Background: The regulation of the miR-23a/24-2/27a cluster is largely unknown.
Results: EGF induced c-MYC expression to promote the expression of the miR-23a/24-2/27a cluster, resulting in decreased expression of Sprouty2 and increased activation of p44/42 MAPK to stimulate mammary carcinoma cell invasion and subsequent hepatic metastases.
Conclusion: EGF promoted mammary carcinoma cell invasion and hepatic metastasis.
Significance: The miR-23a/24-2/27a cluster might be used as a biomarker for breast cancer metastasis.
Keywords: Breast Cancer, Epidermal Growth Factor (EGF), Metastasis, MicroRNA, Myc
Abstract
Emerging evidence indicates that the miR-23a/24-2/27a cluster may possess a causal role in mammary tumorigenesis and function as a novel class of oncogenes. However, the regulatory mechanism of the miR-23a/24-2/27a cluster in mammary carcinoma cell invasion and migration is still largely unknown. We observed that the expression levels of miR-23a, miR-24-2 and miR-27a were significantly higher in breast cancer with lymph node metastasis, compared with that from patients without lymph node metastasis or normal tissue. Forced expression of the miR-23a/24-2/27a cluster promoted mammary carcinoma cell migration, invasion, and hepatic metastasis, through targeting Sprouty2 (SPRY2) and consequent activation of p44/42 MAPK. Epidermal growth factor induced the expression of the transcription factor c-MYC, which promoted the expression of mature miR-23a, miR-24-2, and miR-27a and subsequently decreased expression of SPRY2 and activated p44/42 MAPK to promote mammary carcinoma cell migration and invasion. We therefore suggest a novel link between epidermal growth factor and the miR-23a/24-2/27a cluster via the regulation of c-MYC, providing the potential for the miR-23a/24-2/27a cluster to be used as biomarker in the diagnosis and/or treatment of breast cancer.
Introduction
MicroRNAs (miRNAs)4 are small noncoding RNAs that regulate the translation of protein-coding genes by repressing translation of protein-coding mRNA or enhancing mRNA degradation (1–7, 9–15). They are predicted to modulate the expression levels of at least one-third of all human protein-coding genes (16, 17). Current target prediction computer programs (18, 19) predict that one specific miRNA may target tens to hundreds of genes. Thus, one can expect that miRNAs play important roles in coordinating many cellular processes (1, 2, 20–22). Deregulation of miRNAs has been reported to modulate normal cell growth and differentiation, potentially leading to a variety of disorders, including cancer (23–26). Thus, the identification of miRNAs that are associated with pathology provides new approaches for understanding disease processes (10, 27).
The miR-23a/24-2/27a cluster is an miRNA cluster, existing intergenically in the vertebrate genome (28). Members of the cluster are involved in cell cycle control and differentiation, in various cell types (29). The cluster has also been suggested to play a role in promoting apoptosis by both caspase-dependent and caspase-independent pathways (30). However, the mechanisms of miR-23a/24-2/27a cluster regulation in cancer progression remain poorly understood. Only a few target genes for the miR-23a/24-2/27a cluster have thus far been identified.
Sprouty2 (SPRY2), an inhibitor of the Ras/MAPK pathway, is one of four highly conserved family members of Sprouty signal modulatory proteins. SPRY2 is recognized to be deregulated in various types of cancers, such as breast, liver, and prostate cancer, among others (31, 32). SPRY2 might be an important modulator of pathways central to cancer progression, including cell growth, migration, and invasion (33–35).
In this report, we observed that the expression levels of members of the miR-23a/24-2/27a cluster were significantly higher in mammary carcinoma with lymph node metastasis compared with that from patients without lymph node metastasis or normal tissue. We further described the mechanism by which the miR-23a/24-2/27a cluster contributed to mammary carcinoma cell migration and invasion. We demonstrated that epidermal growth factor (EGF) induced the expression of c-MYC, which increased the expression of mature miR-23a, miR-24-2, and miR-27a; subsequently decreased the expression of the target gene, SPRY2; and promoted cell migration and invasion through activation of p44/42 MAPK.
EXPERIMENTAL PROCEDURES
Cell Culture
All human breast cancer cell lines used in this study were obtained from the American Type Culture Collection (Manassas, VA) and cultured in conditions as recommended. All cells were maintained in a humidified incubator at 37 °C and 5% CO2.
Reagents
Media, sera, and antibiotics for cell culture were from Invitrogen. Protein electrophoresis reagents were from Bio-Rad. Iressa (Gefitinib) was purchased from Tocris Bioscience (Ellisville, MO). U0126 was purchased from Calbiochem. All other chemicals were from Sigma-Aldrich.
Patients and Specimens
The female patient population consisted of 14 consecutive non-invasive mammary ductal carcinoma patients, 14 consecutive invasive mammary ductal carcinoma patients, and 13 consecutive normal mammary (benign) tissue patients who underwent surgery at the First Affiliated Hospital of Anhui Medical University (Hefei, Anhui, China) between 2009 and 2010. The pathohistological diagnosis of the specimens was consistent with breast neoplasm in accordance with World Health Organization guidelines (36). Histology grade was based on the Scarff-Bloom-Richardson system (37). The protocol for the use of tissue samples from patients and follow-up study was approved by the Institutional Review Board, and patients signed informed consent. Our study procedures were in accordance with the ethical standards of the responsible committee on human experimentation and with the Helsinki Declaration of 1975, as revised in 2008.
Transfections (siRNA and miRNA)
Cells were transfected with double-stranded hsa-miRNA mimics 23a, hsa-miR-24-2 or hsa-miR-27a; 2′-O-methylated single-stranded hsa-miR-23a, hsa-miR-24-2, or hsa-miR-27a antisense oligonucleotide (ASO); or SPRY2 siRNA or their respective negative controls (GenePharma, Shanghai) using Lipofectamine 2000 (Invitrogen) following the manufacturer's protocol. Cells were harvested in TRIzol (Invitrogen) for RNA extraction and in radioimmune precipitation assay lysis buffer for protein extraction. SPRY2-specific siRNA 1 (sense, GCCUUACAGAAAGCCUUUATT; antisense, UAAAGGCUUUCUGUAAGGCTT) and siRNA 2 (sense, GCAGGUACAUGUCUUGUCUTT; antisense, AGACAAGACAUGUACCUGCTT) were all purchased from GenePharma.
Transwell Migration and Invasion Assay
Assays were performed in BioCoat Matrigel invasion chambers (Corning Costar, Acton, MA) as described previously (38). Values for cell migration or invasion were expressed as the average number of cells per microscopic field.
RNA Analysis, Western Blot Analysis, and Luciferase Reporter Assay
These procedures were carried out as described previously (39). Membranes were blocked with 5% milk powder in PBS and then incubated with anti-SPRY2 (1:2000; Millipore), anti-p44/42 MAPK (1:1000; Cell Signaling), anti-phospho-p44/42 MAPK (1:1000; Cell Signaling), anti-β-tubulin (1:1000; Sigma-Aldrich), anti-β-ACTIN (1:10,000; Calbiochem).
ChIP Assay
Chromatin immunoprecipitation was performed using the EZ ChIP kit (Upstate Biotechnology, Inc., Lake Placid, NY) as described previously (40). Immunoprecipitations were performed using 2 μg each of anti-c-MYC (sc-56505, Santa Cruz Biotechnology, Inc.), and anti-mouse IgG (EZ-ChIPTM) overnight at 4 °C with rotation.
Plasmid Constructs and Mutagenesis
The miR-23a/24-2/27a gene promoter expression plasmids were a kind gift from Dr. V. Narry Kim (Seoul National University). miR-23a, -24-2, and -27a precursors, including up- and downstream 80–100-nt sequences, were amplified from human genomic DNA. The miRNA expression vector was created by inserting the PCR products downstream of the U6 promoter of the pll3.7 plasmid followed by 5T. To construct the luciferase reporter vector, the psiCHECK-2 plasmid (Promega) was modified by introducing a new Eco72I site at the multiple cloning regions downstream of the XhoI site. The 3′- untranslated region (UTR) sequence of SPRY2 was amplified with primers 5′-CCGCTCGAGGAAAGGTGGGATAGTCTTTGCTGT-3′ (forward) and 5′-TATGCATCTGTAACCCCTCATTTG-3′ (reverse), and it was cloned into the XhoI and Eco72I sites downstream of the Renilla luciferase reporter gene of the modified psiCHECK-2 plasmid. Site-directed mutagenesis was performed by using the QuikChange II XL site-directed mutagenesis kit (Stratagene, La Jolla, CA). For the 3′-UTR of SPRY2, the seed sequence of miR-23a was changed from AATGTGA to TTACACT, miR-24-2 TGTGCCG was substituted by ACGCGGT, and miR-27a was changed from ACTGTGAA to TGACACTT.
Generation of Lentiviruses Expressing MicroRNA
Generation of lentivirus vectors was performed by cotransfecting pLL3.7 carrying the miRNA expression cassette with helper plasmid pCMV-VSV-G (envelope) and pHR′ 8.9ΔVPR (core protein) in 293T cells using Effectene Transfection Reagent (Qiagen). The viral supernatant was collected 48 h after transfection.
Transduction with Lentivirus Vectors
MCF-7 cells were infected with 2 ml of lentiviral supernatant with miR-23a, miR-24-2, or miR-27a, respectively, in RPMI 1640 medium containing 10% FBS and 8 μg/ml Polybrene for 2 h at 1200 × g on 2 consecutive days (multiplicity of infection, 1–5), followed by incubation for 2 h at 37 °C and cultivation with fresh medium.
Tumor Xenograft Studies
All studies were conducted in accordance with the National Institutes of Health Guide for the Care and Use of Laboratory Animals. An institutional animal care and use committee approved all animal protocols. The procedure was carried out as described previously (39). The 5-week-old female BALB/c nude mice (Hunan SJA Laboratory Animal Co., Ltd.) were used for studies. The 5-week-old female BALB/c nude mice (Hunan SJA Laboratory Animal Co., Ltd.) were injected with 4.5 × 106 cells via tail vein. When animals were sacrificed, lungs and livers were harvested and fixed overnight in 4% paraformaldehyde, embedded in paraffin, and cut into 10-μm-thick sections for histological studies and real-time PCR analysis for hHPRT to evaluate metastasis (41).
Statistical Analysis
All experiments were performed at least three times. All statistical analyses were performed using the SPSS software system for Windows (version 13.0; SPSS, Chicago, IL). The χ2 test was used to analyze the difference in miRNA expression levels among breast cancer and normal samples. Numerical data are expressed as mean ± S.E. from a representative experiment performed in triplicate. The statistical significance of each correlation was determined using the χ2 test, and p < 0.05 was considered statistically significant.
RESULTS
miR-23a/24-2/27a Cluster Expression Is Increased in Mammary Carcinoma
The biological roles of the miRNAs encoded by the miR-23a/24-2/27a cluster in cancer progression are yet to be fully delineated. To define the potential role of the miR-23a/24-2/27a cluster in the progression of mammary carcinoma, we performed quantitative real-time PCR analysis for expression of the members of the miR-23a/24-2/27a cluster on a panel of frozen mammary carcinoma samples. We observed that the expression levels of miR-23a, miR-24-2, and miR-27a were significantly higher in breast cancer with lymph node metastasis, compared with that from patients without lymph node metastasis or normal tissue (Fig. 1, A–C). Additionally, we observed a high correlation coefficient for expression of the individual members of the miR-23a/24-2/27a cluster (Fig. 1D), indicative of cluster co-expression in breast cancer.
FIGURE 1.
The miR-23a/24-2/27a cluster expression is correlated with mammary carcinoma metastasis. A–C, expression of the miR-23a/24-2/27a cluster in mammary carcinoma. Shown is real-time PCR analysis of the expression of miR-23a (A), -24-2 (B), and -27a (C), respectively. Fresh tissue samples from patients with normal tissue (benign) and from patients with mammary carcinoma with or without lymph node metastasis (metastasis) were obtained. Total RNA was extracted from the tissues and subjected to real-time PCR analysis. U6 snRNA was used as loading control. *, p < 0.001. D, correlation of expression between the individual members of the miR-23a/24-2/27a cluster. Pearson correlation coefficients (R) and p values (p) are indicated. All significance (two-tailed) values were 0.000; N is the clinical sample number. Error bars, S.E.
miR-23a/24-2/27a Cluster Promotes Mammary Carcinoma Cell Migration and Invasion in Vitro
Given the positive correlation between the level of each individual miRNA in the cluster and metastasis in patients with mammary carcinoma, we next assessed the potential impact of the miR-23a/24-2/27a cluster on mammary carcinoma cell migration and invasion, through manipulation of the expression level of members of the miR-23a/24-2/27a cluster by transfection of either ASO or synthetic miRNA mimic.
As shown in Fig. 2, forced expression of miR-23a, miR-24-2, or miR-27a, respectively, resulted in significantly increased MCF-7 cell migration (p < 0.01; Fig. 2A) and penetration through the Matrigel-coated membrane (invasion) compared with negative control (p < 0.01; Fig. 2B). In contrast, depletion of miR-23a, miR-24-2 or miR-27a with ASO, respectively, resulted in a significant reduction in cell migration (p < 0.01; Fig. 2C) and invasion (p < 0.01; Fig. 2D). Cotransfection of mimics of the members of the miR-23a/24-2/27a cluster did not result in supererogatory enhancement of cell migration (Fig. 2E) or invasion (Fig. 2F). All individual members of the miR-23a/24-2/27a cluster failed to influence MCF-7 cell proliferation (Fig. 3, A and B), suggestive of a specific role in regulating migration and invasion. Furthermore, combined cotransfection of mimics of the miR-23a/24-2/27a cluster did not alter MCF-7 cell proliferation either (Fig. 3C). Hence, no member of the miR-23a/24-2/27a cluster, individually or combined, altered MCF-7 cell proliferation.
FIGURE 2.
The miR-23a/24-2/27a cluster promotes mammary carcinoma cell migration/invasion and hepatic metastasis. A and B, MCF-7 cells were grown and transiently transfected with the individual miR-23a/24-2/27a mimics or scrambled sequence oligonucleotide as negative control (N.C.) for 2 days and subjected to migration (A) and invasion (B) assays. C and D, MCF-7 cells were grown and transiently transfected with the individual miR-23a/24-2/27a antisense oligonucleotides or scrambled sequence oligonucleotide as negative control for 2 days and subjected to migration (C) and invasion (D) assays. E and F, MCF-7 cells were grown and transiently transfected with mimics mixture of the miR-23a/24-2/27a cluster members or scrambled sequence oligonucleotide as negative control for 2 days and subjected to migration (E) and invasion (F) assays. G, qPCR analysis of the expression level of miR-23a, -24-2, and -27a, respectively, in MCF-7 cells infected with lentivirus expressing miR-23a, miR-24-2, or miR-27a, respectively, or control vector. H, qPCR analysis of the expression level of hHPRT in livers of mice that received the tail vein injection of MCF-7 cells infected with lentivirus expressing miR-23a, miR-24-2, or miR-27a, respectively, or control vector at week 8. I, qPCR analysis of the expression level of hHPRT in lungs of mice that received tail vein injection of MCF-7 cells infected with lentivirus expressing miR-23a, miR-24-2, or miR-27a, respectively, or control vector at week 8. *, p < 0.01. Error bars, S.E.
FIGURE 3.
The miR-23a∼24-2∼27a cluster does not modulate mammary carcinoma cell proliferation in vitro. A–C, 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide assay. MCF-7 cells were grown and transiently transfected with individual miR-23a/24-2/27a cluster mimics (A), miR-23a/24-2/27a cluster ASO (B), and mimics mixture of the miR-23a/24-2/27a cluster members (C) for 2 days and subjected to the 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide assay. The cells were cultured in a 96-well plate for 1–5 days, and cell viability was defined by 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (Invitrogen) according to the manufacturer's instructions. *, p < 0.01. Error bars, S.E. N.C., negative control.
miR-23a/24-2/27a Cluster Initiates Distant Metastasis in Vivo
We further determined whether expression of the members of the miR-23a/24-2/27a cluster would promote metastasis of MCF-7 cells in vivo. To this end, MCF-7 cells were infected with lentivirus expressing miR-23a, miR-24-2, or miR-27a, respectively, or the control pll3.7 plasmid (Fig. 2G) and injected via the tail vein of female BALB/c nude mice. Metastases were only detected in the livers of experimental mice (3 of 7) injected with MCF-7 cells with lentivirus expressing miR-27a by H&E staining (data not shown) 8 weeks post-tail vein injection, whereas no metastases were detected in the livers of control mice. Furthermore, the burden of micrometastases was determined by quantitative real-time PCR analysis for the expression of human HPRT (hHPRT). We observed that the expression levels of hHPRT were significantly higher in the livers of all mice injected with MCF-7 cells with lentivirus expressing miR-23a, miR-24-2, or miR-27a, compared with the livers of control mice (Fig. 2H). In comparison, there is no significantly higher expression of hHPRT in the lungs of mice injected with MCF-7 cells with forced expression of miR-23a, miR-24-2, or miR-27a, compared with the levels in the lungs of the control mice (Fig. 2I), indicative that the miR-23a/24-2/27a cluster could specifically promote breast cancer metastasis to liver.
SPRY2 Is Directly Targeted by the miR-23a/24-2/27a Cluster via Its 3′-UTR
To determine the mechanism by which these miRs promote migration and invasion, we sought to determine specific targets for this cluster of miRs. Four bioinformatics software programs, PicTar, TargetScan, Rna22, and miRanda (1, 2), revealed that all three miRs have putative binding sites in the 3′UTR of SPRY2 that are evolutionarily conserved among vertebrate species (42).
To determine whether the miR-23a/24-2/27a cluster directly regulates SPRY2, we cloned the 3′-UTR of SPRY2, which contains miR-23a, miR-24-2, and miR-27a target sequences, respectively, downstream of a luciferase reporter gene. Reporter assays using SPRY2 3′UTR-ψ-CHECK2 for each miRNA mimic showed that forced expression of each individual miRNA (miR-23a, miR-24-2, or miR-27a) significantly repressed SPRY2 3′-UTR luciferase activity (Fig. 4A). Concordantly, ASO to each miRNA increased luciferase reporter activity (Fig. 4B), indicating that the miR-23a/24-2/27a cluster directly targets SPRY2.
FIGURE 4.
Identification of SPRY2 and p44/42 MAPK as mediators of the miR-23a/24-2/27a cluster promoted mammary carcinoma cell migration and invasion. A and B, luciferase reporter assay. Cells were transfected with a reporter vector psiCHECK2-SPRY2 3′-UTR or psiCHECK2 plus either the individual member of miR-23a/24-2/27a cluster mimic (A)/miR-23a/24-2/27a cluster ASOs (B) or scrambled sequence oligonucleotides as negative control (N.C.). C, D, G, and H, quantitative real-time PCR analysis of SPRY2 expression. MCF-7 breast cancer cells (C and D)/T47D breast cancer cells (G and H) were grown and transiently transfected with individual miR-23a/24-2/27a cluster mimics (C and G) or miR-23a/24-2/27a cluster ASOs (D and H), respectively, and then subjected to RNA extraction and quantitative real-time PCR. E and I, Western blot. MCF-7 cells (E)/T47D cells (I) were grown and transfected with the individual miR-23a/24-2/27a cluster mimics or miR-23a/24-2/27a cluster ASOs or scrambled sequence oligonucleotides as negative control. Total cellular protein was isolated and subjected to Western blot analysis for SPRY2 expression. β-Tubulin (E)/β-actin (I) was used as loading control. F and J, quantitative result of Western blot. K, genomic location and sequence analysis of the miR-23a/24-2/27a cluster interactive sites with SPRY2. The cluster is present on chromosome 19. MRE, miRNA regulatory element. L–N, luciferase reporter assays. Relative luciferase activity was analyzed after luciferase reporter plasmids with SPRY2 3′-UTR constructs (either wild-type or mutant) or control reporter plasmid were cotransfected in MCF-7 cells with miR-23a (L), miR-24-2 (M), or miR-27a (N) mimic or control mimic, respectively. O, luciferase reporter assay. Cells were transfected with a reporter vector psiCHECK2-SPRY2 3′-UTR or psiCHECK2 plus either mimics of the members of the miR-23a/24-2/27a cluster or scrambled sequence oligonucleotides as negative control. Luciferase reporter assays were performed, and Renilla luciferase activity was normalized according to the internally controlled firefly luciferase activity. P, verification of the efficacy of SPRY2 siRNA by qPCR. Q and R, transwell assays. MCF-7 cells were grown and transfected with SPRY2 siRNA, individual miR-23a/24-2/27a cluster ASO, or individual miR-23a/24-2/27a cluster ASO plus SPRY2 siRNA or control scrambled siRNA duplex. These cells were subsequently subjected to migration (Q) and invasion (R) assays. S, Western blot. MCF-7 cells were grown and transfected with the individual miR-23a/24-2/27a cluster mimics/miR-23a/24-2/27a cluster ASOs or scrambled sequence oligonucleotides as negative control. Total cellular protein was isolated and subjected to Western blot analysis for phospho-p44/42 MAPK. Total MAPK was used as an internal control. T, quantitative result of Western blot. U and V, MCF-7 cells were grown and transiently transfected with the individual miR-23a/24-2/27a mimics or scrambled sequence oligonucleotide as negative control for 2 days and treated with 100 ng/ml UO126 or vehicle for 45 min. Cells were subsequently subjected to migration (U) and invasion (V) assays. *, p < 0.01. Error bars, S.E.
The predominant mechanism of miRNA action is thought to be degradation of mRNA or inhibition of translation (1). We therefore investigated the effect of a control oligonucleotide and members of the miR-23a/24-2/27a cluster on repression of endogenous SPRY2 mRNA and protein. We observed that both SPRY2 mRNA (Fig. 4, C and G) and protein (Fig. 4, E, F, I, and J) were selectively decreased in the presence of miR-23a, miR-24-2, or miR-27a. In contrast, both SPRY2 mRNA (Fig. 4, D and H) and protein (Fig. 4, E, F, I, and J) were increased after transfection of ASO for miR-23a, miR-24-2, or miR-27a, respectively, indicating SPRY2 is a bona fide target of the miR-23a/24-2/27a cluster. Thus, SPRY2 expression is directly controlled through 3′-UTR regulation by each miRNA of the miR-23a/24-2/27a cluster.
To further identify a single miR-23a/24-2/27a cluster cognate binding site, genomic location and sequence analysis of the miR-23a/24-2/27a cluster in the SPRY2 gene was performed and is shown in Fig. 4K. We performed a bioinformatics analysis with RNA hybrid (3), finding several potential binding sites for members of the miR-23a/24-2/27a cluster. To confirm whether members of the miR-23a/24-2/27a cluster target these potential binding sites, we cloned full-length fragments of SPRY2 3′-UTR (either wild-type or mutant) into the luciferase reporter plasmid psi-CHECK2. We then transfected miR-23a, miR-24-2, or miR-27a mimic, respectively, with SPRY2 3′-UTR constructs into MCF-7 cells and observed that miR-23a, miR-24-2, or miR-27a markedly repressed the relative luciferase activities of the wild-type SPRY2 3′-UTR, respectively (Fig. 4, L–N). Consistently, further mutations of the partially complementary miR-23a, miR-24-2, or miR-27a site(s) in the SPRY2 3′-UTR abrogated responsiveness to miR-23a, miR-24-2, or miR-27a, respectively (Fig. 4, L–N). Additionally, cotransfection of mimics of the members of the miR-23a/24-2/27a cluster showed similar repression levels of SPRY2 3′-UTR luciferase activity (Fig. 4O) compared with each individual miR in the cluster. Thus, the SPRY2 gene is a direct and specific downstream target of the miR-23a/24-2/27a cluster.
The miR-23a/24-2/27a Cluster Promotes Migration and Invasion via SPRY2
To further determine whether SPRY2 was required for miR-23a/24-2/27a cluster-mediated mammary carcinoma cell migration and invasion, we used SPRY2 siRNA for depletion of SPRY2 expression. SPRY2 siRNA efficiently depleted SPRY2, as observed by qPCR analysis (Fig. 4P). Cotransfection of SPRY2 siRNA and ASO to each of the miR-23a/24-2/27a cluster ASOs demonstrated that depletion of SPRY2 expression significantly abrogated the repression of MCF-7 cell migration (Fig. 4Q) and invasion (Fig. 4R) modulated by the miR-23a/24-2/27a cluster ASO. Thus, SPRY2 is a critical mediator for the enhancement of mammary carcinoma cell migration and invasion by the miR-23a/24-2/27a cluster.
miR-23a/24-2/27a Cluster Activates MAPK Signaling
We further investigated the downstream signaling pathway modulated by SPRY2 to mediate the effects of the miR-23a/24-2/27a cluster on cell migration and invasion. SPRY2 is recognized as an inhibitor of the p44/42 MAPK signaling pathway (9, 31, 32). We and others have also previously reported that p44/42 MAPK enhanced breast cancer cell (MCF-7) migration and invasion (39, 43).
To determine if the miR-23a/24-2/27a cluster modulated the p44/42 MAPK signaling pathway, we assessed p44/42 MAPK activation by determination of phospho-p44/42 MAPK levels. Phospho-p44/42 MAPK was significantly increased by the forced expression of miR-23a, miR-24-2, or miR-27a, respectively (Fig. 4S). In contrast, phospho-p44/42 MAPK was decreased after transfection of miR-23a ASO, miR-24-2 ASO, or miR-27a ASO, respectively. Additionally, we quantified the effects of miR-23a, miR-24-2, and miR-27a, respectively, on the levels of phospho-p44/42 MAPK (Fig. 4T). Together, our findings indicate that the miR-23a/24-2/27a cluster increased p44/42 MAPK activation.
To further determine whether MAPK activity was required for miR-23a/24-2/27a cluster-mediated mammary carcinoma cell migration and invasion, MCF-7 cells with forced expression of miR-23a, miR-24-2, and miR-27a, respectively, were treated with the MEK1/2-specific inhibitor U0126. Inhibition of MEK1/2 activity was demonstrated to diminish cell migration and invasion, whereas forced expression of miR-23a, miR-24-2, and miR-27a, respectively, promoted cell migration and invasion. UO126 decreased cell migration and invasion stimulated by forced expression of miR-23a, miR-24-2, and miR-27a, respectively (Fig. 4, U and V). It is therefore apparent that p44/42 MAPK signaling was utilized to enhance cell migration and invasion consequent to forced expression of the miR-23a/24-2/27a cluster.
c-MYC Transcriptionally Up-regulates the miR-23a/24-2/27a Cluster
We next sought to delineate regulation of the expression of the miR-23a/24-2/27a cluster. Bioinformatics analysis revealed that one putative c-MYC regulatory element is present in the promoter of the miR-23a/24-2/27a cluster. Hence, we investigated whether c-MYC drove the expression of the miR-23a/24-2/27a cluster. To determine this possibility, we used an adenovirus to force the expression of c-MYC in MCF-7 cells. Real-time PCR analysis showed that the mature miR-23a, -24-2, -27a, and primary miR cluster transcripts were significantly increased above control levels, respectively (Fig. 5A). Together, these findings demonstrate that c-MYC increased the expression of the miR-23a/24-2/27a cluster in mammary carcinoma cells.
FIGURE 5.
c-MYC promotes miR-23a/24-2/27a cluster expression in MCF-7 cells. A, real-time PCR validated the expression of the miR-23a, -24-2, and -27a transcripts and the cluster precursors in the MCF-7 cell line, respectively. B, c-MYC regulates the promoter of the miR-23a/24-2/27a cluster. For the luciferase reporter assay, cells were co-transfected with vector (Vec)/c-MYC plasmids and the luciferase reporter plasmid carrying various length promoters constructs (i.e. empty vector, 842 bp, 639 bp, and 239 bp) as indicated. Luciferase reporter gene activity was normalized by Renilla luciferase activity. Basal luciferase activity (unstimulated sample with empty vector) of the reporter construct was defined as 100%. The data are presented as means ± S.E. from three independent experiments, each performed in triplicate. C, diagram representing the c-MYC binding sites in the miR-23a/24-2/27a cluster promoter region and ChIP assay. MCF-7 cells were transfected with pGL3-cMYC and vector plasmid, and ChIP was performed by IP with either anti-cMYC antibody or control IgG. D and E, transwell assays. MCF-7 cells were grown and transiently transfected with pGL3-cMYC or vector plasmid for 2 days and subjected to migration (D) and invasion (E) assays. F and G, MCF-7 cells were grown and transiently transfected with c-MYC siRNA or control scrambled siRNA duplex (N.C.) for 2 days and subjected to migration (F) and invasion (G) assays. *, p < 0.01. Error bars, S.E.
c-MYC Acts on an E-Box to Drive miR-23a/24-2/27a Cluster Expression
Having demonstrated that c-MYC increased the expression of the miR-23a/24-2/27a cluster, we next searched for response elements (the recognition site of c-MYC) in the miRNA cluster promoter and observed that a region containing an E-box (a promoter element known to be bound by c-MYC) was present. This region was isolated from genomic DNA by PCR and cloned upstream of a luciferase reporter gene. Reporter assays demonstrated that luciferase activity was increased by c-MYC in cells transfected with the E-box-luciferase construct (PL842, PL639, and PL439); however, no increase in luciferase activity was observed in cells transfected with the pGL3-Basic plasmid lacking the E-box (Fig. 5B).
To demonstrate whether c-MYC occupied the promoter of the miR-23a/24-2/27a cluster, we performed chromatin immunoprecipitation assays for c-MYC binding sites. We observed a significant enrichment of the miR-23a/24-2/27a cluster promoter amplicon in c-MYC ChIP samples as compared with ChIP samples generated with control IgG (Fig. 5C).
A previous report (44) has demonstrated that c-MYC suppresses invasion and metastasis of mammary carcinoma cells, including MCF-7 cells. We further determined the possible role of c-MYC in breast cancer cell migration and invasion. Surprisingly, forced expression of c-MYC resulted in significantly increased migration and invasion in a number of breast cancer cell lines, including MCF-7 cells, compared with the control (Fig. 5, D and E) (data not shown). In contrast, depletion of c-MYC expression by siRNA resulted in a significant reduction in cell migration (Fig. 5F) and invasion (Fig. 5G). It is therefore apparent that forced expression of c-MYC enhances MCF-7 mammary carcinoma cell migration and invasion.
EGF Regulates the Expression of the miR-23a/24-2/27a Cluster in Vitro
We further sought to determine whether prometastatic growth factors, such as EGF (39, 45), should contribute to promotion of cell migration and invasion through regulation of the miR-23a/24-2/27a cluster expression. We first demonstrated that EGF-stimulated cell migration (Fig. 6A) and invasion (Fig. 6B) were significantly inhibited by transfection of miR-23a, -24-2, or -27a ASO, respectively. Next, treatment of MCF-7 cells with EGF resulted in increased phosphorylation of p44/42 MAPK, as expected (Fig. 6C). Transfection of miR-23a, -24-2, or -27a ASO consistently decreased EGF-induced phosphorylation of p44/42 MAPK, indicating that EGF-stimulated p44/42 MAPK phosphorylation is modulated by the combinatory functionality of the miR-23a/24-2/27a cluster (Fig. 6, C and D).
FIGURE 6.
EGF regulates the expression of miR-23a/24-2/27a cluster partly via c-MYC in vitro. A, migration assay; B, invasion assay. MCF-7 cells were grown and transiently transfected with individual miR-23a/24-2/27a cluster ASO or scrambled sequence oligonucleotide as negative control (N.C.) for 2 days. Serum-deprived cells were subsequently treated with 20 ng/ml EGF or vehicle for 4 h and subjected to migration and invasion assays. C, Western blot. MCF-7 cells were grown and transiently transfected with the individual miR-23a/24-2/27a cluster ASOs or scrambled sequence oligonucleotides as negative control for 2 days. Serum-deprived cells were subsequently treated with 20 ng/ml EGF or vehicle for 4 h. Total cellular protein was isolated and subjected to Western blot analysis for phospho-p44/42 MAPK expression. Total MAPK was used as an internal control. D, the quantitative result of Western blot is shown. E, real-time PCR validated the expression of the miR-23a, miR-24-2, and miR-27a transcripts, respectively. F–H, Iressa repressed expression of the miR-23a/24-2/27a cluster. Serum-deprived MCF-7 cells were treated with Iressa for 30 min, and the expression of the miR-23a (F), miR-24-2 (G), and miR-27a (H) transcripts was analyzed by qPCR. U6 snRNA was used as loading control. I, real-time PCR validated that the expression of the miR-23a/24-2/27a cluster precursors was increased at all time intervals after treatment with EGF. J, EGF regulated the promoter activity of the miR-23a/24-2/27a cluster. For the luciferase reporter assay, MCF-7 cells were transfected with the luciferase reporter plasmid carrying various length promoter constructs (i.e. empty vector, 2046 bp, 1050 bp, 639 bp, and 239 bp) as indicated. Luciferase reporter gene activity normalized by Renilla/luciferase activity was analyzed 24 h after treatment with EGF. Basal luciferase activity (unstimulated sample with empty vector) of the reporter construct was defined as 100%. The data are presented as means ± S.E. from three independent experiments, each performed in triplicate. K, verification of the efficacy of c-MYC siRNA by qPCR. L–O, real-time PCR demonstrated the expression of the miR-23a, miR-24-2, and miR-27a transcripts and primary miR (Pri-miR) cluster, respectively. MCF-7 cells were transfected with c-MYC siRNA for 24 h and subsequently treated with EGF for 4 h. *, p < 0.01. Error bars, S.E.
To further determine whether EGF modulated the expression of the miR-23a/24-2/27a cluster, we stimulated MCF-7 cells with EGF at different time intervals and assessed changes in miRNA abundance. qPCR results demonstrated that EGF induced a significant increase in mature miR-23a, -24-2, and -27a expression in MCF-7 cells, respectively (Fig. 6E). Furthermore, we treated MCF-7 cells with the EGF receptor antagonist Iressa (46). qPCR results demonstrated that Iressa markedly decreased the expression of mature miR-23a, -24-2, and -27a in MCF-7 cells, respectively (Fig. 6, F–H). Further analysis demonstrated that the expression of the miR-23a/24-2/27a cluster precursor (primary miRNA cluster) was also increased (Fig. 6I). Additionally, reporter assays demonstrated that luciferase activity from the miR-23a/24-2/27a cluster promoter was significantly increased by EGF; however, no EGF-dependent increase in luciferase activity was observed in cells transfected with the pGL3-Basic plasmid lacking the promoter sequences (Fig. 6J). Thus, the miR-23a/24-2/27a cluster is modulated by EGF in vitro.
EGF Regulates the Expression of miR-23a/24-2/27a Cluster Partly via c-MYC
EGF has previously been demonstrated to regulate c-MYC expression (47, 48). We demonstrated above that c-MYC enhanced miR-23a/24-2/27a cluster expression by directly binding to the promoter region of the miR-23a/24-2/27a cluster. We next examined whether the increased miR-23a/24-2/27a cluster expression stimulated by EGF is modulated via c-MYC. We used c-MYC siRNA for depletion of c-MYC expression as described. c-MYC siRNA efficiently depleted c-MYC, as evidenced by qPCR analysis (Fig. 6K). Transfection of c-MYC siRNA substantially impaired the stimulatory effect of EGF on miR-23a (Fig. 6L), miR-24-2 (Fig. 6M), miR-27a (Fig. 6N), and the miR-23a/24-2/27a cluster precursor (Fig. 6O), respectively. Thus, EGF-mediated regulation of the miR-23a/24-2/27a cluster may be mediated in part through increased expression of c-MYC.
DISCUSSION
There is a paucity of reports on the mechanisms of miR-23a/24-2/27a cluster regulation in cancer progression. In this study, the expression of miR-23a/24-2/27a cluster members was examined in clinical specimens. Strikingly, we observed that the expression levels of the members of the miR-23a/24-2/27a cluster were significantly higher in breast cancer with lymph node metastasis, compared with that from patients without lymph node metastasis or normal tissue, suggesting that the miR-23a/24-2/27a cluster may be linked to metastasis in mammary carcinoma. We further demonstrated a role of the miR-23a/24-2/27a cluster members in promoting mammary carcinoma cell migration and invasion. The mechanistic insight provided by the clinical correlation was enhanced further by in vitro and in vivo studies. The finding herein, therefore, assists in understanding the functional role of the miR-23a/24-2/27a cluster in breast cancer progression and may provide new understanding of the mechanism of neoplastic progression. The miR-23a/24-2/27a cluster is expected to possess other functional roles in addition to our finding here. For example, functional activity of the miR-23a/24-2/27a cluster during osteoblast differentiation is indicative of a central role for the miR-23a/24-2/27a cluster in both progression and maintenance of the osteocyte phenotype (49). Also, miR-23a/24-2/27a cluster members are enriched in endothelial cells and highly vascularized tissues, suggesting that increased miR-23a/24-2/27a cluster expression may possess important function in neovascular age-related macular degeneration or tumor-related angiogenesis (28).
A prior report has indicated that SPRY2 was down-regulated in hepatocellular carcinoma (32). Interestingly, we also observed that the miR-23a/24-2/27a cluster members promoted micrometastases to murine liver but not to lung (Fig. 2, H and I), indicative that this cluster of miRNAs might be specifically modulated in hepatic specific metastases.
In this study, we demonstrated that EGF, a major prometastatic growth factor in breast cancer (51–54), induced the expression of c-MYC (55–59) that transcriptionally up-regulated the miR-23a/24-2/27a cluster, subsequently decreasing the expression of SPRY2. Decreased SPRY2 in turn increased the activity of p44/42 MAPK, promoting mammary carcinoma cell migration and invasion. However, it has previously been reported that c-MYC decreases the transcription of several miRNAs, including all members of the miR-23a/24-2/27a cluster, in the human p493 B cell line, bearing a tetracycline-repressible MYC construct, wherein tetracycline withdrawal results in rapid induction of c-MYC and mitochondrial biogenesis (60, 61). We have, however, been able to repeat these results with the same p493 cell lines herein (data not shown). Interestingly, a recent report has demonstrated that c-MYC suppresses invasion and metastasis of mammary carcinoma cells (44). However, we could not repeat these results with the strains of MDA-MB-231 and BT549 cells in our possession (data not shown). Our data suggest that c-MYC exerts an alternate functional role in a highly context-dependent manner in the cell lines of different origin. We propose that EGF stimulates the expression of c-MYC to promote gene transcription of miR-23a/24-2/27a cluster in mammary carcinoma cells and further triggers the activation of p44/42 MAPK via repressed expression of SPRY2 to promote mammary carcinoma cell invasion and metastasis (Fig. 7).
FIGURE 7.

Proposed model to summarize the function of the miR-23a/24-2/27a cluster in mammary carcinoma cell migration and invasion involving EGF, c-MYC, and SPRY2. EGF induced miR-23a/24-2/27a cluster expression partly via c-MYC to decrease SPRY2 expression, which further increased p44/42 MAPK activity to promote mammary carcinoma cell invasion and metastasis.
Prior studies have reported that miR-23a and/or miR-27a can target SPRY2 in pancreatic cancer cells (62) or endothelial cells (28) without an overall examination of the functionality of miR-23a/24-2/27a cluster. In this study, we have defined the mechanism of regulation of the whole miR-23a/24-2/27a cluster, affecting both migration and invasion by specifically targeting different sites of SRPY2 3′-UTR in a mammary carcinoma cell. Furthermore, we have now also defined a specific and coordinated disease association (metastatic mammary carcinoma) for this miRNA cluster.
In this study, we demonstrated that the miR-23a/24-2/27a cluster enhanced MCF-7 cell migration and invasion but not proliferation. This might be due to distinct functions of the MAPK pathway during tumor progression (63). From another angle, multiple target proteins of this cluster of miRs, which could be either growth-promoting or growth-suppressive, might simultaneously affect cell growth, depending on the particular microenvironment, to exert differential cellular events (64, 65). Furthermore, the proliferation and migration/invasion may be functionally uncoupled, even mutually exclusive in certain cellular models as suggested (8, 66).
It should be noted that the miR-23a/24-2/27a cluster could be expected to possess a wide range of functionalities due to its pleiotrophic regulation of additional genes in the progression of breast cancer. The cooperative expression and functionality of the members of the miR-23a/24-2/27a cluster has yet to be fully defined (50). Further studies are therefore required to fully understand these functional roles and interactions of this miRNA cluster in breast cancer.
Acknowledgment
We thank Prof. V. Narry Kim for providing the primary miR-23a/24-2/27a promoter plasmids.
This work was supported by National Key Scientific Program of China Grants 2012CB934002 and 2010CB912804, National Natural Science Foundation of China Grants 30971492 and 81272925, the Cancer Science Institute of Singapore and the Senior Foreign Expert Plan (Grant 6DW2012340015J), and the S&T Plan of Guangzhou (Grant 2012J4100082).
- miRNA
- microRNA
- ASO
- antisense oligonucleotide
- qPCR
- quantitative PCR.
REFERENCES
- 1. Bartel D. P. (2004) MicroRNAs. Genomics, biogenesis, mechanism, and function. Cell 116, 281–297 [DOI] [PubMed] [Google Scholar]
- 2. Pawlicki J. M., Steitz J. A. (2010) Nuclear networking fashions pre-messenger RNA and primary microRNA transcripts for function. Trends Cell Biol. 20, 52–61 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3. Pillai R. S. (2005) MicroRNA function. Multiple mechanisms for a tiny RNA? RNA 11, 1753–1761 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4. Zamore P. D., Haley B. (2005) Ribo-gnome. The big world of small RNAs. Science 309, 1519–1524 [DOI] [PubMed] [Google Scholar]
- 5. Hobert O. (2008) Gene regulation by transcription factors and microRNAs. Science 319, 1785–1786 [DOI] [PubMed] [Google Scholar]
- 6. Makeyev E. V., Maniatis T. (2008) Multilevel regulation of gene expression by microRNAs. Science 319, 1789–1790 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7. Liu J. (2008) Control of protein synthesis and mRNA degradation by microRNAs. Curr. Opin. Cell Biol. 20, 214–221 [DOI] [PubMed] [Google Scholar]
- 8. Tsuji T., Ibaragi S., Shima K., Hu M. G., Katsurano M., Sasaki A., Hu G. F. (2008) Epithelial-mesenchymal transition induced by growth suppressor p12CDK2-AP1 promotes tumor cell local invasion but suppresses distant colony growth. Cancer Res. 68, 10377–10386 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9. Fitzgerald K. (2005) RNAi versus small molecules. Different mechanisms and specificities can lead to different outcomes. Curr. Opin. Drug Disc. 8, 557–566 [PubMed] [Google Scholar]
- 10. Iorio M. V., Croce C. M. (2009) MicroRNAs in cancer. Small molecules with a huge impact. J. Clin. Oncol. 27, 5848–5856 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Zhang H., Li Y., Lai M. (2010) The microRNA network and tumor metastasis. Oncogene 29, 937–948 [DOI] [PubMed] [Google Scholar]
- 12. Bartel D. P. (2009) MicroRNAs. Target recognition and regulatory functions. Cell 136, 215–233 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13. da Costa Martins P. A., Leptidis S., Salic K., De Windt L. J. (2010) MicroRNA regulation in cardiovascular disease. Curr. Drug Targets 11, 900–906 [DOI] [PubMed] [Google Scholar]
- 14. Blenkiron C., Miska E. A. (2007) miRNAs in cancer. Approaches, aetiology, diagnostics and therapy. Hum. Mol. Genet. 16, R106–R113 [DOI] [PubMed] [Google Scholar]
- 15. Osada H., Takahashi T. (2007) MicroRNAs in biological processes and carcinogenesis. Carcinogenesis 28, 2–12 [DOI] [PubMed] [Google Scholar]
- 16. Gartel A. L., Kandel E. S. (2008) miRNAs: Little known mediators of oncogenesis. Semin. Cancer Biol. 18, 103–110 [DOI] [PubMed] [Google Scholar]
- 17. Mendell J. T. (2008) miRiad roles for the miR-17-92 cluster in development and disease. Cell 133, 217–222 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18. Watanabe Y., Tomita M., Kanai A. (2007) Computational methods for microrna target prediction. Methods Enzymol. 427, 65–86 [DOI] [PubMed] [Google Scholar]
- 19. Enright A. J., Mazière P. (2007) Prediction of microRNA targets. Drug Discov. Today 12, 452–458 [DOI] [PubMed] [Google Scholar]
- 20. Li Z., Hassan M. Q., Volinia S., van Wijnen A. J., Stein J. L., Croce C. M., Lian J. B., Stein G. S. (2008) A microRNA signature for a BMP2-induced osteoblast lineage commitment program. Proc. Natl. Acad. Sci. U. S. A. 105, 13906–13911 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21. Li Z., Hassan M. Q., Jafferji M., Aqeilan R. I., Garzon R., Croce C. M., van Wijnen A. J., Stein J. L., Stein G. S., Lian J. B. (2009) Biological functions of miR-29b contribute to positive regulation of osteoblast differentiation. J. Biol. Chem. 284, 15676–15684 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22. Gusev Y. (2008) Computational methods for analysis of cellular functions and pathways collectively targeted by differentially expressed microRNA. Methods 44, 61–72 [DOI] [PubMed] [Google Scholar]
- 23. Mendell J. T., Hwang H. W. (2006) MicroRNAs in cell proliferation, cell death, and tumorigenesis. Br. J. Cancer 94, 776–780 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24. Hammond S. M. (2006) MicroRNAs as oncogenes. Curr. Opin. Genet. Dev. 16, 4–9 [DOI] [PubMed] [Google Scholar]
- 25. Esquela-Kerscher A., Slack F. J. (2006) Oncomirs. MicroRNAs with a role in cancer. Nat. Rev. Cancer 6, 259–269 [DOI] [PubMed] [Google Scholar]
- 26. Skaftnesmo K. O., Prestegarden L., Micklem D. R., Lorens J. B. (2007) MicroRNAs in tumorigenesis. Curr. Pharm. Biotechnol. 8, 320–325 [DOI] [PubMed] [Google Scholar]
- 27. Williams A. H., Liu N., van Rooij E., Olson E. N. (2009) MicroRNA control of muscle development and disease. Curr. Opin. Cell Biol. 21, 461–469 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28. Zhou Q., Gallagher R., Ufret-Vincenty R., Li X., Olson E. N., Wang S. (2011) Regulation of angiogenesis and choroidal neovascularization by members of microRNA-23∼27∼24 clusters. Proc. Natl. Acad. Sci. U.S.A. 108, 8287–8292 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29. Chhabra R., Dubey R., Saini N. (2010) Cooperative and individualistic functions of the microRNAs in the miR-23a∼27a∼24-2 cluster and its implication in human diseases. Mol. Cancer 9, 232. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30. Chhabra R., Adlakha Y. K., Hariharan M., Scaria V., Saini N. (2009) Upregulation of miR-23a-27a-24-2 cluster induces caspase-dependent and -independent apoptosis in human embryonic kidney cells. PloS One 4, e5848. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31. Lo T. L., Yusoff P., Fong C. W., Guo K., McCaw B. J., Phillips W. A., Yang H., Wong E. S., Leong H. F., Zeng Q., Putti T. C., Guy G. R. (2004) The ras/mitogen-activated protein kinase pathway inhibitor and likely tumor suppressor proteins, sprouty 1 and sprouty 2 are deregulated in breast cancer. Cancer Res. 64, 6127–6136 [DOI] [PubMed] [Google Scholar]
- 32. Fong C. W., Chua M. S., McKie A. B., Ling S. H., Mason V., Li R., Yusoff P., Lo T. L., Leung H. Y., So S. K., Guy G. R. (2006) Sprouty 2, an inhibitor of mitogen-activated protein kinase signaling, is down-regulated in hepatocellular carcinoma. Cancer Res. 66, 2048–2058 [DOI] [PubMed] [Google Scholar]
- 33. Bicknell R., Harris A. L. (2004) Novel angiogenic signaling pathways and vascular targets. Annu. Rev. Pharmacol. Toxicol. 44, 219–238 [DOI] [PubMed] [Google Scholar]
- 34. Lee S. H., Schloss D. J., Jarvis L., Krasnow M. A., Swain J. L. (2001) Inhibition of angiogenesis by a mouse sprouty protein. J. Biol. Chem. 276, 4128–4133 [DOI] [PubMed] [Google Scholar]
- 35. Lee C. C., Putnam A. J., Miranti C. K., Gustafson M., Wang L. M., Vande Woude G. F., Gao C. F. (2004) Overexpression of sprouty 2 inhibits HGF/SF-mediated cell growth, invasion, migration, and cytokinesis. Oncogene 23, 5193–5202 [DOI] [PubMed] [Google Scholar]
- 36. Tavassoéli F. A., Devilee P. (eds) (2003) Pathology and Genetics of Tumours of the Breast and Female Genital Organs. IARC WHO Classification of Tumours, pp. 9–107, World Health Organization Press, Geneva [Google Scholar]
- 37. Elston C. W., Ellis I. O. (1991) Pathological prognostic factors in breast cancer. I. The value of histological grade in breast cancer. Experience from a large study with long-term follow-up. Histopathology 19, 403–410 [DOI] [PubMed] [Google Scholar]
- 38. Mukhina S., Mertani H. C., Guo K., Lee K. O., Gluckman P. D., Lobie P. E. (2004) Phenotypic conversion of human mammary carcinoma cells by autocrine human growth hormone. Proc. Natl. Acad. Sci. U.S.A. 101, 15166–15171 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39. Qian P., Zuo Z., Wu Z., Meng X., Li G., Wu Z., Zhang W., Tan S., Pandey V., Yao Y., Wang P., Zhao L., Wang J., Wu Q., Song E., Lobie P. E., Yin Z., Zhu T. (2011) Pivotal role of reduced let-7g expression in breast cancer invasion and metastasis. Cancer Res. 71, 6463–6474 [DOI] [PubMed] [Google Scholar]
- 40. Qian P., Banerjee A., Wu Z. S., Zhang X., Wang H., Pandey V., Zhang W. J., Lv X. F., Tan S., Lobie P. E., Zhu T. (2012) Loss of SNAIL regulated miR-128-2 on chromosome 3p22.3 targets multiple stem cell factors to promote transformation of mammary epithelial cells. Cancer Res. 72, 6036–6050 [DOI] [PubMed] [Google Scholar]
- 41. Minn A. J., Gupta G. P., Siegel P. M., Bos P. D., Shu W., Giri D. D., Viale A., Olshen A. B., Gerald W. L., Massagué J. (2005) Genes that mediate breast cancer metastasis to lung. Nature 436, 518–524 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42. Kim H. J., Bar-Sagi D. (2004) Modulation of signalling by Sprouty. A developing story. Nat. Rev. Mol. Cell Biol. 5, 441–450 [DOI] [PubMed] [Google Scholar]
- 43. Jiang X., Bailly M. A., Panetti T. S., Cappello M., Konigsberg W. H., Bromberg M. E. (2004) Formation of tissue factor-factor VIIa-factor Xa complex promotes cellular signaling and migration of human breast cancer cells. J. Thromb. Haemost. 2, 93–101 [DOI] [PubMed] [Google Scholar]
- 44. Liu H., Radisky D. C., Yang D., Xu R., Radisky E. S., Bissell M. J., Bishop J. M. (2012) MYC suppresses cancer metastasis by direct transcriptional silencing of αv and β3 integrin subunits. Nat. Cell Biol. 14, 567–574 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45. van Cruijsen H., Giaccone G., Hoekman K. (2005) Epidermal growth factor receptor and angiogenesis. Opportunities for combined anticancer strategies. Int. J. Cancer 117, 883–888 [DOI] [PubMed] [Google Scholar]
- 46. Woodburn J. R. (1999) The epidermal growth factor receptor and its inhibition in cancer therapy. Pharmacol. Ther. 82, 241–250 [DOI] [PubMed] [Google Scholar]
- 47. Sakuma K., Aoki M., Kannagi R. (2012) Transcription factors c-Myc and CDX2 mediate E-selectin ligand expression in colon cancer cells undergoing EGF/bFGF-induced epithelial-mesenchymal transition. Proc. Natl. Acad. Sci. U.S.A. 109, 7776–7781 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48. Nanba D., Inoue H., Shigemi Y., Shirakata Y., Hashimoto K., Higashiyama S. (2008) An intermediary role of proHB-EGF shedding in growth factor-induced c-Myc gene expression. J. Cell. Physiol. 214, 465–473 [DOI] [PubMed] [Google Scholar]
- 49. Hassan M. Q., Gordon J. A., Beloti M. M., Croce C. M., van Wijnen A. J., Stein J. L., Stein G. S., Lian J. B. (2010) A network connecting Runx2, SATB2, and the miR-23a∼27a∼24-2 cluster regulates the osteoblast differentiation program. Proc. Natl. Acad. Sci. U.S.A. 107, 19879–19884 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50. Yuan X., Liu C., Yang P., He S., Liao Q., Kang S., Zhao Y. (2009) Clustered microRNAs' coordination in regulating protein-protein interaction network. BMC Systems Biol. 3, 65. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51. Milanezi F., Carvalho S., Schmitt F. C. (2008) EGFR/HER2 in breast cancer. A biological approach for molecular diagnosis and therapy. Exp. Rev. Mol. Diagn. 8, 417–434 [DOI] [PubMed] [Google Scholar]
- 52. Guarneri V., Conte P. (2009) Metastatic breast cancer. Therapeutic options according to molecular subtypes and prior adjuvant therapy. Oncologist 14, 645–656 [DOI] [PubMed] [Google Scholar]
- 53. Gutierrez M. C., Detre S., Johnston S., Mohsin S. K., Shou J., Allred D. C., Schiff R., Osborne C. K., Dowsett M. (2005) Molecular changes in tamoxifen-resistant breast cancer. Relationship between estrogen receptor, HER-2, and p38 mitogen-activated protein kinase. J. Clin. Oncol. 23, 2469–2476 [DOI] [PubMed] [Google Scholar]
- 54. Utsumi T., Kobayashi N., Hanada H. (2007) Recent perspectives of endocrine therapy for breast cancer. Breast Cancer 14, 194–199 [DOI] [PubMed] [Google Scholar]
- 55. Pelengaris S., Littlewood T., Khan M., Elia G., Evan G. (1999) Reversible activation of c-Myc in skin. Induction of a complex neoplastic phenotype by a single oncogenic lesion. Mol. Cell 3, 565–577 [DOI] [PubMed] [Google Scholar]
- 56. Brandvold K. A., Neiman P., Ruddell A. (2000) Angiogenesis is an early event in the generation of Myc-induced lymphomas. Oncogene 19, 2780–2785 [DOI] [PubMed] [Google Scholar]
- 57. Ngo C. V., Gee M., Akhtar N., Yu D., Volpert O., Auerbach R., Thomas-Tikhonenko A. (2000) An in vivo function for the transforming Myc protein. Elicitation of the angiogenic phenotype. Cell Growth Differ. 11, 201–210 [PMC free article] [PubMed] [Google Scholar]
- 58. Dews M., Homayouni A., Yu D., Murphy D., Sevignani C., Wentzel E., Furth E. E., Lee W. M., Enders G. H., Mendell J. T., Thomas-Tikhonenko A. (2006) Augmentation of tumor angiogenesis by a Myc-activated microRNA cluster. Nat. Genet. 38, 1060–1065 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59. Baudino T. A., McKay C., Pendeville-Samain H., Nilsson J. A., Maclean K. H., White E. L., Davis A. C., Ihle J. N., Cleveland J. L. (2002) c-Myc is essential for vasculogenesis and angiogenesis during development and tumor progression. Genes Dev. 16, 2530–2543 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60. Chang T. C., Yu D., Lee Y. S., Wentzel E. A., Arking D. E., West K. M., Dang C. V., Thomas-Tikhonenko A., Mendell J. T. (2008) Widespread microRNA repression by Myc contributes to tumorigenesis. Nat. Genet. 40, 43–50 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61. Gao P., Tchernyshyov I., Chang T. C., Lee Y. S., Kita K., Ochi T., Zeller K. I., De Marzo A. M., Van Eyk J. E., Mendell J. T., Dang C. V. (2009) c-Myc suppression of miR-23a/b enhances mitochondrial glutaminase expression and glutamine metabolism. Nature 458, 762–765 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62. Ma Y., Yu S., Zhao W., Lu Z., Chen J. (2010) miR-27a regulates the growth, colony formation and migration of pancreatic cancer cells by targeting Sprouty2. Cancer Lett. 298, 150–158 [DOI] [PubMed] [Google Scholar]
- 63. Janda E., Litos G., Grünert S., Downward J., Beug H. (2002) Oncogenic Ras/Her-2 mediate hyperproliferation of polarized epithelial cells in 3D cultures and rapid tumor growth via the PI3K pathway. Oncogene 21, 5148–5159 [DOI] [PubMed] [Google Scholar]
- 64. Evdokimova V., Tognon C., Ng T., Sorensen P. H. (2009) Reduced proliferation and enhanced migration. Two sides of the same coin? Molecular mechanisms of metastatic progression by YB-1. Cell Cycle 8, 2901–2906 [DOI] [PubMed] [Google Scholar]
- 65. Hoek K. S., Eichhoff O. M., Schlegel N. C., Döbbeling U., Kobert N., Schaerer L., Hemmi S., Dummer R. (2008) In vivo switching of human melanoma cells between proliferative and invasive states. Cancer Res. 68, 650–656 [DOI] [PubMed] [Google Scholar]
- 66. Celià-Terrassa T., Meca-Cortés O., Mateo F., de Paz A. M., Rubio N., Arnal-Estapé A., Ell B. J., Bermudo R., Díaz A., Guerra-Rebollo M., Lozano J. J., Estarás C., Ulloa C., Álvarez-Simón D., Milà J., Vilella R., Paciucci R., Martínez-Balbás M., de Herreros A. G., Gomis R. R., Kang Y., Blanco J., Fernández P. L., Thomson T. M. (2012) Epithelial-mesenchymal transition can suppress major attributes of human epithelial tumor-initiating cells. J. Clin. Invest. 122, 1849–1868 [DOI] [PMC free article] [PubMed] [Google Scholar]







