- Open Access
Macrophage-derived exosomal microRNA-501-3p promotes progression of pancreatic ductal adenocarcinoma through the TGFBR3-mediated TGF-β signaling pathway
Journal of Experimental & Clinical Cancer Research volume 38, Article number: 310 (2019)
Exosomes from cancer cells or immune cells, carrying bio-macromolecules or microRNAs (miRNAs), participate in tumor pathogenesis and progression by modulating microenvironment. Our study aims to investigate the role of these microRNA-501-3p (miR-501-3p) containing exosomes derived from tumor-associated macrophage (TAM) in the progression of pancreatic ductal adenocarcinoma (PDAC).
Firstly, the function of TAM recruitment in PDAC tissues was assessed, followed by identification of the effects of M2 macrophage-derived exosomes on PDAC cell activities and tumor formation and metastasis in mice. In silico analysis was conducted to predict differentially expressed genes and regulatory miRNAs related to PDAC treated with macrophages, which determined miR-501-3p and TGFBR3 for subsequent experiments. Next, gain- and loss-of-function experiments were performed to examine their role in PDAC progression with the involvement of the TGF-β signaling pathway.
TAM recruitment in PDAC tissues was associated with metastasis. Highly expressed miR-501-3p was observed in PDAC tissues and TAM-derived exosomes. Both M2 macrophage-derived exosomes and miR-501-3p promoted PDAC cell migration and invasion, as well as tumor formation and metastasis in nude mice. MiR-501-3p was verified to target TGFBR3. PDAC cells presented with down-regulated TGFBR3, which was further decreased in response to M2 macrophage treatment. TGF-β signaling pathway activation was implicated in the promotion of miR-501-3p in PDAC development. The suppression of macrophage-derived exosomal miR-501-3p resulted in the inhibition of tumor formation and metastasis in vivo.
M2 macrophage-derived exosomal miR-501-3p inhibits tumor suppressor TGFBR3 gene and facilitates the development of PDAC by activating the TGF-β signaling pathway, which provides novel targets for the molecular treatment of PDAC.
Pancreatic cancer represents the seventh leading cause of death in relation to cancers, and the most common type is pancreatic ductal adenocarcinoma (PDAC), an infiltrating cancer with glandular differentiation originating from pancreatic ductal tree . PDAC is a fatal malignancy with an 8% 5-year overall survival rate for cases of all stages; most of these cases have been confirmed as being stage IV at diagnosis and have a 3% 5-year overall survival . Pancreaticoduodenectomy is the standard therapeutic method that is applied in PDAC patients, which might elongate the long-term survival . However, the recurrence of PDAC is a common occurrence following resection surgery, which exacerbates and usually results in the development of liver metastasis, lung metastasis, peritoneal seeding, peripancreatic recurrence, and other distant metastases [4, 5]. Therefore, due to the propensity for resistance to systemic therapy and early metastasis, effective early detection and screening seem quite indispensable to prevent PDAC, which is currently inadequate . Thus, there is an urgent need to identify promising biomarkers that regulate biological activities of PDAC cells, in order to develop new therapeutic modalities for PDAC with favorable and accurate prognosis.
Tumor-associated macrophages (TAMs), like M2 phenotype cells, are leukocytes that have a probability of infiltrating solid tumors, and stimulate cell invasion, proliferation and angiogenesis [7, 8]. Due to their contributory effect on lymphatic metastasis, M2-polarized TAMs have been proven to be associated with an unfavorable prognosis in pancreatic cancer . Furthermore, exosomes exist in the circulation and tissue microenvironment  and it has been suggested that M2 macrophage-derived exosomes deliver a regulatory transfer of specific proteins or signaling to tumor cells to control their migration. An example of such includes the exosome-mediated transfer of ApoE protein from TAMs to the gastric cancer cells that results in the enhancement of cell migration . Exosomes have been found to carry functional macromolecules and “exosomal shuttle RNAs” such as miRNA . A previous study was highly suggestive of the feasibility of the use of plasma-based miRNA profiling as specific and sensitive biomarker assays for PDAC, which might enable the potential of clinic translation with effective improvements . Previous studies have demonstrated the potential associations that exist between aberrantly expressed microRNAs (miRNAs) and target genes related to PDAC, which has also been linked to the development of miRNA-driven PDAC . In terms of pancreatic cancer cells, microRNA-301a-3p (miR-301a-3p)-carrying exosomes were secreted under a hypoxic condition, whereby the macrophages were polarized to accelerate the cell migration, invasion, and epithelial-mesenchymal transition . Similarly, there have been previously conducted studies on the promoting role of miR-501 in cervical cancer, and results found that its up-regulation augmented the cell proliferation, migration and invasion of cervical cancer through the regulation of the target gene of CYLD . The loss of TGF-beta Receptor III (TGFBR3) expression primes clear-cell renal cell carcinoma cells with facilitated metastatic potential by diminishing TGF-β2 signaling, which was implicated in poor prognosis of patients . TGFBR3 has been demonstrated to be regulated by several miRNAs, including miR-424 and miR-193–3p [18, 19]. Therefore, on the basis of the above findings, we hypothesized that TAM-derived exosomes played a role in the progression of PDAC, and that the mechanism of which may be involved in miR-501-3p and the TGFBR3-mediated TGF-β signaling pathway.
Materials and methods
This study was conducted with the approval of the Ethical Committee of Guangdong Academy of Medical Sciences. Informed consent and required documentation were obtained from each patient and their respective guardians prior to the study. All animal procedures were conducted with strict accordance to the recommendations on the Guide for the Care and Use of Laboratory Animals of the National Institutes of Health.
A total of 56 specimens were obtained from PDAC patients (38 males and 18 females, aged 32–75 years) who had received pancreatectomy in Guangdong Academy of Medical Sciences from June 2009 to September 2014. Prior to the pancreatectomy, the patients hadn’t received any chemotherapy or radiotherapy. The resected PDAC tissues were immediately preserved in the liquid nitrogen at − 80 °C. According to the criterion of World Health Organization (WHO) classification, the diagnosis of PDAC was independently verified by two pathologists. The above patients had their continuous follow-up for 3 years, with the follow-up deadline set for September 2017. The follow-up was performed by means of telephone interview, or outpatient visit. The overall survival (OS) was determined from the date of random grouping to the date of death due to any cause or the last follow-up visit.
PDAC cell lines (PANC-1, BxPC-3, MIA Paca-2 and Capan-2), human microvascular endothelial cell (HMEC)-1 and THP-1 cells were purchased from American Type Culture Collection (ATCC, Manassas, VA, USA) (https://www.atcc.org/). The exosomes in the medium were removed through centrifugation at 100,000 g at 4 °C overnight . PANC-1, BxPC-3, MIA Paca-2, Capan-2 and HMEC-1 cells were incubated in Dulbecco’s modified Eagle’s medium (DMEM, 31600–034, Hyclone, Logan, UT, USA) supplemented with 10% fetal bovine serum (FBS, 10099141, Gibco, Grand Island, NY, USA) [21, 22]. THP-1 cells were cultured in Roswell Park Memorial Institute (RPMI) 1640 medium  containing 10% FBS in a constant temperature incubator at 37 °C with 5% CO2 and sufficient humidity. Once the cell confluence reached 90%, the cells were incubated and passaged at a ratio of 1: 3–4. The cell lines used were all verified by short tandem repeat (STR) analysis and were free of mycoplasma contamination . THP-1 cells were treated with 100 ng/mL phorbol 12-myristate 13-acetate (PMA, P8139, Sigma, St. Louis, Missouri, USA) for differentiation into macrophages for 24 h. Next, 100 ng/mL lipopolysaccharide (LPS, 8630, Sigma) and 20 ng/mL interferon-γ (IFN-γ, 285-IF, R&D, Minneapolis, MN, USA) were adopted to treat cells for 24 h, polarizing them into an M1 phenotype. Following treatment with 20 ng/mL interleukin-4 (IL-4, AF-200-04-5, Peprotech, Rocky Hill, NJ, USA) for 72 h, the cells were polarized into an M2 phenotype .
Cell treatment and grouping
The procedures of cell transfection were described as follows. Human mononuclear macrophage line (THP-1) was regarded as a control group without any transfection and Mp-Exo as an experimental group with M2 macrophage exosomes. Once the cell confluence reached 80–90% in the PANC-1 and BxPC-3 cells, they were transfected according to the instructions provided on the Lipofectamine 2000 (11668–019, Invitrogen, New York, CA, USA). Subsequently, the cells were grouped according to Table 1 into negative control (NC) mimic group (transfection of miR-501-3p mimic NC), miR-501-3p mimic group (transfection of miR-501-3p mimic plasmids), Mp-Exo + NC inhibitor group (transfection of M2 macrophage-derived exosomes and miR-501-3p inhibitor NC), Mp-Exo + miR-501-3p inhibitor group (transfection of M2 macrophage-derived exosomes and miR-501-3p inhibitor), NC siRNA group (transfection of TGFBR3 siRNA NC), TGFBR3 siRNA group (transfection of TGFBR3 siRNA), NC inhibitor group (transfection of miR-501-3p inhibitor NC), miR-501-3p inhibitor group (transfection of miR-501-3p inhibitor), PBS + NC mimic group (transfection of M2 macrophage-derived exosome NC and miR-501-3p mimic NC) and Mp-Exo + NC mimic group (transfection of M2 macrophage-derived exosome and miR-501-3p mimic NC).
Afterwards, the cells were assigned into NC mimic + vector group (transfection of miR-501-3p mimic NC and infection of TGFBR3 NC), miR-501-3p mimic + vector group (transfection of miR-501-3p mimic and infection of TGFBR3 NC), NC mimic + overexpression (oe)-TGFBR3 group (transfection of miR-501-3p mimic NC and infection of TGFBR3 adenovirus), miR-501-3p mimic + oe-TGFBR3 group (transfection of miR-501-3p mimic and infection of TGFBR3 adenovirus), PBS + vector group (treatment of M2 macrophage-derived exosome NC and infection of TGFBR3 adenovirus NC), Mp-Exo + vector group (treatment of M2 macrophage-derived exosome and infection of TGFBR3 adenovirus NC), PBS + oe-TGFBR3 group (treatment of M2 macrophage-derived exosome NC and infection of TGFBR3 adenovirus), and Mp-Exo + oe-TGFBR3 group (treatment of M2 macrophage-derived exosome and infection of TGFBR3 adenovirus). The miR-501-3p mimic, miR-501-3p inhibitor, and TGFBR3 siRNA (there were three siRNAs to be assessed) at a concentration of 50 nM and TGFBR3 overexpressing adenoviruses were all purchased from RiboBio Co., Ltd. (Guangzhou, China). The M2 macrophages were pretreated by 5 μM of exosome secretion inhibitor GW4869 (HY-19363, MCE, Monmouth Junction, NJ, USA). The experiment was conducted in triplicates.
Isolation and characterization of exosomes
Once the M2 macrophage confluence reached 80–90%, the complete medium was discarded and replaced with fresh medium. Next, 30 mL of used cell culture medium was collected per cell line , out of which the exosomes were isolated through the method of differential centrifugation at 4 °C. After additional centrifugation at 4 °C at 100,000 g overnight, the exosomes were extracted in accordance with the instructions on the ExoQuick (System Bioscience, Mountain View, CA, USA). Next, the precipitation was washed with a large amount of PBS, followed by re-suspension in PBS, and was stored at − 80 °C for further use.
Subsequently, the exosomes were identified using transmission electron microscope. Firstly, 20 μL of exosomes were added dropwise on a copper mesh and allowed to stand for 3 min. The liquid was then blotted from the side with filter paper. Next, 30 μL of phosphotungstic acid solution (pH 6.8) was added dropwise to counterstain exosomes for 5 min at room temperature. After being baked by an incandescent lamp, the exosomes were photographed under a transmission electron microscope. Particle size analysis  was performed using nanoparticle tracking analysis (NS300, Malvern Instruments Ltd., Malvern, UK). Western blot analysis was adopted to identify exosome surface markers. The exosomal suspension was concentrated and the protein content was determined using the bicinchoninic acid (BCA) kit (23227, Thermo Fisher Scientific, Waltham, MA, USA). Following denaturation, sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) was carried out for protein separation. Afterwards, the samples were transferred onto membranes, and the expression of specific marker proteins of exosomes was examined such as tumor susceptibility gene 101 (TSG101), CD63 and CD81 .
Cell counting kit-8 (CCK-8)
The experimental procedures were carried out according to the instructions provided on the CCK-8 kit (C0037, Beyotime Institute of Biotechnology, Shanghai, China). The cells were seeded at a density of 2 × 103 cells/well into 96-well plates and incubated for 24 h. Subsequently, 10 μL of CCK-8 reagent was added to 100 μL of complete medium for further incubation. The absorbance was measured at 450 nm by a Multiskan FC plate reader (51119100, Thermo Fisher Scientific) at different time points (0 h, 24 h, 36 h, 48 h and 72 h). The experiment was repeated three times with triplicates.
Cell migration experiments were conducted as follows. Firstly, the cells were seeded at a cell density of 5 × 104 cells/mL into the Transwell chamber (pore size of filter = 8 μm) with 200 μL per chamber. The basolateral chamber was then seeded with corresponding cells or 500 μL of 10% FBS medium. The experiment was repeated three times with triplicates. Following incubation in a 37 °C incubator with 5% CO2 for 24 h, the Transwell chamber was removed and fixed with 4% paraformaldehyde-PBS solution at 4 °C. Next, crystal violet staining solution (C0121, Beyotime Institute of Biotechnology) was added for 20-min staining. Once the cells on the surface inside the chamber had been wiped off, the cells were observed under an inverted fluorescence microscope (TE2000, Nikon, China). Subsequently, 5 visual fields were randomly selected and photographed and the average number of cells penetrating through the chamber was calculated. The experiment was conducted in triplicates.
The above procedure was followed by cell invasion experiments. Briefly, the stock solution of Matrigel (40111ES08, Yeasen Company, Shanghai, China) was diluted into 1/3 by DMEM. The solution was then used to coat the apical chamber of the Transwell (3413, Unique Biotechnology Co. Ltd., Beijing, China), followed by incubation in a 37 °C incubator for 4–5 h until Matrigel coagulation was obtained. The cell suspension of transfected cells was diluted with 100 μL of serum-free medium to a density of about 1 × 106 cells/mL. Following inoculation, 500 μL of DMEM containing 10% FBS was added to the basolateral chamber. The experiment was repeated three times with triplicates. After incubation at 37 °C and 5% CO2 for 24 h, the Transwell chamber was fixed in 4% paraformaldehyde-PBS solution and stained with crystal violet for 5 min. The cells on the inner surface were wiped off. Next, 5 fields were randomly selected and photographed under an inverted fluorescence microscope (TE2000, Nikon, China), after which the average number of cells penetrating through the chamber was calculated. The experiment was conducted in triplicates.
Matrigel tube formation assay
Matrigel (354234, Shanghai Shanran Biotechnology Co., Ltd., Shanghai, China) was placed in a freezer at 4 °C overnight, after which it was melted into a yellow gelatinous liquid. Next, 10 μL (thickness = 0.5 mm) of yellow gelatinous liquid was aspirated with a pre-cooled micropipette and quickly added onto the pre-cooled angiogenic slides (81506, ibidi, Martinsried, Germany). The slides were then incubated in a humidity chamber in a 37 °C incubator for about 30 min and allowed to solidify. After an incubation period of 24 h, the cells were collected and starved in serum-free for 1 h, followed by re-suspension in DMEM to prepare a cell suspension. Subsequently, 50 μL of the cell suspension with a density of 2 × 105 cells/mL was seeded onto the Matrigel-coated slides. All investigations involved at least 3 wells, each repeated in triplicate. After incubation for 12 h, the slides were photographed under a Leica inverted phase contrast microscope. The number of intact capillary lumens constituted by cells was calculated by Image-Pro Plus software (version 6.0) under a microscope (100 ×). At least 3 fields were calculated in each group. The experiment was repeated in triplicates.
Western blot analysis
Total protein of tissue, cell or exosome was extracted using radio-immunoprecipitation assay (RIPA) lysis buffer (R0010, Solarbio, Shanghai, China). The supernatant was collected following centrifugation (12,000 rpm) at 4 °C for 15 min, after which the protein concentration was determined and quantified using a BCA kit (20201 ES76, Yeasen Company, Shanghai, China). The protein was separated with the use of acrylamide gel electrophoresis and transferred onto a polyvinylidene fluoride (PVDF) membrane. After blockade by 5% skim milk, blots were probed with diluted primary antibodies: rabbit anti-TSG101 (ab30871, 1: 1000), CD63 (ab68418, 1: 1000), CD81 (ab109201, 1: 1000), vascular endothelial growth factor A (VEGFA) (ab46154, 1: 1000), vascular endothelial growth factor receptor 2 (VEGFR-2) (ab11939, 1: 1000), angiopoietin 2 (ANG2) (ab8452, 1: 500), phosphatidylinositol glycan anchor biosynthesis, class F (PIGF) (ab74778, 1: 1000), intercellular adhesion molecule 1 (ICAM1) (ab53013/179707, 1: 2000/1: 1000), cleaved caspase 3 (ab49822, 1: 500), cleaved-PARP1 (ab32064, 1: 1000), Musashi RNA binding protein 2 (MSI2) (ab76148, 1: 1000), Fibronectin (ab2413, 1: 1000), TGFBR3 (ab97459, 1: 1000), TGF-beta Receptor I (TGFBR1) (ab31013, 1: 1000), TGF-beta Receptor II (TGFBR2) (ab186838, 1: 1000), t-SMAD3 (ab40854, 1: 2000), p-SMAD3 (ab52903, 1: 2000), mouse anti-E-Cadherin (ab76055,1: 1000) and glyceraldehyde-3-phosphate dehydrogenase (GAPDH) (ab8245, 1: 5000) at 4 °C overnight. Subsequently, the membrane was incubated with horseradish peroxidase (HRP)-labeled goat anti-rabbit IgG (ab205718, 1: 20000) or goat anti-mouse (ab6789, 1: 5000) dilution for 1 h at room temperature. The aforementioned antibodies were all purchased from Abcam Inc. (Cambridge, UK). Quantitative analysis of protein was conducted using Image J 1.48u software (National Institutes of Health, Bethesda, MA, USA). The protein level was expressed as the ratio of gray values of target bands to that of internal reference GAPDH.
Reverse transcription quantitative polymerase chain reaction (RT-qPCR)
The total RNA of cells and tissues in addition to the exosome RNA was extracted using the RNA extraction kit (AM1552, Thermo Fisher Scientific) according to the instructions of RNA extraction kit, after which the RNA concentrations were determined. The primers used in this study were synthesized by Takara (Dalian, Liaoning, China) (Table 2). The relative transcriptional level of the target gene was calculated using the 2-△△CT method  with GAPDH and U6 used as the internal references: △△Ct = △Ct experimental group - △Ct control group, △Ct = Ct target gene - Ct internal reference.
The GEO database (https://www.ncbi.nlm.nih.gov/geo/) was used to retrieve the gene expression data related to PDAC, after which differential analysis was conducted using limma package of R language. Next, TGFBR3 expression in the TCGA database was detected via GEPIA database (http://gepia.cancer-pku.cn/index.html). Subsequently, the potential miRNAs regulating TGFBR3 were predicted using the TargetScan database (http://www.targetscan.org/vert_71/).
Dual luciferase reporter gene assay
The targeting relationship of TGFBR3 and miR-501-3p was predicted using an online website, after which it was further confirmed by dual luciferase reporter gene assay. The dual luciferase reporter vector of TGFBR3 and the mutants of binding sites of TGFBR3 to the miR-501-3p were designed separately: pGL3-TGFBR3-wild type (Wt) and pGL3-TGFBR3-mutation (Mut). The two reporter plasmids were co-transfected into HEK293 cells with the plasmid that had overexpressed miR-501-3p and pRL-TK (internal reference plasmid expressing Renilla luciferase). After a 24 h transfection, a dual luciferase reporter system (Dual-Luciferase® Reporter Assay System, E1910, Promega, Madison, WI, USA) was adopted to determine luciferase activity, which was represented by the ratio of Firefly luciferase to Renilla luciferase. The experiment was conducted in triplicates.
Tumorigenicity in nude mice
A total of 56 male BALB/c nude mice (aged 3–6 weeks and weighing 16–22 g), purchased from Guangdong Medical Laboratory Animal Center (Foshan, Guangdong, China), were housed in laminar flow cabinets under specific pathogen-free (SPF) conditions, subjected to regular indoor UV irradiation. The mice were kept under controlled environmental conditions in a disinfected cage, with disinfected padding, drinking water and food, at room temperature of 24–26 °C and relative humidity of 40–60%. The nude mice were then divided into PANC-1 + saline group (PANC-1 cells treated with saline), PANC-1 + Mp-Exo group (PANC-1 cells treated with M2 macrophage-derived exosome), BxPC-3 + PBS group (BxPC-3 cells treated with PBS), and BxPC-3 + Mp-Exo group (BxPC-3 cells treated with M2 macrophage-derived exosome). There were 7 mice in each group. PANC-1 and BxPC-3 cells in logarithmic growth phase were collected and resuspended at a density of 1 × 106 cells/100 μL with PBS. Subsequently, 100 μL of the cell suspension was subcutaneously inoculated into the right groin of nude mice, and Mp-Exo or normal saline was injected into the tail caudal vein. After 4 weeks of inoculation, the tumor tissue was dissected. The tumor tissue of the PANC-1 + saline group was transplanted into the pancreas capsule of nude mice, followed by intravenous injection of Mp-Exo or normal saline into caudal vein. After 6 weeks, the size of the dissected tumor was measured according to the following formula: tumor volume = (length × width × height) × 0.5. The tumor weight was weighed with a balance. The liver and lung tissues were isolated and the metastatic nodules were counted. The tumor tissues were then fixed in 10% formaldehyde, routinely dehydrated, embedded in paraffin, and sliced into 4-μm-thick sections. Afterwards, the remaining mice were assigned into PANC-1 + Exo-NC antagomiR group, PANC-1 + Exo-miR-501-3p antagomiR group, BxPC-3 + Exo-NC antagomiR group and BxPC-3 + Exo-miR-501-3p antagomiR group, with 7 mice in each group. The exosomes were extracted following the transfection of M2 macrophages with NC antagomiR or miR-501-3p antagomiR. The tumor formation experiments that were conducted subsequently followed the same procedure as the ones mentioned above.
Hematoxylin-eosin (HE) staining
The paraffin-embedded sections that had been prepared were dewaxed, after which hematoxylin was used to stain the nucleus for 5 min. After dissimilation with the use of 1% ethanol-hydrochloric acid for 30 s, the sections were observed under a microscope. The cytoplasm was stained with eosin. Finally, the sections were sealed with neutral gum and photographed under an optical microscope.
Frozen sections were rewarmed at room temperature, and fixed in ice-cold acetone. The antigen retrieved sections were treated with 0.3% tritonX-100 and blocked with 5% BSA at room temperature. The sections were then incubated with diluted primary antibody F4/80 (Ab100790, 1: 100, Abcam Inc., Cambridge, UK) at 4 °C overnight. The following day, the rewarmed sections were incubated with HRP labeled goat anti-rabbit IgG antibody (ab6721, 1: 1000, Abcam Inc., Cambridge, UK) at room temperature for 30 min. Color reaction was developed using diaminobenzidine chromogen (DAB) solution for 3 min. After counterstaining of hematoxylin for nucleus, the sections were subjected to dehydration, permeabilization and mounting. Brown-yellow particles represented positive expression of the target protein. Finally, five randomly fields were selected from each section and observed under a microscope.
SPSS 21.0 statistical software (IBM Corp. Armonk, NY, USA) was used for data processing. The measurement data were expressed as mean ± standard deviation. The comparison between two groups was performed using independent sample t test. One-way analysis of variance (ANOVA) was employed for comparison among multiple groups, followed by Tukey’s post-hoc test for pairwise comparison. The data at different time points were compared using repeated measures ANOVA. Kaplan-Meier method and the log-rank test were employed to analyze the relationship between TAM recruitment in PDAC and overall survival of patients. p < 0.05 was considered to be statistically significant.
Tumor-associated macrophage recruitment in PDAC is associated with cancer metastasis
There were 42 cases of metastatic tissues, and 12 cases of non-metastatic tissues among subjects. Immunohistochemical results (Fig. 1a & b) showed that TAM (F4/80 positive) recruitment was significantly increased in PDAC tissue of metastatic patients compared with non-metastatic patients. According to the mean value of TAM, the patients were classified into a group with high enriched level of TAM and the other group with low level. Survival analysis (Fig. 1c) revealed that patients with highly recruited TAM had a lower cumulative survival rate. The tissue samples obtained from the metastatic patients presented with higher expression of miR-501-3p (Fig. 1d). The HE staining analysis for PDAC tissues is displayed in Fig. 1e. It has been reported that miR-501-3p in M2 macrophages (F4/80 positive) was higher than that in M1 macrophages .
M2 macrophage-derived exosomes promote the migration and invasion of PDAC cells
It has been reported that macrophages can regulate the development of PDAC through miRNAs carried by exosomes . We evaluated whether the effect of M2 macrophages on PDAC cells was through exosomes to further understand the effects of M2 macrophages on PDAC. THP-1 cells were converted to M1 phenotype macrophages following treatment with LPS and γ-IFN, expressing CD68 and iNOS (M1 macrophage phenotype marker genes). After treatment with IL-4, they were converted to M2 phenotype macrophages expressing Arginase and CD206 (M2 macrophage phenotype marker genes) (Fig. 2a) (p < 0.05). The expression of miR-501-3p was measured following co-culture of M2 macrophages with PDAC cell lines. The results showed that relative to the THP-1 cells co-cultured with PDAC cells, there was a significant up-regulation in the expression of miR-501-3p in the co-culture of M2 macrophages and PDAC cell lines (Fig. 2b) (p < 0.05). PANC-1 and BxPC-3 PDAC cell lines with the highest expression of miR-501-3p were selected for subsequent experiments.
Subsequently, the purified THP-1 exosomes were extracted as the control group and purified M2 macrophage exosomes were extracted as the experiment group. After observation under a transmission electron microscope, it was found that the supernatant of M2 macrophage cell culture contained exosomes. The shape of exosomes was solid and dense, with typical two-layer membrane structure, presenting a disc or cup shape with an average diameter of 90 nm (Fig. 2c & d). Once the marker genes of M2 macrophage exosomes were detected, we found that the extracted exosomes were M2 macrophage exosomes (Additional file 2: Figure S2). In addition, the protein levels of exosomal markers TSG101, CD63 and CD81 were determined by Western blot analysis, the results of which revealed a significant increase in the protein levels of TSG101, CD63 and CD81 following Mp-Exo treatment, which further confirmed the successful extraction of exosomes (Fig. 2e). The expression of miR-501-3p in Mp-Exo was significantly increased in comparison to that in the THP-1 cells-derived exosomes (Fig. 2f). PKH67-labeled Mp-Exo was co-cultured with PANC-1 and BxPC-3 cells for 48 h, and the endocytosis of exosomes in PANC-1 and BxPC-3 and HMEC-1 cells was observed under an inverted fluorescence microscope. PKH67-labeled exosomes presenting green fluorescence could be observed in PANC-1 and BxPC-3 cells co-cultured with exosomes, while the cells without culturing of exosomes presented with DAPI-induced blue fluorescence (Fig. 2g). After 48 h of co-culture of PANC-1 and BxPC-3 cells with Mp-Exo, and CCK-8, Transwell assay and Western blot analysis were employed for the purpose of examining cell proliferation, migration and invasion and apoptosis. Compared with the exosomes from THP-1, PANC-1 and BxPC-3 cells with Mp-Exo treatment presented with accelerated proliferation of PDAC cells at 48 h and 72 h (Fig. 2h) (p < 0.01), and the number of migrating cells and invasive PDAC cells was significantly increased (Fig. 2i) (p < 0.01). Moreover, levels of apoptosis-related proteins (cleaved caspase 3 and cleaved PARP) were significantly decreased in PANC-1 and BxPC-3 cells that had received treatment with Mp-Exo, suggesting the inhibition of apoptosis by Mp-Exo (Fig. 2j) (p < 0.05).
In addition, the tube formation assay data revealed that HMEC-1 cells co-cultured with Mp-Exo presented with facilitated tubule formation (Fig. 2k) (p < 0.05). Western blot analysis was conducted again to determine the levels of migration-related proteins (ICAM-1, MSI2, E-cadherin, Fibronectin) and angiogenesis-related proteins (VEGFA, VEGFR2, ANG2, PIGF), which were all found to be elevated in Mp-Exo treated cells; however, the expression of E-cadherin was down-regulated in Mp-Exo treated cells (Fig. 2l) (p < 0.05).
The aforementioned results suggested that Mp-Exo can promote the proliferation, migration and invasion of PANC-1 and BxPC-3 cells, while enhancing the tube formation ability of HMEC-1 cells, and inhibiting the apoptosis.
M2 macrophage-derived exosomes promote tumor formation and metastasis in nude mice
Two PDAC cell lines (PANC-1 and BxPC-3) were injected into nude mice to establish an in vivo PDAC mouse model. Compared with the nude mice without Mp-Exo treatment, there was an evident increase in the weight and volume of subcutaneous tumors in nude mice following Mp-Exo treatment (Fig. 3a-e) (p < 0.05). Moreover, there was an increase in the number of metastatic liver and lung nodules (Fig. 3f-m) (p < 0.05). Meanwhile, the miR-501-3p expression was up-regulated in subcutaneous tumor tissues (Fig. 3n & o) (p < 0.01). The mRNA expression of cell cycle-related genes cyclinA2, D1, D2, E1 was significantly elevated, and that of the cell cycle inhibition-related genes p19 and p21 was reduced (Fig. 3p & q) (p < 0.05). The expression of migration-related proteins and angiogenesis-related proteins was determined, the results of which showed that the expression of ICAM-1, MSI2, Fibronectin, VEGFA, VEGFR2, ANG2 and PIGF was up-regulated, and E-cadherin was down-regulated, when compared to control group (Fig. 3r-u) (p < 0.05). These aforementioned results suggest that Mp-Exo can enhance the tumorigenic ability of PANC-1 and BxPC-3 cells, in addition to metastatic ability of tumor cells in vivo.
Exosomal miR-501-3p promotes migration, invasion and tube formation of PDAC cells
The aforementioned results revealed that miR-501-3p was differentially expressed when exosomes acted on PDAC cells. Therefore, we speculated that miR-501-3p might have an effect on PDAC cells. The expression of miR-501-3p following transfection in PANC-1 and BxPC-3 cells is illustrated in Fig. 4a & b. Following transfection with miR-501-3p mimic in PAR-1 and BxPC-3 cells, the results from CCK-8, Transwell assay and Western blot analysis revealed that miR-501-3p overexpression elevated the expression of miR-501-3p (Additional file 1: Figure S1A) and promoted the proliferation of PANC-1 and BxPC-3 cells (Fig. 4c & d) (p < 0.05), as well as migration and invasion ability (Fig. 4i-k) (p < 0.05), while inhibiting their apoptosis (Fig. 4e-h) (p < 0.05). In addition, the protein levels of ICAM-1, MSI2, Fibronectin, VEGFA, VEGFR2, ANG2, and PIGF were significantly up-regulated, and those of E-cadherin were down-regulated (Fig. 4n-p) (p < 0.05). MiR-501-3p mimic presented with evident promotion in HMEC-1 cell tube formation ability (Fig. 4l & m) (p < 0.05). These results in the PDAC cells with inhibited miR-501-3p expression in Mp-Exo were opposite to those induced by miR-501-3p mimic and Mp-Exo, indicating that miR-501-3p and Mp-Exo had a consistent effect on PDAC cells (PANC-1 and BxPC-3) and HMEC-1 cells. The effect of Mp-Exo on PDAC cells (PANC-1, BxPC-3) and HMEC-1 cells can be blocked following the inhibition of miR-501-3p expression in Mp-Exo.
In silico analysis for differentially expressed genes and regulatory miRNAs related to PDAC treated with macrophages
To identify the target gene of miR-501-3p, we retrieved a sequencing gene expression datasets GSE109110 with treatment of PDAC with macrophages in the GEO database . The chip included PDAC samples before and after the treatment with macrophages, during which time the gene transcript difference between the two samples in the chip was performed. The gene expression dataset revealed that 249 genes were differentially expressed in PDAC samples treated with macrophages (Table 3). Among these differentially expressed genes, we noticed that there were 149 down-regulated genes in PDAC samples treated with macrophages. As illustrated in Fig. 5a, a heat map of 50 significantly down-regulated genes was obtained. In addition, in the GEO database, we obtained data from two PDAC sequencing datasets, both of which included normal pancreatic samples and PDAC samples. Subsequently, 50 differentially expressed genes were identified, whose expression levels were significantly down-regulated in the PDAC samples compared to those of the normal control samples (Fig. 5b & c). Furthermore, the down-regulated genes in the three chips were intersected (Fig. 5d), and it was found that, among the three sets of data, only one gene, TGFBR3, was present in the three sets. The expression level of TGFBR3 in TCGA database was further analyzed (Fig. 5e) and the results revealed that there was a poor expression in the TGFBR3 gene in almost all tumor samples. These analyses indicated that in addition to there being a low expression of TGFBR3 in PDAC, it was further decreased in response to macrophage treatment. It is suggested that the effect of macrophages on PDAC is highly likely to be achieved by regulating the TGFBR3 gene. The TargetScan database was used to predict the regulatory miRNAs of TGFBR3. We obtained 37 miRNAs expressed in macrophage exosomes from published reports . In the two sets of data (Fig. 5f), there was only one miRNA in the intersection of the two sets of data, namely miR-501-3p. Hence, we speculated that TGFBR3 was regulated by miR-501-3p.
MiR-501-3p overexpression promotes migration, invasion and tube formation of PDAC cells by down-regulating TGFBR3
The binding sites of miR-501-3p and TGFBR3 were predicted using the TargetScan database, the 3364–3370 bases of TGFBR3–3’UTR region may be binding sites to miR-501-3p (Fig. 6a). The dual luciferase reporter gene assay confirmed that TGFBR3 was a target of miR-501-3p. The relative luciferase activity was decreased in co-transfection of pGL3-TGFBR3-Wt with miR-501-3p mimic, compared with the control of pGL3-vector (p < 0.05), and there was no significant difference in luciferase activity in co-transfection of pGL3-TGFBR3-Mut with miR-501-3p mimic (p > 0.05), indicating that miR-501-3p was bound to the TGFBR3 gene (Fig. 6b). The expression of TGFBR3 after transfection of miR-501-3p mimic was determined through RT-qPCR and Western blot analysis to further verify the targeting relationship. The results demonstrated that the mRNA (Fig. 6c) and protein levels (Fig. 6d & e) of TGFBR3 were significantly down-regulated in the PANC-1 and BxPC-3 cells in the presence of miR-501-3p mimic (p < 0.05). The aforementioned results consistently indicated that TGFBR3 was a target gene of miR-501-3p.
Following treatment with Mp-Exo and miR-501-3p mimic, proliferation, migration and invasion of PANC-1 and BxPC-3 cells were facilitated. In order to assess whether overexpression of TGFBR3 could inhibit the effect of Mp-Exo and miR-501-3p mimic, a series of experiments were performed. Transwell and in vitro tube formation assays revealed that overexpression of TGFBR3 can enhance the expression of TGFBR3 (Additional file 1: Figure S1B), and also reversed the effects of Mp-Exo and miR-501-3p mimic on PANC-1 and BxPC-3 cell migration, invasion and tube formation (Fig. 6f-m) (p < 0.05). Western blot analysis of migration, invasion and angiogenesis-related proteins revealed that there was a significant down-regulation in the expression of ICAM-1, MSI2, Fibronectin, VEGFA, VEGFR2, ANG2 and PIGF and that of E-cadherin was up-regulated in the presence of miR-501-3p mimic NC and TGFBR3 adenovirus, when compared with miR-501-3p mimic NC and TGFBR3 NC (Fig. 6n-q) (p < 0.05). The overexpressed TGFBR3 could reverse the effects of miR-501-3p and Mp-Exo on PANC-1 and BxPC-3 cells, as well as HMEC-1 tube formation. The expression of TGFBR3 in metastatic and non-metastatic PDAC tissues was further examined by RT-qPCR and Western blot analysis: the mRNA and protein levels of TGFBR3 were down-regulated in metastatic PDAC tissues (Fig. 6r-t) (p < 0.05). The aforementioned results indicate that Mp-Exo carrying miR-501-3p, by targeting TGFBR3, can promote the proliferation, migration and invasion of PANC-1 and BxPC-3 cells, in addition to the tube formation of HMEC-1 cells.
TGF-β signaling pathway participates in the effect of miR-501-3p on PDAC cells
Studies have documented that TGFBR3 can regulate the development of various tumors through the TGF signaling pathway [17, 28]. In order to understand the molecular mechanism of miR-501-3p on PDAC, based on the pertinent reports, we examined the changes of the TGF-β signaling pathway under different treatments (Fig. 7). Mp-Exo (Fig. 7a, b, e, f), miR-501-3p mimic and TGFBR3 siRNA (Fig. 7i, j, k, l) were capable of up-regulating the levels of TGFBR1, TGFBR2 and p-SMAD3 in PANC-1 and BxPC-3 cells, and down-regulating TGFBR3 expression (p < 0.05). On the contrary, overexpression of TGFBR3 (Fig. 7c, d, g, h) or miR-501-3p inhibitor in PANC-1 and BxPC-3 cells up-regulated TGFBR3 expression and inhibited the levels of TGFBR1, TGFBR2 and p-SMAD3. In summary, macrophages deliver miR-501-3p through exosomes in PDAC cells, thereby targeting and regulating TGFBR3 expression and ultimately affecting the development of PDAC through the TGF-β signaling pathway. The results from in silico prediction were consistent with our experimental results.
Inhibition of miR-501-3p in M2 macrophage-derived exosomes represses tumor formation and metastasis in vivo
Two PDAC cell lines (PANC-1 and BxPC-3) were used to establish nude mouse models of subcutaneous and metastatic PDAC, respectively. Exosomes extracted from M2 macrophages transfected with NC antagomiR or miR-501-3p antagomiR were injected into the nude mice, and tissue samples were collected 4 weeks later. Versus those injected with M2 macrophages transfected with NC antagomiR, the weight and volume of subcutaneous tumors in the nude mice injected with M2 macrophages transfected with the miR-501-3p antagomiR were significantly decreased (Fig. 8a-d) (p < 0.05), and the number of liver and that of lung nodules in the nude mouse models of metastatic PDAC were significantly reduced (Fig. 8e-l) (p < 0.05). In addition, miR-501-3p levels were inhibited in subcutaneous tumor tissues and serum exosomes (Fig. 8m & n) (p < 0.01). The mRNA levels of genes (CD133, OCT4, and NANOG) related to stemness of cancer cells were significantly down-regulated (Fig. 8o & p) (p < 0.05). The expression of migration and angiogenesis-related proteins and TGFBR3 was determined by Western blot analysis, demonstrating significantly down-regulated expression of ICAM-1, MSI2, Fibronectin, VEGFA, VEGFR2, ANG2 and PIGF, as well as up-regulated E-cadherin and TGFBR3 in nude mice injected with M2 macrophages transfected with miR-501-3p antagomiR (Fig. 8q-t) (p < 0.05). The aforementioned findings indicated that the inhibition of miR-501-3p levels in M2 macrophage exosomes can suppress the tumorigenic ability of PANC-1 and BxPC-3 cells, as well as tumor metastasis ability, and also inhibit the expression of tumor cell stemness-related genes to some extent.
There is a growing number of evidences suggesting the treatment of PDAC remains a challenge, due to the susceptibility to early systemic metastasis and invasion into the adjacent vascular structures [29, 30]. Hence, it is urgent to identify minimally invasive biomarker to assist to diagnose PDAC early and develop effective treatment regimens to curtail the malignancy characterized by the high morbidity and low survival rate . Tumor-derived exosomal miRNAs exert important physiological functions and are significant participants in TAM infiltration and M2 polarization . In the present study, we showed that M2 macrophages deliver miR-501-3p through exosomes in PDAC cells, thereby down-regulating TGFBR3 expression, and ultimately accelerating the development of PDAC via the activation of the TGF-β signaling pathway (Fig. 9).
TAMs have dual influence on the occurrence and development of cancers according to the activation status, and the anti-tumoral and pro-tumoral effects are induced by classically activated (M1) and alternatively activated (M2) phenotypes, respectively . One of the findings from our study revealed that the M2 phenotype was the main phenotype involved in TAM recruitment in PDAC, which was associated with metastasis and cumulative survival rate. M2-polarized TAMs have been highlighted as critical regulators of the correlation of cancer with inflammation. Moreover, the M2-polarized TAMs are associated with the promotion of epithelial-mesenchymal transition in pancreatic cancer . In our study, we also found that Mp-Exo was shown to promote the migration and invasion of PDAC cells, as well as tumor formation and liver and lung metastasis in nude mice. The exosomes secreted from PDAC cells could stimulate the liver metastasis in nude mice by inducing pre-metastatic niche formation in the liver . Moreover, a previous study provided an opposing view to the previous one suggesting that, when the PDAC cells were transfected with miR-encoding plasmid, the altered tumor-derived exosomes could control the polarization of macrophage phenotypes, making genetic therapies potential treatment options for pancreatic cancers .
Since highly expressed miR-501-3p was observed in PDAC tissues and M2 macrophages of PDAC cells, we performed a series of in vitro and in vivo experiments to assess the role of miR-501-3p in the function of M2 macrophage. TAM-targeted miRNA delivery has been evaluated in a preliminary study conducted by Liu et al. for anti-cancer therapy, which suggested that tumor suppression can be obtained through the repolarization of TAMs to anti-tumor M1 phenotype . We also found that exosomal miR-501-3p can accelerate migration, invasion and tube formation of PDAC cells. The oncogenic role of miR-501 has also been reported in cervical cancer, where the effects of miR-501 in facilitating cell proliferation, migration and invasion, in addition to lymph node metastasis were demonstrated . In addition, hepatocellular carcinoma tissues and cell lines have also been found to have up-regulated miR-501-5p, and overexpression of miR-501-5p could enhance tumor cell proliferation by targeting CYLD . The study by Goto et al. defined increased expression of three miRNAs (miR-191, − 21, −451a) enclosed in serum exosomes as early diagnostic and progression markers of pancreatic cancer .
To further probe into the mechanism, in silico analysis was conducted to predict differentially expressed genes and regulatory miRNAs related to PDAC treated with M2 macrophages, which identified that poorly expressed TGFBR3 in PDAC and its expression could be further decreased in response to M2 macrophage treatment. Specific binding sites were confirmed between regulatory miR-501-3p and the 3’UTR of TGFBR3, which was also verified by our experimental results. MiR-501-3p overexpression could promote PDAC cell migration, invasion and tube formation by down-regulating TGFBR3. The tumor suppressive role of TGFBR3 has been proven in multiple malignancies including clear-cell renal cell carcinoma, in which the loss of TGFBR3 expression was found to be significantly involved in the tumor formation and metastasis through TGF-β-mediated mechanism . The up-regulation of TGFBR3 expression significantly attenuates the motility and invasion in vitro and tumor formation in vivo of prostate cancer cells . In addition, restoring the expression of TGFBR3 could result in the inhibition of invasion ability of tumor cells in vitro, as well as angiogenesis and metastasis in vivo through the inactivation of the TGF-β signaling pathway in breast cancer cells . Consistently, our study revealed that the TGF-β signaling pathway was implicated in the effect of miR-501-3p-mediated downregulation of TGFBR3 on PDAC cells, which indicated a conserved anti-oncogenic role of TGFBR3 in combination with results in other cancers.
Finally, the results from the in vivo experiments in nude mice revealed that the inhibition of miR-501-3p in M2 macrophage exosomes resulted in the suppression of tumor formation and metastasis in the liver and lung. In pancreatic cancer, infiltration of M2-polarized TAM in regional lymph nodes has the capability of accelerating nodal lymphangiogenesis through the generation of vascular endothelial growth factor C and induction of regional lymph node metastasis . It has been reported that miR-501-5p shares an association with poor survival of gastric cancer patients and its up-regulation facilitates cancer cell stemness by activating the Wnt/β-catenin signaling pathway . In addition to miR-501-5p, corroborating evidence demonstrated that macrophages-derived exosomes can also deliver miR-21 inhibitor to gastric cancer cells and suppress the migration ability. Notably, versus conventional transfection, miRNAs delivered by exosomes are less toxic to the host cells, which is a key finding that can be a promising area of interest for future clinical trials .
In conclusion, the aforementioned findings demonstrated that exosomes secreted by TAMs transfer miR-501-5p into PDAC cells promoted the invasion, migration and tube formation of PDAC cells through the down-regulation of TGFBR3 via the TGF-β signaling pathway activation. Therefore, exosomes from TAMs with up-regulated levels of miR-501-5p could be potential therapeutic pathway for PDAC. However, due to the insufficiency in the investigation on the role and mechanism of exosomal miR-501-5p in the angiogenesis and microenvironment of PDAC, further experiments are required to further elucidate the intrinsic mechanisms of exosomal miR-501-5p.
Availability of data and materials
The datasets generated/analysed during the current study are available.
Human microvascular endothelial cell
M2 macrophage-derived exosomes
Musashi RNA binding protein 2
Pancreatic ductal adenocarcinoma
Reverse transcription quantitative polymerase chain reaction
Sodium dodecyl sulfate-polyacrylamide gel electrophoresis
Short tandem repeat
TGF-beta Receptor III
Luchini C, Capelli P, Scarpa A. Pancreatic ductal adenocarcinoma and its variants. Surg Pathol Clin. 2016;9:547–60.
Chiaravalli M, Reni M, O'Reilly EM. Pancreatic ductal adenocarcinoma: state-of-the-art 2017 and new therapeutic strategies. Cancer Treat Rev. 2017;60:32–43.
Pugalenthi A, Protic M, Gonen M, Kingham TP, Angelica MI, Dematteo RP, Fong Y, Jarnagin WR, Allen PJ. Postoperative complications and overall survival after pancreaticoduodenectomy for pancreatic ductal adenocarcinoma. J Surg Oncol. 2016;113:188–93.
Paik KY, Choi SH, Heo JS, Choi DW. Analysis of liver metastasis after resection for pancreatic ductal adenocarcinoma. World J Gastrointest Oncol. 2012;4:109–14.
Downs-Canner S, Zenati M, Boone BA, Varley PR, Steve J, Hogg ME, Zureikat A, Zeh HJ, Lee KK. The indolent nature of pulmonary metastases from ductal adenocarcinoma of the pancreas. J Surg Oncol. 2015;112:80–5.
Groot VP, Rezaee N, Wu W, Cameron JL, Fishman EK, Hruban RH, Weiss MJ, Zheng L, Wolfgang CL, He J. Patterns, timing, and predictors of recurrence following pancreatectomy for pancreatic ductal adenocarcinoma. Ann Surg. 2018;267:936–45.
Laoui D, Van Overmeire E, De Baetselier P, Van Ginderachter JA, Raes G. Functional relationship between tumor-associated macrophages and macrophage Colony-stimulating factor as contributors to Cancer progression. Front Immunol. 2014;5:489.
Fukuda K, Kobayashi A, Watabe K. The role of tumor-associated macrophage in tumor progression. Front Biosci (Schol Ed). 2012;4:787–98.
Kurahara H, Shinchi H, Mataki Y, Maemura K, Noma H, Kubo F, Sakoda M, Ueno S, Natsugoe S, Takao S. Significance of M2-polarized tumor-associated macrophage in pancreatic cancer. J Surg Res. 2011;167:e211–9.
van der Pol E, Boing AN, Harrison P, Sturk A, Nieuwland R. Classification, functions, and clinical relevance of extracellular vesicles. Pharmacol Rev. 2012;64:676–705.
Zheng P, Luo Q, Wang W, Li J, Wang T, Wang P, Chen L, Zhang P, Chen H, Liu Y, et al. Tumor-associated macrophages-derived exosomes promote the migration of gastric cancer cells by transfer of functional apolipoprotein E. Cell Death Dis. 2018;9:434.
Balaj L, Lessard R, Dai L, Cho YJ, Pomeroy SL, Breakefield XO, Skog J. Tumour microvesicles contain retrotransposon elements and amplified oncogene sequences. Nat Commun. 2011;2:180.
Wang J, Chen J, Chang P, LeBlanc A, Li D, Abbruzzesse JL, Frazier ML, Killary AM, Sen S. MicroRNAs in plasma of pancreatic ductal adenocarcinoma patients as novel blood-based biomarkers of disease. Cancer Prev Res (Phila). 2009;2:807–13.
Szafranska AE, Davison TS, John J, Cannon T, Sipos B, Maghnouj A, Labourier E, Hahn SA. MicroRNA expression alterations are linked to tumorigenesis and non-neoplastic processes in pancreatic ductal adenocarcinoma. Oncogene. 2007;26:4442–52.
Wang X, Luo G, Zhang K, Cao J, Huang C, Jiang T, Liu B, Su L, Qiu Z. Hypoxic tumor-derived Exosomal miR-301a mediates M2 macrophage polarization via PTEN/PI3Kgamma to promote pancreatic Cancer metastasis. Cancer Res. 2018;78:4586–98.
Sanches JGP, Xu Y, Yabasin IB, Li M, Lu Y, Xiu X, Wang L, Mao L, Shen J, Wang B, et al. miR-501 is upregulated in cervical cancer and promotes cell proliferation, migration and invasion by targeting CYLD. Chem Biol Interact. 2018;285:85–95.
Nishida J, Miyazono K, Ehata S. Decreased TGFBR3/betaglycan expression enhances the metastatic abilities of renal cell carcinoma cells through TGF-beta-dependent and -independent mechanisms. Oncogene. 2018;37:2197–212.
Li D, Liu K, Li Z, Wang J, Wang X. miR-19a and miR-424 target TGFBR3 to promote epithelial-to-mesenchymal transition and migration of tongue squamous cell carcinoma cells. Cell Adhes Migr. 2018;12(3):236–46.
Hou C, Yang Z, Kang Y, Zhang Z, Fu M, He A, Zhang Z, Liao W. MiR-193b regulates early chondrogenesis by inhibiting the TGF-beta2 signaling pathway. FEBS Lett. 2015;589(9):1040–7.
Li J, Liu K, Liu Y, Xu Y, Zhang F, Yang H, Liu J, Pan T, Chen J, Wu M, et al. Exosomes mediate the cell-to-cell transmission of IFN-alpha-induced antiviral activity. Nat Immunol. 2013;14:793–803.
Ye H, Zhou Q, Zheng S, Li G, Lin Q, Wei L, Fu Z, Zhang B, Liu Y, Li Z, et al. Tumor-associated macrophages promote progression and the Warburg effect via CCL18/NF-kB/VCAM-1 pathway in pancreatic ductal adenocarcinoma. Cell Death Dis. 2018;9:453.
Zhu Q, Li Q, Niu X, Zhang G, Ling X, Zhang J, Wang Y, Deng Z. Extracellular vesicles secreted by human urine-derived stem cells promote ischemia repair in a mouse model of hind-limb ischemia. Cell Physiol Biochem. 2018;47:1181–92.
Osada-Oka M, Shiota M, Izumi Y, Nishiyama M, Tanaka M, Yamaguchi T, Sakurai E, Miura K, Iwao H. Macrophage-derived exosomes induce inflammatory factors in endothelial cells under hypertensive conditions. Hypertens Res. 2017;40:353–60.
Binenbaum Y, Fridman E, Yaari Z, Milman N, Schroeder A, Ben David G, Shlomi T, Gil Z. Transfer of miRNA in macrophage-derived exosomes induces drug resistance in pancreatic adenocarcinoma. Cancer Res. 2018;78:5287–99.
Fang T, Lv H, Lv G, Li T, Wang C, Han Q, Yu L, Su B, Guo L, Huang S, et al. Tumor-derived exosomal miR-1247-3p induces cancer-associated fibroblast activation to foster lung metastasis of liver cancer. Nat Commun. 2018;9:191.
Ayuk SM, Abrahamse H, Houreld NN. The role of photobiomodulation on gene expression of cell adhesion molecules in diabetic wounded fibroblasts in vitro. J Photochem Photobiol B. 2016;161:368–74.
Ye H, Zhou Q, Zheng S, Li G, Lin Q, Wei L, Fu Z, Zhang B, Liu Y, Li Z, et al. Tumor-associated macrophages promote progression and the Warburg effect via CCL18/NF-kB/VCAM-1 pathway in pancreatic ductal adenocarcinoma. Cell Death Dis. 2018;9(5):453.
Groeneveld ME, Bogunovic N, Musters RJP, Tangelder GJ, Pals G, Wisselink W, Micha D, Yeung KK. Betaglycan (TGFBR3) up-regulation correlates with increased TGF-beta signaling in Marfan patient fibroblasts in vitro. Cardiovasc Pathol. 2018;32:44–9.
Zaky AM, Wolfgang CL, Weiss MJ, Javed AA, Fishman EK, Zaheer A. Tumor-vessel relationships in pancreatic ductal adenocarcinoma at multidetector CT: different classification systems and their influence on treatment planning. Radiographics. 2017;37:93–112.
Bogvski D, Yekebas EF, Schurr P, Kaifi JT, Kutup A, Erbersdobler A, Pantel K, Izbicki JR. Mode of spread in the early phase of lymphatic metastasis in pancreatic ductal adenocarcinoma: prognostic significance of nodal microinvolvement. Ann Surg. 2004;240:993–1000 discussion −1.
Jang JY, Lee JK, Jeon YK, Kim CW. Exosome derived from epigallocatechin gallate treated breast cancer cells suppresses tumor growth by inhibiting tumor-associated macrophage infiltration and M2 polarization. BMC Cancer. 2013;13:421.
Mantovani A, Locati M. Tumor-associated macrophages as a paradigm of macrophage plasticity, diversity, and polarization: lessons and open questions. Arterioscler Thromb Vasc Biol. 2013;33:1478–83.
Liu CY, Xu JY, Shi XY, Huang W, Ruan TY, Xie P, Ding JL. M2-polarized tumor-associated macrophages promoted epithelial-mesenchymal transition in pancreatic cancer cells, partially through TLR4/IL-10 signaling pathway. Lab Investig. 2013;93:844–54.
Costa-Silva B, Aiello NM, Ocean AJ, Singh S, Zhang H, Thakur BK, Becker A, Hoshino A, Mark MT, Molina H, et al. Pancreatic cancer exosomes initiate pre-metastatic niche formation in the liver. Nat Cell Biol. 2015;17:816–26.
Su MJ, Aldawsari H, Amiji M. Pancreatic Cancer cell exosome-mediated macrophage reprogramming and the role of MicroRNAs 155 and 125b2 transfection using nanoparticle delivery systems. Sci Rep. 2016;6:30110.
Liu L, Yi H, He H, Pan H, Cai L, Ma Y. Tumor associated macrophage-targeted microRNA delivery with dual-responsive polypeptide nanovectors for anti-cancer therapy. Biomaterials. 2017;134:166–79.
Huang DH, Wang GY, Zhang JW, Li Y, Zeng XC, Jiang N. MiR-501-5p regulates CYLD expression and promotes cell proliferation in human hepatocellular carcinoma. Jpn J Clin Oncol. 2015;45:738–44.
Goto T, Fujiya M, Konishi H, Sasajima J, Fujibayashi S, Hayashi A, Utsumi T, Sato H, Iwama T, Ijiri M, et al. An elevated expression of serum exosomal microRNA-191, − 21, −451a of pancreatic neoplasm is considered to be efficient diagnostic marker. BMC Cancer. 2018;18:116.
Turley RS, Finger EC, Hempel N, How T, Fields TA, Blobe GC. The type III transforming growth factor-beta receptor as a novel tumor suppressor gene in prostate cancer. Cancer Res. 2007;67:1090–8.
Dong M, How T, Kirkbride KC, Gordon KJ, Lee JD, Hempel N, Kelly P, Moeller BJ, Marks JR, Blobe GC. The type III TGF-beta receptor suppresses breast cancer progression. J Clin Invest. 2007;117:206–17.
Kurahara H, Takao S, Maemura K, Mataki Y, Kuwahata T, Maeda K, Sakoda M, Iino S, Ishigami S, Ueno S, et al. M2-polarized tumor-associated macrophage infiltration of regional lymph nodes is associated with nodal lymphangiogenesis and occult nodal involvement in pN0 pancreatic cancer. Pancreas. 2013;42:155–9.
Fan D, Ren B, Yang X, Liu J, Zhang Z. Upregulation of miR-501-5p activates the wnt/beta-catenin signaling pathway and enhances stem cell-like phenotype in gastric cancer. J Exp Clin Cancer Res. 2016;35:177.
Wang JJ, Wang ZY, Chen R, Xiong J, Yao YL, Wu JH, Li GX. Macrophage-secreted exosomes delivering miRNA-21 inhibitor can regulate BGC-823 cell proliferation. Asian Pac J Cancer Prev. 2015;16:4203–9.
This study was supported by the National Natural Science Foundation (No. 81802892, Zi Yin), Natural Science Foundation of Guangdong (No. 2017A030313905, Zi Yin), Science and Technology Program of Guangzhou (No. 201904010043, Zi Yin), and the Fundamental Research Funds for the Central Universities of South China University of Technology (No. 2018MS29, Zi Yin). We would like show our sincere appreciation to the reviewers for their critical comments on this article.
Ethics approval and consent to participate
This study was approved by the Ethical Committee of Guangdong Academy of Medical Sciences. Informed consent and required documentation were obtained from each patient and their respective guardians prior to the study. All animal procedures were conducted in accordance with the National Institutes of Health Guide for the Care and Use of Laboratory Animals (National Institutes of Health, Bethesda, MA, USA).
Consent for publication
The authors declare that they have no competing interests.
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Additional file 1:
Figure S1. Expression of miR-501-3p and TGFBR3. A. expression of miR-501-3p in pancreatic cancer cell lines after miR-501-3p mimic and miR-501-3p inhibitor treatment detected by RT-qPCR. B. the expression of TGFBR3 in pancreatic cancer cell lines after miR-501-3p mimic and miR-501-3p inhibitor treatment detected by RT-qPCR. (EPS 398 kb)
Additional file 2:
Figure S2. Expression of M1 and M2 macrophage marker genes in exosomes. Expression of Arginase, CD206, CD68 and iNOS was detected by RT-qPCR. (EPS 348 kb)
Rights and permissions
Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
About this article
Cite this article
Yin, Z., Ma, T., Huang, B. et al. Macrophage-derived exosomal microRNA-501-3p promotes progression of pancreatic ductal adenocarcinoma through the TGFBR3-mediated TGF-β signaling pathway. J Exp Clin Cancer Res 38, 310 (2019). https://doi.org/10.1186/s13046-019-1313-x
- Pancreatic ductal adenocarcinoma
- M2 macrophage
- TGF-β signaling pathway
- Cell invasion