp. 1–8, 2011.

M. Dews, A. Homayouni, D. Yu et al., “Augmentation of tumor angiogenesis by a Myc-activated microRNA cluster,” Nature Genetics, vol. 38, no. 9, pp. 1060–1065, 2006.

Z. Hua, Q. Lv, W. Ye, et al., “MiRNA-directed regulation of VEGF and other angiogenic factors under hypoxia,” PLoS ONE, vol. 1, no. 1, article e116, 2006.

“National Cancer Institute: Metastatic Cancer,” May 2011, http://www.cancer.gov/cancertopics/factsheet/Sites-Types/metastatic

A. Lujambio and M. Esteller, “CpG island hypermethylation of tumor suppressor microRNAs in human cancer,” Cell Cycle, vol. 6, no. 12, pp. 1455–1459, 2007.

B. Weber, C. Stresemann, B. Brueckner, and F. Lyko, “Methylation of human MicroRNA genes in normal and neoplastic cells,” Cell Cycle, vol. 6, no. 9, pp. 1001–1005, 2007.

X. Agirre, J. Á. Martínez-Climent, M. D. Odero, and F. Prósper, “Epigenetic regulation of miRNA genes in acute leukemia,” Leukemia, vol. 26, no. 3, pp. 395–403, 2012.

C. S. Chim, K. Y. Wong, Y. Qi et al., “Epigenetic inactivation of the miR-34a in hematological malignancies,” Carcinogenesis, vol. 31, no. 4, pp. 745–750, 2010.

D. J. P. M. Stumpel, D. Schotte, E. A. M. Lange-Turenhout et al., “Hypermethylation of specific microRNA genes in MLL-rearranged infant acute lymphoblastic leukemia: major matters at a micro scale,” Leukemia, vol. 25, no. 3, pp. 429–439, 2011.

G. Marcucci, K. S. Maharry, K. H. Metzeler, et al., “Clinical role of microRNAs in cytogenetically normal acute myeloid leukemia: miR-155 upregulation independently identifies high-risk patients,” Journal of Clinical Oncology, vol. 31, no. 17, pp. 2086–2093, 2013.

Y. Chen, R. Jacomo, M. Konopleva, et al., “CXCR4 downregulation of let-7a drives chemoresistance in acute myeloid leukemia,” The Journal of Clinical Investigation, vol. 123, no. 6, pp. 2395–2407, 2013.

N. Mosakhani, R. Raty, A. Tvybakinoia, M. L. Karjalainen-Lindsberg, E. Elonen, and S. Knuutila, “MicroRNA profiling in chemoresistant and chemosensitive acute myeloid leukemia,” Cytogenetic and Genome Research, vol. 141, pp. 272–276, 2013.

R. Garzon and C. M. Croce, “MicroRNAs in normal and malignant hematopoiesis,” Current Opinion in Hematology, vol. 15, no. 4, pp. 352–358, 2008.

T. Bammler, R. P. Beyer, S. Bhattacharya, et al., “Standardizing global gene expression analysis between laboratories and across platforms,” Nature Methods, vol. 2, no. 5, pp. 351–356, 2005.

A. Mencía, S. Modamio-Høybjør, N. Redshaw, et al., “Mutations in the seed region of human miR-96 are responsible for nonsyndromic progressive hearing loss,” Nature Genetics, vol. 41, no. 5, pp. 609–613, 2009.

Q. Jing, S. Huang, S. Guth et al., “Involvement of microRNA in AU-rich element-mediated mRNA instability,” Cell, vol. 120, no. 5, pp. 623–634, 2005.

G. Bejerano, M. Pheasant, I. Makunin et al., “Ultraconserved elements in the human genome,” Science, vol. 304, no. 5675, pp. 1321–1325, 2004.

P. Mestdagh, E. Fredlund, F. Pattyn et al., “An integrative genomics screen uncovers ncRNA T-UCR functions in neuroblastoma tumours,” Oncogene, vol. 29, no. 24, pp. 3583–3592, 2010.

G. A. Calin, C.-G. Liu, M. Ferracin et al., “Ultraconserved regions encoding ncRNAs are altered in human leukemias and carcinomas,” Cancer Cell, vol. 12, no. 3, pp. 215–229, 2007.

C. Taccioli, E. Fabbri, R. Visone et al., “UCbase & miRfunc: a database of ultraconserved sequences and microRNA function,” Nucleic Acids Research, vol. 37, no. 1, pp. D41–D48, 2009.