Abstract
Cancer stem cells (CSCs), also known as tumor-initiating cells (TICs), contribute to tumorigenesis, resistance to chemoradiotherapy and recurrence in human cancers, suggesting targeting CSCs may represent a potential therapeutic strategy. In the current study, we found family with sequence similarity 83, member A (FAM83A) is significantly overexpressed and associated with poorer overall survival and disease-free survival in pancreatic cancer. Overexpression of FAM83A markedly promoted, whereas inhibition of FAM83A decreased, CSC-like traits and chemoresistance both in vitro and in an in vivo mouse model of pancreatic cancer. Furthermore, overexpression of FAM83A activated the well-characterized CSC-associated pathways transforming growth factor-β (TGF-β) signaling and Wnt/β-catenin signaling. Importantly, the FAM83A locus was amplified in a number of human cancers and silencing FAM83A in associated cancer cell lines inhibited activation of the WNT/β-catenin and TGF-β signaling pathways and reduced tumorigenicity. Taken together, these results indicate that FAM83A has a vital oncogenic role to promote pancreatic cancer progression and may represent a potential clinical target.
Introduction
Pancreatic cancer is the seventh leading cause of cancer-related mortality.1, 2 Despite advances in modern medical technology, pancreatic cancer has benefited from marginal improvements in survival outcomes; the 5-year overall survival rate of patients with pancreatic cancer is only 6% and the median survival time is <9 months.3, 4 Failure of conventional chemotherapy, including both intrinsic and acquired chemoresistant behavior, is a major factor that significantly decreases the clinical efficacy of chemotherapy for pancreatic cancer.5, 6 The response rates to common chemotherapeutic drugs, such as gemcitabine, erlotinib and 5-fluorouracil (5-FU), in pancreatic cancer have been reported to be lower than 25%.5, 7, 8 Therefore, better understanding the molecular mechanisms that underlie drug resistance in pancreatic cancer could lead to the development novel therapeutic strategies for this highly lethal malignancy.
The intrinsic resistance of cancer stem cells (CSCs), also known as tumor-initiating cells (TICs), to conventional therapy is currently regarded as a potential therapeutic target.9 For instance, it has recently been reported that the high rates and patterns of therapeutic failure observed in ovarian cancer are closely associated with stable accumulation of drug-resistant CSCs.10 Li et al.11 found that the percentage of the CD44+CD24–/low CSC sub-population, which exhibits intrinsic resistance to chemotherapy, was significantly increased in patients with breast cancer treated with chemotherapeutic drugs such as docetaxel, doxorubicin or cyclophosphamide. Similarly, CD133+ pancreatic CSCs have been demonstrated to be exclusively tumorigenic and highly resistant to chemotherapy and radiation therapy, and the CD133+ CXCR4+ sub-population of pancreatic CSCs is critical for tumor metastasis,12, 13, 14 suggesting that CSCs have important roles in pancreatic cancer progression. Therefore, targeting pancreatic CSCs could potentially increase chemosensitivity and thus improve the response to treatment.
Family with sequence similarity 83, member A (FAM83A), also known as BJ-TSA-9, is located on chromosome 8q24 and was originally identified as a potential tumor-specific gene by a bioinformatics approach.15 Furthermore, FAM83A is overexpressed in multiple human tumors, including lung, breast, testis and bladder cancer,16, 17, 18 suggesting that FAM83A may have an oncogenic role during the development and progression of cancer. Moreover, using a 3D phenotypic reversion assay, Lee et al.19 identified that FAM83A may contribute to resistance to tyrosine kinase inhibitors in breast cancer through activation of the epidermal growth factor receptor/phosphatidylinositol 3 kinase/AKT signaling pathway via interacting with c-RAF and phosphatidylinositol 3 kinase p85,20 indicating that overexpression of FAM83A may lead to chemoresistance. Concordantly, silencing FAM83A markedly decreased the proliferation, anchorage-independent growth and invasion capabilities of breast cancer cells both in vitro and in vivo,19 further supporting the suggestion that FAM83A represents a potential target for cancer therapy.
Herein, we report that FAM83A is markedly overexpressed in pancreatic cancer cell lines and clinical tissues. Importantly, silencing FAM83A markedly decreased pancreatic CSC-like traits in vitro and tumorigenicity in vivo via inhibition of two well-established CSC-associated signaling pathways, transforming growth factor-β (TGF-β) and Wnt/β-catenin. Therefore, this study indicates FAM83A exerts a critical oncogenic role in pancreatic cancer progression and may represent a potential clinical target for cancer therapy.
Results
Overexpression of FAM83A in pancreatic cancer is associated with poor prognosis
By analyzing a published microarray data set (NCBI/GEO/GSE16515; n=52, containing 16 non-tumor and 36 tumor samples), we found that FAM83A messenger RNA (mRNA) was significantly upregulated in pancreatic cancer tissues compared with normal pancreatic tissues (Figure 1a). Furthermore, analysis of The Cancer Genome Atlas (TCGA) data sets revealed patients with higher FAM83A expression had poorer overall survival and disease-free survival (P<0.001, P<0.001; Figure 1b), suggesting that FAM83A may have a critical role in pancreatic cancer progression.
In agreement, FAM83A was upregulated at both the protein and mRNA levels in all ten pancreatic cancer cell lines analyzed compared with 2 primary normal human pancreatic duct epithelial cell lines, and in 10 human pancreatic cancer samples compared with the matched adjacent non-tumor tissues (Figures 1c and d and Supplementary Figures S1a and b). Immunohistochemical analysis confirmed FAM83A was markedly upregulated in pancreatic cancer tissues (n=103) but barely detectable in normal pancreatic tissues (n=10; Figure 1e), and FAM83A protein expression was positively associated with clinical stage (P=0.005), tumor-node-metastasis (TNM) classification (T: P=0.010; N: P=0.004; M: P=0.013) and histological differentiation (P=0.014) in pancreatic cancer (Supplementary Table S2). Furthermore, Kaplan–Meir analysis and the log-rank test demonstrated that patients with pancreatic cancer with high FAM83A expression had significantly poorer overall and disease-free survival than patients with low FAM83A expression (Figure 1f; P<0.001; P=0.0002). Univariate and multivariate analyses revealed FAM83A expression was an independent prognostic factor for overall survival (Supplementary Table S3; univariate analysis: hazard ratio, 2.836; 95% confidence interval, 1.876–4.286, P<0.001; multivariate analyses: hazard ratio, 2.212; 95% confidence interval, 1.420–3.411, P=0.002), and an independent prognostic factor for disease-free survival (Supplementary Table S4; univariate analysis: hazard ratio, 3.267; 95% confidence interval, 2.165–5.145, P<0.001; multivariate analyses: hazard ratio, 2.412; 95% confidence interval, 1.582–3.874, P=0.01), in pancreatic cancer. Taken together, these results indicate that FAM83A exerts an oncogenic role during pancreatic cancer progression.
Upregulation of FAM83A promotes pancreatic CSC-like traits in vitro
Gene set enrichment analysis of the GSE16515 data set revealed a remarkable overlap between profiles with high FAM83A expression and stem cell gene signatures (Figure 2a), suggesting FAM83A may be involved in the regulation of CSC-like traits. In agreement with this hypothesis, overexpressing FAM83A in pancreatic cancer cells markedly increased the CD133+ population (Figures 2b and c), which is exclusively tumorigenic and highly chemoresistant.12 Moreover, FAM83A-transduced cells formed significantly larger and higher numbers of spheres in the tumorsphere formation assay compared with vector control cells (Figure 2d). In addition, overexpression of FAM83A significantly upregulated the mRNA expression levels of multiple pluripotency factors, including ABCG2, BMI1, SOX2, OCT4 and NANOG (Supplementary Figure S2a). Furthermore, overexpressing FAM83A in pancreatic cancer cell lines significantly increased the proportions of SP+ cells, a sub-population of cells that can exhibit drug resistance and have CSC-like characteristics (Figure 2e).21 In agreement with this observation, FAM83A-transduced cells exhibited higher resistance to chemotherapeutic drugs such as gemcitabine and 5-FU (Figure 2f). Taken together, these results show FAM83A promotes a CSC-like phenotype and enhances chemoresistance in pancreatic cancer cells in vitro.
Silencing FAM83A inhibits pancreatic CSC-like traits in vitro
In agreement with the gain-of-function experiments, silencing FAM83A in pancreatic cancer cell lines significantly decreased the proportion of CD133+ cells, tumorsphere number and size, the proportion of SP+ cells, resistance to gemcitabine and 5-FU (Figures 3a–e) and the mRNA expression levels of pluripotency factors compared with RNAi-vector control cells (Supplementary Figure S2b). Collectively, these results further support the notion that FAM83A has an important role in maintenance of the CSC-like phenotype in pancreatic cancer in vitro.
FAM83A promotes pancreatic cancer tumorigenesis and chemoresistance in vivo
The effect of FAM83A on pancreatic CSC-like traits was further examined using an in vivo tumor model. As shown in Figure 4a, extreme limiting dilution analysis revealed FAM83A-transduced cells formed a significantly higher incidence of tumors and had a greater tumorigenic capability; PANC-1/FAM83A cells formed tumors even when only 1 × 102 cells were implanted. In contrast, FAM83A RNAi cells had a significantly lower tumor-initiating capacity (Figure 4a).
The effect of FAM83A on chemoresistance was also examined in vivo. As shown in Figures 4b and d, the tumors formed by PANC-1/FAM83A cells had significantly higher volumes and weights after the tumor-bearing mice were treated intraperitoneally with gemcitabine (compared with tumors formed by control cells; P<0.05). Conversely, depletion of endogenous FAM83A in PANC-1 cells significantly enhanced the sensitivity of the resulting tumors to gemcitabine, as indicated by both tumor volume and weight (both P<0.05). These results further show FAM83A has important roles in pancreatic cancer tumorigenesis and chemoresistance.
Overexpression of FAM83A activates the Wnt/β-catenin and TGF-β signaling pathways
To explore the mechanism underlying the ability of FAM83A to promote pancreatic CSC-like traits, gene set enrichment analysis was performed using the TCGA data set for pancreatic cancer. FAM83A expression correlated significantly with activated gene signatures for both the Wnt/β-catenin and TGF-β/Smad pathways (Figure 5a), suggesting these well-characterized CSC-associated signaling pathways9, 22, 23 function downstream of FAM83A to promote pancreatic CSC-like traits.
In agreement with this suggestion, overexpressing FAM83A significantly enhanced, whereas silencing FAM83A significantly reduced, the activities of β-catenin-driven and TGF-β-driven luciferase reporter genes and the expression of numerous downstream genes in both pathways (Figure 5b and Supplementary Figure S3a). In addition, the expression of nuclear β-catenin and phosphorylated-Smad3 (p-Smad3, (er423/425) were markedly elevated in FAM83A-transduced cells and downregulated in FAM83A-silenced cells (Figure 5c). Furthermore, the expression of FAM83A was strongly associated with the levels of p-Smad3 (P<0.001) and nuclear β-catenin (P<0.001; Figure 5d), indicators of TGF-β/Smad and Wnt/β-catenin pathway activation, respectively, in 103 paraffin-embedded pancreatic adenocarcinoma samples. Moreover, the levels of p-Smad3 and nuclear β-catenin were inversely associated with overall survival in pancreatic cancer (Supplementary Figure S3b). Consistent with these data, FAM83A levels correlated positively with nuclear β-catenin (r=0.63; P<0.05) and p-Smad3 expression (r=0.77; P<0.05) in 10 freshly collected clinical pancreatic cancer samples, further suggesting FAM83A expression is clinically associated with Wnt/β-catenin and TGF-β/Smad pathway activation in pancreatic cancer (Supplementary Figure S3c). Importantly, inhibiting the Wnt/β-catenin pathway using a β-catenin inhibitor or TGF-β/Smad signaling with a TGF-β inhibitor significantly decreased the tumorsphere formation capability of FAM83A-transduced cells (Figure 5e), confirming the Wnt/β-catenin and TGF-β/Smad pathways are functional effectors of FAM83A-induced CSC-like traits.
FAM83A is amplified in pancreatic cancer and a subset of cancers
The FAM83A locus is located on chromosome 8q24.13, which is frequently amplified in a number of human cancers.24, 25, 26, 27 Analysis of FAM83A copy number variation (CNV) in the TCGA data set revealed the FAM83A locus was amplified in 37.3% of pancreatic cancer samples and FAM83A mRNA expression was significantly associated with FAM83A CNV (Figures 6a and c). Furthermore, patients with pancreatic cancer who had FAM83A amplification had poorer survival outcomes than patients without FAM83A amplification (P=0.043; Figure 6d).
Interestingly, analysis of the TCGA data sets revealed FAM83A CNV and FAM83A mRNA levels were also markedly increased in subtypes of a number of primary tumor types, including lung adenocarcinoma and cervical, bladder, breast, colon, head and neck, pancreatic and uterine cancer (Supplementary Figures S4a and b). Moreover, the levels of FAM83A mRNA were significantly upregulated and a positive correlation was observed between FAM83A mRNA levels and FAM83A CNV in lung adenocarcinoma and cervical cancer (Supplementary Figure S4c). In agreement with the observations in pancreatic cancer, higher FAM83A expression was associated with poorer overall survival in lung adenocarcinoma and cervical and uterine cancer (Supplementary Figure S4d). These results suggest overexpression of FAM83A contributes to progression in several types of cancer.
The oncogenic function of FAM83A in other human cancers was further examined in lung adenocarcinoma and cervical squamous cell carcinoma and endocervical adenocarcinoma (CESC), the cancers in which FAM83A was most frequently amplified. As shown in Figure 6f, overexpressing FAM83A significantly increased, whereas silencing FAM83A decreased, β-catenin-driven and TGF-β-driven luciferase reporter activity in both lung adenocarcinoma and CESC cell lines (Supplementary Figure S4f). Moreover, FAM83A-transduced lung adenocarcinoma and CESC cells formed significantly larger and higher numbers of tumors in the tumorsphere formation assay, whereas FAM83A-silenced cells formed smaller and lower numbers of tumorspheres, compared with the respective control cells (Supplementary Figure S4g). Taken together, these results show aberrant amplification of FAM83A promotes CSC-like traits by activating the Wnt/β-catenin and TGF-β pathways, resulting in poorer clinical outcomes in patients with cancer.
Discussion
The findings of the present study provide new insight into a potential oncogenic role for FAM83A in pancreatic cancer progression and highlight the ability of FAM83A to promote pancreatic CSC-like traits. We demonstrate FAM83A is significantly overexpressed in pancreatic cancer and promotes CSC-like traits by activating the Wnt/β-catenin and TGF-β pathways. The mechanism of FAM83A upregulation in pancreatic cancer can be attributed to amplification of the genomic locus on chromosome 8q24.13. Hence, our results uncover a novel mechanism leading to overexpression of FAM83A in pancreatic cancer, and suggest this protein has potential as a therapeutic target for pancreatic cancer.
The contribution of CSCs to tumor metastasis, recurrence and chemoradiotherapeutic resistance suggests targeting this sub-population of tumor cells could be an effective strategy to improve the survival outcomes of patients with lethal malignancies.28, 29 Identifying key targets to eliminate CSCs or inhibit CSC traits could attenuate tumor cell resistance to conventional cytotoxic therapies, and reduce metastasis and relapse. For instance, Wang et al.30 reported that eliminating CSCs in hematological malignancies using a hypoxia-inducible factor-α inhibitor could eradicate mouse lymphoma and serially transplantable human acute myeloid leukemia in xenogeneic models; this strategy could provide an effective approach for treating hematological malignancies. Sachlos et al.31 reported that selectively targeting leukemia stem cells treated with a dopamine receptor antagonist induced neoplastic human pluripotent stem cell differentiation, impaired the ability of human somatic CSCs to initiate leukemia in vivo and augmented the effects of chemotherapeutic drugs, suggesting that inducing CSC differentiation could also represent a strategy for treating cancer.31 Jin et al.32 demonstrated that a CD44 monoclonal antibody targeting CD44, a key regulator of leukemic stem cells, eliminated quiescent acute myeloid leukemia and leukemic stem cells and markedly reduced leukemic repopulation. Therefore, identification of the key regulatory effector(s) of CSC traits may provide potential target(s) for cancer treatment. Herein, we found that silencing FAM83A markedly decreased CSC-like traits and tumorigenicity and significantly enhanced the sensitivity of pancreatic cancer cells to chemotherapeutic drugs. These results not only provide mechanistic insight into the regulation of CSC-like properties in pancreatic cancer, but may also provide a novel target for pancreatic cancer treatment.
Although FAM83A has previously been reported to have an important role in therapeutic resistance to tyrosine kinase inhibitors in breast cancer, numerous studies have demonstrated oncogenic K-RAS mutations are the major mechanism of epidermal growth factor receptor-mediated resistance in pancreatic cancer;33, 34 approximately 90% of patients with pancreatic cancer harbor gain-of-function K-RAS mutation.35 Therefore, FAM83A-induced pancreatic progression may be mediated via other mechanisms. Numerous recent studies have demonstrated multiple signaling pathways, such as the TGF-β and Wnt/β-catenin pathways, are required for self-renewal and maintenance of the CSC phenotype.36, 37, 38 Activation of the TGF-β pathway has been reported to contribute to tumor heterogeneity and chemoresistance in squamous cell carcinoma CSCs, leading to tumor recurrence.23 Inhibition of the TGF-β pathway decreases the CD44high/Id1high glioma-initiating cell population and reduces the capacity of glioma-initiating cells to initiate tumors,39, 40 suggesting TGF-β is a key regulator of CSCs. Moreover, Wnt/β-catenin signaling also has an important role in the regulation of CSC self-renewal and tumorigenesis.41 Excessive Wnt/β-catenin signaling is required to maintain CSC capabilities in colon cancer, glioma and mixed lineage leukemia.22 Importantly, Scheel et al.42 reported TGF-β and Wnt signaling interact to induce activation of the epithelial–mesenchymal transition and maintain a CSC-like state, and inhibition of both the TGF-β and Wnt/β-catenin pathways significantly inhibited the metastatic and self-renewal abilities of primary mammary epithelial cells. Therefore, inhibition of a single CSC-associated pathway may not be sufficient to abrogate the CSC population within a tumor. Herein, we found that overexpressing FAM83A activated both the TGF-β and Wnt/β-catenin pathways and promoted CSC-like straits in pancreatic cancer, suggesting FAM83A maintains CSC properties by simultaneously activating multiple CSC-associated pathways. The precise mechanisms by which FAM83A activates the TGF-β and Wnt/β-catenin pathways are currently being investigated in our laboratory.
This study demonstrates the elevated FAM83A expression observed in numerous tumor types could be due to genomic amplification of 8q24, which is known to contain the oncogene Myc. Interestingly, TCGA analysis revealed up to 90.28% of the pancreatic cancer samples with FAM83A gene amplification also had c-MYC gene amplification. Furthermore, overexpressing c-MYC significantly increased the tumorsphere formation ability of FAM83A-transduced cells, whereas silencing c-MYC only partially abrogated FAM83A-induced tumorsphere formation (data not shown), suggesting FAM83A and c-MYC cooperate to promote pancreatic cancer progression via different mechanisms. Therefore, understanding the exact role of FAM83A in the pathogenesis of pancreatic cancer and the molecular mechanisms by which FAM83A activates the TGF-β and Wnt signaling pathways will increase our knowledge of the biological basis of cancer progression and may enable the development of new therapeutic strategies for patients with this lethal disease.
Materials and methods
Cells
Primary cultures of normal human pancreatic duct epithelial cells were established from fresh specimens of the adjacent non-tumor pancreatic tissue and maintained in bronchial epithelial basal medium (Lonza Walkersville, Walkersville, MD, USA) containing 10% fetal bovine serum and supplemented with BEGM Single-Quots (Lonza Walkersville), according to previous reports.43, 44 The human pancreatic cell lines AsPC-1, BxPC-3, Capan-1, Capan-2, CFPAC-1, Hs 766T, INS-1, MIA PaCa-2, MIN6 and PANC-1 were cultured as American Type Culture Collection (ATCC, Manassas, VA, USA) protocol described. All cell lines were authenticated by short tandem repeat fingerprinting at Medicine Lab of Forensic Medicine Department of Sun Yat-Sen University (Guangzhou, China) and tested for mycoplasma contamination.
Patient information and tissue specimens
A total of 103 paraffin-embedded pancreatic adenocarcinoma samples, which were histopathologically and clinically diagnosed, were obtained from the third Affiliated Hospital of Sun Yat-Sen University. Prior patient consent and approval from the Institutional Research Ethics Committee were obtained before research purposes. Clinical information on the samples is summarized in Supplementary Table S1. Ten pancreatic adenocarcinoma specimens and the matched adjacent non-cancerous pancreatic tissues were frozen and stored in liquid nitrogen until further use. Prior patient consent and approval from the Institute Research Ethics Committee were obtained for the use of clinical materials for research purposes.
Western blotting analysis
Western blotting was performed using anti- FAM83A antibody (Sigma, Saint Louis, MO, USA; SAB1103067), anti-p-Smad3 (Ser423/425) (Cell Signaling Technology, Danvers, MA, USA; #9520), total Smad3 (Cell Signaling Technology; #9513) and anti-β-catenin (Cell Signaling Technology; #9562) antibodies. The blotting membranes were stripped and re-probed with an anti-α-tubulin antibody or anti-p84 as a protein loading control (Sigma; SAB2701984).
DNA/RNA extraction, reverse transcription and real-time PCR
The genomic DNA in cultured cells and pancreatic adenocarcinoma tissue samples was extracted using QIAamp DNA Mini Kit (Qiagen, Valencia, CA, USA; cat.51306) according to the manufacturer’s instructions. Total RNA from cultured cells and pancreatic adenocarcinoma tissue samples was extracted using TRIzol (Life Technologies, Grand Island, NY, USA) according to the manufacturer’s instructions. mRNA was polyadenylated using a poly-A polymerase-based First-Strand Synthesis kit (TaKaRa, DaLian, China) and reverse transcription of total mRNA was performed using a PrimeScript RT Reagent kit (TaKaRa) according to the manufacturer’s protocol. Complementary DNAs/DNAs were amplified and quantified in Bio-Rad CFX qRT–PCR detection system (Applied Biosystems Inc., Foster City, CA, USA), using FastStart Universal SYBR Green Master (ROX; Roche, Toronto, ON, Canada). Expression data were normalized to the geometric mean of housekeeping gene GAPDH to control the variability in expression levels and calculated as 2–[(Ct of gene)–(Ct of GAPDH)], where Ct represents the threshold cycle for each transcript.
Primers and oligonucleotides
Cloning primer human FAM83A-ORF, forward: 5′-AGCCGGTCAAGGCACCTGGG-3′ and reverse 5′-TCAGAAGTGAGGGGAGGCCTGCAGGAAGGGCCTCCAGGTT-3′ real-time PCR primer: FAM83A, forward: 5′-CCCATCTCAGTCACTGGCATT-3′ and reverse: 5′-CCGCCAACATCTCCTTGTTC-3′ ABCG2 forward: 5'-TGGTGTTTCCTTGTGACACTG-3′ and reverse: 5′-TGAGCCTTTGGTTAAGACCG-3′ BMI1 forward: 5′-TCGTTGTTCGATGCATTTCT-3′ and reverse: 5′-CTTTCATTGTCTTTTCCGCC-3′ SOX2 forward: 5′-GCTTAGCCTCGTCGATGAAC-3′ and reverse: 5′-AACCCCAAGATGCACAACTC-3′ OCT4 forward: 5′-GGTTCTCGATACTGGTTCGC-3′ and reverse: 5′-GTGGAGGAAGCTGACAACAA-3; NANOG forward: 5′-ATGGAGGAGGGAAGAGGAGA-3′ and reverse: 5′-GATTTGTGGGCCTGAAGAAA-3′ GAPDH forward: 5′-AATGAAGGGGTCATTGATGG-3′ and reverse: 5′-AAGGTGAAGGTCGGAGTCAA-3′. FAM83A primer used for genomic copy number detection: forward: 5′-CGCCACTGTGTACTTCCAGA-3′ and reverse: 5′-TCCACATCCGTGAACACATC-3′, FAM83A RNAi#1: 5′-GCACAACAACATCAGAGACCT-3′; FAM83A RNAi#2: 5′-GACTGGAGATTTGTCCTGTCT-3′.
Plasmids, retroviral infection and transfection
The human FAM83A gene was PCR-amplified from cDNA and cloned into pMSCV retroviral vector (Clontech, Mountain View, CA, USA). ShRNAs targeting FAM83A were cloned into the pSuper-retroviral vector. Transfection of plasmids was performed using the Lipofectamine 3000 reagent (Invitrogen, Carlsbad, CA, USA) according to the manufacturer’s instruction. Stable cell lines expressing FAM83A and FAM83A shRNA(s) were generated via retroviral infection as previously described,45 and were selected with 0.5 μg/ml puromycin for 10 days.
Immunohistochemistry
Immunohistochemistry analysis was performed on the 103 paraffin-embedded pancreatic adenocarcinoma tissues, using anti-FAM83A antibody (Sigma). In brief, paraffin-embedded specimens were cut into 4-μm sections and baked at 65 °C for 30 min. The sections were deparaffinized with xylenes and rehydrated. Sections were submerged into EDTA antigenic retrieval buffer and microwaved for antigenic retrieval. The sections were treated with 3% hydrogen peroxide in methanol to quench the endogenous peroxidase activity, followed by incubation with 1% bovine serum albumin to block the nonspecific binding. Rabbit anti- FAM83A (1:500; Sigma) was incubated with the sections overnight at 4 °C. For negative controls, the IgG antibody or normal goat serum was co-incubation at 4 °C overnight preceding the immunohistochemical staining procedure. After washing, the tissue sections were treated with biotinylated anti-rabbit secondary antibody (Zymed, San Francisco, CA, USA), followed by further incubation with streptavidin-horseradish peroxidase complex (Zymed). The tissue sections were immersed in 3-amino-9-ethyl carbazole and counterstained with 10% Mayer's hematoxylin, dehydrated, and mounted in Crystal Mount.
The degree of immunostaining were reviewed and scored separately by two independent pathologists blindly. The scores were determined by combining the proportion of positively stained tumor or normal pancreatic epithelial cells and the intensity of staining. Cell proportions were scored as follows: 0, no positive cells; 1, <10% positive cells; 2, 10–35% positive cells; 3, 35–75% positive cells; 4, >75% positive cells. Staining intensity was graded according to the following standard: 1, no staining; 2, weak staining (light yellow); 3, moderate staining (yellow brown); 4, strong staining (brown). The staining index (SI) was calculated as the product of the staining intensity score and the proportion of positive cells. Using this method of assessment, we evaluated protein expression in benign pancreatic epithelia and malignant lesions by determining the SI, with possible scores of 0, 2, 3, 4, 6, 8, 9, 12 and 16. Then the median value, which SI=8, was chosen as the cut off value. Therefore, samples with a SI⩾8 were determined as high expression and samples with a SI<8 were determined as low expression.
Sphere formation assay
Five hundred cells were seeded in six-well ultralow cluster plates (Corning, NY, USA) for 10 days. Spheres were cultured in Dulbecco’s modified Eagle’s medium/F12 serum-free medium (Invitrogen, Grand Island, NY, USA) supplemented with 2% B27 (Invitrogen, Grand Island, NY, USA), 20 ng/ml of EGF, and 20 ng/ml of bFGF (PeproTech, Offenbach, Germany), 0.4% bovine serum albumin (Sigma) and 5 μg/ml insulin.
Chemical reagents
Gemcitabine (Gemzar, Lilly SA, Alcobendas, Spain) and 5-FU (Sigma; 03738) were dissolved in phosphate-buffered saline with concentration of 50 μM. β-Catenin/TCF inhibitor (FH535)(S7484), TGF-β inhibitor (S2704) were purchased from Selleck (Houston, TX, USA).
Xenografted tumor
The male/female BALB/c nude mice (6–7 weeks of age, 18–20 g) were randomly divided into 15 groups (n=6 per group). The indicated cells were inoculated with Matrigel subcutaneously into the inguinal folds of nude mice. Tumor volume was determined using external caliper and calculated using the equation (L × W2)/2. The mice were killed 31 days after inoculation, tumors were excised and subjected to pathologic examination. In the experiment testing, the chemoresistance effect of FAM83A, the BALB/c nude mice were implanted subcutaneously with the indicated cells (1 × 106) in order to rapidly induce exponentially growing tumors. When tumors reached a volume of approximate 100 mm3, animals were randomly assigned to five groups (n=6 per group), followed by intraperitoneal injection of Gemcitabine (80 mg/kg) twice a week. On day 43, animals were killed, and tumors were excised, weighed and subjected to pathological examination. All experimental procedures were conducted in accordance with the Guide for the Care and Use of Laboratory Animals and conformed to our institutional ethical guidelines for animal experiments.
Flow cytometric analysis
Cells were dissociated with trypsin and re-suspended at 1 × 106 cells/ml in Dulbecco’s modified Eagle’s medium containing 2% fetal bovine serum and then pre-incubated at 37 °C for 30 min with or without 100 μM verapamil (Sigma-Aldrich, Deisenhofen, Germany) to inhibit ABC transporters. The cells were subsequently incubated for 90 min at 37 °C with 5 μg/ml Hoechst 33342 (Sigma-Aldrich). Finally, the cells were incubated on ice for 10 min and washed with ice-cold phosphate-buffered saline before flow cytometry analysis. The data were analyzed by Summit5.2 (Beckman Coulter, Indianapolis, IN, USA).
Luciferase assay
Ten thousand cells were seeded in triplicate in 48-well plates and allowed to settle for 24 h. One hundred nanograms of luciferase reporter plasmids or the control-luciferase plasmid, plus 5 ng of pRL-TK renilla plasmid (Promega, Madison, WI, USA), were transfected into pancreatic adenocarcinoma cells using the Lipofectamine 3000 reagent (Invitrogen, Carlsbad, CA, USA) according to the manufacturer’s recommendation. Luciferase and renilla signals were measured 48 h after transfection using the Dual Luciferase Reporter Assay Kit (Promega) according to a protocol provided by the manufacturer. Three independent experiments were performed, and the data are presented as mean±s.d.
Statistical analysis
Statistical tests for data analysis included Fisher’s exact test, log-rank test, chi-square test and Student’s two-tailed t-test. Multivariate statistical analysis was performed using a Cox regression model. Statistical analyses were performed using the SPSS 11.0 statistical software package for Windows SPSS Inc. (Chicago, IL, USA). Data represent mean±s.d. P<0.05 was considered statistically significant.
Acknowledgments
This work was supported by the Science and Technology Program of Guangdong Province (no 2014A020212155 and 2014A030313008), the PhD Start-up Fund of Natural Science Foundation of Guangdong Province (no 2015A030310052), the Natural Science Foundation of China (81325013 and 91529301), the Medical Scientific Research Foundation of Guangdong Province (no B2013127), the Natural Science Foundation of Guangdong Province (no 2015A030313044).
Footnotes
Supplementary Information accompanies this paper on the Oncogenesis website (http://www.nature.com/oncsis)
The authors declare no conflict of interest.
Supplementary Material
References
- Ferlay J, Soerjomataram I, Dikshit R, Eser S, Mathers C, Rebelo M et al. Cancer incidence and mortality worldwide: sources, methods and major patterns in GLOBOCAN 2012. Int J Cancer 2015; 136: E359–E386. [DOI] [PubMed] [Google Scholar]
- Bosetti C, Bertuccio P, Negri E, La Vecchia C, Zeegers MP, Boffetta P. Pancreatic cancer: overview of descriptive epidemiology. Mol Carcinog 2012; 51: 3–13. [DOI] [PubMed] [Google Scholar]
- Ilmer M, Boiles AR, Regel I, Yokoi K, Michalski CW, Wistuba II et al. RSPO2 enhances canonical Wnt signaling to confer stemness-associated traits to susceptible pancreatic cancer cells. Cancer Res 2015; 75: 1883–1896. [DOI] [PubMed] [Google Scholar]
- Siegel R, Naishadham D, Jemal A. Cancer statistics, 2013. CA Cancer J Clin 2013; 63: 11–30. [DOI] [PubMed] [Google Scholar]
- Singh SK, Chen NM, Hessmann E, Siveke J, Lahmann M, Singh G et al. Antithetical NFATc1-Sox2 and p53-miR200 signaling networks govern pancreatic cancer cell plasticity. EMBO J 2015; 34: 517–530. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Stathis A, Moore MJ. Advanced pancreatic carcinoma: current treatment and future challenges. Nat Rev Clin Oncol 2010; 7: 163–172. [DOI] [PubMed] [Google Scholar]
- Li J, Wientjes MG, Au JL. Pancreatic cancer: pathobiology, treatment options, and drug delivery. AAPS J 2010; 12: 223–232. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Oberstein PE, Olive KP. Pancreatic cancer: why is it so hard to treat? Therap Adv Gastroenterol 2013; 6: 321–337. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pattabiraman DR, Weinberg RA. Tackling the cancer stem cells-what challenges do they pose? Nat Rev Drug Discov 2014; 13: 497–512. [DOI] [PMC free article] [PubMed] [Google Scholar]
- McAuliffe SM, Morgan SL, Wyant GA, Tran LT, Muto KW, Chen YS et al. Targeting Notch, a key pathway for ovarian cancer stem cells, sensitizes tumors to platinum therapy. Proc Natl Acad Sci USA 2012; 109: E2939–E2948. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li X, Lewis MT, Huang J, Gutierrez C, Osborne CK, Wu MF et al. Intrinsic resistance of tumorigenic breast cancer cells to chemotherapy. J Natl Cancer Inst 2008; 100: 672–679. [DOI] [PubMed] [Google Scholar]
- Hermann PC, Huber SL, Herrler T, Aicher A, Ellwart JW, Guba M et al. Distinct populations of cancer stem cells determine tumor growth and metastatic activity in human pancreatic cancer. Cell Stem Cell 2007; 1: 313–323. [DOI] [PubMed] [Google Scholar]
- Lee HJ, You DD, Choi DW, Choi YS, Kim SJ, Won YS et al. Significance of CD133 as a cancer stem cell markers focusing on the tumorigenicity of pancreatic cancer cell lines. J Korean Surg Soc 2011; 81: 263–270. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jimeno A, Feldmann G, Suarez-Gauthier A, Rasheed Z, Solomon A, Zou GM et al. A direct pancreatic cancer xenograft model as a platform for cancer stem cell therapeutic development. Mol Cancer Ther 2009; 8: 310–314. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li Y, Dong X, Yin Y, Su Y, Xu Q, Zhang Y et al. BJ-TSA-9, a novel human tumor-specific gene, has potential as a biomarker of lung cancer. Neoplasia 2005; 7: 1073–1080. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cipriano R, Miskimen KL, Bryson BL, Foy CR, Bartel CA, Jackson MW. Conserved oncogenic behavior of the FAM83 family regulates MAPK signaling in human cancer. Mol Cancer Res 2014; 12: 1156–1165. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu L, Liao GQ, He P, Zhu H, Liu PH, Qu YM et al. Detection of circulating cancer cells in lung cancer patients with a panel of marker genes. Biochem Biophys Res Commun 2008; 372: 756–760. [DOI] [PubMed] [Google Scholar]
- Liu L, Ma C, Xu Q, Cheng L, Xiao L, Xu D et al. A rapid nested polymerase chain reaction method to detect circulating cancer cells in breast cancer patients using multiple marker genes. Oncol Lett 2014; 7: 2192–2198. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lee SY, Meier R, Furuta S, Lenburg ME, Kenny PA, Xu R et al. FAM83A confers EGFR-TKI resistance in breast cancer cells and in mice. J Clin Invest 2012; 122: 3211–3220. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Grant S. FAM83A and FAM83B: candidate oncogenes and TKI resistance mediators. J Clin Invest 2012; 122: 3048–3051. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhou S, Schuetz JD, Bunting KD, Colapietro AM, Sampath J, Morris JJ et al. The ABC transporter Bcrp1/ABCG2 is expressed in a wide variety of stem cells and is a molecular determinant of the side-population phenotype. Nat Med 2001; 7: 1028–1034. [DOI] [PubMed] [Google Scholar]
- Vermeulen L, De Sousa EMF, van der Heijden M, Cameron K, de Jong JH, Borovski T et al. Wnt activity defines colon cancer stem cells and is regulated by the microenvironment. Nat Cell Biol 2010; 12: 468–476. [DOI] [PubMed] [Google Scholar]
- Oshimori N, Oristian D, Fuchs E. TGF-beta promotes heterogeneity and drug resistance in squamous cell carcinoma. Cell 2015; 160: 963–976. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Goode EL, Chenevix-Trench G, Song H, Ramus SJ, Notaridou M, Lawrenson K et al. A genome-wide association study identifies susceptibility loci for ovarian cancer at 2q31 and 8q24. Nat Genet 2010; 42: 874–879. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tseng YY, Moriarity BS, Gong W, Akiyama R, Tiwari A, Kawakami H et al. PVT1 dependence in cancer with MYC copy-number increase. Nature 2014; 512: 82–86. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ding J, Huang S, Wu S, Zhao Y, Liang L, Yan M et al. Gain of miR-151 on chromosome 8q24.3 facilitates tumour cell migration and spreading through downregulating RhoGDIA. Nat Cell Biol 2010; 12: 390–399. [DOI] [PubMed] [Google Scholar]
- Mahlamaki EH, Barlund M, Tanner M, Gorunova L, Hoglund M, Karhu R et al. Frequent amplification of 8q24, 11q, 17q, and 20q-specific genes in pancreatic cancer. Genes Chromosomes Cancer 2002; 35: 353–358. [DOI] [PubMed] [Google Scholar]
- Dean M, Fojo T, Bates S. Tumour stem cells and drug resistance. Nat Rev Cancer 2005; 5: 275–284. [DOI] [PubMed] [Google Scholar]
- Clevers H. The cancer stem cell: premises, promises and challenges. Nat Med 2011; 17: 313–319. [DOI] [PubMed] [Google Scholar]
- Wang Y, Liu Y, Malek SN, Zheng P, Liu Y. Targeting HIF1alpha eliminates cancer stem cells in hematological malignancies. Cell Stem Cell 2011; 8: 399–411. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sachlos E, Risueno RM, Laronde S, Shapovalova Z, Lee JH, Russell J et al. Identification of drugs including a dopamine receptor antagonist that selectively target cancer stem cells. Cell 2012; 149: 1284–1297. [DOI] [PubMed] [Google Scholar]
- Jin L, Hope KJ, Zhai Q, Smadja-Joffe F, Dick JE. Targeting of CD44 eradicates human acute myeloid leukemic stem cells. Nat Med 2006; 12: 1167–1174. [DOI] [PubMed] [Google Scholar]
- Lee S, Heinrich EL, Lu J, Lee W, Choi AH, Luu C et al. Epidermal growth factor receptor signaling to the mitogen activated protein kinase pathway bypasses Ras in pancreatic cancer cells. Pancreas 2016; 45: 286–292. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ardito CM, Gruner BM, Takeuchi KK, Lubeseder-Martellato C, Teichmann N, Mazur PK et al. EGF receptor is required for KRAS-induced pancreatic tumorigenesis. Cancer Cell 2012; 22: 304–317. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Adjei AA. Blocking oncogenic Ras signaling for cancer therapy. J Natl Cancer Inst 2001; 93: 1062–1074. [DOI] [PubMed] [Google Scholar]
- Brennan KR, Brown AM. Wnt proteins in mammary development and cancer. J Mammary Gland Biol Neoplasia 2004; 9: 119–131. [DOI] [PubMed] [Google Scholar]
- Tan AR, Alexe G, Reiss M. Transforming growth factor-beta signaling: emerging stem cell target in metastatic breast cancer? Breast Cancer Res Treat 2009; 115: 453–495. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu S, Dontu G, Mantle ID, Patel S, Ahn NS, Jackson KW et al. Hedgehog signaling and Bmi-1 regulate self-renewal of normal and malignant human mammary stem cells. Cancer Res 2006; 66: 6063–6071. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Anido J, Saez-Borderias A, Gonzalez-Junca A, Rodon L, Folch G, Carmona MA et al. TGF-beta receptor inhibitors target the CD44(high)/Id1(high) glioma-initiating cell population in human glioblastoma. Cancer Cell 2010; 18: 655–668. [DOI] [PubMed] [Google Scholar]
- Mishra L, Derynck R, Mishra B. Transforming growth factor-beta signaling in stem cells and cancer. Science 2005; 310: 68–71. [DOI] [PubMed] [Google Scholar]
- van Amerongen R, Bowman AN, Nusse R. Developmental stage and time dictate the fate of Wnt/beta-catenin-responsive stem cells in the mammary gland. Cell Stem Cell 2012; 11: 387–400. [DOI] [PubMed] [Google Scholar]
- Scheel C, Eaton EN, Li SH, Chaffer CL, Reinhardt F, Kah KJ et al. Paracrine and autocrine signals induce and maintain mesenchymal and stem cell states in the breast. Cell 2011; 145: 926–940. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Klein T, Heremans Y, Heimberg H, Pipeleers D, Madsen OD, Serup P et al. Investigation and characterization of the duct cell-enriching process during serum-free suspension and monolayer culture using the human exocrine pancreas fraction. Pancreas 2009; 38: 36–48. [DOI] [PubMed] [Google Scholar]
- Yamaguchi H, Kojima T, Ito T, Kimura Y, Imamura M, Son S et al. Transcriptional control of tight junction proteins via a protein kinase C signal pathway in human telomerase reverse transcriptase-transfected human pancreatic duct epithelial cells. Am J Pathol 2010; 177: 698–712. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu L, Wu J, Ying Z, Chen B, Han A, Liang Y et al. Astrocyte elevated gene-1 upregulates matrix metalloproteinase-9 and induces human glioma invasion. Cancer Res 2010; 70: 3750–3759. [DOI] [PubMed] [Google Scholar]
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