Abstract
Extracellular acidity is a hallmark of solid tumors and is associated with metastasis in the tumor microenvironment. Acidic extracellular pH (pHe) has been found to increase intracellular Ca2+ and matrix metalloproteinase-9 (MMP-9) expression by activating NF-κB in the mouse B16 melanoma model. The present study assessed whether TRPM5, an intracellular Ca2+-dependent monovalent cation channel, is associated with acidic pHe signaling and induction of MMP-9 expression in this mouse melanoma model. Treatment of B16 cells with Trpm5 siRNA reduced acidic pHe-induced MMP-9 expression. Enforced expression of Trpm5 increased the rate of acidic pHe-induced MMP-9 expression, as well as increasing experimental lung metastasis. This genetic manipulation did not alter the pHe critical for MMP-9 induction but simply amplified the percentage of inducible MMP-9 at each pHe. Treatment of tumor bearing mice with triphenylphosphine oxide (TPPO), an inhibitor of TRPM5, significantly reduced spontaneous lung metastasis. In silico analysis of clinical samples showed that high TRPM5 mRNA expression correlated with poor overall survival rate in patients with melanoma and gastric cancer but not in patients with cancers of the ovary, lung, breast, and rectum. These results showed that TRPM5 amplifies acidic pHe signaling and may be a promising target for preventing metastasis of some types of tumor.
Keywords: MMP-9, acidic extracellular pH, TRPM5, melanoma, metastasis
INTRODUCTION
Extracellular acidity, resulting from an increase in lactate concentration, a process known as “aerobic glycolysis” or “Warburg effect”, is a hallmark of solid tumors [1]. We have found that acidic extracellular pH (pHe) induces the production of matrix metalloproteinase-9 (MMP-9), the activity of which correlated with the metastatic ability of mouse B16 melanoma variants [2, 3]. In the intracellular signaling pathway for acidic pHe-induced MMP-9 expression, phospholipase D1 (PLD1) - mitogen activated protein (MAP) kinases (extracellular signal-regulated kinase1/2 and p38) - nuclear factor-κB (NF-κB) pathway plays an important role [4]. Acidic sphingomyelinase is also associated with NF-κB activation [5]. Importantly, acidic pHe-induced PLD1 activation is due to both the up-regulation of Ca2+ influx through voltage-gated Ca2+ channels and the activation of RhoA [5, 6]. Moreover, in some models, acidic pHe has been reported to alter cell shape, from epithelial to fibroblastic [2, 7–9].
Melastatin (melastatin 1/TRPM1) is the first molecule of the transient receptor potential melastatin (TRPM) family to be identified. Although the level of expression of TRPM1 is inversely correlated with metastasis of human melanoma [10]. A recent study, however, showed that TRPM1 did not predict overall survival in patients with clinical AJCC stages I and II melanoma [11]. TRPM belongs to a non-selective cation channel family with six transmembrane structures. Although eight genes have been identified, TRPM4 and TRPM5 are the only Ca2+-activated nonselective monovalent cation channels, which carry Na+, K+, and Cs+ ions, and may be important for membrane depolarization that triggers neuronal responses [12, 13]. TRPM5 has been reported to be associated with sweet and umami, but not sour, taste signaling in taste buds in a heat-dependent manner [14, 15]. Interestingly, TRPM5 activity is affected by acidic pHe, resulting in a rapid reversible block in current (IC50 pH = 6.2) and a slower irreversible inactivation of current [13].
Tumor invasion and metastasis are regulated by membrane potential through potassium and sodium channels and exchangers, so that experimental inhibition of these channels successfully reduces tumor metastasis. For example, inhibition of the potassium channels, KCNK9 [16], Kv10.1 [17], hEag1 [18], and HERG1 [19] inhibited tumor metastasis, as did inhibition of the sodium channels, Na(v1.4) [20] and Na(v)1.5 [21] and the sodium proton exchanger, NHE1 [22, 23].
Although intracellular Ca2+, which is apparently increased by acidic pHe [5], indirectly activates PLD1 through protein kinase Cα (PKCα), a conventional PKC isotype dependent on Ca2+ and diacylglycerol [24], the PKC activator phorbol-12-myristate-13-acetate (TPA) could not mimic acidic pHe-induced MMP-9 expression by mouse B16 cells at neutral pHe [2], suggesting that elevation of intracellular Ca2+ affects other targets. Our preliminary experiments using K+- and Na+-sensitive fluorescent dyes, such as the K+-binding dye benzofuran isophthalate (PBFI-AM) and the Na+-binding dye benzofuran isophthalate (SBFI-AM), showed that PBFI-AM, but not SBFI-AM, dose-dependently inhibited acidic pHe-induced MMP-9 production. These findings prompted a determination as to whether TRPM5, a transient Ca2+-activated cation channel, is involved in the acidic pHe signaling that induces MMP-9 expression in melanoma.
RESULTS
Trpm5 mRNA is highly expressed in the metastatic B16 melanoma variant BL6
Levels of Trpm5 mRNAs were compared in F1 (low metastatic), F10 (highly metastatic experimentally but not spontaneously) and BL6 (highly metastatic in both models) [10, 25, 26]. In addition, levels of Trpm1 mRNA, a prototype of TRPM, were compared, as these levels were found to inversely correlate with metastatic ability [10, 25, 26]. Levels of Trpm1 mRNA expression among B16 melanoma variants were in the descending order BL6, F1, and F10, but were not affected by acidic pHe (Figure 1A). In contrast, Trpm5 mRNA expression was detected in all three variants, being relatively high in BL6 cells but low in F1 and F10 cells. In addition, Trpm5 mRNA expression was significantly induced in all variants by acidic pHe. Especially, the induction in BL6 cells was extremely stimulated by acidic pHe (Figure 1B). All variant cell lines tested were positive for mRNAs encoding other subtypes of Trpm, except for Trpm4b, Trpm6, and Trpm8. Although levels of Trpm3a and Trpm4a mRNAs were higher at acidic than at neutral pHe, these levels did not correlate with the metastatic ability of B16 melanoma variants (data not shown).
TRPM5 reduction inhibits acidic pHe-induced MMP-9 expression
To determine the association between TRPM5 and acidic pHe signaling, we tested the effect of siRNA specific for Trpm5 mRNA on MMP-9 production at acidic pHe. The siRNA for Trpm5 markedly reduced pHe-induced MMP-9 expression (Figure 2A–2C and Supplementary Figure 1), suggesting that TRPM5 is involved in acidic pHe signaling that induces MMP-9 production. In addition, Trpm5 siRNA inhibited acidic pHe-induced cellular elongation, to a fibroblastic shape characteristic of changes associated with epithelial mesenchymal transition (EMT) (Figure 2D and Supplementary Figure 2).
Enforced expression of TRPM5 amplifies acidic pHe signaling
To determine whether TRPM5 can sensitize cells to acidic pHe, thereby inducing MMP-9 expression, a Trpm5 gene expression vector was introduced into BL6 cells. Cell clones expressing high levels of TRPM5 protein were tested for the ability of acidic pHe to induce MMP-9 (Figure 3A). As expected, cells expressing high TRPM5 levels showed an increase in acidic pHe-induced MMP-9 expression, but there was no effect on cell proliferation (Figure 3B–3D). Because the highest pH to induce MMP-9 production by both mock control and TRPM5-overexpressing cells was 7.2, these results suggested that the effect of pH on MMP-9 production was due to amplification of the acidic pHe signal rather than to an increase in critical pHe. As reported previously [6], acidic pHe increased stress fiber formation, an effect enhanced by the forced expression of the Trpm5 gene (Figure 3E and Supplementary Figure 3). Because TRPM5 activity is thermo-dependent [14], we also tested the effect of incubation temperature on acidic pHe-induced MMP-9 production. The acidic pHe induction of MMP-9 at 37°C was obviously reduced when cells were incubated at 30°C or 25°C while Trpm5 and MMP2 mRNA expression were not inhibited between neutral and acidic pHe at each temperature, showing that channel activity of TRPM5 required to transduce acidic pHe signaling (Supplementary Figure 4).
Enforced expression of Trpm5 induces experimental lung metastasis
Injection of Trpm5 transfectants into the tail veins of mice doubled the number of metastasized foci in the lungs observed following injection of mock transfectants (Figure 4). This result clearly indicated that TRPM5 plays an important role in the pulmonary metastasis of melanoma cells.
Triphenylphosphine oxide (TPPO) treatment reduces acidic pHe-induced MMP-9 production and spontaneous metastasis of melanoma
The ability of chemotherapy targeting TRPM5 to prevent lung metastasis was assessed by evaluating the effect of TTPO, a pharmacologic inhibitor of TRPM5 activity [27], on acidic pHe-induced MMP-9 expression. As expected, TPPO dose-dependently inhibited acidic pHe-induced MMP-9 production (IC50: 41 mM after 24 h) (Figure 5A and 5B), but did not reduce cell viability. Rather, high concentrations of TPPO slightly promoted cell growth (Figure 5C). Although acidic pHe induced Trpm5 gene expression, TPPO did not reduce the level of Trpm5 mRNA (Figure 5D). However, it inhibited acidic pHe-induced NF-κB activity and expression of EMT-related genes, such as Mmp9, Vim (vimentin), and Cdh2 (N-cadherin) (Figure 6). These results suggested that EMT-related gene expression was up-regulated by acidic pHe through TRPM5 and that pharmacological inhibition of TRPM5 activity was effective in preventing acidic pHe-induced EMT. Because acidic pHe induced Trpm5 mRNA expression and this induction was not inhibited by TPPO, the mechanism involved in the up-regulation of Trpm5 mRNA expression differs from that involved in the induction of Mmp9 and other genes. Finally, TRPM5 was targeted in melanoma bearing mice by treatment with TPPO. B16-BL6 cells were inoculated into the left footpads of these mice, followed by subcutaneous injection of TPPO every other day. Three weeks after cell injection, and while continuing TPPO administration, the limb containing the primary tumor was amputated. Four weeks later, the mice were sacrificed and the numbers of metastatic foci were counted. TPPO treatment clearly prevented pulmonary metastasis of B16-BL6 cells (Figure 7A), but had no effect on the primary tumor mass or on body weight (Figure 7B–7D). Because TRPM5 has been reported associated with insulin secretion [28], casual blood glucose (CBG) levels were measured after TPPO treatment. TPPO did not significantly affect blood glucose concentrations in these mice (Figure 7E).
Expression of TRPM5 in tumor patients
We further checked whether TRPM5 expression predicts clinical outcome for human melanoma patients. Immunohistochemical staining of clinical specimens showed that all primary (Figure 8A) and secondary (Figure 8B) lesions were positive for TRPM5 protein, with no significant difference in TRPM5 protein levels between primary and metastatic sites (Table 1). In silico analysis of TRPM5 mRNA levels in clinical samples from cancer patients were correlated with overall survival using an open database. High TRPM5 expression in melanoma patients was associated with shorter survival time (Figure 9A). Interestingly, this correlation was much clearer in gastric cancer patients (Figure 9B), but was not observed in patients with ovarian (Figure 9C), lung (Figure 9D), breast (Figure 9E) and rectal (Figure 9F) cancer. These findings suggested that TRPM5 expression is closely associated with prognosis in patients with melanoma and gastric cancer, but not in patients with other tumor types.
Table 1. Immunocytochemistry of TRPM5 expression in melanoma patients.
Site | Intensity | |
---|---|---|
++ | +++ | |
Primarya) | 6 (40%) | 9 (60%) |
Secondaryb) | 9 (47%) | 10 (53%) |
a)13 in skin, 1 in eyeball, and 1 in nasal cavity
b)8 in lymph node, 6 in skin, 2 in brain, 1 in soft tissue, 1 in lung, and 1 in liver.
P = 0.468
DISCUSSION
We previously reported that acidic pHe induces MMP9 production in mouse B16 melanoma cells and cell invasion through type IV collagen sheets, as well as activating intracellular signaling pathways [4]. These pathways involve Ca2+-triggered PLD activation followed by activation of MAP kinases (extracellular signal-regulated kinase1/2 and p38) and NF-κB [4]. Acidic sphingomyelinase is also involved in acidic pHe induction of NF-κB [5]. PLD1, but not PLD2, was shown to contribute to acidic pHe-induced MMP-9 signaling, with RhoA activating PLD1 [6]. The present study further explored this acidic pHe sensing system, finding that TRPM5 was involved in acidic pHe-induced MMP-9 expression. The TRPM5 inhibitor TPPO significantly inhibited spontaneous metastasis to the lungs. In addition, in silico analysis showed a significant correlation between high levels of TRPM5 expression and shorter overall survival in patients with melanoma and gastric cancer, but not in patients with cancers of the lung, breast, and rectum. These findings suggest that TRPM5 may be a potential therapeutic target, as its inhibition may prevent metastasis and prolong overall survival of patients with melanoma and gastric cancer. This study also found that Trpm5 mRNA expression was induced by acidic pHe but that this induction was not inhibited by TPPO treatment.
In mice, most Trpm5 mRNA is present in organs such as the taste buds, stomach, and small intestine [29]. The present study showed that overall survival of gastric cancer patients was significantly shorter in patients with high than low levels of TRPM5. Chronic gastritis and peptic ulcers are closely associated with the development of gastric cancer [30], as tumor cells seem to selectively grow in these environments. Taken together, these findings indicate that TRPM5 may be associated with cell adaptation to acidic pHe.
Molecular targeting chemotherapy agents inhibit the growth of tumor cells and/or induce their apoptosis. These agents include imatinib and ponatinib, which inhibit BCR-ABL tyrosine-kinase and are used to treat chronic myelogenous leukemia (CML) and gastrointestinal stromal tumors (GISTs) [31, 32]; gefitinib, erlotinib, and afatinib, which inhibit epidermal growth factor receptor (EGFR) tyrosine kinase and are used to treat lung cancer [33]; and trastuzumab, an anti-HER2 antibody, which is used to treat breast cancer [34]. Inhibitory agents targeting the Warburg effect include echinomycin (NSC-13502), which targets HIF1 [35]; HOE 642 (Caripride) [23, 36], zoniporide (CP-597,396) [37], EMD 84021, EMD 94309, and EMD 96785 (eniporide) [38], which target Na+/H+-exchanger 1 (NHE1); and sulfonamide (sulfamates), coumarins, and girentuximab (monoclonal antibody against G250 antigen), which target CAIX [39]. These drugs inhibit the generation of acidic pHe microenvironments. Because acidic pHe induces MMP-9 expression and cell migration into type IV collagen sheets [2], we hypothesized that acidic pHe is not only a consequence of the Warburg effect but a trigger of the metastatic phenotype. Our hypothesis has been confirmed by evidence, from not only our group but also other groups, showing that acidic pHe induces the disruption of extracellular matrices, as well as tumor invasion and metastasis [40–48]. Agents that target the acidic pHe sensing machinery, such as ASIC1a [49, 50] and TRPV1 (vanilloid receptor) [51], can prevent tumor growth. TRPV1, which can be activated by chemical stimuli such as capsaicin, H+, and heat, is a pain receptor [52–54]. Administration of capsazepine, an antagonist for TRPV1, has been found to prevent cutaneous vasodilation [55], suggesting that capsazepine may be a promising candidate for prevention of tumor growth, although its ability to prevent metastasis remains unclear. On the other hand, we showed that constitutive expression of TRPM5 is apparently uninvolved in tumor growth in vivo. Moreover, TPPO treatment did not reduce tumor growth in vivo; rather, high concentrations of TPPO slightly enhanced tumor growth in vitro, perhaps due to a side effect of TPPO. Clinically, therefore, TRPM5 inhibitors may be administered together with cytostatic and/or cytotoxic agents. Because TRPM7 contributes to the invasiveness of glioblastoma in vitro [56], antagonism of TRPM7 may prevent tumor metastasis.
TRPs have been divided into seven sub-families: TRPC (canonical), TRPV (vanilloid), TRPM (melastatin), TRPML (mucolipin), TRPP (polycystin), and TRPA (ankyrin transmembrane protein) and TRPN (nomPClike) [15]. In silico analysis of the survival rates of 14 types of tumor expressing 27 types of TRPs showed that high levels of expression of TRPC4, TRPM3, TRPP1, and TRPA1 correlated with significantly better survival rate in patients with clear cell renal cell carcinoma while TRPC4 was found to be closely associated with incidence of head and neck cancer [57]. That study, however, did not analyze TRPM5 expression in melanoma and gastric cancer. The present study found that high levels of TRPM5 expression correlated with significantly shorter overall survival. Unexpectedly, however, immunohistochemical staining for TRPM5 showed no correlation with metastasis. This may be explained by differences between mRNA and the protein half-life of TRPM5. The single nucleotide polymorphism (SNP) database of the National Center for Biotechnology Information of the U.S. National Library of Medicine (http://www.ncbi.nlm.nih.gov/snp/?term=TRPM5) currently includes 10344 SNPs for human TRPM5, suggesting that mutations in TRPM5 may contribute to tumor metastasis. Further studies are needed to clarify the relationship between the polymorphism and the channel activity of TRPM5. It is also necessary to determine which monovalent cation ion permeabilizing through TRPM5 is involved in acidic pHe signaling for MMP-9 production.
In conclusion, this study is the first to show that TRPM5 is associated with acidic pHe-signaling in Mmp9 mRNA expression in B16-BL6 melanoma cells and that pharmacological inhibition of TRPM5 successfully inhibited their spontaneous metastasis. TRPM5 may be a promising target to prevent lung metastasis of some kinds of tumors.
MATERIALS AND METHODS
Reagents
Dulbecco’s modified Eagle’s medium (DMEM), Ham’s F12 medium, and High Capacity RNA-to-cDNA kits were purchased from Life Technologies (Grand Island, NY, USA). Rhodamine-phalloidin was from Cytoskeleton, Inc. (Denver, CO, USA). The Dual-luciferase Assay System was from Promega (Madison, WI, USA). TPPO and glucose CII test kit were from Wako (Tokyo, Japan). Isogen total RNA extraction kits were purchased from Nippon Gene (Tokyo, Japan). Ex-Taq polymerase, SYBR Premix Ex Taq II and Xfect™ transfection reagent were from Takara Bio (Tokyo, Japan). Rhodamine-phalloidin was from Cytoskeleton, Inc. (Denver, CO, USA). Fetal bovine serum (FBS) was from Hyclone (South Logan, UT, USA). The blocking reagent N102 was from NOF (Tokyo, Japan). Immobilon-P PVDF membranes and chemiluminescence reagent were from Merck Millipore (Billerica, MA, USA). Anti-TRPM5 polyclonal antibody was from Alomone Labs (Jerusalem, Israel), and anti-tubulin monoclonal antibody was from Santa Cruz (Dallas, TX, USA). Avidin-conjugated horseradish peroxidase (HRP) was from Bio-Rad (Hercules, CA, USA). Histofine immunohistochemical staining kits were from Nichirei Biosciences (Tokyo, Japan).
Vectors and vector construction
The plasmid pMEi8FL3, into which the mouse Trpm5 gene had been inserted, was the kind gift of Dr. Keiko Abe (University of Tokyo, Tokyo, Japan) [58]. The pIRESneo3 vector was purchased from Clontech (Takara Bio). The Trpm5 gene from pMEi8FL3 was subcloned into the EcoRI/NotI site of pIRESneo3.
The NF-κB-driven luciferase reporter construct (pNFκB-Luc) was purchased from Panomics (Fermont, CA, USA). The cytomegalovirus-driven Renilla luciferase reporter vector (pGL4.75[hRluc/CMV]) for normalization of transfection efficiency was from Promega.
Cells and cell culture
Mouse B16-F1, B16-F10, and B16-BL6 melanoma cells [2–6] were cultured in basal medium, consisting of a 1:1 mixture of DMEM and F12 supplemented with 15 mM HEPES, 4 mM H3PO4 1.8 g/l NaHCO3, 100 units/mL penicillin G, and 0.1 mg/ml streptomycin sulfate, adjusted to pH 7.4 with NaOH or pH 5.9 with HCl [5, 6]. For serial culture, cells were washed twice with Ca2+-Mg2+-free Dulbecco’s phosphate-buffered saline [PBS(-)], passaged with trypsin/EDTA and cultured in basal medium at pH 7.4 supplemented with 10% fetal bovine serum (FBS) at 37°C in a humidified atmosphere in a 5% CO2 incubator.
NF-κB activity
NF-κB activity was determined by transfection of an NF-κB-driven luciferase reporter vector (pNFκB-Luc) along with a CMV-driven Renilla luciferase reporter vector (pGL4.75[hRluc/CMV]) as described, with some modifications [4]. Briefly, B16-BL6 cells in 12-well plates were transfected with 2.5 μg of a 30:1 mixture of pNFκB-Luc and pGL4.75[hRluc/CMV] per well using Xfect™. Reporter activity was measured using the dual-luciferase reporter assay system according to the manufacturer’s protocol.
Trpm5 mRNA knock down
An siRNA oligonucleotide, 5′-GUUGAUGAGGCUCGUGUGAAU-3′ (Nippon Gene, Tokyo, Japan) was constructed to knock down Trpm5 mRNA expression in B16-BL6 cells.
RT-PCR and RT-qPCR
Total RNA was purified with Isogen and reverse-transcribed to cDNA using a High-Capacity cDNA Reverse Transcription Kit. The target sequence was amplified by Ex-Taq polymerase and SYBR Premix Ex Taq II in a Thermal Cycler Dice Real Time System (TP-870, Takara Bio) using specific primer sequences for Mmp9 (85 bp), 5′-gcc ctg gaa ctc aca cga ca-3′ (upstream) and 5′-ttg gaa act cac acg cca gaa-3′ (downstream); Mmp2 (125 bp), 5′-aac ggt cgg gaa tac agc ag-3′ (upstream) and 5′-gta aac aag gct tca tgg ggg-3′ (downstream); Vim (vimentin, 198 bp), 5′-gga cgt ttc caa gcc tga cct c-3′ (upstream) and 5′-ccg gta ctc gtt tga ctc ctg c-3′ (downstream); Cdh2 (N-cadherin, 132 bp) 5'-gca ttc agc acc cac ctc agt c-3' (upstream) and 5'-tca gca tgg tac ctg cgt gga g-3' (downstream); and Actb (b-actin, 85 bp), 5′-cat ccg taa aga cct cta tgc caa c-3′ (upstream) and 5′-atg gag cca ccg atc cac a-3′ (downstream) [7]. The level of expression of each target gene was normalized relative to the level of Actb mRNA in the same samples.
Zymography
MMP-9 activity was determined by zymography as described [2, 3, 7]. Briefly, cells were cultured in a serum-free medium for 24 h. The proteins in the conditioned medium (CM) were precipitated with acetone and separated by electrophoresis in gelatin-containing 7.5% polyacrylamide gels in the presence of sodium dodecyl sulfate (SDS), without prior heating or reduction. After electrophoresis, the gels were treated with 2.5% Triton-X100 in Tris-HCl (pH 7.5) / 5 mM NaCl to remove SDS, incubated in 50 mM Tris-HCl (pH 7.5) / 10 mM CaCl2 for 24 h, and stained with Coomassie Brilliant Blue R-250.
Western blot analysis
Cells were lysed in RIPA buffer containing inhibitor cocktail as described [5, 59]. Proteins in cell lysate were separated by SDS-acrylamide electrophoresis and transferred onto Immobilon-P polyvinylidene fluoride membranes. The resultant membranes were blocked with TBS-T (20 mM Tris-HCl [pH 7.5], 150 mM NaCl, and 0.05% Tween 20) containing 20% blocking regent N102 and treated sequentially with primary antibody, biotin-conjugated secondary antibody, and avidin-conjugated horseradish peroxidase. Signals were detected with enhanced chemiluminescence reagents. Anti-a-tubulin antibody was used as a loading control.
Actin stress fiber staining
Cells were seeded on glass coverslips in DMEM/F12 (pH 7.4) supplemented with 10% FBS and incubated overnight. The cells were washed twice with PBS(-) and once with serum-free DMEM/F12 (pH 7.4), incubated with DMEM/F12 (pH 7.4 or 5.9) for 24 h, fixed in 4% paraformaldehyde/PBS(-) and permeabilized by exposure to 0.2% Triton X-100/PBS for 2 min [7]. After washing with PBS(-), the cells were incubated with 20% N102 blocking reagent in PBS(-) and with rhodamine-phalloidin (1 U/ml) for 30 min at room temperature. Fluorescent signals were detected using a fluorescence microscope (Axio Imager Z1; Carl Zeiss, Oberkochen, Germany).
CBG level
CBG level was measured using a glucose CII test kit according to the manufacturer’s instructions.
Tumor size measurement
Tumor volumes were calculated using the formula: 1/6 × π × Length (mm) × Width (mm) × Height (mm) [60].
Lung metastasis
All experimental protocols on animals were performed in accordance with the guidelines of the Ministry of Education, Culture, Sports, Science and Technology and the Ministry of Health, Labor and Welfare of Japan and were approved by the Animal Experimental Committee of Ohu University (Koriyama, Japan). Throughout all experiments, mice were anesthetized with a mixture of medetomidine-hydrochloride, midazolam, and butorphanol-tartrate [61, 62].
B16-BL6 cells were trypsinized, resuspended in serum-containing DMEM/F12 (pH 7.4), and incubated at 37°C for 1 h. The cells were washed twice with PBS(-), and resuspended in ice cold PBS(-). In experimental metastasis assays [63], 5 × 106 cells/200 µl/mouse were injected into the tail vein of 7-week-old male C57BL/6 mice (Clea Japan, Tokyo, Japan). Three weeks later, the mice were sacrificed, their lungs were removed and the numbers of metastatic foci counted. Data are representative of two independent experiments.
In spontaneous metastasis assays [64–69], 5 × 105 cells/30 µl/mouse were injected into the left footpad of anesthetized 7-week-old male C57BL/6 mice. Beginning 2 days later, TPPO (10 mg/kg), dissolved in DMSO [27, 70], was subcutaneously administered every other day. After 3 weeks, the mice were anesthetized and their left feet, containing the primary tumors, were amputated. After an additional 4 weeks, the mice were sacrificed, their lungs were removed and the numbers of metastatic foci counted. Data are combined from three independent experiments.
Immunohistochemical staining of TRPM5 in pathological specimens
Biopsy or surgically resected specimens were collected from 30 patients diagnosed with melanoma from 2002 to 2012 at Fukuoka University Hospital, Fukuoka, Japan. None had received chemotherapy, radiotherapy, or any other adjunct to surgery. Fifteen patients had primary tumors, including 13 in the skin, one in the eyeball, and one in the nasal cavity; and 15 had metastases, including eight in lymph nodes, six in skin, two in the brain, and one each in the lung and liver. Paraffin-embedded samples (5 μm thick) were pre-treated by incubation in a microwave oven for 10 min in 10 mM citrate buffer (pH 6.0). The samples were immunohistochemically stained with anti-Trpm5 polyclonal antibody (1:100) using a Histofine immunohistochemical staining kit (Nichirei, Tokyo, Japan). Color was developed with alkaline phosphatase and Fast Red. Specimens were counter stained for nuclei with methyl green. The intensity of staining was compared with that in endothelial cells (ECs) and scored as stronger than ECs (+++), equal to ECs (++), weaker than ECs (+), and negative (–).
The clinical study confirmed to Japanese ethical guidelines for clinical and epidemiological studies, based on the Declaration of Helsinki, and was approved (reference #16–4-10) by the Ethics Committee of Fukuoka University (Fukuoka, Japan). All patients provided written informed consent.
In silico analysis for association of patient outcome with gene expression
Gene expression data were downloaded from open databases, including the Gene Expression Omnibus (GEO; https://www.ncbi.nlm.nih.gov/geo) databases GSE19234 for melanoma and GSE87211 for rectal cancer; and the KM-plotter database (http://kmplot.com/analysis/index.php?p=background) for gastric, ovarian, breast, and lung cancer [71].
Statistical analysis
Results were expressed as mean ± SE. Student’s t-test was used to compare two independent samples. Data of in vitro assays were representative of two or more independent experiments, each of which contained triplicate samples, unless otherwise noted. Immunohistochemistry results were compared by Fisher’s exact test, and overall survival was compared by the Wilcoxon test. A P value < 0.05 was considered statistically significant.
SUPPLEMENTARY MATERIALS FIGURES
ACKNOWLEDGMENTS AND FUNDING
We sincerely thank Dr. Keiko Abe (University of Tokyo, Tokyo, Japan) and Dr. Yuzo Ninomiya (Kyushu University, Fukuoka, Japan) for mouse Trpm5 gene-inserted pMEi8FL3 and Dr. Minoru Wakamori (Tohoku University, Sendai, Japan) for critical suggestions for this study. This work was supported by JSPS KAKENHI Grant Number JP16K11517 (to YK).
Author contributions
Conceptualization of this work was done by KM and YK. Investigation was by TM, AS, KK, CM, YM, SO, RH, YN, KN, and YK. Validation was by TM, AS, KK, CM, YM, SO, RH, YN, KN, KM, YK. Visualization was by TM, KK, and YK. Writing of the original draft was by TM, AS, YK and reviewing and editing of the final version were by all of the authors.
CONFLICTS OF INTEREST
We have no conflicts of interest to disclose.
REFERENCES
- 1.Kato Y, Ozawa S, Miyamoto C, Maehata Y, Suzuki A, Maeda T, Baba Y. Acidic extracellular microenvironment and cancer. Cancer Cell Int. 2013;13:89. doi: 10.1186/1475-2867-13-89. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Kato Y, Nakayama Y, Umeda M, Miyazaki K. Induction of 103-kDa gelatinase/type IV collagenase by acidic culture conditions in mouse metastatic melanoma cell lines. J Biol Chem. 1992;267:11424–11430. [PubMed] [Google Scholar]
- 3.Kato Y, Ozono S, Shuin T, Miyazaki K. Slow induction of gelatinase B mRNA by acidic culture conditions in mouse metastatic melanoma cells. Cell Biol Int. 1996;20:375–377. doi: 10.1006/cbir.1996.0044. [DOI] [PubMed] [Google Scholar]
- 4.Kato Y, Lambert CA, Colige AC, Mineur P, Noël A, Frankenne F, Foidart JM, Baba M, Hata R, Miyazaki K, Tsukuda M. Acidic extracellular pH induces matrix metalloproteinase-9 expression in mouse metastatic melanoma cells through the phospholipase D-mitogen-activated protein kinase signaling. J Biol Chem. 2005;280:10938–10944. doi: 10.1074/jbc.M411313200. [DOI] [PubMed] [Google Scholar]
- 5.Kato Y, Ozawa S, Tsukuda M, Kubota E, Miyazaki K, St-Pierre Y, Hata R. Acidic extracellular pH increases calcium influx-triggered phospholipase D activity along with acidic sphingomyelinase activation to induce matrix metalloproteinase-9 expression in mouse metastatic melanoma. FEBS J. 2007;274:3171–3183. doi: 10.1111/j.1742-4658.2007.05848.x. [DOI] [PubMed] [Google Scholar]
- 6.Maeda T, Yuzawa S, Suzuki A, Baba Y, Nishimura Y, Kato Y. RhoA mediates the expression of acidic extracellular pH-induced matrix metalloproteinase-9 mRNA through phospholipase D1 in mouse metastatic B16-BL6 melanoma cells. Int J Oncol. 2016;48:1251–1257. doi: 10.3892/ijo.2016.3322. [DOI] [PubMed] [Google Scholar]
- 7.Suzuki A, Maeda T, Baba Y, Shimamura K, Kato Y. Acidic extracellular pH promotes epithelial mesenchymal transition in Lewis lung carcinoma model. Cancer Cell Int. 2014;14:129. doi: 10.1186/s12935-014-0129-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Peppicelli S, Bianchini F, Torre E, Calorini L. Contribution of acidic melanoma cells undergoing epithelial-to-mesenchymal transition to aggressiveness of non-acidic melanoma cells. Clin Exp Metastasis. 2014;31:423–433. doi: 10.1007/s10585-014-9637-6. [DOI] [PubMed] [Google Scholar]
- 9.Peppicelli S, Bianchini F, Toti A, Laurenzana A, Fibbi G, Calorini L. Extracellular acidity strengthens mesenchymal stem cells to promote melanoma progression. Cell Cycle. 2015;14:3088–3100. doi: 10.1080/15384101.2015.1078032. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Duncan LM, Deeds J, Hunter J, Shao J, Holmgren LM, Woolf EA, Tepper RI, Shyjan AW. Down-regulation of the novel gene melastatin correlates with potential for melanoma metastasis. Cancer Res. 1998;58:1515–1520. [PubMed] [Google Scholar]
- 11.Brożyna AA, Guo H, Yang SE, Cornelius L, Linette G, Murphy M, Sheehan C, Ross J, Slominski A, Carlson JA. TRPM1 (melastatin) expression is an independent predictor of overall survival in clinical AJCC stage I and II melanoma patients. J Cutan Pathol. 2017;44:328–337. doi: 10.1111/cup.12872. [DOI] [PubMed] [Google Scholar]
- 12.Lazzeri M, Costantini E, Porena M. TRP family proteins in the lower urinary tract: translating basic science into new clinical prospective. Ther Adv Urol. 2009;1:33–42. doi: 10.1177/1756287209103922. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Liu D, Zhang Z, Liman ER. Extracellular acid block and acid-enhanced inactivation of the Ca2+-activated cation channel TRPM5 involve residues in the S3-S4 and S5-S6 extracellular domains. J Biol Chem. 2005;280:20691–20699. doi: 10.1074/jbc.M414072200. [DOI] [PubMed] [Google Scholar]
- 14.Talavera K, Yasumatsu K, Voets T, Droogmans G, Shigemura N, Ninomiya Y, Margolskee RF, Nilius B. Heat activation of TRPM5 underlies thermal sensitivity of sweet taste. Nature. 2005;438:1022–1025. doi: 10.1038/nature04248. [DOI] [PubMed] [Google Scholar]
- 15.Liberati S, Morelli MB, Nabissi M, Santoni M, Santoni G. Oncogenic and anti-oncogenic effects of transient receptor potential channels. Curr Top Med Chem. 2013;13:344–366. doi: 10.2174/1568026611313030011. [DOI] [PubMed] [Google Scholar]
- 16.Sun H, Luo L, Lal B, Ma X, Chen L, Hann CL, Fulton AM, Leahy DJ, Laterra J, Li M. A monoclonal antibody against KCNK9 K+ channel extracellular domain inhibits tumour growth and metastasis. Nat Commun. 2016;7:10339. doi: 10.1038/ncomms10339. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Martínez R, Stühmer W, Martin S, Schell J, Reichmann A, Rohde V, Pardo L. Analysis of the expression of Kv10.1 potassium channel in patients with brain metastases and glioblastoma multiforme: impact on survival. BMC Cancer. 2015;15:839. doi: 10.1186/s12885-015-1848-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Hammadi M, Chopin V, Matifat F, Dhennin-Duthille I, Chasseraud M, Sevestre H, Ouadid-Ahidouch H. Human ether a-gogo K+ channel 1 (hEag1) regulates MDA-MB-231 breast cancer cell migration through Orai1-dependent calcium entry. J Cell Physiol. 2012;227:3837–3846. doi: 10.1002/jcp.24095. [DOI] [PubMed] [Google Scholar]
- 19.Menéndez ST, Rodrigo JP, Alvarez-Teijeiro S, Villaronga MÁ, Allonca E, Vallina A, Astudillo A, Barros F, Suárez C, García-Pedrero JM. Role of HERG1 potassium channel in both malignant transformation and disease progression in head and neck carcinomas. Mod Pathol. 2012;25:1069–1078. doi: 10.1038/modpathol.2012.63. [DOI] [PubMed] [Google Scholar]
- 20.Bennett ES, Smith BA, Harper JM. Voltage-gated Na+ channels confer invasive properties on human prostate cancer cells. Pflügers Arch Eur J Physiol. 2004;447:908–914. doi: 10.1007/s00424-003-1205-x. [DOI] [PubMed] [Google Scholar]
- 21.Fraser SP, Diss JK, Chioni AM, Mycielska ME, Pan H, Yamaci RF, Pani F, Siwy Z, Krasowska M, Grzywna Z, Brackenbury WJ, Theodorou D, Koyutürk M, et al. Voltage-gated sodium channel expression and potentiation of human breast cancer metastasis. Clin Cancer Res. 2005;11:5381–5389. doi: 10.1158/1078-0432.CCR-05-0327. [DOI] [PubMed] [Google Scholar]
- 22.Busco G, Cardone RA, Greco MR, Bellizzi A, Colella M, Antelmi E, Mancini MT, Dell’Aquila ME, Casavola V, Paradiso A, Reshkin SJ. NHE1 promotes invadopodial ECM proteolysis through acidification of the peri-invadopodial space. FASEB J. 2010;24:3903–3915. doi: 10.1096/fj.09-149518. [DOI] [PubMed] [Google Scholar]
- 23.Cardone RA, Greco MR, Zeeberg K, Zaccagnino A, Saccomano M, Bellizzi A, Bruns P, Menga M, Pilarsky C, Schwab A, Alves F, Kalthoff H, Casavola V, et al. A novel NHE1-centered signaling cassette drives epidermal growth factor receptor-dependent pancreatic tumor metastasis and is a target for combination therapy. Neoplasia. 2015;17:155–166. doi: 10.1016/j.neo.2014.12.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Oka M, Hitomi T, Okada T, Nakamura Si S, Nagai H, Ohba M, Kuroki T, Kikkawa U, Ichihashi M. Dual regulation of phospholipase D1 by protein kinase Cα in vivo. Biochem Biophys Res Commun. 2002;294:1109–1113. doi: 10.1016/S0006-291X(02)00614-9. [DOI] [PubMed] [Google Scholar]
- 25.Deeds J, Cronin F, Duncan LM. Patterns of melastatin mRNA expression in melanocytic tumors. Hum Pathol. 2000;31:1346–1356. [PubMed] [Google Scholar]
- 26.Prawitt D, Enklaar T, Klemm G, Gärtner B, Spangenberg C, Winterpacht A, Higgins M, Pelletier J, Zabel B. Identification and characterization of MTR1, a novel gene with homology to melastatin (MLSN1) and the trp gene family located in the BWS-WT2 critical region on chromosome 11p15.5 and showing allele-specific expression. Hum Mol Genet. 2000;9:203–216. doi: 10.1093/hmg/9.2.203. [DOI] [PubMed] [Google Scholar]
- 27.Palmer RK, Atwal K, Bakaj I, Carlucci-Derbyshire S, Buber MT, Cerne R, Cortés RY, Devantier HR, Jorgensen V, Pawlyk A, Lee SP, Sprous DG, Zhang Z, et al. Triphenylphosphine oxide is a potent and selective inhibitor of the transient receptor potential melastatin-5 ion channel. Assay Drug Dev Technol. 2010;8:703–713. doi: 10.1089/adt.2010.0334. [DOI] [PubMed] [Google Scholar]
- 28.Brixel LR, Monteilh-Zoller MK, Ingenbrandt CS, Fleig A, Penner R, Enklaar T, Zabel BU, Prawitt D. TRPM5 regulates glucose-stimulated insulin secretion. Pflügers Arch Eur J Physiol. 2010;460:69–76. doi: 10.1007/s00424-010-0835-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Pérez CA, Huang L, Rong M, Kozak JA, Preuss AK, Zhang H, Max M, Margolskee RF. A transient receptor potential channel expressed in taste receptor cells. Nat Neurosci. 2002;5:1169–1176. doi: 10.1038/nn952. [DOI] [PubMed] [Google Scholar]
- 30.Kelley JR, Duggan JM. Gastric cancer epidemiology and risk factors. J Clin Epidemiol. 2003;56:1–9. doi: 10.1016/s0895-4356(02)00534-6. [DOI] [PubMed] [Google Scholar]
- 31.Pasic I, Lipton JH. Current approach to the treatment of chronic myeloid leukaemia. Leuk Res. 2017;55:65–78. doi: 10.1016/j.leukres.2017.01.005. [DOI] [PubMed] [Google Scholar]
- 32.Garner AP, Gozgit JM, Anjum R, Vodala S, Schrock A, Zhou T, Serrano C, Eilers G, Zhu M, Ketzer J, Wardwell S, Ning Y, Song Y, et al. Ponatinib inhibits polyclonal drug-resistant KIT oncoproteins and shows therapeutic potential in heavily pretreated gastrointestinal stromal tumor (GIST) patients. Clin Cancer Res. 2014;20:5745–5755. doi: 10.1158/1078-0432.CCR-14-1397. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Yang Z, Hackshaw A, Feng Q, Fu X, Zhang Y, Mao C, Tang J. Comparison of gefitinib, erlotinib and afatinib in non-small cell lung cancer: A meta-analysis. Int J Cancer. 2017;140:2805–2819. doi: 10.1002/ijc.30691. [DOI] [PubMed] [Google Scholar]
- 34.Jackisch C, Lammers P, Jacobs I. Evolving landscape of human epidermal growth factor receptor 2-positive breast cancer treatment and the future of biosimilars. Breast. 2017;32:199–216. doi: 10.1016/j.breast.2017.01.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Kong D, Park EJ, Stephen AG, Calvani M, Cardellina JH, Monks A, Fisher RJ, Shoemaker RH, Melillo G. Echinomycin, a small-molecule inhibitor of hypoxia-inducible factor-1 DNA-binding activity. Cancer Res. 2005;65:9047–9055. doi: 10.1158/0008-5472.CAN-05-1235. [DOI] [PubMed] [Google Scholar]
- 36.Harguindey S, Arranz JL, Polo Orozco JD, Rauch C, Fais S, Cardone RA, Reshkin SJ. Cariporide and other new and powerful NHE1 inhibitors as potentially selective anticancer drugs--an integral molecular/biochemical/metabolic/clinical approach after one hundred years of cancer research. J Transl Med. 2013;11:282. doi: 10.1186/1479-5876-11-282. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Tracey WR, Allen MC, Frazier DE, Fossa AA, Johnson CG, Marala RB, Knight DR, Guzman-Perez A. Zoniporide: a potent and selective inhibitor of the human sodium-hydrogen exchanger isoform 1 (NHE-1) Cardiovasc Drug Rev. 2003;21:17–32. doi: 10.1111/j.1527-3466.2003.tb00103.x. [DOI] [PubMed] [Google Scholar]
- 38.Fischer H, Seelig A, Beier N, Raddatz P, Seelig J. New drugs for the Na+/H+ exchanger. Influence of Na+ concentration and determination of inhibition constants with a microphysiometer. J Membrane Biol. 1999;168:39–45. doi: 10.1007/s002329900496. [DOI] [PubMed] [Google Scholar]
- 39.McDonald PC, Winum JY, Supuran CT, Dedhar S. Recent developments in targeting carbonic anhydrase IX for cancer therapeutics. Oncotarget. 2012;3:84–97. doi: 10.18632/oncotarget.422. http://doi.org/10.18632/oncotarget.422. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Martínez-Zaguilán R, Seftor EA, Seftor RE, Chu YW, Gillies RJ, Hendrix MJ. Acidic pH enhances the invasive behavior of human melanoma cells. Clin Exp Metastasis. 1996;14:176–186. doi: 10.1007/BF00121214. [DOI] [PubMed] [Google Scholar]
- 41.Webb SD, Sherratt JA, Fish RG. Alterations in proteolytic activity at low pH and its association with invasion: a theoretical model. Clin Exp Metastasis. 1999;17:397–407. doi: 10.1023/a:1006667303583. [DOI] [PubMed] [Google Scholar]
- 42.Kalliomäki T, Hill RP. Effects of tumour acidification with glucose+MIBG on the spontaneous metastatic potential of two murine cell lines. Br J Cancer. 2004;90:1842–1849. doi: 10.1038/sj.bjc.6601766. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Rofstad EK, Mathiesen B, Kindem K, Galappathi K. Acidic extracellular pH promotes experimental metastasis of human melanoma cells in athymic nude mice. Cancer Res. 2006;66:6699–6707. doi: 10.1158/0008-5472.CAN-06-0983. [DOI] [PubMed] [Google Scholar]
- 44.Lora-Michiels M, Yu D, Sanders L, Poulson JM, Azuma C, Case B, Vujaskovic Z, Thrall DE, Charles HC, Dewhirst MW. Extracellular pH and P-31 magnetic resonance spectroscopic variables are related to outcome in canine soft tissue sarcomas treated with thermoradiotherapy. Clin Cancer Res. 2006;12:5733–5740. doi: 10.1158/1078-0432.CCR-05-2669. [DOI] [PubMed] [Google Scholar]
- 45.Al-Husari M, Webb SD. Acid-mediated tumour cell invasion: a discrete modelling approach using the extended Potts model. Clin Exp Metastasis. 2013;30:793–806. doi: 10.1007/s10585-013-9579-4. [DOI] [PubMed] [Google Scholar]
- 46.Peppicelli S, Bianchini F, Contena C, Tombaccini D, Calorini L. Acidic pH via NF-κB favours VEGF-C expression in human melanoma cells. Clin Exp Metastasis. 2013;30:957–967. doi: 10.1007/s10585-013-9595-4. [DOI] [PubMed] [Google Scholar]
- 47.Sudhan DR, Siemann DW. Cathepsin L inhibition by the small molecule KGP94 suppresses tumor microenvironment enhanced metastasis associated cell functions of prostate and breast cancer cells. Clin Exp Metastasis. 2013;30:891–902. doi: 10.1007/s10585-013-9590-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Justus CR, Dong L, Yang LV. Acidic tumor microenvironment and pH-sensing G protein-coupled receptors. Front Physiol. 2013;4:354. doi: 10.3389/fphys.2013.00354. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Chen B, Liu J, Ho TT, Ding X, Mo YY. ERK-mediated NF-κB activation through ASIC1 in response to acidosis. Oncogenesis. 2016;5:e279. doi: 10.1038/oncsis.2016.81. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Gupta SC, Singh R, Asters M, Liu J, Zhang X, Pabbidi MR, Watabe K, Mo YY. Regulation of breast tumorigenesis through acid sensors. Oncogene. 2016;35:4102–4111. doi: 10.1038/onc.2015.477. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Gonzales CB, Kirma NB, De La Chapa JJ, Chen R, Henry MA, Luo S, Hargreaves KM. Vanilloids induce oral cancer apoptosis independent of TRPV1. Oral Oncol. 2014;50:437–447. doi: 10.1016/j.oraloncology.2013.12.023. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Szallasi A, Sheta M. Targeting TRPV1 for pain relief: limits, losers and laurels. Expert Opin Inv Drug. 2012;21:1351–1369. doi: 10.1517/13543784.2012.704021. [DOI] [PubMed] [Google Scholar]
- 53.Fischer MJ, Reeh PW, Sauer SK. Proton-induced calcitonin gene-related peptide release from rat sciatic nerve axons, in vitro, involving TRPV1. Eur J Neurosci. 2003;18:803–810. doi: 10.1046/j.1460-9568.2003.02811.x. [DOI] [PubMed] [Google Scholar]
- 54.Rukwied R, Chizh BA, Lorenz U, Obreja O, Margarit S, Schley M, Schmelz M. Potentiation of nociceptive responses to low pH injections in humans by prostaglandin E2. J Pain. 2007;8:443–451. doi: 10.1016/j.jpain.2006.12.004. [DOI] [PubMed] [Google Scholar]
- 55.Wong BJ, Fieger SM. Transient receptor potential vanilloid type 1 channels contribute to reflex cutaneous vasodilation in humans. J Appl Physiol. 2012;112:2037–2042. doi: 10.1152/japplphysiol.00209.2012. [DOI] [PubMed] [Google Scholar]
- 56.Wong R, Turlova E, Feng ZP, Rutka JT, Sun HS. Activation of TRPM7 by naltriben enhances migration and invasion of glioblastoma cells. Oncotarget. 2017;8:11239–11248. doi: 10.18632/oncotarget.14496. http://doi.org/10.18632/oncotarget.14496. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Park YR, Chun JN, So I, Kim HJ, Baek S, Jeon JH, Shin SY. Data-driven analysis of TRP channels in cancer: linking variation in gene expression to clinical significance. Cancer Genom Proteom. 2016;13:83–90. [PubMed] [Google Scholar]
- 58.Oike H, Wakamori M, Mori Y, Nakanishi H, Taguchi R, Misaka T, Matsumoto I, Abe K. Arachidonic acid can function as a signaling modulator by activating the TRPM5 cation channel in taste receptor cells. Biochim Biophys Acta. 2006;1761:1078–1084. doi: 10.1016/j.bbalip.2006.07.005. [DOI] [PubMed] [Google Scholar]
- 59.Baba Y, Fujii M, Maeda T, Suzuki A, Yuzawa S, Kato Y. Deguelin induces apoptosis by targeting both EGFR-Akt and IGF1R-Akt pathways in head and neck squamous cell cancer cell lines. BioMed Res Int. 2015;2015:657179. doi: 10.1155/2015/657179. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.McIntyre A, Patiar S, Wigfield S, Li JL, Ledaki I, Turley H, Leek R, Snell C, Gatter K, Sly WS, Vaughan-Jones RD, Swietach P, Harris AL. Carbonic anhydrase IX promotes tumor growth and necrosis in vivo and inhibition enhances anti-VEGF therapy. Clin Cancer Res. 2012;18:3100–3111. doi: 10.1158/1078-0432.CCR-11-1877. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Kawai S, Takagi Y, Kaneko S, Kurosawa T. Effect of three types of mixed anesthetic agents alternate to ketamine in mice. Exp Anim. 2011;60:481–487. doi: 10.1538/expanim.60.481. [DOI] [PubMed] [Google Scholar]
- 62.Kirihara Y, Takechi M, Kurosaki K, Kobayashi Y, Kurosawa T. Anesthetic effects of a mixture of medetomidine, midazolam and butorphanol in two strains of mice. Exp Anim. 2013;62:173–180. doi: 10.1538/expanim.62.173. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Hata R, Izukuri K, Kato Y, Sasaki S, Mukaida N, Maehata Y, Miyamoto C, Akasaka T, Yang X, Nagashima Y, Takeda K, Kiyono T, Taniguchi M. Suppressed rate of carcinogenesis and decreases in tumour volume and lung metastasis in CXCL14/BRAK transgenic mice. Sci Rep. 2015;5:9083. doi: 10.1038/srep09083. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Ohba Y, Kanao Y, Morita N, Fujii E, Hohrai M, Takatsuji M, Hirose H, Miura D, Watari A, Yutsudo M, Zhao H, Yabuta N, Ito A, et al. Oleamide derivatives suppress the spontaneous metastasis by inhibiting connexin 26. Int J Cancer. 2007;121:47–54. doi: 10.1002/ijc.22608. [DOI] [PubMed] [Google Scholar]
- 65.Talmadge JE. (2010). Models of metastasis in drug discovery. In: Proetzel G, Wiles MV, editors. Mouse Models for Drug Discovery: Methods and Protocols. (New York: Humana Press): pp. 215–233. [DOI] [PubMed] [Google Scholar]
- 66.Ueno Y, Sakurai H, Tsunoda S, Choo MK, Matsuo M, Koizumi K, Saiki I. Heregulin-induced activation of ErbB3 by EGFR tyrosine kinase activity promotes tumor growth and metastasis in melanoma cells. Int J Cancer. 2008;123:340–347. doi: 10.1002/ijc.23465. [DOI] [PubMed] [Google Scholar]
- 67.Box GM, Eccles SA. (2011). Simple experimental and spontaneous metastasis assays in mice. In: Wells CM, Parsons M, editors. Cell migration: developmental methods and protocols. New York: Humana Press; pp. 311–329. [DOI] [PubMed] [Google Scholar]
- 68.Zhang H, Liu L, Yu D, Kandimalla ER, Sun HB, Agrawal S, Guha C. An in situ autologous tumor vaccination with combined radiation therapy and TLR9 agonist therapy. PLoS One. 2012;7:e38111. doi: 10.1371/journal.pone.0038111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Porporato PE, Payen VL, Pérez-Escuredo J, De Saedeleer CJ, Danhier P, Copetti T, Dhup S, Tardy M, Vazeille T, Bouzin C, Feron O, Michiels C, Gallez B, et al. A mitochondrial switch promotes tumor metastasis. Cell Rep. 2014;8:754–766. doi: 10.1016/j.celrep.2014.06.043. [DOI] [PubMed] [Google Scholar]
- 70.Ren Z, Rhyu MR, Phan TH, Mummalaneni S, Murthy KS, Grider JR, DeSimone JA, Lyall V. TRPM5-dependent amiloride- and benzamil-insensitive NaCl chorda tympani taste nerve response. Am J Physiol Gastrointest Liver Physiol. 2013;305:G106–117. doi: 10.1152/ajpgi.00053.2013. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Szász AM, Lánczky A, Nagy Á, Förster S, Hark K, Green JE, Boussioutas A, Busuttil R, Szabó A, Győrffy B. Cross-validation of survival associated biomarkers in gastric cancer using transcriptomic data of 1,065 patients. Oncotarget. 2016;7:49322–49333. doi: 10.18632/oncotarget.10337. http://doi.org/10.18632/oncotarget.10337. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.