- 1State Key Laboratory of Military Stomatology & National Clinical Research Center for Oral Diseases & Shaanxi Clinical Research Center for Oral Diseases, Department of Oral and Maxillofacial Surgery, School of Stomatology, The Fourth Military Medical University, Xi'an, China
- 2Department of Oral and Maxillofacial Surgery, Xi'an Medical University, Xi'an, China
Objective: The present study investigated the roles and underlying mechanism of CCL2/CCR2 axis in the interactions between tumor cells and tumor-associated macrophages (TAMs) during the progression of salivary adenoid cystic carcinoma (SACC).
Methods: Immunohistochemical staining and survival analysis were performed to study the correlation and clinical value of CD68, CD163, CCL2, and CCR2 expression in SACC cases. CCL2 silencing by RNA interference and CCR2 blocking by CCR2 specific antagonist (RS504393) were performed. ELISA, qRT-PCR, western blot, immunofluorescence, flow cytometry, CCK8, scratch wound healing, and transwell assays were used to explore the functional roles and possible mechanism of CCL2/CCR2 axis in the interactions between SACC cells and TAMs. The effects of targeting TAMs by blocking the CCL2/CCR2 axis were investigated in a xenograft mice model with SACC cells.
Results: The high infiltration of TAMs marked by CD68 and high infiltration of M2 TAMs marked by CD163 were significantly correlated with the expression of CCL2 and CCR2 in SACC tissues. Notably, the high infiltration of TAMs and the overexpression of CCL2 were obviously associated with the clinical progression and poor prognosis of SACC. SACC cells derived CCL2 could activate its receptor CCR2 expression in TAMs in vitro. The in vitro results further indicated that the SACC cells derived CCL2 was involved in the recruitment, M2 polarization, and GDNF expression of TAMs through the CCL2/CCR2 axis. Meanwhile, TAMs derived GDNF promoted the proliferation, migration, and invasion of SACC cells through the GDNF/p-RET pathway. Treating immunodeficient mice with the CCR2 antagonist (RS504393) greatly inhibited the infiltration of TAMs and the tumorigenicity of SACC cells.
Conclusion: These new findings indicated that the CCL2/CCR2 axis promoted the progression of SACC cells via recruiting and reprogramming TAMs. Targeting TAMs by blocking the CCL2/CCR2 axis might be a prospective strategy for SACC therapy.
Introduction
Salivary adenoid cystic carcinoma (SACC) is one of the most commonly diagnosed salivary gland malignancies, accounting for about 10% of all salivary gland neoplasms (1, 2). The typical characteristics of SACC include the recurrent growth, aggressive invasion, hematogenous metastasis, and chemotherapy refractory (2–4). Despite the great efforts paid in the treatment of SACC, the long-term prognosis of patients suffering SACC is still pessimistic (4, 5). Therefore, a better understanding of the molecular mechanism is needed to illuminate the aggressive behavior and guide the development of novel therapies for SACC.
Tumor microenvironment consists of complex cellular ecology that establishes the potential of the neoplasm (6). Substantial evidences demonstrated that the macrophages could be recruited and activated by the tumor cells (7–9). Macrophages that infiltrate into the malignant tumors are referred to as the tumor-associated macrophages (TAMs), which closely related to the progression and the prognosis of the malignancies (9, 10). TAMs were found to accelarate the growth, invasion, and metastasis of multiple malignancies, including lung cancer, breast cancer, and the hepatocellular carcinoma (7, 10, 11). Targeting TAMs was considered to be a promising therapeutic strategy for malignant tumors (10, 12). However, the role of TAMs in the progression of SACC is not elucidated so far. Thus, studying the reciprocal interactions between SACC and TAMs might provide new perspectives for the mechanism of SACC development.
Chemokines are important modulators that drive tumor development (13). CCL2, also named monocyte chemotactic protein-1, is a potent chemokine for the recruitment of TAMs (14). Accumulated studies indicated that CCL2 promoted the recruitment of TAMs via activating its receptor CCR2 in the process of tumor invasion and metastasis (14, 15). Recent studies demonstrated that the CCL2/CCR2 axis is responsible for the M2 polarization of TAMs, thereby shaping a tumor-supportive environment (11, 16, 17). Growing preclinical studies showed that targeting TAMs by blocking the CCL2/CCR2 axis inhibited the tumor development and might be a potential therapeutic revenue for several malignancies (11, 17, 18). However, little is known about the role and molecular mechanism of the CCL2/CCR2 axis in the progression of SACC.
In the present study, we explored the clinical value of the CD68 (TAMs marker), CCL2, and CCR2 expression in SACC tissues. We further investigated the roles of the CCL2/CCR2 axis in the interactions between SACC cells and TAMs, and explored the underlying molecular mechanism. Moreover, we investigated whether blockade of the CCL2/CCR2 axis by CCR2 specific antagonist (RS504393) could inhibit the tumorigenicity of SACC cells in the xenograft tumor model. This study is supposed to better delineate the interactions between SACC cells and TAMs, and provide an innovative therapeutic strategy for SACC via blocking the CCL2/CCR2 axis.
Materials and Methods
Patients and Samples
This study was approved by the Medical Research Ethics Committee of The Fourth Military Medical University. The informed consents were obtained from all the patients. Paraffin-embedded specimens of 71 primary SACC and 50 normal salivary gland tissues were collected from our affiliated hospital archives between 2007 and 2012. The fresh SACC tissues were obtained from 5 SACC patients. All SACC patients were followed up by medical records or telephoning.
Immunohistochemical Staining
The paraffin-embedded samples were cut into 4 μm sections for use. The immunostaining procedures were performed as described in our previous studies (19, 20). Briefly, after incubation with the primary antibodies including CD68 (1:200, Santa Cruz, USA), CD163 (1:200, Abcam, USA), CCL2 (1:400, Abcam, USA), CCR2 (1:400, Abcam, USA), F4/80 (1:400, Abcam, USA), and Ki-67 (1:400, Abcam, USA) at 4°C overnight, the specimens were processed using secondary antibody kits (SPlink Detection Kits, China) and stained with 3'-diaminobenzidine and hematoxylin.
All the stained sections were blindly assessed by two independent experienced pathologists. For CD68, CD163, and F4/80 evaluation, the numbers of positive cells were counted in 5 random fields (400x magnification) and obtained the mean number. The number of CD68+ cells <25 per field was considered as low expression, and the number ≥25 per field was considered as high expression. The number of CD163 cells <18 per field was considered as low expression, and the number ≥18 per field was considered as high expression. For CCL2 and CCR2 evaluation, the intensity of staining (weak = 1; intensive = 2) and the percentage of positive cells (<25% = 1; 25 to 50% = 2; 50 to 75% = 3; >75% = 4) were assessed in 5 random fields (400x magnification). The scores of staining intensity and percentage of positive cells were multiplied to generate a final score. Then, the tumor specimens were divided into the low expression (score 1, 2, and 3) and the high expression (score 4, 6, and 8) according to the score. For Ki-67 evaluation, the Ki-67 index was examined by calculating the percentage of Ki-67 positive cells per 1,000 cells under the 400x magnification.
Transmission Electron Microscopy
The fresh SACC tissues were fixed with 4% glutaraldehyde, cut into 1 mm3 blocks, and fixed with 4% glutaraldehyde at 4°C overnight. Subsequently, the blocks were sectioned into 70 nm thickness and stained with uranyl acetate and lead citrate. The material was observed under transmission electron microscopy (FEI, TECNAI G2, USA).
Cell Culture
The human adenoid cystic carcinoma cell line SACC-83 and SACC-LM (21) were obtained from Peking University School of Stomatology, and the Human acute monocytic leukemia cell line THP-1 was obtained from ATCC. SACC-83, SACC-LM, and THP-1 cells were cultured in RPMI-1640 supplemented with 10% fetal bovine serum, 100 U/mL penicillin, and 100 mg/mL streptomycin in a humidified atmosphere of 95% air and 5% CO2 at 37°C. For the generation of macrophages, THP-1 cells were induced by phorbol 12-myristate 13-acetate (100 nM, Sigma, USA) for 24 h.
CCR2 inhibition in macrophages was performed by incubation with RS504393 (50 ng/mL, Tocris, Bristol, UK). RET inhibition in SACC-83 cells was performed by incubation with pyrazolo-pyrimidine-1 (PYP1, 5 μM, R&D systems, USA).
RNA Interference and Cell Co-culture
The sequences of shRNAs were listed in Table S1, including a non-specific sequence (shNC) and two different sequences targeting human CCL2 (shRNA1 and shRNA2). shRNAs were cloned into the lentiviral vector pLKO.1-TRC-GFP (Addgene) and then packaged and transfected into 293T cells (ATCC, USA) using Lipofectamine™ 2000 Transfection reagent (Invitrogen, USA). After 48 h of transfection, the lentivirus was collected, filtered, and delivered into SACC-83 cells in the presence of polybrene (6 μg/mL). Fouty-eight hours later, the transduced SACC-83 cells were treated with puromycin (1 mg/mL) to select resistant clones. The resultant stable clones were designated as shNC, sh1, and sh2 respectively.
For the co-culture experiment, macrophages were seeded onto the 6-well plates at the density of 3 × 106 cells per well. SACC-83, shNC, or sh2 cells (3 × 106 per well) were seeded onto 0.4-μm pore membrane inserts (Corning, NY, USA). Cells were co-cultured in RPMI-1640 supplemented with 0.1% bovine serum albumin (BSA) for 48 h. The above procedures for SACC-83 cells were also performed on SACC-LM cells.
Preparation of Conditioned Media
Procedures to generate conditioned media were according to previous studies (11, 22, 23). For the preparation of the macrophages conditioned media, macrophages were cultured with serum-free RPMI-1640 supplemented with 0.1% BSA for 48 h. For the preparation of the SACC-83 conditioned media, SACC-83 cells were incubated with serum-free RPMI-1640 supplemented with 0.1% BSA for 48 h. For the preparation of the TAMs conditioned media, macrophages were incubated with the SACC-83 conditioned media for 48 h.
Neutralization of GDNF in the conditioned media was performed using GDNF neutralizing antibody (GDNF NAb, 2 μg/mL, GeneTex, USA) for 2 h before the experiment.
Immunofluorescence Assay
Cells were seeded onto the 24-well plates (Corning, USA) at the density of 5 × 104 per well for 24 h. Then the cells were fixed with 4% paraformaldehyde for 15 min and permeabilized with 0.1% Triton X-100 for 25 min. Subsequently, the cells were incubated with the CCL2 primary antibody (1:200, Affinity, USA) overnight at 4°C followed by the incubation with Cy3-conjugated anti-rabbit IgG (1:800, Abbkine, USA) for 1 h at room temperature. DAPI (Fanbo, China) was used for nuclear staining.
Enzyme-Linked Immunosorbent Assay (ELISA)
The concentrations of CCL2 and GDNF in the conditioned media were measured by ELISA kits (R&D Systems, USA) following the manufacturer's instructions. Briefly, 100 μL samples were loaded onto the 96-well plates and incubated at room temperature for 2 h. Then the plates were incubated with the primary antibody for another 2 h at room temperature. After adding the substrate solution, the immunoreactivity was evaluated at 450 nm by the Vmax Kinetic microplate reader (Sunnyvale, USA).
Flow Cytometry Assay
A number of 1 × 106 cells were incubated with PE-CD163 (1:20, Invitrogen, USA) or FITC-CD206 (1:20, Invitrogen, USA) antibodies according to the manufacturer's instructions. Flow cytometry was performed by Cytomics™ FC 500 (Beckman Coulter, USA).
CCK8 Proliferation Assay
Cells were seeded at the density of 2 × 103 cells per well onto the 96-well plates and then incubated with the conditioned media for 12, 24, 36, and 48 h respectively. The cell proliferation was evaluated using a CCK8 kit (7 Sea biotech, China) according to the manufacturer's instructions.
Scratch Wound Healing Assay
Cells were seeded onto the 6-well plates. When reaching 90% of confluency, the cells were wounded across the center of each well by a sterile pipette tip. After 24 h of incubation in the indicated conditioned media, images of the cells were photographed by an inverted microscope (Olympus, Center Valley, PA).
Migration and Invasion Assays
A number of 1 × 105 tumor cells or macrophages in 200 μL serum-free RPMI-1640 were seeded onto the transwell inserts (for migration assay, 8 μm, Corning, USA) or Matrigel-coated inserts (for invasion assay, 8 μm, Corning, USA) of the 24-well plates. The lower chamber was filled with 600 μL conditioned media as the chemoattractant. After 12 h of incubation, the cells on the upper chamber were carefully removed. The cells that passed the membrane were fixed with 4% formaldehyde and stained with 1% crystal violet. The evaluation of migration and invasion were performed by counting the number of stained cells in five random fields (400x magnification).
Quantitative Real-Time Polymerase Chain Reaction (qRT-PCR)
Total RNA was extracted from cells using the RNA Extraction Kit (Takara Bio Inc. Otsu, Japan) according to the manufacturer's instructions. The RNA samples were reversed to cDNA using the Prime Script RT Master Mix (Takara). The qRT-PCR was performed using the SYBR Premix Ex Taq Kit (Takara). The primer sequences of CCR2, TNF-α, IL-1β, Arg1, IL-10, GDNF, and β-actin were listed in Table S2. β-actin mRNA served as the internal control.
Western Blot
Total cell protein was separated on 10% SDS-PAGE (Pall Corporation, USA), and transfected to the membranes (EMD Millipore, USA). Then, the membranes were blocked with 5% BSA for 1 h and immunoblotted with anti-CCL2 (1:500, affinity, USA), anti-CCR2 (1:500, affinity, USA), anti-GDNF (1:500, Abcam, USA), anti-p-RET (1:500, affinity, USA), anti-RET (1:500, affinity, USA), or anti-β-actin (1:1,000, affinity, USA). The results were visualized with a chemiluminescence reagent (Thermo, USA).
In vivo Tumorigenicity Assay
All of the procedures involving animals were approved by the Committee on Use of Live Animals for Teaching and Research of the Fourth Military Medical University. The male nude BALB/c mice, aged 6–8 weeks, were purchased from Shanghai SLAC Laboratory Animal Co. Ltd. SACC-83 cells (5 × 106 per mouse) suspended in 0.2 mL PBS were inoculated subcutaneously into the back of each mouse (n = 6). One week after the inoculation, the mice were administrated orally with RS504393 (30 mg/kg, Tocris, Bristol, UK) dissolved in 100 μL of methylcellulose in the experiment group or with methylcellulose in the control group every 3rd day for 3 weeks. Tumor volumes were monitored weekly using calipers and calculated according to the formula: length × width2 × 0.5. Tumors were harvested at the end of 4 weeks. Then the tumor tissues were carefully separated, weighed and subjected to immunohistochemistry analysis for F4/80, CD163, and Ki67.
Statistical Analysis
All the statistical analysis were performed using the SPSS 24.0 software (IBM, Armonk, NY, USA). The expression evaluation in the SACC and normal salivary gland tissues were performed by the Fisher's exact test. Correlations were assessed by the Spearman rank correlation coefficient test. Survival curves were evaluated by the Kaplan–Meier analysis, and the statistical significance was analyzed by the log-rank test. All the in vitro experiments were performed in triplicate. The in vitro and in vivo data were expressed as Mean ± SD and the statistical comparisons were performed by the one-way ANOVA test or Students' t-test. The P value < 0.05 was considered as statistically significant.
Results
Expression and Correlation of CD68, CD163, CCL2, and CCR2 in SACC
As shown in Figure 1A, CD68 and CD163 were mainly present in the membrane and cytoplasm of the stromal cells. The transmission electron microscopy results showed abundant infiltration of TAMs in SACC tissues (Figure 1B). The number of both CD68 and CD163 positive cells were significantly higher in SACC tissues than that in normal tissues (Figure 1C) (P < 0.01).
Figure 1. CCL2 and CCR2 were associated with the infiltration of CD68 marked TAMs and CD163 marked M2 TAMs in SACC tissues. (A) Representative immunohistochemical staining of normal salivary gland tissues and SACC tissues for CD68, CD163, CCL2, and CCR2. Bar = 50 μm. The magnification of the red dotted area are presented at the bottom of the left corner. (B) Ultrastructural view of TAMs in SACC tissues. The right image (bar = 10 μm) showed TAMs at high magnification of the red dotted area in the left image (bar = 50 μm). T represented the tumor cells. The yellow arrowheads showed the TAMs. (C–E) Analysis of CD68, CD163, CCL2, and CCR2 expression in the normal tissues and SACC tissues. (F,G) Analysis of the correlation between the expression of CCL2 and CCR2 with the number of CD68 positive (CD68+) cells in SACC tissues. (H,I) Analysis of the correlation between the expression of CCL2 and CCR2 with the number of CD163 positive (CD163+) cells in SACC tissues.**P < 0.01.
As shown in Figure 1A, CCL2 was mainly present in the cytoplasm of the tumor cells in SACC tissues. Whereas, in normal tissues, CCL2 was detected in some tuber cells and acinar cells. The expression of CCL2 was significantly higher in SACC tissues compared with that in normal tissues (Figure 1D) (P < 0.05). CCR2 was found in the cytoplasm of tumor cells and stromal cells in SACC tissues (Figure 1A). Whereas, in normal tissues, CCR2 was mainly present in some tuber cells. The expression of CCR2 was significantly higher in SACC tissues than that in normal tissues (Figure 1E) (P < 0.05). The expression of both CCL2 and CCR2 were significantly correlated with the number of CD68 marked TAMs (Figures 1F,G) and the number of CD163 marked M2 TAMs (Figures 1H,I) in SACC tissues (P < 0.01).
Correlation Between the Expression of CD68, CD163, CCL2, CCR2, and the Clinicopathological Features of SACC
As shown in Table 1, the expression of CD68 was significantly associated with the clinical stage, perineural invasion, and distant metastasis of SACC (P < 0.05), whereas not with age, gender, tumor site, and tumor histotype (P > 0.05). The expression of CD163 was significantly associated with the clinical stage, perineural invasion, and distant metastasis of SACC (P < 0.05), whereas not with age, gender, tumor site, and tumor histotype (P > 0.05). The expression of CCL2 was significantly associated with the clinical stage, perineural invasion, and distant metastasis (P < 0.05), whereas not with age, gender, tumor site, and tumor histotype (P > 0.05). And the expression of CCR2 was significantly associated with the clinical stage and perineural invasion (P < 0.05), whereas not with age, gender, tumor site, tumor histotype, and distant metastasis of SACC (P > 0.05).
Table 1. Association of CD68, CD163, CCL2, CCR2 expression with clinicopathological parameters of SACC patients.
Expression of CD68, CD163, and CCL2 Were Correlated With the Prognosis of SACC Patients
All patients were followed up until death or more than 5 years. The average period of follow-up was 68.45 ± 25.78 months (Mean ± SD; range, 7 to 140 months). At the end of this study, 12 patients (16.9%, 12/71) were lost during the follow-up, 16 patients (27.1%, 16/59) died of SACC, and 43 patients (72.9%, 43/59) were alive. Twenty-two patients (37.3%, 22/59) underwent distant metastasis of SACC (with 12 cases to lungs, 4 cases to the brain, 5 cases to lungs and bone, and 1 case to lungs and brain). The overall survival rate and the disease free survival rate of SACC patients were calculated according to the expression of CD68, CD163, CCL2, and CCR2. As shown in Figure 2, the high expression of CD68, CD163, or CCL2 were significantly correlated with the poor prognosis of SACC patients (P < 0.05), whereas the expression of the CCR2 was not associated with the prognosis of SACC patients (P > 0.05).
Figure 2. The survival analysis of SACC patients according to the expression of CD68, CCL2, and CCR2. The overall survival rate (A) and the disease free survival rate (B) of SACC patients with the high CD68 expression were significantly worse than those with the low CD68 expression (P < 0.01). The overall survival rate (C) and the disease free survival rate (D) of SACC patients with the high CD163 expression were significantly worse than those with the low CD163 expression (P < 0.05). The overall survival rate (E) and the disease free survival rate (F) of SACC patients with the high CCL2 expression were significantly worse than those with the low CCL2 expression (P < 0.05). The overall survival rate (G) and the disease free survival rate (H) of SACC patients had no significant correlation with the expression of CCR2 (P > 0.05). *P < 0.05, **P < 0.01, NS, no significance.
SACC Cells Derived CCL2 Activated the CCR2 Expression in TAMs
To simulate the interactions between SACC cells and TAMs, SACC-83 cells or SACC-LM cells were co-cultured with macrophages using the transwell co-culture system. ELISA results showed that the concentration of CCL2 in the co-culture system was significantly higher than that in the conditioned media of SACC-83 cells or macrophages (P < 0.01) (Figure 3A). The results of qRT-PCR (Figure 3B) and western blot (Figure 3C) showed that the expression of CCR2 was obviously up-regulated in the co-cultured macrophages than that in the solely cultured macrophages (P < 0.05).
Figure 3. SACC cells derived CCL2 activated the expression of CCR2 in TAMs. SACC-83 cells and macrophages were co-cultured to simulate the interactions between SACC cells and TAMs. (A) The concentration of CCL2 in the conditioned media was examined by ELISA. The expression of CCL2 and CCR2 in the solely or co-cultured SACC-83 cells and macrophages were examined by qRT-PCR (B) and western blot (C). The knockdown effect of CCL2 in SACC-83 cells was measured by qRT-PCR (D), western blot (E), and immunofluorescence (F). The concentration of CCL2 in the co-culture system was detected by ELISA (G). The expression of CCR2 in the solely or co-cultured macrophages were measured by qRT-PCR (H) and western blot (I). *P < 0.05, **P < 0.01, NS, no significance.
The CCL2 expression was significantly higher in SACC-83 cells than that in the macrophages (P < 0.05), as evaluated by ELISA (Figure 3A), qRT-PCR (Figure 3B), and western blot (Figure 3C). The qRT-PCR (Figure 3D), western blot (Figure 3E), and immunofluorescence (Figure 3F) results showed that the transduction of shRNA1 and shRNA2 significantly inhibited the CCL2 expression in sh1 cells and sh2 cells (P < 0.05). Whereas, the negative shRNA exhibited no interference effect in shNC cells (P > 0.05). The expression of CCL2 reduced more strikingly in sh2 cells than that in sh1 cells (P < 0.01).
The results of ELISA (Figure 3G) showed that the concentration of CCL2 was significantly higher in the conditioned media of the macrophages+SACC-83 group than that of the macrophages+sh2 group (P < 0.01). Whereas, the CCL2 concentration in the conditioned media has no significant difference between the macrophages+SACC-83 group and the macrophages+shNC group (P > 0.05). The results of qRT-PCR (Figure 3H) and western blot (Figure 3I) showed that the CCR2 expression was significantly increased in the macrophages when co-cultured with SACC-83 cells or shNC cells (P < 0.01), but not with sh2 cells (P > 0.05).
SACC-LM cells were used to validate the above findings in SACC-83 cells, and the results were in accordance with these of SACC-83 cells (Figure S1).
CCL2/CCR2 Axis Modulated the Recruitment, M2 Polarization, and GDNF Expression of TAMs
To explore the effect of tumor-derived CCL2 on the biological functions of TAMs, macrophages were incubated with the SACC-83 conditioned media or with the control media. As shown in Figures 4A,B, the SACC-83 conditioned media recruited more macrophages than the control media (P < 0.01). Whereas, the CCR2 antagonist RS504393 (50 ng/mL) significantly inhibited the recruitment of macrophages (P < 0.01).
Figure 4. CCL2/CCR2 axis modulated the recruitment, M2 polarization, and GDNF expression of TAMs. To investigate the effect of tumor-derived CCL2 on the biological functions of TAMs, macrophages were incubated with the SACC-83 conditioned media (83-CM) with/without the treatment of CCR2 antagonist RS504393 (50 ng/mL). The serum-free 1640 media containing 0.1% BSA served as the control. (A,B) The recruitment of macrophages by the 83-CM was evaluated by transwell migration assays. Bar = 50 μm. (C,D) The percentage of CD163+ macrophages and CD206+ macrophages were evaluated by flow cytometry analysis. (E) The expression of TNF-α, IL-1β, Arg1, IL-10, and GDNF in macrophages were measured by qRT-CR. The expression of GDNF in macrophages was further evaluated by western blot (F) and ELISA (G). *P < 0.05, **P < 0.01.
As shown in Figures 4C,D, the flow cytometry analysis showed that the SACC-83 conditioned media significantly increased the percentage of M2 macrophages labeled by CD163 and CD206 (P < 0.01). Whereas, the CCR2 antagonist RS504393 (50 ng/mL) significantly reduced the percentage of M2 macrophages (P < 0.01). The qRT-PCR results (Figure 4E) showed that the SACC-83 conditioned media up-regulated the expression of Arg1 and IL-10 [markers for M2 polarization (24, 25)] in macrophages (P < 0.01), while down-regulated the expression of TNF-α and IL-1β [markers for M1 polarization (26, 27)] (P < 0.05). Whereas, the CCR2 antagonist RS504393 (50 ng/mL) significantly reduced the expression of Arg1 and IL-10 in macrophages (P < 0.01).
As shown in Figures 4E–G, the SACC-83 conditioned media significantly promoted the expression of GDNF in macrophages (P < 0.01), whereas the CCR2 antagonist RS504393 (50 ng/mL) significantly reduced the expression of GDNF in macrophages (P < 0.01).
TAMs Promoted the Proliferation, Migration, and Invasion of SACC Cells via the GDNF/p-RET Pathway
To investigate whether the TAMs derived GDNF affected the biological functions of SACC cells, SACC-83 cells were incubated with the TAMs conditioned media or with the control macrophages conditioned media. As shown in Figures 5A–C, the TAMs conditioned media significantly increased the expression of p-RET in SACC-83 cells compared with the control (P < 0.01). Whereas, the treatment of GDNF neutralizing antibody (GDNF NAb, 2 μg/mL) in the TAMs conditioned media or the treatment of macrophages with the CCR2 antagonist RS504393 (50 ng/mL) significantly inhibited the expression of p-RET in SACC-83 cells (P < 0.01).
Figure 5. TAMs promoted the proliferation, migration, and invasion of SACC cells via the GDNF/p-RET pathway. The TAMs conditioned media (TAMs-CM) was used to stimulate the SACC-83 cells. The macrophages conditioned media (macrophages-CM) served as the control. The CCR2 antagonist (RS504393, 50 ng/mL), GDNF NAb (2 μg/mL), and RET antagonist (PYP-1, 5 μM) were used. (A–C) The expression of p-RET and RET in SACC-83 cells were evaluated by western blot. (D) The proliferation of SACC-83 cells was measured by CCK8 assays. (E) The motility of SACC-83 cells was evaluated by scratch wound healing assays. (F–H) The migration and invasion abilities of SACC-83 cells were evaluated by the transwell system. Bar = 50 μm. *P < 0.05, **P < 0.01, NS, no significance.
The subsequent CCK8 (Figure 5D), scratch wound healing (Figure 5E), migration (Figures 5F,G), and invasion (Figures 5F,H) analysis showed that the TAMs conditioned media obviously promoted the proliferation, migration, and invasion of SACC-83 cells (P < 0.01). Whereas, the treatment of SACC-83 cells with the RET inhibitor PYP1 (5 μM) or the treatment of macrophages with the CCR2 antagonist RS504393 (50 ng/mL) obviously inhibited the proliferation, migration, and invasion of SACC-83 cells (P < 0.05).
Application of the CCR2 Antagonist Attenuated the Infiltration of TAMs and the Tumorigenicity of SACC Cells
We established the tumor xenograft mice model with SACC-83 cells to investigate whether blocking the CCL2/CCR2 axis by the CCR2 antagonist could inhibit the development of SACC. As shown in Figures 6A–C, the CCR2 antagonist RS504393 significantly reduced the tumor volume and weight compared with the control group (P < 0.05). Meanwhile, the number of F4/80 labeled TAMs (Figures 6D,E), the number of CD163 labeled M2 TAMs (Figures 6D,E), and the Ki-67 index (Figures 6D,F) in the tumor tissues were significantly reduced in the CCR2 antagonist group than those in the control group (P < 0.01).
Figure 6. The CCR2 antagonist attenuated the infiltration of TAMs and the tumorigenicity of SACC cells. A number of 5 × 106 SACC-83 cells were injected subcutaneously in the back of the male nude mice (n = 6 per group). One week after the inoculation, the mice were administrated orally with RS504393 (30 mg/kg) every 3rd day for 3 weeks. Mice in the control group were administrated with the corresponding solvent. (A) Analysis of the weekly tumor volumes. (B) Gross observation of the harvested tumor tissues after 4 weeks. (C) Analysis of the weight of the harvested tumor specimens. (D–F) Immunohistochemical analysis of F4/80, CD163, and Ki-67 in the harvested tumor tissues. Bar = 50μm. **P < 0.01.
Discussion
SACC is one of the most notorious salivary gland malignancies with pessimistic prognosis (28–30). Despite a series of related factors identified, the mechanism governing the aggressive behavior of SACC remains largely unknown (5, 29, 31). It is increasingly appreciated that the tumor progression is a complex process of dynamic interactions between tumor cells and the microenvironment (32–34). In addition, Substantial evidences demonstrated that TAMs are among the most important players in the tumor microenvironment (35–37). Notably, TAMs-related therapies were considered to be promising strategies for the treatment of malignant tumors (38–40). The present study for the first time demonstrated the clinical value of TAMs in the progression and prognosis of SACC.
Accumulated documents indicated that the CCL2/CCR2 axis is an important mediator in the interactions between tumor cells and TAMs (41, 42). The present study found high infiltration of TAMs in SACC by immunohistochemistry and transmission electron microscopy. The immunohistochemical analysis indicated that both CCL2 and CCR2 were overexpressed in SACC tissues. Notably, we found that the high infiltration of TAMs marked by CD68 and high infiltration of M2 TAMs marked by CD163 were correlated with the overexpression of CCL2 and CCR2. Additionally, the overexpression of CCL2, CD68, and CD163 were associated with the clinical progression and the poor prognosis of SACC patients. These data suggested that the CCL2/CCR2 axis might play critical roles in the interactions between SACC and TAMs during the progression of SACC.
CCL2 was reported to be a potent chemotactic factor for TAMs (41, 43). Recent studies found that the CCL2/CCR2 axis also regulated the M2 polarization of TAMs (16, 17, 44). The M2 polarization of TAMs was demonstrated to be associated with the aggressive behavior of malignant tumors (45, 46). In the present study, CD68 was used as the pan-macrophage marker and CD163 was used as the M2 macrophage marker. The immunohistochemical results indicated that the expression of CCL2 and CCR2 were both correlated with the number of infiltrated TAMs marked by CD68 or the number of infiltrated M2 TAMs marked by CD163 in SACC tissues. Co-culture of TAMs with SACC cells with/without CCL2 silencing indicated that SACC cells derived CCL2 could activate the CCR2 expression in TAMs. Subsequent study found that TAMs could be recruited by the SACC conditioned media, which contained high level of CCL2. While blocking the CCL2/CCR2 axis by the specific CCR2 antagonist obviously reduced the recruitment and the M2 polarization of TAMs. These results indicated that SACC cells could recruit and educate TAMs via the CCL2/CCR2 axis, which contributed to the construction of the tumor-promoting environment.
TAMs were documented to express a high level of GDNF, which could promote the proliferation and invasion of the tumor cells (22, 47). In the present study, we noticed that the SACC conditioned media promoted the GDNF expression in TAMs. Whereas, blockade of the CCL2/CCR2 axis by the CCR2 antagonist significantly inhibited the expression of GDNF in TAMs. GDNF was demonstrated to promote the proliferation and invasion of tumor cells through phosphorylating its receptor RET (48). We found that the TAMs conditioned media promoted the phosphorylation of RET in SACC cells, which could be blocked by the GDNF NAb or the CCR2 antagonist. In addition, the CCR2 antagonist or the RET antagonist significantly inhibited the proliferation, migration, and invasion of SACC cells. Based on these results, a novel loop was identified in the interactions between SACC cells and TAMs, as shown in Figure 7: SACC cells derived CCL2 activated the expression of CCR2 in TAMs, then promoted the recruitment and M2 polarization of TAMs. Meanwhile, TAMs derived GDNF stimulated the p-RET expression in SACC cells, then promoted the aggressive behavior of SACC cells.
Figure 7. Schematic illustration of the interactions between SACC cells and TAMs mediated by CCL2/CCR2 axis.
TAMs are supposed to be promising targets for curbing the progression of the malignant tumors (49, 50). Blockade of the CCL2/CCR2 axis has exhibited efficacy in TAMs-related therapy with several preclinical tumor models (11, 15, 51). A recent study found that application of the CCR2 antagonist inhibited the tumorigenicity via reducing the infiltration of TAMs and increasing the infiltration of cytotoxic CD8 positive lymphocytes in a murine hepatocellular carcinoma model (11). Moreover, a phase 1b trial found that the CCR2 antagonist in combination with the FOLFIRINOX chemotherapy was safe and tolerable in the treatment of pancreatic cancer, which resulted in an endogenous anti-tumor environment (18). In the present study, we found that blocking the CCL2/CCR2 axis by the CCR2 antagonist reduced the infiltration of TAMs and inhibited the tumorigenicity of SACC cells. These results suggested that targeting the CCL2/CCR2 axis might be a potential therapeutic strategy for SACC patients. Further investigations are still needed to get more details about the interactions between SACC and TAMs to achieve safe and efficient TAMs-related therapy for SACC.
In conclusion, the present study demonstrated that the infiltration of TAMs markedly correlated with the progression and the poor prognosis of SACC. Our findings suggested that the CCL2/CCR2 axis promoted the progression of SACC via recruiting and reprogramming TAMs. Targeting TAMs by blocking the CCL2/CCR2 axis might be a potential therapeutic option for SACC.
Ethics Statement
All procedures involving animals have been examined and certified by the Committee on Use of Live Animals for Teaching and Research of the Fourth Military Medical University (Ethics Reference NO: 2017-011). All procedures involving human participants were approved by the Medical Research Ethics Committee of The Fourth Military Medical University (Ethics Reference NO: IRB-REV-2017016). The written informed consent was obtained from all participants included in the study, in agreement with institutional guidelines.
Author Contributions
ZY was responsible for designing and conducting all experiments, interpreting the data, and writing the manuscript. HL and WW assisted the in vitro studies and contributed to the data acquisition and analysis. JZ and SJ assisted both in vitro and in vivo studies. JuW, JiW, and DL collected the clinical data. XY and KH assisted experimental design and were responsible for research supervision. All authors read and approved the final manuscript.
Funding
This work was supported by grants from National Natural Science Foundation of China for XY (grant no. 81302352) and DL (grant no. 81372901).
Conflict of Interest Statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Acknowledgments
We would like to thank Professor Zhou Jun and Dr. Liu Yuan for their excellent technical assistance.
Supplementary Material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fonc.2019.00231/full#supplementary-material
Figure S1. SACC-LM cells derived CCL2 activated the expression of CCR2 in TAMs. SACC-LM cells and macrophages were co-cultured to simulate the interactions between SACC-LM cells and TAMs. (A) The concentration of CCL2 in the conditioned media was examined by ELISA. The expression of CCL2 and CCR2 in the solely or co-cultured SACC-LM cells and macrophages were examined by qRT-PCR (B) and western blot (C). The knockdown effect of CCL2 in SACC- LM cells was measured by qRT-PCR (D), western blot (E), and immunofluorescence (F). The concentration of CCL2 in the co-culture system was detected by ELISA (G). The expression of CCR2 in the solely or co-cultured macrophages were measured by qRT-PCR (H) and western blot (I). *P < 0.05, **P < 0.01, NS, no significance.
Table S1. Sequences of CCL2-specific shRNAs.
Table S2. Primer used for Real-time PCR analysis.
References
1. Ganly I, Amit M, Kou L, Palmer FL, Migliacci J, Katabi N, et al. Nomograms for predicting survival and recurrence in patients with adenoid cystic carcinoma. An international collaborative study. Eur J Cancer. (2015) 51:2768–76. doi: 10.1016/j.ejca.2015.09.004
2. Prabakaran PJ, Javaid AM, Swick AD, Werner LR, Nickel KP, Sampene E, et al. Radiosensitization of adenoid cystic carcinoma with MDM2 inhibition. Clin Cancer Res. (2017) 23:6044–53. doi: 10.1158/1078-0432.CCR-17-0969
3. Ferrarotto R, Mitani Y, Diao L, Guijarro I, Wang J, Zweidler-McKay P, et al. Activating NOTCH1 mutations define a distinct subgroup of patients with adenoid cystic carcinoma who have poor prognosis, propensity to bone and liver metastasis, and potential responsiveness to notch1 inhibitors. J Clin Oncol. (2017) 35:352–60. doi: 10.1200/JCO.2016.67.5264
4. Laurie SA, Ho AL, Fury MG, Sherman E, Pfister DG. Systemic therapy in the management of metastatic or locally recurrent adenoid cystic carcinoma of the salivary glands: a systematic review. Lancet Oncol. (2011) 12:815–24. doi: 10.1016/S1470-2045(10)70245-X
5. Ho AS, Kasthuri K, Roy DM, Morris LGT, Ian G, Nora K, et al. The mutational landscape of adenoid cystic carcinoma. Nat Genet. (2013) 45:791–8. doi: 10.1038/ng.2643
6. Palucka AK, Coussens LM. The basis of oncoimmunology. Cell. (2016) 164:1233–47. doi: 10.1016/j.cell.2016.01.049
7. Kitamura T, Qian BZ, Soong D, Cassetta L, Noy R, Sugano G, et al. CCL2-induced chemokine cascade promotes breast cancer metastasis by enhancing retention of metastasis-associated macrophages. J Exp Med. (2015) 212:1043–59. doi: 10.1084/jem.20141836
8. Hsu DS, Wang HJ, Tai SK, Chou CH, Hsieh CH, Chiu PH, et al. Acetylation of snail modulates the cytokinome of cancer cells to enhance the recruitment of macrophages. Cancer Cell. (2014) 26:534–48. doi: 10.1016/j.ccell.2014.09.002
9. Ostuni R, Kratochvill F, Murray PJ, Natoli G. Macrophages and cancer: from mechanisms to therapeutic implications. Trends Immunol. (2015) 36:229–39. doi: 10.1016/j.it.2015.02.004
10. Cassetta L, Pollard JW. Targeting macrophages: therapeutic approaches in cancer. Nat Rev Drug Discov. (2018) 17:887–904. doi: 10.1038/nrd.2018.169
11. Li X, Yao W, Yuan Y, Chen P, Li B, Li J, et al. Targeting of tumour-infiltrating macrophages via CCL2/CCR2 signalling as a therapeutic strategy against hepatocellular carcinoma. Gut. (2015) 66:157. doi: 10.1136/gutjnl-2015-310514
12. Komohara Y, Fujiwara Y, Ohnishi K, Takeya M. Tumor-associated macrophages: Potential therapeutic targets for anti-cancer therapy. Adv Drug Deliv Rev. (2016) 99(Pt B):180–5. doi: 10.1016/j.addr.2015.11.009
13. Nagarsheth N, Wicha MS, Zou W. Chemokines in the cancer microenvironment and their relevance in cancer immunotherapy. Nat Rev Immunol. (2017) 17:559–72. doi: 10.1038/nri.2017.49
14. Pe-a CG, Nakada Y, Saatcioglu HD, Aloisio GM, Cuevas I, Zhang S, Miller DS, et al. LKB1 loss promotes endometrial cancer progression via CCL2-dependent macrophage recruitment. J Clin Invest. (2015) 125:4063–76. doi: 10.1172/JCI82152
15. Qian BZ, Li J, Zhang H, Kitamura T, Zhang J, Campion LR, et al. CCL2 recruits inflammatory monocytes to facilitate breast-tumour metastasis. Nature. (2011) 475:222–5. doi: 10.1038/nature10138
16. Sierra-Filardi E, Nieto C, Domínguez-Soto A, Barroso R, Sánchez-Mateos P, Puig-Kroger A, et al. CCL2 shapes macrophage polarization by GM-CSF and M-CSF: identification of CCL2/CCR2-dependent gene expression profile. J Immunol. (2014) 192:3858–67. doi: 10.4049/jimmunol.1302821
17. Schmall A, Al-Tamari HM, Herold S, Kampschulte M, Weigert A, Wietelmann A, et al. Macrophage and cancer cell cross-talk via CCR2 and CX3CR1 is a fundamental mechanism driving lung cancer. Am J Respir Crit Care Med. (2015) 191:437–47. doi: 10.1164/rccm.201406-1137OC
18. Nywening TM, Wang-Gillam A, Sanford DE, Belt BA, Panni RZ, Cusworth BM, et al. Targeting tumour-associated macrophages with CCR2 inhibition in combination with FOLFIRINOX in patients with borderline resectable and locally advanced pancreatic cancer: a single-centre, open-label, dose-finding, non-randomised, phase 1b trial. Lancet Oncol. (2016) 17:651–62. doi: 10.1016/S1470-2045(16)00078-4
19. Yang X, Dai J, Li T, Zhang P, Ma Q, Li Y, et al. Expression of EMMPRIN in adenoid cystic carcinoma of salivary glands: correlation with tumor progression and patients' prognosis. Oral Oncol. (2010) 46:755–60. doi: 10.1016/j.oraloncology.2010.08.008
20. Jia S, Wang W, Hu Z, Shan C, Wang L, Wu B, et al. BDNF mediated TrkB activation contributes to the EMT progression and the poor prognosis in human salivary adenoid cystic carcinoma. Oral Oncol. (2015) 51:64–70. doi: 10.1016/j.oraloncology.2014.10.008
21. Wang L, Wang Y, Bian H, Pu Y, Guo C. Molecular characteristics of homologous salivary adenoid cystic carcinoma cell lines with different lung metastasis ability. Oncol Rep. (2013) 30:207–12. doi: 10.3892/or.2013.2460
22. Cavel O, Shomron O, Shabtay A, Vital J, Trejo-Leider L, Weizman N, et al. Endoneurial macrophages induce perineural invasion of pancreatic cancer cells by secretion of GDNF and activation of RET tyrosine kinase receptor. Cancer Res. (2012) 72:5733–43. doi: 10.1158/0008-5472.CAN-12-0764
23. Xiao M, Zhang J, Chen W, Chen W. M1-like tumor-associated macrophages activated by exosome-transferred THBS1 promote malignant migration in oral squamous cell carcinoma. J Exp Clin Cancer Res. (2018) 37:143. doi: 10.1186/s13046-018-0815-2
24. Larsson K, Kock A, Idborg H, Arsenian HM, Martinsson T, Johnsen JI, et al. COX/mPGES-1/PGE2 pathway depicts an inflammatory-dependent high-risk neuroblastoma subset. Proc Natl Acad Sci USA. (2015) 112:8070–5. doi: 10.1073/pnas.1424355112
25. Allman WR, Dey R, Liu L, Siddiqui S, Coleman AS, Bhattacharya P, et al. TACI deficiency leads to alternatively activated macrophage phenotype and susceptibility to Leishmania infection. Proc Natl Acad Sci USA. (2015) 112:E4094–103. doi: 10.1073/pnas.1421580112
26. Fultang L, Gamble LD, Gneo L, Berry AM, Egan SA, De Bie F, et al. Macrophage-derived IL-1β and TNF-α regulate arginine metabolism in neuroblastoma. Cancer Res. (2018) 79:611–24. doi: 10.1158/0008-5472.CAN-18-2139
27. Li Y, Cao F, Li M, Li P, Yu Y, Xiang L, et al. Hydroxychloroquine induced lung cancer suppression by enhancing chemo-sensitization and promoting the transition of M2-TAMs to M1-like macrophages. J Exp Clin Cancer Res. (2018) 37:259. doi: 10.1186/s13046-018-0938-5
28. Morris LG, Chandramohan R, West L, Zehir A, Chakravarty D, Pfister DG, et al. The molecular landscape of recurrent and metastatic head and neck cancers: insights from a precision oncology sequencing platform. JAMA Oncol. (2017) 3:244–55. doi: 10.1001/jamaoncol.2016.1790
29. Yang WW, Yang LQ, Zhao F, Chen CW, Xu LH, Fu J, et al. Epiregulin promotes lung metastasis of salivary adenoid cystic carcinoma. Theranostics. (2017) 7:3700–14. doi: 10.7150/thno.19712
30. Wong SJ, Karrison T, Hayes DN, Kies MS, Cullen KJ, Tanvetyanon T, et al. Phase II trial of dasatinib for recurrent or metastatic c-KIT expressing adenoid cystic carcinoma and for nonadenoid cystic malignant salivary tumors. Ann Oncol. (2016) 27:318–23. doi: 10.1093/annonc/mdv537
31. Wang Y, Zhang CY, Xia RH, Han J, Sun B, Sun SY, et al. The MYB/miR-130a/NDRG2 axis modulates tumor proliferation and metastatic potential in salivary adenoid cystic carcinoma. Cell Death Dis. (2018) 9:917. doi: 10.1038/s41419-018-0966-2
32. Hanahan D, Weinberg RA. Hallmarks of cancer: the next generation. Cell. (2011) 144:646–74. doi: 10.1016/j.cell.2011.02.013
33. Binnewies M, Roberts EW, Kersten K, Chan V, Fearon DF, Merad M, et al. Understanding the tumor immune microenvironment (TIME) for effective therapy. Nat Med. (2018) 24:541–50. doi: 10.1038/s41591-018-0014-x
34. Iyengar NM, Gucalp A, Dannenberg AJ, Hudis CA. Obesity and cancer mechanisms: tumor microenvironment and inflammation. J Clin Oncol. (2016) 34:4270–6. doi: 10.1200/JCO.2016.67.4283
35. Kuwada K, Kagawa S, Yoshida R, Sakamoto S, Ito A, Watanabe M, et al. The epithelial-to-mesenchymal transition induced by tumor-associated macrophages confers chemoresistance in peritoneally disseminated pancreatic cancer. J Exp Clin Cancer Res. (2018) 37:307. doi: 10.1186/s13046-018-0981-2
36. Bohn T, Rapp S, Luther N, Klein M, Bruehl TJ, Kojima N, et al. Tumor immunoevasion via acidosis-dependent induction of regulatory tumor-associated macrophages. Nat Immunol. (2018) 19:1319–29. doi: 10.1038/s41590-018-0226-8
37. Wan S, Zhao E, Kryczek I, Vatan L, Sadovskaya A, Ludema G, et al. Tumor-associated macrophages produce interleukin 6 and signal via STAT3 to promote expansion of human hepatocellular carcinoma stem cells. Gastroenterology. (2014) 147:1393–404. doi: 10.1053/j.gastro.2014.08.039
38. Junankar S, Shay G, Jurczyluk J, Ali N, Down J, Pocock N, et al. Real-time intravital imaging establishes tumor-associated macrophages as the extraskeletal target of bisphosphonate action in cancer. Cancer Discov. (2015) 5:35–42. doi: 10.1158/2159-8290.CD-14-0621
39. Mantovani A, Marchesi F, Malesci A, Laghi L, Allavena P. Tumour-associated macrophages as treatment targets in oncology. Nat Rev Clin Oncol. (2017) 14:399–416. doi: 10.1038/nrclinonc.2016.217
40. Su S, Zhao J, Xing Y, Zhang X, Liu J, Ouyang Q, et al. Immune checkpoint inhibition overcomes ADCP-induced immunosuppression by macrophages. Cell. (2018) 175:442–57.e23. doi: 10.1016/j.cell.2018.09.007
41. Arendt LM, McCready J, Keller PJ, Baker DD, Naber SP, Seewaldt V, et al. Obesity promotes breast cancer by CCL2-mediated macrophage recruitment and angiogenesis. Cancer Res. (2013) 73:6080–93. doi: 10.1158/0008-5472.CAN-13-0926
42. Chen C, He W, Huang J, Wang B, Li H, Cai Q, et al. LNMAT1 promotes lymphatic metastasis of bladder cancer via CCL2 dependent macrophage recruitment. Nat Commun. (2018) 9:3826. doi: 10.1038/s41467-018-06152-x
43. Svensson S, Abrahamsson A, Rodriguez GV, Olsson AK, Jensen L, Cao Y, et al. CCL2 and CCL5 are novel therapeutic targets for estrogen-dependent breast cancer. Clin Cancer Res. (2015) 21:3794–805. doi: 10.1158/1078-0432.CCR-15-0204
44. Cortés M, Sanchez-Moral L, de Barrios O, Fernández-Ace-ero MJ, Martínez-Campanario MC, Esteve-Codina A, et al. Tumor-associated macrophages (TAMs) depend on ZEB1 for their cancer-promoting roles. EMBO J. (2017) 36:3336–55. doi: 10.15252/embj.201797345
45. Martínez VG, Rubio C, Martínez-Fernández M, Segovia C, López-Calderón F, Garín MI, et al. BMP4 induces M2 macrophage polarization and favors tumor progression in bladder cancer. Clin Cancer Res. (2017) 23:7388–99. doi: 10.1158/1078-0432.CCR-17-1004
46. Vidyarthi A, Khan N, Agnihotri T, Negi S, Das DK, Aqdas M, et al. TLR-3 Stimulation skews M2 macrophages to M1 through IFN-αβ signaling and restricts tumor progression. Front Immunol. (2018) 9:1650. doi: 10.3389/fimmu.2018.01650
47. Amit M, Na'ara S, Gil Z. Mechanisms of cancer dissemination along nerves. Nat Rev Cancer. (2016) 16:399–408. doi: 10.1038/nrc.2016.38
48. Ban K, Feng S, Shao L, Ittmann M. RET signaling in prostate cancer. Clin Cancer Res. (2017) 23:4885–96. doi: 10.1158/1078-0432.CCR-17-0528
49. Germano G, Frapolli R, Belgiovine C, Anselmo A, Pesce S, Liguori M, et al. Role of macrophage targeting in the antitumor activity of trabectedin. Cancer Cell. (2013) 23:249–62. doi: 10.1016/j.ccr.2013.01.008
50. Barkal AA, Weiskopf K, Kao KS, Gordon SR, Rosental B, Yiu YY, et al. Engagement of MHC class I by the inhibitory receptor LILRB1 suppresses macrophages and is a target of cancer immunotherapy. Nat Immunol. (2018) 19:76–84. doi: 10.1038/s41590-017-0004-z
Keywords: salivary adenoid cystic carcinoma (SACC), tumor-associated macrophages (TAMs), CCL2, CCR2, tumor progression
Citation: Yang Z, Li H, Wang W, Zhang J, Jia S, Wang J, Wei J, Lei D, Hu K and Yang X (2019) CCL2/CCR2 Axis Promotes the Progression of Salivary Adenoid Cystic Carcinoma via Recruiting and Reprogramming the Tumor-Associated Macrophages. Front. Oncol. 9:231. doi: 10.3389/fonc.2019.00231
Received: 01 January 2019; Accepted: 14 March 2019;
Published: 09 April 2019.
Edited by:
Piero Nicolai, University of Brescia, ItalyReviewed by:
Diana Bell, University of Texas MD Anderson Cancer Center, United StatesMarco Carlo Merlano, Azienda Sanitaria Ospedaliera S. Croce e Carle Cuneo, Italy
Copyright © 2019 Yang, Li, Wang, Zhang, Jia, Wang, Wei, Lei, Hu and Yang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Xinjie Yang, yangxinjie@fmmu.edu.cn
Kaijin Hu, hukaijin@fmmu.edu.cn
†These authors have contributed equally to this work