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How exosomic microRNAs (miRNAs) contribute to the development of drug resistance in the context of the tumor microenvironment has not been previously described in neuroblastoma (NBL).
Coculture experiments were performed to assess exosomic transfer of miR-21 from NBL cells to human monocytes and miR-155 from human monocytes to NBL cells. Luciferase reporter assays were performed to assess miR-155 targeting of TERF1 in NBL cells. Tumor growth was measured in NBL xenografts treated with Cisplatin and peritumoral exosomic miR-155 (n = 6 mice per group) CD163, miR-155, and TERF1 levels were assessed in 20 NBL primary tissues by Human Exon Arrays and quantitative real-time polymerase chain reaction. Student’s t test was used to evaluate the differences between treatment groups. All statistical tests were two-sided.
miR-21 mean fold change (f.c.) was 12.08±0.30 (P < .001) in human monocytes treated with NBL derived exosomes for 48 hours, and miR-155 mean f.c. was 4.51±0.25 (P < .001) in NBL cells cocultured with human monocytes for 48 hours. TERF1 mean luciferase activity in miR-155 transfected NBL cells normalized to scrambled was 0.36 ± 0.05 (P <.001). Mean tumor volumes in Dotap-miR-155 compared with Dotap-scrambled were 322.80±120mm3 and 76.00±39.3mm3, P = .002 at day 24, respectively. Patients with high CD163 infiltrating NBLs had statistically significantly higher intratumoral levels of miR-155 (P = .04) and lower levels of TERF1 mRNA (P = .02).
These data indicate a unique role of exosomic miR-21 and miR-155 in the cross-talk between NBL cells and human monocytes in the resistance to chemotherapy, through a novel exosomic miR-21/TLR8-NF-кB/exosomic miR-155/TERF1 signaling pathway.
Neuroblastoma (NBL) is the most common solid malignancy in children outside of the skull (1). Amplification of the MYCN oncogene (occurring in about 30% of tumors) defines a group of NBLs with high risk of recurrence (2–6). Unfortunately, despite all current standard treatments the prognosis of patients with high-risk NBL is still poor (7,8). The main reason for failure in treating NBL (and, essentially, every other type of cancer) is the development of resistance to treatments (9). Tumor-associated macrophages (TAMs) promote NBL growth, metastasis (10), and the development of drug resistance (11,12) and represent a negative prognostic factor in NBL and other cancer types (10,13–15). However, the mechanisms responsible for these protumoral functions of TAMs are still poorly understood. MicroRNAs (miRNAs) are small noncoding RNAs (ncRNAs) with gene expression regulatory functions (16) dysregulated in almost all human tumors, including NBL (17). Recently, in lung cancer we showed that miR-21 and miR-29a are secreted by cancer cells within exosomes and can bind to toll-like receptor 8 (TLR8) or its murine ortholog Tlr7 in the surrounding TAMs (18), triggering a protumoral inflammatory reaction (18). The role of miRNAs in the NBL microenvironment is unexplored. In particular, how exosomic miRNAs released within the tumor microenvironment (TME) affect resistance to chemotherapy is currently unknown. We hypothesized that TAMs affect NBL resistance to chemotherapy through the exchange of exosomic miRNAs. The goals of this study are to assess which exosomic miRNAs are involved and through which molecular mechanisms they elicit this function.
Fresh frozen neuroblastoma primary tissues were collected from patients treated at Children’s Hospital Los Angeles (n = 20). Patients’ characteristics are summarized in Supplementary Table 1 (available online). Informed consent was obtained in accordance with institutional review board policies. RNA was extracted as previously described (19) and analyzed using Affymetrix (Santa Clara, CA) Human Exon Arrays (HuEx), normalized by quantile normalization and summarized using robust multichip average (Affymetrix Power Tools software package version 1.12). CD163 expression levels were obtained by averaging the core unique probe sets for the CD163 transcript (transcript ID: 3442706).
All mouse experiments were performed according to protocols approved by the Animal Care and Usage Committee of Children’s Hospital Los Angeles. Female nu/nu mice (Jackson Laboratories, Bar Harbor, ME) at the age of five weeks (n = 6/group) were irradiated with 2 Gy total body irradiation to achieve a more complete immunosuppression, avoid murine macrophage infiltration, and allow better xenograft growth, as previously described (20). The following day mice were injected subcutaneously with 4x106 CHLA-255 and 2x106 human monocytes. All mice were intraperitoneally (i.p) injected with GW4869 (1.25mg/kg/day for 5 days before cell injection). After irradiation, all mice were i.p. injected with GW4869 (1.25mg/kg/day) and Cisplatin (100 nmol/day) three times a week until day 28. All mice received peritumoral injections of Dotap-scrambled or Dotap-miR-155 (100nM) three times a week until day 28. At day 28, mice were killed, necropsy performed, and the tumors were excised, measured, and photographed. Tumor volumes were determined with the equation: V = L x W2/2, where L is the largest diameter and W is the perpendicular diameter. A portion of the excised tumor was used for total RNA isolation, and the other portion was used for identification of TERF1 protein by immunoblotting.
Statistical data are presented as mean ± standard deviation. Statistical significance was calculated by two-tailed Student’s t test. A value of P < .05 was considered statistically significant. The GraphPad software was used for statistical analyses. All statistical tests were two-sided.
All additional experimental methods can be found in the Supplementary Methods (available online).
We isolated exosomes from the supernatant (SN) of SK-N-BE(2), CHLA-255, and IMR-32 NBL cell lines (Supplementary Figure 1, A-D, and Supplementary Materials, available online) and assessed their content of miR-21-5p, miR-29a-5p, and miR-155-5p (from now on referred to as miR-21, miR-29a, and miR-155, respectively) by quantitative real-time polymerase chain reaction (qRT-PCR) as indicated in the Supplementary Materials (available online). We focused on these three miRNAs because miR-21 and miR-29a can trigger an NF-кB-mediated pro-inflammatory response in lung cancer (18), and miR-155 is induced during the macrophage inflammatory response (21). Also we have conducted an unbiased miRNA screening of exosomic miRNAs secreted by five different NBL cell lines (CHLA-255, LA-N-1, SK-N-BE(2), KNCR, and IMR-32 cultured as in the Supplementary Materials, available online) by using a noncoding RNA array previously validated in (22). We compared the most secreted exosomic miRNAs common to all NBL cell lines and to the dataset of our previous work (18), and miR-21 was the top represented exosomic miRNA (fold change = 2.46, false discovery rate = 0.052, P = .01). By qRT-PCR we validated that only miR-21 was expressed in exosomes from all three cell lines (Figure 1A). miR-21 (P = .004, .002, .001 with SK-N-BE(2), and .001, .002, .001 with CHLA-255 at 24 hours, 48 hours, and 72 hours, respectively) but not pre-miR-21 levels were statistically significantly increased in human monocytes cocultured with SK-N-BE(2) or CHLA-255 (Figure 1, ,BB and andC).C). When human monocytes were cultured with the SN of NBL cells depleted of exosomes by ultracentrifugation (as in the Supplementary Materials, Supplementary Figure 1, E-J, available online, P < .001 all panels), we observed reduced levels of mature miR-21 compared with monocytes cultured in non-exosome depleted SN (miR-21 mean fold change [f.c.] normalized to non-exosome depleted SN = 0.097±0.10 at 24 hours, P = .001 and 0.079±0.15 at 48 hours, P = .001) (Figure 1D). Conversely, mature miR-21 levels were statistically significantly increased in monocytes grown in media enriched for the whole exosomic fraction (WEF) of NBL cell SN (miR-21 mean f.c. normalized to phosphate buffer saline (PBS) = 6.76±1.36 at 24 hours, P = .002 and 12.08±0.30 at 48 hours, P < .001) (Figure 1E; Supplementary Figure 1, F-J, available online) and in monocytes transfected with the total RNA content extracted from NBL-secreted exosomes (miR-21 mean f.c. normalized to scrambled = 9.21±0.08, P < .001 at 24 hours and 13.12±0.71 at 48 hours, P < .001) (Figure 1F). These data indicate that NBL cells secrete exosomic miR-21 transferred to human monocytes through exosomes. Next, we observed miR-21 binding to TLR8 in human monocytes by co-immunoprecipitation (Figure 2, ,AA and andB;B; Supplementary Materials, available online) and exosome-mediated NF-кB pathway activation in monocytes cocultured with NBL cells (Figure 2, C-F; Supplementary Figure 2 and Supplementary Materials, available online).
miR-155 levels progressively increased in human monocytes cocultured with NBL cells (miR-155 mean f.c. normalized to monocytes alone = 4.92±0.26, P < .001, 6.24±0.16, P < .001, 6.94±0.58, P < .001 in SK-N-BE(2), and 4.03±0.49, P < .001, 5.45±1.07, P = .002, 6.41±0.39, P < .001 in CHLA-255 at 24 hours, 48 hours, and 72 hours, respectively) (Figure 3A). This effect was reversed when monocytes were cultured in exosome-depleted NBL-derived media (miR-155 mean f.c. normalized to non-exosome depleted SN = 0.17±0.14 at 24 hours, P = .001 and 0.12±0.16 at 48 hours, P = .001) (Figure 3B), whereas increased miR-155 levels occurred in monocytes treated with NBL-derived WEF (miR-155 mean f.c. normalized to PBS = 4.32±0.32 at 24 hours, P < .001 and 4.51±0.25 at 48 hours, P < .001) (Figure 3C) or transfected with total RNA from SK-N-BE(2)–derived exosomes (miR-155 mean f.c. normalized to scrambled = 3.76±0.15, P < .001 at 24 hours and 6.64±0.52 at 48 hours, P < .001) (Figure 3D). These data suggest that NBL-derived exosomes are able to induce miR-155 upregulation in human monocytes. Next, we observed statistically significant upregulation of miR-155 in human monocytes treated with Dotap-miR-21 (miR-155 mean f.c. normalized to Dotap-Scrambled = 1.52±0.02, P < .001, 3.00±0.03, P < .001, and 3.68±0.22, P < .001 at 24 hours, 48 hours, and 72 hours, respectively) in a TLR8-dependent manner (P < .001 only in cocultures with TLR8-expressing monocytes) (Figure 3, ,EE and andF;F; Supplementary Figure 3, A-C, available online, all P < .001). We observed upregulation of mature miR-155 in the exosomes extracted from the SN of NBL-human monocyte cocultures (miR-155 mean f.c. normalized to SN of monocytes not in coculture with NBL cells = 4.97±0.09, P < .001, 6.20±1.15, P = .001, and 6.99±1.08, P < .001 in coculture with SK-N-BE(2), and 3.14±0.08, P < .001, 3.41±0.50, P = .001, and 5.36±1.08, P = .002 in coculture with CHLA-255 at 24 hours, 48 hours, and 72 hours, respectively) (Figure 3G; Supplementary Figure 3D), as well as in NBL cells (miR-155 mean f.c. normalized to NBL cells not in coculture = 2.63±0.08, P < .001, 3.67±0.72, P = .003, and 7.22±1.27, P = .001 in SK-N-BE(2), and 1.46±0.11, P = .002, 4.83±0.29, P < .001, and 5.45±0.21, P < .001 in CHLA-255 at 24 hours, 48 hours, and 72 hours, respectively) (Figure 3H). Next, we investigated whether exosome transfer or increased endogenous neo-synthesis could explain the increased miR-155 levels in NBL cells cocultured with monocytes. In presence of cancer cells human monocytes secrete higher levels of IL-6 (12,18), which triggers the STAT3 pathway (23), known to induce miR-155 upregulation (24,25). We measured pre-miR-155 levels in NBL cells alone or cocultured with monocytes, however no variations were observed (Supplementary Figure 3, E and F, available online). We also determined the levels of mature miR-155 in monocyte-SK-N-BE(2) cocultures treated with ruxolitinib (a JAK1/2 inhibitor [26,27]), or GW4869 (an inhibitor of exosome secretion and miRNA content in exosomes [18,28]) (see Supplementary Materials, available online). While GW4869 statistically significantly reduced miR-155 levels in NBL cells cocultured with human monocytes (miR-155 mean f.c. normalized to DMSO = 0.31±0.02, P < .001 and 0.41±0.03, P < .001 at 24 hours and 48 hours, respectively), no reduction was observed in cocultures treated with ruxolitinib (Figure 3I; Supplementary Figure 3G, available online). These data suggest that miR-155 is transferred from monocytes to NBL cells through exosomes.
Increased telomerase activity (T.A.) is associated with increased chemoresistance in NBL (29). One of the predicted targets of miR-155, previously validated in breast cancer (30), is TERF1, an inhibitor of telomerase, whose silencing can induce increased T.A. (31). We transfected SK-N-BE(2) and CHLA-255 cells with miR-155 (or a scrambled oligonucleotide, P < .001 for both cell lines) (Supplementary Figure 4, A and B, available online) and observed downregulation of TERF1 mRNA and protein at 48 hours (TERF1 mRNA mean f.c. normalized to scrambled = 0.58±0.06, P < .001 and 0.51±0.09, P < .001, in SK-N-BE(2) and CHLA-255, respectively) (Figure 4, ,AA and andB).B). Conversely, when miR-155 was silenced with locked nucleic acid (LNA) anti-miR-155, TERF1 mRNA and protein levels were upregulated compared with LNA-scrambled treated NBL cells (TERF1 mRNA mean f.c. normalized to LNA-anti-scrambled = 1.61±0.08, P < .001 and 1.58±0.21, P = .009, in SK-N-BE(2) and CHLA-255, respectively) (Figure 4, ,CC and andD).D). We performed a luciferase reporter assay in three different NBL cell lines and observed direct targeting of TERF1 by miR-155 (TERF1 mean luciferase activity in miR-155 transfected cells normalized to scrambled = 0.36±0.05, P < .001, 0.40±0.05, P < .001 and 0.54±0.14, P = .005, in SK-N-BE(2), IMR-32 and CHLA-255, respectively) (Figure 4, ,EE and andF;F; Supplementary Figure 4, C-E, and Supplementary Materials, available online). We also looked at the R2 database (http://r2.amc.nl) and observed a statistically significant although mild inverse correlation between miR-155 host gene and TERF1 in 649 primary neuroblastomas (r = -0.2, P = .004) (Figure 4G) (32).
Next, we observed a downregulation of TERF1 in NBL cells cocultured with human monocytes (TERF1 mRNA mean f.c. normalized to NBL not in coculture = 0.34±0.03, P < .001, 0.43±0.03, P < .001 and 0.40±0.02, P < .001, in SK-N-BE(2) and 0.40±0.03, P < .001, 0.46±0.01, P < .001 and 0.30±0.01, P < .001 in CHLA-255, at 24 hours, 48 hours, and 72 hours, respectively) (Figure 5, ,AA and andB),B), which was reversed when NBL cells were pretreated with LNA-anti-miR-155, suggesting that TERF1 downregulation in NBL cells cocultured with human monocytes was mediated by miR-155 (P = .004 at 48 hours and <.001 at 72 hours) (Figure 5C; Supplementary Figure 5A, available online). Next, we showed that miR-155 and TERF1 expression were regulated by exosomes in SK-N-BE(2) cells cultured with exosome-depleted SN (TERF1 mRNA and miR-155 mean f.c. normalized to non-exosome depleted SN = 2.8±0.11, P < .001 and 0.2±0.11, P < .001 at 24 hours, and 3.5±0.04, P < .001 and 0.1±0.08, P < .001 at 48 hours, respectively) (Figure 5D) or WEF from SK-N-BE(2)-human monocyte cocultures (TERF1 mRNA and miR-155 mean f.c. normalized to PBS = 0.52±0.03, P < .001 and 4.04±0.04, P < .001 at 24 hours, and 0.39±0.03, P < .001 and 5.35±0.31, P < .001 at 48 hours, respectively) (Figure 5E; Supplementary Figure 5, B and C, available online, P < .001). We also treated SK-N-BE(2)-human monocyte cocultures with ruxolitinib, GW4869, or DMSO as a control. Only GW4869 induced statistically significant upregulation of TERF1 in NBL cells (TERF1 mRNA mean f.c. normalized to DMSO = 1.63±0.11, P < .001 and 1.57±0.07, P < .001 at 24 hours and 48 hours, respectively) (Figure 5, F-G). Moreover, increased T.A. (detected as in the Supplementary Materials, available online) was observed in SK-N-BE(2) and CHLA-255 cells transfected with Dotap-miR-155 (P < .001 in both cell lines, Supplementary Figure 5D, available online), mirroring the increased T.A. in SK-N-BE(2) cells cocultured with human monocytes (P < .001, Supplementary Figure 5E, available online). This effect was reversed when NBL cells were pretreated with LNA-anti-miR-155 (P < .001, Supplementary Figure 5F and Supplementary Materials, available online), suggesting that the increased T.A. in NBL cells cocultured with human monocytes was mediated by miR-155.
Next, we asked whether NBL cells induce M1- or M2-polarization of unpolarized human monocytes. By performing a cytokine profile (Figure 6A) and cytofluorimetry (Supplementary Materials, available online) for the TAM marker CD163 in human monocytes alone or in coculture with SK-N-BE(2) (Figure 6B), we observed upregulation of mixed M2- and M1-markers but with a prevalence of M2 markers, and an increased percentage of CD163+ cells when unpolarized monocytes were cocultured with NBL cells. Also, we artificially polarized human monocytes (see the Supplementary Materials, available online) as M2-, M1-, or dendritic cells with differentiating media and observed statistically significant upregulation of miR-21 and miR-155 in M1- and M2-polarized monocytes (P < .001 for both miRNAs at 24 hours and 48 hours and both M1- and M2-polarized monocytes) and downregulation of TERF1 when SK-N-BE(2) cells were cocultured with M1- and M2-polarized monocytes (P = .001 at 24 hours and =.002 at 48 hours in M2-polarized and P < .001 at 24 hours and =.003 in M1-polarized). No variations in miR-21, miR-155, and TERF1 were observed when human monocytes were differentiated in dendritic cells (Figure 6C). Overall these data indicate that NBL cells induce a mixed (but prevalently M2) polarization of unpolarized human monocytes and the miR-21/155/TERF1 circuitry occurs both in M1- and M2- monocytes but not in dendritic cells.
To test chemoresistance CDDP was chosen because it is one of the election drugs for NBL treatment. When SK-N-BE(2) and CHLA-255 cells were treated with Dotap-Scrambled or Dotap-miR-155 in presence of CDDP a statistically significantly increased growth (P = .001 at 48 hours, = 0.003 at 72 hours, and <.001 at 96h for SK-N-BE(2), and P = .01 at 48 hours, and <.001 at 72 hours and 96 hours for CHLA-255) and telomere length (P < .001 at 48 hours for both cell lines) in the Dotap-miR-155 treated group was observed (Figure 7, ,AA and andB;B; Supplementary Figure 6, A-C, and Supplementary Materials, available online). Therefore, we transfected SK-N-BE(2) cells with a plasmid expressing full length TERF1 (wt-TERF1 group) or a miR-155-not-regulated TERF1 (no-3’UTR group) (Supplementary Materials, available online), and observed a statistically significant reduction (P < .001 at all time points) in cell number in the no-3’UTR group (Figure 7, ,CC and andD),D), indicating that TERF1 is able to rescue the CDDP-resistant phenotype induced by exosomic miR-155 in SK-N-BE(2) cells.
Also, we injected subcutaneously 12 five-week-old nude mice with a coculture of CHLA-255 and human monocytes and treated the animals with CDDP. All mice were pretreated with GW4869 for five days before tumor cell/monocyte injections; however, half of the mice (n = 6) were injected peritumorally with Dotap-scrambled every three days, and the other half (n = 6) with Dotap-miR-155. Xenografts injected with Dotap-miR-155 grew statistically significantly more (mean tumor volumes in Dotap-miR-155 compared with Dotap-scrambled = 322.80±120mm3 vs 76.00±39.3mm3, P = .002 at day 24) and showed higher miR-155 (P = .01) and lower TERF1 expression (P = .008) (Figure 8, A-D; Supplementary Figure 7, A-C, available online, P = .004 for tumor weights and P < .001 for relative band intensity).
Next, we assessed miR-155 and TERF1 expression in 20 primary NBLs in which the level of CD163 expression (representative of TAM infiltration) was determined by HuEx arrays and dichotomized into low (n = 12) and high (n = 8) TAM infiltration. Statistically significantly higher levels of miR-155 (P = .04) and lower levels of TERF1 mRNA (P = .02) were measured in NBLs with higher TAM infiltration (Figure 8, ,EE and andF;F; and additional statistical analysis in the Supplementary Materials, available online). We also performed in situ hybridization for miR-155, CD163, and TERF1 mRNA in 14 of 20 primary NBL tumors (see Supplementary Materials, available online), and we observed that tumors with higher CD163+ cell infiltration also expressed higher levels of miR-155 and lower levels of TERF1 (Figure 8G). Also, we generated CHLA-255 cells with stable lentiviral downregulation of miR-21 (or CHLA-255 antiscrambled as a control) (see Supplementary Materials, available online). Six nude mice were injected subcutaneously with CHLA-255 anti-miR-21 + human monocytes + human mesenchymal stem cells (hMSCs) (n = 3) or with CHLA-255 antiscrambled + human monocytes + hMSCs (n = 3) and after one week tumors were excised and CD163+ cells detected by immunohistochemistry (see Supplementary Materials, available online). A decreased number of CD163+ cells, downregulation of miR-155 (P = .002), and downregulation of miR-21 (P = .005) were observed in the xenografts with CHLA-255 anti-miR-21 cells (Figure 8, H-J). Finally, we assessed the expression of miR-155 and TERF1 mRNA in seven different cancer cell lines alone or in coculture with human monocytes. In all cases we observed upregulation of miR-155 and downregulation of TERF1 mRNA, suggesting that the exosomic miR-155 targeting of TERF1 in cancer cell-monocyte cocultures also occurs in other cancer types (Supplementary Figure 7D, available online, for miR-155 levels: P = .003 for M21 and H1299, =0.002 for FTC and <.001 for all other cell lines; for TERF1 levels: P = .002 for FTC and <.001 for all other cell lines).
Cancer is a disease of the TME. Exosomes are involved in intercellular communication (33,34), and in this study we investigated whether the paracrine exchange of exosomic miRNAs between NBL cells and neighboring human monocytes affected drug resistance. We showed that the “educational” process elicited by NBL on human monocytes through the secretion of exosomic miR-21 led to a TLR8 and NF-кB-dependent upregulation of miR-155 in NBL cells. We also showed that NBL cells induced mixed (but prevalently M2-) polarization of unpolarized human monocytes. Interestingly, our model suggests that the high levels of miR-155 frequently observed in homogenates of primary tumors might not be because of high miR-155 expression in cancer cells, but because of the exosomic transfer of miR-155 from the surrounding TAMs. These data revealed a previously unknown positive correlation between two oncogenic miRNAs (miR-21 and miR-155), indirectly mediated by the presence of TLR8-positive cells in the TME. Our data also suggest that in order to interfere with miR-155 upregulation in NBL cells, an anti-IL-6/anti-STAT3 therapy might not be as effective as interfering with exosome secretion.
Once in NBL cells, miR-155 directly targeted TERF1, a component of the shelterin complex and inhibitor of telomerase (35,36). Telomere length is a prognostic factor in NBL (37), and telomerase activity (T.A.) correlates with drug resistance and poor outcome in various malignancies (29,38–43). In this study we showed that exosomic miR-155 transferred by human monocytes was able to directly target TERF1 and affect T.A. and telomere length in NBL, and TERF1 targeting by miR-155 was involved in the acquisition of increased CDDP resistance both in vitro and in in vivo. The use of an exosome inhibitor (GW4869) statistically significantly restored NBL cell sensitivity to CDDP, even in presence of surrounding monocytes, providing the rationale for the use of exosome inhibitors to prevent and/or overcome drug resistance. We conducted the majority of the experiments in two NBL cell lines and this might represent a limitation of this study (44), however we also showed higher TAM infiltration, higher miR-155, and lower TERF1 expression in primary NBL samples. Finally, upregulation of miR-155 and downregulation of TERF1 were observed in seven different types of cancer cell lines cocultured with human monocytes, suggesting a mechanism common to different cancers.
Also, we did not investigate in this study which concentrations of exosomic miR-21 trigger the TLR8-dependent response in TAMs and which other targets might be modulated by TAM-derived exosomic miR-155 in NBL cells. Future studies clarifying these aspects are warranted.
In conclusion our study identifies a new exosomic miR-21/TLR8/NF-кB/exosomic miR-155/TERF1 axis triggered regardless of M1- or M2- polarization, but not in dendritic cells involved in resistance to chemotherapy in NBL, and identifies exosomes within the TME as important molecular targets to restore drug sensitivity.
Dr. Fabbri is a St. Baldrick Foundation’s Scholar and is supported by the Pablove Foundation, the Concern Foundation, the Saban Research Institute Research Career Development Award, the Southern California Clinical and Translational Science Institute (SC CTSI), the Jean Perkins Foundation, the Nautica Malibu Triathlon Funds, the award number P30CA014089 from the National Cancer Institute, the Hugh and Audy Lou Colvin Foundation, the Concern Foundation, and by a Shirley McKernan stewardship. Drs. Seeger and Asgharzadeh are supported by the award number 5 P01 CA081403-15 from the National Cancer Institute. Dr Calin is The Alan M. Gewirtz Leukemia & Lymphoma Society Scholar. Work in Dr. Calin’s laboratory is supported in part by the National Institutes of Health (NIH)/National Cancer Institute (NCI) grants 1UH2TR00943-01 and 1 R01 CA182905-01, the UT MD Anderson Cancer Center SPORE in Melanoma grant from NCI (P50 CA093459), Aim at Melanoma Foundation and the Miriam and Jim Mulva research funds, the Brain SPORE (2P50CA127001), the Center for radiation Oncology Research Project, the Center for Cancer Epigenetics Pilot project, a 2014 Knowledge GAP MDACC grant, a CLL Moonshot pilot project, the UT MD Anderson Cancer Center Duncan Family Institute for Cancer Prevention and Risk Assessment, an SINF grant in colon cancer, the Laura and John Arnold Foundation, the RGK Foundation and the Estate of C. G. Johnson Jr.
The study sponsors had no role in in the design of the study, the collection, analysis, or interpretation of the data, the writing of the manuscript, nor the decision to submit the manuscript for publication.
Author contributions: KBC and MF designed experiments, performed experiments, analyzed data and wrote the manuscript; PMW conducted in vivo experiments; PN, HC, MM, TX, IV, and FF performed experiments; XZ performed in situ hybridization; RK analyzed data and performed experiments; CI analyzed data; MH, HS, and SA analyzed samples and performed experiments; DA, GAC, AJ, and RCS designed experiments and wrote the paper; AG designed experiments, performed experiments, and wrote the manuscript.