Inhibition of sphingosine kinase 2 down-regulates ERK/c-Myc pathway and reduces cell proliferation in human epithelial ovarian cancer
Introduction
Epithelial ovarian cancer (EOC), the most lethal gynecologic malignancy, is the leading cause of death from female cancers (1). The majority of EOC patients are first diagnosed at late stages because the early-stage disease is virtually asymptomatic, which causes significantly poor prognosis and high mortality (2). Surgery combined with platinum/taxane chemotherapy represents the first-line treatment for EOC. Unfortunately, most patients, who initially respond to this treatment, eventually develop chemoresistance (3). Thus, the development of a novel therapeutic strategy is needed. Unlike traditional cytotoxic chemotherapy, targeted therapy inhibits cancer growth by interfering with specific molecules needed for cancer progression, which may become a new hope for EOC therapy (4,5). Understanding the underlining molecular mechanisms associated with EOC progression is therefore critical to identify new targets for new targeted therapy.
The roles of sphingolipids in cell biology and cell fate have been explored for several decades. There is accumulating evidence demonstrating that disturbed sphingolipid metabolism may contribute to cancer initiation and progression and present an exploitable target for cancer therapy (6). Sphingosine kinases (SphKs), ceramide, sphingosine, transmembrane transporters, sphingosine-1-phosphate (S1P), and S1P receptors (S1PRs) are the key players in the sphingolipid metabolic pathway. The “inside-out” model is widely used to explain the function of SphK/S1P/S1PR signaling (7). It is proposed that S1P, generated by SphK, can be secreted into the extracellular milieu and then activates S1PRs through autocrine and paracrine manners, leading to the activation of downstream signals. Moreover, S1P can also function intracellularly independent of S1PRs (8). Among the key players of the sphingolipid metabolic pathway, much attention has been paid to SphKs because their catalytic activity lies at the critical juncture in regulating sphingolipid metabolism. The SphKs exhibit 2 isoforms, SphK1 and SphK2, of which SphK1 has emerged as an important and critical signaling enzyme because it is involved in many aspects of cancer progression, such as proliferation, angiogenesis, metastasis, and chemoresistance (9-11). Consistent with this, we found previously that the expression level of SphK1 was significantly increased in EOC tissues and was associated with EOC metastasis and angiogenesis (12,13). Although the two isoforms of SphKs (SphK1 and SphK2) share high sequence similarity, they differ significantly in distribution, regulation, and function. The role of SphK2 in cell survival is controversial, and both pro-apoptotic and pro-proliferative functions have been suggested. Initially, SphK2 was recognized as a pro-apoptotic protein because SphK2 over-expression inhibited the growth and promoted cancer cells’ apoptosis (14,15). However, it was subsequently found to be pro-survival as SphK2 down-regulation or inhibition suppressed tumor cells' growth (16-18). Recent work has suggested that SphK2 plays a role in promoting cancer by regulating several important pro-oncogenic pathways, such as protein kinase B (AKT), extracellular signal-regulated kinase (ERK), and signal transducer and activator of transcription-3 (STAT3) pathways (19,20). Moreover, SphK2 could also work as an epigenetic regulator. For example, SphK2 was reported to enhance MYC expression, an important oncogene, via regulation of histone deacetylase 1/2 (HDAC1/2) (21). Until now, much is still unknown or controversial about SphK2.
Our research group recently found that treatment with an orally active and specific SphK2 inhibitor, ABC294640, significantly inhibited EOC cell proliferation and increased apoptosis (22). This result suggested SphK2 might be a potential target for EOC therapy. However, there is no available data on SphK2 expression patterns in EOC tissues and their clinical significance. Moreover, the molecular mechanisms of SphK2 in EOC growth remain largely unknown. This study aimed to evaluate the expression characteristics and clinical significance of SphK2 in EOC and explore the roles and underlying mechanisms of SphK2 in EOC cell survival through both in vitro and in vivo studies.
We present the following article in accordance with the ARRIVE reporting checklist (available at http://dx.doi.org/10.21037/atm-20-6742).
Methods
Reagents and antibodies
Antibodies against SphK2 (Abcam, ab264042, rabbit), c-Myc (Abcam, ab32072, rabbit), and glyceraldehyde 3-phosphate dehydrogenase (GAPDH) (Abcam, ab8245, mouse) were purchased from Abcam (Cambridge, MA, USA). Antibodies against ERK1/2 (CST, 4696, rabbit), phosphor-ERK1 (Thr202/Tyr204)/ERK2 (Thr185/Tyr187) (CST, 4370, rabbit), cyclin D1 (CST, 2978, rabbit), phosphor-Rb (CST, 8516, rabbit) were purchased from Cell Signaling Technology (Danvers, MA, USA). The inhibitor U0126 (Sigma, 662005) was ordered from Sigma-Aldrich (St. Louis, MO, USA).
Tissue specimens
Tissue specimens were collected from the patients without preoperative chemotherapy, including 5 normal ovarian tissues and 50 primary epithelial ovarian cancer (PEOC) tissues (stages I–II 20 cases, stages III–IV 30 cases). All procedures performed in this study involving human participants followed the Declaration of Helsinki (as revised in 2013). The institutional ethical committee approved this study of Renji Hospital (RA-2019-076), and all the participants provided informed consent.
Cell lines and culture conditions
Human EOC cell lines SKOV3 and OVCAR3 were obtained from American Type Culture Collection (ATCC). The SKOV3 cell line was routinely cultured in Dulbecco’s Modified Eagle Medium (DMEM) (12430054, Invitrogen, Carlsbad, CA, USA) supplemented with 10% fetal bovine serum (FBS, Invitrogen, 16140071) and 1% antibiotics. The OVCAR3 cell line was routinely cultured in Roswell Park Memorial Institute-1640 (RPMI-1640) medium (Invitrogen, A1049101) supplemented with 20% FBS, 0.01 mg/mL insulin (Sigma-Aldrich, I0908), and 1% antibiotics. The A2780 was purchased from the China Center for Type Culture Collection (CCTCC) and routinely cultured in DMEM supplemented with 10% FBS and 1% antibiotics. The immortalized ovarian surface epithelial (IOSE) cell line was a gift from Prof. MW-Y Chan (National Chung Cheng University, Taiwan) and cultured in DMEM supplemented with 10% FBS and 1% antibiotics.
Immunohistochemistry
Immunostaining was performed and scored as previously described (12). The primary antibody used was anti-SphK2 (1:100, Abcam). The immunostaining intensity was scored as follows: negative [0], weak [1], moderate [2], and strong [3]. The proportion of positively stained tumor cells was assessed as follows: no positive tumor cells [0], <25% [1], 26–50% [2], 50–75% [3], and >75% [4]. Staining index (SI) was calculated as staining intensity score × proportion score. The protein expression level was considered to be high when the score was >3 and low when the score was ≤3.
Western blot analysis
Western blotting was performed as previously described (23). Briefly, cells were harvested after the indicated treatments and lysed with radioimmunoprecipitation assay (RIPA) buffer plus protease inhibitors. The protein was quantified and resolved by 8–10% sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) and transferred to polyvinylidene fluoride (PVDF) membranes. The membranes were then incubated with appropriate antibodies according to the manufacturer’s standard methods. Finally, the proteins were visualized using an enhanced chemiluminescence detection kit (32109; Pierce, Lambertville, MI, USA).
Transient [small interfering RNA (siRNA)] and stable [short hairpin RNA (shRNA)] transfection
The siRNAs specifically targeting human ERK1 (5'-CAUGAAGGCCCGAAACUACUU-3'), ERK2 (5'-GCGCUUCAGACAUGAGAACUU-3'), and the scrambled control siRNA (5'-AAUUCUCCGAACGUGUCACGU-3') were synthesized by GenePharma (Shanghai, China). The siRNA duplexes were transfected using Lipofectamine (Invitrogen) according to the manufacturer’s protocol. The shRNA lentiviral packaging plasmid specifically targeting human SphK2 (5'-AACCUCAUCCAGACAGAACGA-3') and the non-targeting negative control plasmid (5'-AAUUCUCCGAACGUGUCACGU-3') were constructed by GenePharma. Cell lines were transduced with lentiviral vectors at a multiplicity of infection (MOI) =5. To establish the cells stably down-regulating SphK2, transfected cells were selected by culturing in puromycin. Single colonies of stable transfectants were isolated and expanded. Several independent clones were used to complete the experiment to avoid errors caused by the clonal effect.
Real-time RT-PCR
The RNA was extracted by TRIzol Reagent (Thermo Fisher, Waltham, MA, USA). The messenger RNA (mRNA) levels were measured by Synergy Brands, Inc. (SYBR) Green reverse transcription polymerase chain reaction (RT-PCR) and then calculated by 2−ΔΔCt method. Primers were as follows: SphK2, 5'-GGTTGCTTCTATTGGTCAATCC-3' (forward) and 5'-GTTCTGTCGTTCTGTCTGGATG-3' (reverse); GAPDH, 5'-TGCACCACCAACTGCTTAGC-3' (forward) and 5'-GGCATGGACTGTGGTCATGAG-3' (reverse) (23).
Cellular proliferation assay
Cell proliferation was assessed using WST-1 (11644807001; Roche, Basel, Switzerland) assay as previously described (24). Briefly, the indicated cells were seeded into 96-well plates, and the cell number was measured at 24, 48, 72, and 96 h. At each time point, WST-1 assay reagent was added into each well and cultured at 37 °C for 2 h. The supernatant from each well was then collected for measurement of absorbance at 450 nm. There was a direct correlation between the cell number and the absorbance at 450 nm in the current study.
Animal studies
All animal experiments were carried out following the National Institutes of Health (NIH) Guide for the Care and Use of Laboratory Animals 2018 and approved by Shanghai Jiao Tong University School of Medicine. The experimental protocols were approved by the Institutional Animal Care and Use Committee of Shanghai Jiao Tong University School of Medicine (A2018021). Mice were purchased from the Chinese Academy of Sciences. The mice were housed in a climate-controlled facility with free access to food and water. The animals’ environment was a 12 h light/dark cycle with a constant temperature of 22±1 °C and humidity of 55%±5%. To establish subcutaneous transplantation models, female BALB/c nu/nu mice aged 5–6 weeks (8 mice in each group) were subcutaneously injected with 2×106 EOC cells stably transfected with indicated plasmids. Tumor volumes were calculated twice a week using the following formula: V = (largest diameter × small diameter × depth) × π/6. The mice were sacrificed 28 days after injection of EOC cells, and the weight of tumors was measured.
Cell cycle analysis
Cells were trypsinized, and 1×106 cells were used for analysis. Cells were fixed in 70% ice-cold ethanol overnight and stained with propidium iodide at room temperature for 45 min. The cellular DNA content was analyzed by flow cytometry.
Apoptosis assay
Cells were harvested, and 1×106 cells were used for analysis. The annexin V-FITC/PI apoptosis detection kit [556547; BD Biosciences, San Jose, CA, USA)] was used to identify apoptotic cells by flow cytometry following the manufacturer’s instructions.
Microarray analysis
Tumor RNA was prepared with RNeasy Plus Mini Kit (74134; Qiagen, Hilden, Germany) according to the manufacturer’s protocol. Total RNA was subjected to microarray analysis with Whole Human Genome Oligo Microarray (Agilent, Santa Clara, CA, USA).
Statistical analysis
Statistical analyses were performed by using the SPSS software (IBM, Chicago, IL, USA). The χ2 test was used to analyze the correlations between SphK2 expression and the clinicopathologic features of EOC (20,25). Kaplan-Meier curves and log-rank tests were used to analyze the survival data. Each experiment was performed independently in triplicate in our research. The values were presented as the mean ± standard deviation (SD) and were analyzed by t-test. A P value less than 0.05 was considered significant.
Results
SphK2 expression patterns in primary EOC tissues
The SphK2 protein expression was examined in 50 PEOC and 5 normal ovarian tissue specimens by immunohistochemical (IHC) staining. Representative photographs of SphK2 immunostaining are shown in Figure 1A. High SphK2 expression was shown in 62% [31/50] of the PEOC specimens and 38% [19/50] showed low expression. In contrast, none of the normal ovarian tissue specimens exhibited high SphK2 expression. As a negative control, normal rabbit immunoglobulins were substituted for primary antibodies (Figure S1A). The IHC staining of SphK2 in human breast cancer tissue, which is SphK2 positive, was used as a positive control (Figure S1B). Consistent with the findings from tissue specimens, the expression of SphK2 was significantly elevated in all 4 EOC cell lines examined compared to IOSE cells, an immortalized non-tumorigenic human ovarian surface epithelial cell line (Figure 1B). We further examined the relationship between SphK2 expression levels in PEOC and clinic-pathological characteristics (Table 1). High SphK2 expression level was associated with higher International Federation of Obstetrics and Gynecology (FIGO) stage (P=0.001), higher histological grade (P=0.049), lymph node metastasis (P=0.001), and ascites (P=0.012), which indicated that SphK2 expression was linked to the oncogenic behavior of EOC. However, we observed no correlation between SphK2 levels and age and histologic subtypes.
Full table
Correlations between SphK2 expression level and survival analysis
The prognostic value of SphK2 was analyzed by comparing the overall survival (OS) and relapse-free survival (RFS) of patients with high and low SphK2 expression. Kaplan-Meier analysis showed that patients with high SphK2 expression had a significantly lower postoperative 5-year OS and a significantly lower postoperative RFS than those with low SphK2 expression (Figure 1C,D) (P<0.01). Together, these data suggested that SphK2 was a potentially useful predictor for the outcome of EOC.
SphK2 is required for EOC cell growth in vitro and in vivo
To assess the importance of SphK2 in EOC cells, we performed shRNA-based knockdown experiments in human EOC cell lines, which resulted in an efficient reduction in SphK2 mRNA and protein levels compared to the control cells transfected with a negative control vector (Figure 2A,B). Proliferation assays revealed that SKOV3 cells subjected to SphK2 knockdown by shRNA were strongly inhibited in cell growth compared to controls (Figure 2C). To investigate whether SphK2 also has a role in EOC progression, we used a subcutaneous transplanted model of ovarian cancer in nude mice (8 mice in each group). The mice were subcutaneously injected with SphK2-downregulated SKOV3 cells or control cells, and tumor growth was measured after 1 month. As shown in Figure 2D,E,F, the SphK2-downregulated cell tumors were much smaller than the control cell tumors. Together, these results showed that SphK2 is critical for EOC cell growth in vitro and in vivo.
SphK2 controls cell cycle progression of EOC cells
To investigate the cellular mechanisms by which SphK2 was required for ovarian cancer cell growth, we used SKOV3 to analyze the effects of SphK2 down-regulation on cell cycle and apoptosis. Compared to the control cells, shRNA-mediated SphK2 inhibition resulted in an accumulation of SKOV3 in the G0/G1 phase to reduce cells in the S phase (Figure 3A). Moreover, subsequent Western blot analysis indicated that SphK2 down-regulation reduced the levels of cyclin D1 and phosphor Rb (Figure 3B). In contrast to the strong effects on cell cycle progression, SphK2 down-regulation did not affect the apoptotic rate of ovarian cancer cells (Figure 3C). Together, these data suggested that SphK2 inhibition in ovarian cancer cells induces cell cycle G0/G1 arrest.
SphK2 inhibition in ovarian cancer cells induces an expression profile linked to the MAPK signaling pathway and MYC targets
To investigate the underlying molecular mechanisms whereby SphK2 is required for EOC cell growth, we performed a microarray analysis of ovarian cancer SKOV3 cells transfected with shRNA targeting SphK2. Heatmap clustering of the top 100 upregulated or downregulated genes (Figure 4A, Table S1) showed a high degree of reproducibility between triplicates (26) and a significant differentiation between the SphK2 knockdown cells and the cells transfected with scramble control. Gene set enrichment analysis (GSEA) was used to analyze the SphK2-regulated gene signatures. The Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis revealed that genes deregulated upon SphK2 suppression were enriched for gene sets such as mitogen-activated protein kinase (MAPK) signaling pathway (Figure 4B,C). Consistent with the link to the MAPK pathway, GSEA analysis revealed significant associations with the gene set involving ERK/MAPK targets (Figure 4D). Intriguingly, the results of GSEA showed the expression changes in response to SphK2 inhibition were most significantly correlated with the gene signature of two individual subgroups of MYC targets data sets (Figure 4E,F, Tables S2,S3).
SphK2 down-regulation may induce c-Myc inhibition partly through the ERK1/2 pathway
The ERK1/2 pathway is one of the best-characterized members of the MAPK family. Moreover, it has been demonstrated to play essential roles in cell cycle progression and cell survival (27). Thus, we detected the expression level of phosphorylated ERK1/2 protein by Western blot and confirmed that SphK2 inhibition down-regulated the ERK1/2 pathway activation (Figure 5A). The most widely studied gene in the MYC family, c-Myc, is involved in cell cycle regulation, cell proliferation, and differentiation (28,29). Down-regulation of c-Myc after SphK2 blockage was also confirmed by Western blot (Figure 5A). It has been reported that c-Myc is an inducible gene of ERK (30). To determine whether the down-regulation of c-Myc was partly through the ERK1/2 pathway in EOC cells, we investigated the effect of ERK1/2 blockage on c-Myc expression. As expected, ERK1/2 blockage by U0126, a specific inhibitor of the ERK1/2 pathway, significantly inhibited c-Myc expression (Figure 5B). Moreover, ERK1/2 knockdown also resulted in the suppression of c-Myc (Figure 5C). These results suggested that SphK2 down-regulation caused c-Myc and ERK1/2 pathway inhibition. Knockdown of SPHK2 induced by ERK1/2 pathway suppression may contribute to the down-regulation of c-Myc.
Discussion
In the current study, we found that SphK2 played a crucial role in EOC progression and that knockdown of SphK2 could significantly inhibit the proliferation of cancer. Especially, our study provided the following new findings: (I) SphK2, up-regulated in ovarian cancer tissues, correlated with a poor prognosis in this deadly disease; (II) SphK2 blockage in EOC cells caused significant inhibition of cell growth and an arrest in the G1/G0 phase; (III) inhibition of SphK2 down-regulated ERK/c-Myc pathway, which might partly-mediate SphK2 induced cell cycle arrest.
The SphKs exhibit 2 isoforms, SphK1 and SphK2. A key player in cancer progression, SphK1 (31), is elevated markedly in ovarian cancer (13,32). Our previous studies showed SphK1 was required for EOC metastasis and angiogenesis (12,13), and its activation inversely correlated with survival in EOC patients (20). Moreover, it is reported that S1P, generated by SphK, was elevated in ascites of ovarian cancer patients (33) and was also reported to regulate the migration, invasion, and angiogenesis of ovarian cancer cells. However, the expression and function of SphK2 are far from elucidated (33,34). Here, we showed that the level of SphK2 was elevated in EOC specimens. Notably, the SphK2 level was closely correlated with the well-known prognostic parameters of EOC, including FIGO stage, histological grade, lymph node metastasis, and ascites.
Moreover, the elevated expression level of SphK2 was found to be associated with poor prognosis and was a prognostic factor for predicting OS and RFS. These findings implied that SphK2 might be a potentially important factor in EOC progression. Beach et al. reported that SphK2 mRNA was not overexpressed in serous ovarian cancer than normal ovarian tissue (35). However, their study did not distinguish the expression level of SphK2 between ovarian epithelial tissue and adjacent stroma. Therefore, further studies are needed to detect the SphK2 expression quantities of normal ovary epithelial tissue and EOC tissue. Moreover, SphK1 was reported to be highly expressed in tumor stroma and was required for the differentiation and tumor-promoting function of cancer-associated fibroblasts (35). However, the roles of SphK2 in cells of the tumor stroma remain unclear and require exploration in the future.
The contribution of SphK2 to cancer progression is unclear. Some studies have found that high-level expression of SphK2 could induce cell cycle arrest and apoptosis (14,15). Despite the notion that SphK2 is a pro-apoptotic factor, several studies have emerged indicating SphK2 promoted cancer survival. Knockdown or inhibition of SphK2 has been shown to induce apoptosis in some cancer types (16,17). Moreover, in some cancer cell lines, targeting SphK2 has an even more powerful anti-cancer effect than targeting SphK1 (36,37). In this study, the relationship between SphK2 levels and EOC patients’ prognosis suggests a role for SphK2 in promoting EOC. Therefore, we investigated the effect of SphK2 down-regulation on the growth of EOC cells in vitro. As expected, SphK2 blockage by shRNA significantly inhibited ovarian cancer proliferation. Following the in vitro results, SphK2 down-regulation also reduced tumor growth in a mouse ovarian cancer model. These results indicated that SphK2 was associated with EOC progression and presented the possibility that SphK2 might serve as a new target for EOC therapy. In future studies, more EOC cell lines and primary EOC cells should be tested further to verify the role of SphK2 in EOC progression.
Inhibition of SphK2 has been reported to be associated with both caspase-dependent and autophagy-dependent cell death (17,38). In ovarian cancer, SphK2 down-regulated cells displayed only modest levels of early and late apoptotic cells. Consistent with the lack of apoptosis, genes involved in apoptosis were not changed significantly in SphK2 down-regulated cells (data not shown). In contrast to the modest effects in cell apoptosis, SphK2 depleted cells showed a dramatic accumulation in the G0/G1 phase compared to the controls. Moreover, SphK2 down-regulation caused cyclin D1 and phosphor-Rb inhibition, several key cell cycle checkpoint factors.
Furthermore, autophagy is implicated in both cell death and cell survival. The potential regulation of autophagy by SphK2 and its roles in EOC growth need to be investigated in a future study. Taken together, our data indicated that the primary cellular mechanism, whereby inhibition of SphK2 prevented cell growth of ovarian cancer cells, is mediated through the inhibition of cell cycle progression rather than induction of apoptosis.
Another new finding in this study was the down-regulation of the ERK/c-Myc pathway due to SphK2 inhibition. Our results are consistent with previous studies demonstrating that SphK2 inhibition down-regulated c-Myc expression (21,39). Extensive studies have demonstrated the essential roles of ERK1/2 signaling in ovarian cancer survival (40-42). Moreover, c-Myc, an inducible ERK gene, was reported to be a key mediator of the progression of ovarian cancer (43,44). Furthermore, ERK or c-Myc inhibition has been reported to cause a G0/G1 block in the cell cycle of ovarian cancer cells (40,43). Therefore, it is possible that inhibition of SphK2 resulted in the repression of the ERK/c-Myc pathway and subsequently caused G0/G1 cell cycle arrest, which consequently reduced cell proliferation in human EOC.
Moreover, it was reported that ERK1 could activate SphK2 by direct phosphorylation in breast cancer (45), which indicated that ERK1 was the upstream activator of SphK2. This report, together with our observation that SphK2 blockage resulted in significant ERK activation inhibition, suggests ERK1 might be placed in both upstream and downstream of SphK2 signaling and might have a dual role in the initiation and amplification of the SphK2 signaling loop in EOC cells. This speculation needs to be further investigated in the future. Besides, the biological effects of SphK2 activation chiefly rely on its product S1P. Therefore, further studies are needed to explore the functions of extracellular and intracellular S1P generated by SphK2. Furthermore, the connection between SphK2 and ERK/c-Myc pathway needs to be further validated in tumor tissue sections.
Acknowledgments
Funding: This study was supported by the grants from the National Natural Science Foundation of China (NSFC) (81974401 to Lan Dai, and 81772770 to Wen Di), the Science and Technology Commission of Shanghai municipality (18ZR1423100 to Lan Dai), and the Shanghai Municipal Commission of Health and Family Planning (2017YQ035 to Lan Dai).
Footnote
Reporting Checklist: The authors have completed the ARRIVE reporting checklist. Available at http://dx.doi.org/10.21037/atm-20-6742
Data Sharing Statement: Available at http://dx.doi.org/10.21037/atm-20-6742
Conflicts of Interest: All authors have completed the ICMJE uniform disclosure form (available at http://dx.doi.org/10.21037/atm-20-6742). The authors have no conflicts of interest to declare.
Ethical Statement: The authors are accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved. All animal experiments were performed according to the Laboratory Animal Guidelines provided by Shanghai Jiao Tong University School of Medicine. The experimental protocols were approved by the Institutional Animal Care and Use Committee of Shanghai Jiao Tong University School of Medicine (A2018021). All procedures performed in this study involving human participants were in accordance with the Declaration of Helsinki (as revised in 2013). The study was approved by the Institutional Ethical Committee of Renji Hospital (RA-2019-076) and informed consent was provided by all participants.
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References
- Siegel RL, Miller KD, Jemal A. Cancer statistics, 2019. CA Cancer J Clin 2019;69:7-34. [Crossref] [PubMed]
- Bowtell DD, Bohm S, Ahmed AA, et al. Rethinking ovarian cancer II: reducing mortality from high-grade serous ovarian cancer. Nat Rev Cancer 2015;15:668-79. [Crossref] [PubMed]
- Agarwal R, Kaye SB. Ovarian cancer: strategies for overcoming resistance to chemotherapy. Nat Rev Cancer 2003;3:502-16. [Crossref] [PubMed]
- Schwartz M, Camacho-Vanegas O, Wood AM, et al. Applying Precision Medicine to Ovarian Cancer: Proof-of-Principle for a "Molecular Second Look". Int J Gynecol Cancer 2018;28:479-85. [Crossref] [PubMed]
- Yap TA, Carden CP, Kaye SB. Beyond chemotherapy: targeted therapies in ovarian cancer. Nat Rev Cancer 2009;9:167-81. [Crossref] [PubMed]
- Ogretmen B. Sphingolipid metabolism in cancer signalling and therapy. Nat Rev Cancer 2018;18:33-50. [Crossref] [PubMed]
- Takabe K, Paugh SW, Milstien S, et al. "Inside-out" signaling of sphingosine-1-phosphate: therapeutic targets. Pharmacol Rev 2008;60:181-95. [Crossref] [PubMed]
- Dai L, Xia P, Di W. Sphingosine 1-phosphate: a potential molecular target for ovarian cancer therapy? Cancer Invest 2014;32:71-80. [Crossref] [PubMed]
- Acharya S, Yao J, Li P, et al. Sphingosine Kinase 1 Signaling Promotes Metastasis of Triple-Negative Breast Cancer. Cancer Res 2019;79:4211-26. [Crossref] [PubMed]
- Lee CF, Dang A, Hernandez E, et al. Activation of sphingosine kinase by lipopolysaccharide promotes prostate cancer cell invasion and metastasis via SphK1/S1PR4/matriptase. Oncogene 2019;38:5580-98. [Crossref] [PubMed]
- Hart PC, Chiyoda T, Liu X, et al. SPHK1 Is a Novel Target of Metformin in Ovarian Cancer. Mol Cancer Res 2019;17:870-81. [Crossref] [PubMed]
- Dai L, Liu Y, Xie L, et al. Sphingosine kinase 1/sphingosine-1-phosphate (S1P)/S1P receptor axis is involved in ovarian cancer angiogenesis. Oncotarget 2017;8:74947-61. [Crossref] [PubMed]
- Zhang H, Wang Q, Zhao Q, et al. MiR-124 inhibits the migration and invasion of ovarian cancer cells by targeting SphK1. J Ovarian Res 2013;6:84. [Crossref] [PubMed]
- Maceyka M, Sankala H, Hait NC, et al. SphK1 and SphK2, sphingosine kinase isoenzymes with opposing functions in sphingolipid metabolism. J Biol Chem 2005;280:37118-29. [Crossref] [PubMed]
- Liu H, Toman RE, Goparaju SK, et al. Sphingosine kinase type 2 is a putative BH3-only protein that induces apoptosis. J Biol Chem 2003;278:40330-6. [Crossref] [PubMed]
- Liang J, Zhang X, He S, et al. Sphk2 RNAi nanoparticles suppress tumor growth via downregulating cancer cell derived exosomal microRNA. J Control Release 2018;286:348-57. [Crossref] [PubMed]
- Dai L, Smith CD, Foroozesh M, et al. The sphingosine kinase 2 inhibitor ABC294640 displays anti-non-small cell lung cancer activities in vitro and in vivo. Int J Cancer 2018;142:2153-62. [Crossref] [PubMed]
- Neubauer HA, Pham DH, Zebol JR, et al. An oncogenic role for sphingosine kinase 2. Oncotarget 2016;7:64886-99. [Crossref] [PubMed]
- Chen Y, Deng X, Chen W, et al. Silencing of microRNA-708 promotes cell growth and epithelial-to-mesenchymal transition by activating the SPHK2/AKT/beta-catenin pathway in glioma. Cell Death Dis 2019;10:448. [Crossref] [PubMed]
- Song K, Dai L, Long X, et al. Follicle-stimulating hormone promotes the proliferation of epithelial ovarian cancer cells by activating sphingosine kinase. Sci Rep 2020;10:13834. [Crossref] [PubMed]
- Wallington-Beddoe CT, Powell JA, Tong D, et al. Sphingosine kinase 2 promotes acute lymphoblastic leukemia by enhancing MYC expression. Cancer Res 2014;74:2803-15. [Crossref] [PubMed]
- Song K, Dai L, Long X, et al. Sphingosine kinase 2 inhibitor ABC294640 displays anti-epithelial ovarian cancer activities in vitro and in vivo. Onco Targets Ther 2019;12:4437-49. [Crossref] [PubMed]
- Dai L, Qi Y, Chen J, et al. Sphingosine kinase (SphK) 1 and SphK2 play equivalent roles in mediating insulin's mitogenic action. Mol Endocrinol 2014;28:197-207. [Crossref] [PubMed]
- Dai L, Gu L, Ding C, et al. TWEAK promotes ovarian cancer cell metastasis via NF-kappaB pathway activation and VEGF expression. Cancer Lett 2009;283:159-67. [Crossref] [PubMed]
- Wang Y, Wang Y, Xiang J, et al. Knockdown of CRM1 inhibits the nuclear export of p27(Kip1) phosphorylated at serine 10 and plays a role in the pathogenesis of epithelial ovarian cancer. Cancer Lett 2014;343:6-13. [Crossref] [PubMed]
- Deng W, Wang Y, Liu Z, et al. HemI: a toolkit for illustrating heatmaps. PLoS One 2014;9:e111988 [Crossref] [PubMed]
- Chang F, Steelman LS, Shelton JG, et al. Regulation of cell cycle progression and apoptosis by the Ras/Raf/MEK/ERK pathway Int J Oncol 2003;22:469-80. (Review). [PubMed]
- Junttila MR, Westermarck J. Mechanisms of MYC stabilization in human malignancies. Cell Cycle 2008;7:592-6. [Crossref] [PubMed]
- Pelengaris S, Khan M. The c-MYC oncoprotein as a treatment target in cancer and other disorders of cell growth. Expert Opin Ther Targets 2003;7:623-42. [Crossref] [PubMed]
- Sears R, Nuckolls F, Haura E, et al. Multiple Ras-dependent phosphorylation pathways regulate Myc protein stability. Genes Dev 2000;14:2501-14. [Crossref] [PubMed]
- Zheng X, Li W, Ren L, et al. The sphingosine kinase-1/sphingosine-1-phosphate axis in cancer: Potential target for anticancer therapy. Pharmacol Ther 2019;195:85-99. [Crossref] [PubMed]
- Yang YL, Ji C, Cheng L, et al. Sphingosine kinase-1 inhibition sensitizes curcumin-induced growth inhibition and apoptosis in ovarian cancer cells. Cancer Sci 2012;103:1538-45. [Crossref] [PubMed]
- Wang D, Zhao Z, Caperell-Grant A, et al. S1P differentially regulates migration of human ovarian cancer and human ovarian surface epithelial cells. Mol Cancer Ther 2008;7:1993-2002. [Crossref] [PubMed]
- Park KS, Kim MK, Lee HY, et al. S1P stimulates chemotactic migration and invasion in OVCAR3 ovarian cancer cells. Biochem Biophys Res Commun 2007;356:239-44. [Crossref] [PubMed]
- Beach JA, Aspuria PJ, Cheon DJ, et al. Sphingosine kinase 1 is required for TGF-beta mediated fibroblastto- myofibroblast differentiation in ovarian cancer. Oncotarget 2016;7:4167-82. [Crossref] [PubMed]
- Van Brocklyn JR, Jackson CA, Pearl DK, et al. Sphingosine kinase-1 expression correlates with poor survival of patients with glioblastoma multiforme: roles of sphingosine kinase isoforms in growth of glioblastoma cell lines. J Neuropathol Exp Neurol 2005;64:695-705. [Crossref] [PubMed]
- Gao P, Smith CD. Ablation of sphingosine kinase-2 inhibits tumor cell proliferation and migration. Mol Cancer Res 2011;9:1509-19. [Crossref] [PubMed]
- Dai L, Bai A, Smith CD, et al. ABC294640, A Novel Sphingosine Kinase 2 Inhibitor, Induces Oncogenic Virus-Infected Cell Autophagic Death and Represses Tumor Growth. Mol Cancer Ther 2017;16:2724-34. [Crossref] [PubMed]
- Venkata JK, An N, Stuart R, et al. Inhibition of sphingosine kinase 2 downregulates the expression of c-Myc and Mcl-1 and induces apoptosis in multiple myeloma. Blood 2014;124:1915-25. [Crossref] [PubMed]
- Jiang XL, Gao JC, Jiang L, et al. Expression and significance of MAPK/ERK in the specimens and cells of epithelial ovarian cancer. Zhonghua Fu Chan Ke Za Zhi 2019;54:541-7. [PubMed]
- Liu SB, Lin XP, Xu Y, et al. DAXX promotes ovarian cancer ascites cell proliferation and migration by activating the ERK signaling pathway. J Ovarian Res 2018;11:90. [Crossref] [PubMed]
- Liu S, Zha J, Lei M. Inhibiting ERK/Mnk/eIF4E broadly sensitizes ovarian cancer response to chemotherapy. Clin Transl Oncol 2018;20:374-81. [Crossref] [PubMed]
- Reyes-Gonzalez JM, Armaiz-Pena GN, Mangala LS, et al. Targeting c-MYC in Platinum-Resistant Ovarian Cancer. Mol Cancer Ther 2015;14:2260-9. [Crossref] [PubMed]
- Zeng M, Kwiatkowski NP, Zhang T, et al. Targeting MYC dependency in ovarian cancer through inhibition of CDK7 and CDK12/13. Elife 2018;7:e39030 [Crossref] [PubMed]
- Hait NC, Bellamy A, Milstien S, et al. Sphingosine kinase type 2 activation by ERK-mediated phosphorylation. J Biol Chem 2007;282:12058-65. [Crossref] [PubMed]