Abstract
Castration-resistant prostate cancer (CRPC) is still challenging to treat. Dissatisfaction with androgen signal-targeted therapy forces people to look for other treatment strategies. Therefore, this study is aimed at exploring the role of SOX8/Notch signaling in CRPC. The upregulation of SOX8, Notch4, and Hes5 indicated a poor progression-free survival (PFS) in CRPC patients. The expression of these proteins was also upregulated in enzalutamide-resistant LNCaP cells (Enza-R). Moreover, knocking down SOX8 inhibited malignant biological behaviors and decreased the activation of Notch signaling in Enza-R cells. Importantly, knocking down SOX8 obviously reversed the enzalutamide resistance in Enza-R cells, while RO0429097 (a γ secretase inhibitor inactivates Notch signaling) exerted similar effects. At last, we found that both SOX8 knockdown and/or RO0429097 suppressed tumor growth and bone metastasis in vivo. Altogether, our study indicated that the SOX8/Notch signaling is involved in CRPC and that these enzymes are possible targets to develop novel treatment for CRPC.
1. Introduction
Prostate cancer (PCa) is the most common cancer among men and represents one of the leading causes of cancer-related deaths in developed countries [1]. For advanced PCa, androgen deprivation therapy (ADT) is the mainstream therapy. However, most patients with advanced PCa develop a castration-resistant prostate cancer (CRPC) within 18-24 months after ADT [2, 3]. Unfortunately, current treatment strategies, including endocrine therapy, such as abiraterone and enzalutamide, and chemotherapy, result in poor long-term survival for CRPC patients [4–8]. Therefore, other molecular mechanisms that lead to CRPC have been investigated as an attempt to uncover novel therapeutic targets.
The Notch signaling pathway is highly conserved in mammalian cells as it determines the fate and differentiation of cells. At the same time, it participates in the development of many organs, including the prostate [9, 10]. Interestingly, there is a controversy about whether the Notch signaling pathway acts as a tumor suppressor or as an oncogene [11–16]. Excessive activation of the Notch signaling pathway has been reported in PCa, including in patients with CRPC [17–19]. Overexpression of Notch signaling molecules has been associated with PCa, while downregulation of Notch receptors inhibited malignant biological behaviors of PCa cells [20–24]. More importantly, Notch inhibitors (γ-secretase inhibitors), such as PF-3084014 and GSI-IX, enhance the efficacy of ADT in PCa [25–27]. In addition, our recent study has indicated that PF-3084014 partly reverses enzalutamide resistance in CRPC cells by inhibiting the Notch1 receptor [28]. Chemoresistance in PCa has also been associated with the dysregulation of Notch2 receptors [29, 30]. Despite these studies, underlying mechanisms of Notch receptors involved in ADT resistance and CRPC are still unclear.
The SOX (SRY-related HMG-box) family of genes includes approximately 30 different subtypes, termed from A to H. These genes are found in multiple types of progenitor cells and play a key role in the regulation of cell development [31]. SOX8 belongs to SOX group E, and it was shown to be overexpressed in various cancer types including triple-negative breast cancer (TNBC), ovarian cancer, and tongue squamous cell carcinoma [32–34], while promoting the tumorigenesis and progression of tumors. Importantly, SOX8 was shown to be responsible for the chemotherapy resistance of multiple cancers [32, 34]. However, the role of SOX8 in PCa, especially in CRPC, is still unknown.
In this study, we reported that SOX8, Notch4, and Hes5 were significantly elevated in CRPC samples when compared with those of PCa samples. Increased levels of SOX8, Notch4, and Hes5 represented a worse prognosis for CRPC patients. We also found that these enzymes were upregulated in CRPC cells (named as Enza-R cells), when compared to their parental cells, LNCaP. Moreover, downregulating SOX8 significantly inhibited malignant behaviors of both CRPC and DU145 cells and reversed the resistance to enzalutamide by decreasing activities of Notch signaling. Importantly, a γ-secretase inhibitor (Notch signaling inhibitor) RO0429097 obviously restored the sensitivity of Enza-R cells to enzalutamide. Finally, SOX8 knockdown or RO0429097 was able to block the growth and bone metastasis of Enza-R cells in vivo. Taken together, our results indicate that the SOX8/Notch signaling axis may be a promising therapeutic strategy for CRPC.
2. Materials and Methods
2.1. Patients and Tissue Samples
A total of 45 PCa samples were collected from the Affiliated Hospital of North Sichuan Medical College, Nanchong, China, between April 2018 and April 2020. The inclusion criteria for CRPC were (a) to abide by the EAU guidelines on CRPC and (b) that patients had available CRPC specimens and complete clinical data. Therefore, 35 CRPC tissues, including frozen and paraffin-embedded tissues, were obtained from the Affiliated Hospital of North Sichuan Medical College (10 cases); the First Affiliated Hospital of Chongqing Medical University, Chongqing, China (18 cases); and the Fuling Central Hospital, Chongqing, China (7 cases). These cases were collected between May 2008 and April 2020. All PCa and CRPC tissues were confirmed by a trained pathologist. The study protocol was approved by the Human Ethics Review Committee of the First Affiliated Hospital of Chongqing Medical University and Ethics Committee of the Affiliated Hospital of North Sichuan Medical College. This study conforms to the provisions of the Declaration of Helsinki. Informed consent was obtained from the patients or their family members prior to inclusion in the study.
2.2. Immunohistochemistry
Samples were embedded in formalin and paraffin and cut into 5 μm thick sections. The immunoreactivities of SOX8, Notch4, and Hes5 were investigated by using immunoperoxidase staining (anti-SOX8, 1 : 200, Abcam, cat. no. ab221053; anti-Notch4, 1 : 200, Abcam, cat. no. ab199295). According to staining intensity, samples were scored as follows: 0, no staining; 1, weak staining; 2, light staining; 3, moderate staining; and 4, strong staining. Staining scores ≤ 1 were deemed as a negative expression, and staining scores ≥ 2 were considered positive.
2.3. Cell Culture, Treatment, and Transfection
The cell lines RWPE-1, LNCaP, and DU145 were cultured in RPMI-1640 plus 10% fetal bovine serum (FBS) (Gibco-Life, USA) and were maintained in a 5% CO2 incubator at 37°C. To construct enzalutamide-resistant cells (Enza-R), LNCaP cells were treated with gradually increasing doses (1 μM, 3 μM, 5 μM, and 10 μM) of enzalutamide (Selleck, USA) up to 10 μM and maintained for at least 6 months [28]. Lentiviruses (Shanghai Gene Pharma Company, China), containing LV-shNC or LV-shSOX8, and LV-NC or LV-SOX8 were added to the culture medium for 8 hours. Enza-R cells were treated with 1 μg/ml puromycin and incubated for 72 hours to generate SOX8-silenced and SOX8-overexpressed stable enzalutamide-resistance cells, respectively. The prostate cancer cell strains were transfected with Ad-SOX8 or Ad-GFP (Shanghai Gene Pharma Company, China), respectively. After 72 h of incubation, follow-up experiments were performed.
2.4. Cell Viability by CCK8 Assay
2,000 cells/well were plated into 96-well plates. 10 μl CCK-8 reagents (Solarbio, Beijing, China) were added into each well and incubated for 1 hour, after which the optical density at 450 nm was measured using a microplate reader (Bio-Rad Laboratories, CA, USA). For half maximal inhibitory concentration (IC50) of enzalutamide, LNCaP, Enza-R, and DU145 cells were plated into 96-well plates after pretreatment with various agents, such as LV-NC and LV-shSOX8. After 12 hours, these cells were cultured with various concentration enzalutamide (0, 1, 5, 25, 50, 100, 200, 300, and 400 μM) for 48 hours. Optical density was detected at 450 nm using a microplate reader.
2.5. Protein Expression by Western Blotting
Total protein was extracted from cell lines using RIPA buffer containing phosphatase inhibitors (Beyotime Institute of Biotechnology, Beijing, China) according to the manufacturer's procedures. Protein samples (50 μg) were transferred to PVDF membranes (EMD Millipore, MA, USA). After blocking with 5% nonfat milk for 2 hours at room temperature, membranes were treated with the following various primary antibodies overnight at 4°C (Table 1). GAPDH was used as a loading control. All Western blot experiments were repeated at least 3 times.
Table 1.
Primary antibodies | Concentration | Company | Catalog number |
---|---|---|---|
SOX8 | 1 : 2,000 | Abcam | ab104245 |
Notch4 | 1 : 1,000 | Santa Cruz | SC-383993 |
Hes5 | 1 : 2,000 | Abcam | ab25374 |
E-Cadherin | 1 : 2,000 | CST | 14472 |
N-Cadherin | 1 : 2,000 | CST | 13116 s |
Vimentin | 1 : 1,000 | CST | 5741 s |
Zeb-1 | 1 : 2,000 | CST | 70512 s |
Hey1 | 1 : 2,000 | Abcam | ab22641 |
Hey2 | 1 : 1,000 | Abcam | ab167280 |
P21 | 1 : 2,000 | Abcam | ab109520 |
c-Myc | 1 : 1,000 | Abcam | ab32072 |
Cyclin E1 | 1 : 1,000 | Abcam | ab33911 |
Cyclin D1 | 1 : 2,000 | Abcam | ab16663 |
Cyclin D3 | 1 : 1,000 | Abcam | abSP207 |
BAX | 1 : 2,000 | Abcam | ab53145 |
BAK | 1 : 2,000 | CST | 12105T |
BCL2 | 1 : 2,000 | CST | 4223T |
BCL-xl | 1 : 1,000 | CST | 2764T |
β-Catenin | 1 : 1,000 | Abcam | ab223075 |
p-β-Catenin | 1 : 500 | Abcam | ab277785 |
GAPDH | 1 : 1,000 | CST | 5174s |
Abcam: Abcam Cambridge, UK; Santa Cruz: Santa Cruz Biotechnology, Inc., USA; CST: Cell Signaling Technology, USA.
2.6. Immunofluorescence
Cells cultured with various treatments were seeded into a 12-well plate and incubated for 24 hours. After fixing with 4% paraformaldehyde for 15 minutes, cells were incubated with various primary antibodies as follows: anti-Notch4, 1 : 100; anti-SOX8, 1 : 200; anti-Notch1, 1 : 100; anti-Hes1, 1 : 100; anti-Hes5, 1 : 150; anti-BCL-2, 1 : 200; and anti-BAX, 1 : 200. Then, the cells were incubated with appropriate secondary antibodies (Zhongshan Golden Bridge Biotechnology, Beijing, China) for 1 hour in the dark room. DAPI (Zhongshan Golden Bridge Biotechnology) was added for nuclear staining.
2.7. mRNA Expression by Reverse Transcription-Quantitative PCR (RT-qPCR)
Total RNA was extracted from cells cultured with various treatments through TRIzol and reversed into cDNA using a PrimeScript™ RT reagent kit (Takara, Dalian, China). Primer sequences were as follows: SOX8, sense, 5′-CGAGAGAA-GACGCCTGCT-3′, antisense, 5′-CGTGTTGGAGAATGAGGG-3′; Notch1, sense, 5′GAACGGGGCUAACAAAGAUTT-3′, antisense, 5′-AUCUUUGUUAGCCCCGUUCTT3′; Notch4, sense, 5′-GGAGACT-GCAGACCAGAAGG-3′, antisense, 5′-GACCCTCAGAGTCAGGGAC-A-3′; Hes1, sense, 5′-GGACTAGTATGCCAGCTGATATAATGGAG-3′, antisense, 5′-GAAGATCTAGGTGGGCTAGGGACTTTAC-3′; and Hes5, sense, 5′-GGAATTCCAATGGCCCCCAGCACTGTG-3′, antisense, 5′-GGGTACCCCACGGCCACAGTGCTGG-3′. All RT-qPCR experiments were performed at least 3 times.
2.8. Colony Formation Assay
A total of 400 cells/well were plated into 6-well plates and were cultured for two weeks until the number of each clone reached 50 cells. Then, the cells were fixed with 4% paraformaldehyde for 15 minutes and stained with 0.05% crystal violet for 20 minutes at room temperature. Each group was replicated in three wells.
2.9. Transwell and Wound Healing Assay
For the Transwell assay, 1.0 × 104 cells were seeded in the upper chamber of the insert with Matrigel (BD Biosciences, USA). After incubation with serum-free medium for 48 h, cells were stained with 0.1% crystal violet and 4% formaldehyde. The number of cells fixed on the bottom membrane of the inserts was counted under an optical microscope. For the wound healing assay, 5 × 104 cells/well were plated into a 6-well plate. After incubating for 24 hours, cells were wounded with a yellow pipette tip. Then, the cells were cultured for 24 hours, and the wound healing was observed under an optical microscope at indicated time-points.
2.10. Xenograft and Bone Metastasis Model
Animal studies were performed according to the Institutional Animal Care and Use Committee of Chongqing Medical University. Enza-R cells (3 × 108) infected with LV-NC or LV-shSOX8 were injected subcutaneously into the right flank or the left tibia of surgically castrated nude mice. After two weeks, mice were treated with enzalutamide and RO0429097 by intraperitoneal injection twice per week. The growth of xenograft tumors in the left flank was evaluated and recorded every 5 days. The xenograft tumors in the right flank were harvested after four weeks, while the xenograft tumors in the left tibia were harvested after eight weeks. Bone destruction in the left tibia was observed by X-ray every four weeks. Tumor volume (mm3) was calculated as volume (mm3) = 1/2 × length × width [2].
2.11. Statistical Analysis
Statistical analyses were performed using the SPSS 19.0 software. Numerical data are shown as mean ± SD. Studentʼs t-test, χ2 test, Mann–Whitney test, Pearsonʼs analysis, one-way ANOVA, two-way ANOVA, and Kaplan-Meier survival analysis were performed as appropriate. P < 0.05 was used to infer statistical differences.
3. Results
3.1. SOX8 and Notch Signaling Proteins Are Upregulated in CRPC Tissues
The expression of SOX8, Notch4, and Hes5 was investigated using immunohistochemistry (IHC). The expression of SOX8 in CRPC samples (26/35, 74%) was obviously higher than that found in PCa tissues (19/45, 42%) (Figures 1(a) and 1(d) and Table 2). Similarly, Notch4 and Hes5 were also upregulated in CRPC tissues compared to those of PCa tissues (Figures 1(b), 1(c), 1(e), and 1(f) and Table 2). Furthermore, the expression of SOX8 was positively correlated with Notch4 (r = 0.34, P = 0.045) and Hes5 (r = 0.35, P = 0.039) levels (Figures 1(g) and 1(h)). Moreover, as shown in Table 2, PSA was significantly increased in SOX8-positive PCa patients when compared to SOX8-negative patients. Similarly, increased PSA was also found in Notch4-positive and Hes5-positive patients. More importantly, the expression of SOX8 in PCa tissues was positively associated with bone metastatic lesions (P = 0.014); this phenomenon was also found in CRPC patients (P = 0.001). In addition, Notch4- and Hes5-positive samples (in both PCa and CRPC patients) were also correlated with metastatic lesions of bones. Our findings suggest that a high expression of SOX8, Notch4, and Hes5 could lead to tumor metastasis (Table 2).
Table 2.
(a).
SOX8 expression in PCa | SOX8 expression in CRPC | |||||
---|---|---|---|---|---|---|
Negative 26/45 (58%) | Positive 19/45 (42%) | P value | Negative 9/35 (26%) | Positive 26/35 (74%) | P value | |
Median of PSA (μg/L) | 15.55 | 27.33 | P = 0.039a | 14.93 | 23.33 | P = 0.37a |
Quartiles 25-75 | 11.46-33.20 | 16.09-41.32 | 10.36-46.47 | 12.58-33.84 | ||
Gleason score | N = 26 | N = 19 | P = 0.33b | N = 9 | N = 26 | P = 0.24b |
≤7 | 13/26 (50%) | 12/19 (63%) | 3/9 (33%) | 10/26 (38%) | ||
≥8 | 13/26 (50%) | 7/19 (37%) | 6/9 (67%) | 16/26 (62%) | ||
(New)bone metastasis | 7/26 (27%) | 13/19 (68%) | P = 0.014c | 4/9 (44%) | 25/26 (96%) | P = 0.001c |
(b).
Notch4 expression in PCa | Notch4 expression in CRPC | |||||
---|---|---|---|---|---|---|
Negative 23/45 (51%) | Positive 22/45 (49%) | P value | Negative 8/35 (22%) | Positive 27/35 (78%) | P value | |
Median of PSA (μg/L) | 14.55 | 25.89 | P = 0.022a | 13.84 | 23.33 | P = 0.16a |
Quartiles 25-75 | 10.66-32.56 | 15.91-65.07 | 10.36-29.90 | 12.58-35.73 | ||
Gleason score | N = 23 | N = 22 | P = 0.42b | N = 8 | N = 27 | P = 0.32b |
≤7 | 10/23 (43%) | 10/22 (45%) | 2/8 (25%) | 11/27 (41%) | ||
≥8 | 13/23 (57%) | 12/22 (55%) | 6/8 (75%) | 16/27 (59%) | ||
(New)bone metastasis | 6/23 (26%) | 14/22 (64%) | P = 0.011c | 4/8 (50%) | 25/27 (93%) | P = 0.006c |
(c).
Hes5 expression in PCa | Hes5 expression in CRPC | |||||
---|---|---|---|---|---|---|
Negative 24/45 (53%) |
Positive 21/45 (47%) |
P value | Negative 11/35 (31%) |
Positive 24/35 (69%) |
P value | |
Median of PSA (μg/L) | 15.96 | 25.33 | P = 0.029a | 15.31 | 23.54 | P = 0.40a |
Quartiles 25-75 | 10.40-31.20 | 15.70-52.23 | 11.72-34.23 | 12.34-35.11 | ||
Gleason score | N = 24 | N = 21 | P = 0.40b | N = 11 | N = 24 | P = 0.21b |
≤7 | 11/24 (46%) | 8/21 (38%) | 2/11 (18%) | 11/24 (46%) | ||
≥8 | 13/24 (54%) | 13/21 (62%) | 9/11 (82%) | 13/24 (54%) | ||
(New)bone metastasis | 7/24 (29%) | 13/21 (62%) | P = 0.027c | 7/11 (64%) | 22/24 (92%) | P = 0.048c |
PSA: prostate-specific antigen; PCa: prostate cancer; CRPC: castration-resistant prostate cancer. aMann-Whitney test. bChi-square test. cMcNemer test. Numbers in italic font indicate statistical significance. P < 0.05 was confirmed as statistically significant differences.
Next, a Kaplan-Meier survival analysis was used to evaluate the relationship between the progression-free survival (PFS) of CRPC patients and the expression of SOX8, Notch4, and Hes5. This analysis revealed that the median PFS was 24 months in CRPC patients that were positive for SOX8 and 43 months in SOX8-negative patients (Figure 1(i), P = 0.0365). Moreover, the PFS of Notch4-positive CRPC patients was obviously shorter than that of Notch4-negative patients (24 months vs. 50.5 months, P = 0.0101) (Figure 1(j)). Finally, the PFS of Hes5-positive CRPC patients was shorter than that of Hes5-negative patients (22 months vs. 38 months, P = 0.0235) (Figure 1(k)).
3.2. SOX8, Notch4, and Hes5 Are Upregulated in CRPC Cells
To determine a possible role of SOX8 and Notch signaling in CRPC, we constructed Enza-R cells by continuously treating LNCaP with enzalutamide for at least 6 months. As shown in Figure 2(a), the resistance to enzalutamide in Enza-R cells increased nearly 100-fold compared to their parental cells. Next, the expression of SOX8, Notch4, and Hes5 was detected by RT-qPCR, Western blot, and immunofluorescence. As expected, both mRNA and protein expressions of SOX8, Notch4, and Hes5 were upregulated in DU145 and Enza-R cells. However, these proteins were not detected in RWPE-1 cells, while they were weakly detected in LNCap cells (Figures 2(b) and 2(c)). SOX8, Notch4, and Hes5 were also detected in DU145, which were androgen-independent cells (Figures 2(b)–2(d)). These data suggest that upregulation of SOX8 and Notch signaling molecules may play an important role in the development of enzalutamide resistance in CRPC cells.
3.3. SOX8 Knockdown Suppresses the Proliferation, Invasion, and Migration of Enza-R Cells
To explore the possible role of SOX8 in malignant biological behaviors of Enza-R cells, this protein was knocked down using lentivirus. The CCK8 assay showed that SOX8 knockdown inhibited the proliferation of both Enza-R and DU145 cells (Figures 3(a) and 3(b)). A colony assay revealed similar results (Figures 3(c) and 3(d)). To explore the role of SOX8 in invasion and migration of DU145 and Enza-R cells, epithelial-mesenchymal transition (EMT) proteins, such as E-cadherin, N-cadherin, Vimentin, and Zeb-1, were detected by Western blot. It was evident that SOX8 knockdown was associated with the upregulation of E-cadherin and the downregulation of N-cadherin, Vimentin, and Zeb-1, indicating that SOX8 potentiates the metastatic capacity of CRPC cells (Figure 3(e)). Similarly, as shown in Figures 3(f)–3(i), knocking down SOX8 significantly inhibited the invasion and migration of DU145 and Enza-R cells. Surprisingly, knocking down SOX8 reduced enzalutamide resistance by 4-fold, indicating that SOX8 is key to enzalutamide resistance (Figure 3(j)).
3.4. SOX8 Knockdown Inhibits Malignant Biological Behaviors of Enza-R Cells through Regulating the Notch Signaling Pathway
As mentioned above, the expression of SOX8 was positively correlated with Notch signaling in CRPC tissues (Figures 1(g) and 1(h)). We hypothesized that knocking down SOX8 would inhibit malignant biological behaviors of resistant cells through the downregulation of Notch signaling. As shown in Figures 4(a)–4(d), SOX8 knockdown obviously downregulated the expression of Notch1, Notch4, and their downstream effectors, such as Hes1, Hes5, Hey1, and Hey2 both at the mRNA and protein levels. To determine the role of Notch signaling in Enza-R cells, we treated cells with 5 μM RO04929097 (a γ-secretase inhibitor) for 48 h, which inactivates Notch signaling. As shown in Figure 4(d), a combination of SOX8 knockdown and RO04929097 led to a more potent inhibition of the expression of multiple oncogenic pathways, such as p21 and c-myc. In addition, to investigate the correlation between SOX8 and Cyclin family members in Enza-R cells, the expression of Cyclin E1, Cyclin D1, and Cyclin D3 was detected after knocking down SOX8. As shown in Figure 4(e), downregulation of SOX8 decreased the activity of Cyclin family members, suggesting that the dysregulation of SOX8 promotes the proliferation of Enza-R cells. When SOX8 knockdown cells were treated with RO04929097, there was a more obvious decrease of Cyclin family members, indicating that both SOX8 and Notch signaling are involved in regulating the mitosis of Enza-R cells. Moreover, a synergistic effect between SOX8 downregulation and RO04929097 was observed on the apoptosis of Enza-R cells, as evidenced by the upregulation of BAX and BAK and the downregulation of Bcl-2 and Bcl-xl (Figures 4(e) and 4(f)).
Next, we investigated if SOX8-mediated effects on CRPC cells were due to the regulation of the Notch signaling pathway. Notch4 receptor was knocked down by adenoviruses in LNCaP cells that overexpressed SOX8. The CCK8 assay showed that overexpression of SOX8 promoted the proliferation of LNCaP; however, when Notch4 receptor was concomitantly knocked down, the growth of LNCaP was obviously inhibited (Figures 5(a) and 5(b)). Moreover, knocking down Notch4 impaired the invasion ability caused by the overexpression of SOX8 in LNCaP cells (Figure 5(b)). As shown in Figure 5(c), Notch4 knockdown led to a downregulation of the expression of Cyclin E1, Bcl-2, and N-cadherin and an upregulation of the expression of BAK1 and E-cadherin. Our data suggest that knocking down Notch4 could rescue the proliferation and invasion caused by the overexpression of SOX8 in CRPC cells. More importantly, the overexpression of SOX8 increased enzalutamide resistance by 2-fold. However, when knocking down Notch4, such drug resistance was reversed in LNCaP cells (Figure 5(d)). Taken together, data herein presented support that Notch4 downregulation can rescue the proliferation, invasion, metastasis, and drug resistance caused by the overexpression of SOX8 in CRPC cells, thus inhibiting malignant biological behaviors of CRPC cells.
Xie et al. reported that SOX8 confers chemoresistance and stemness properties and mediates EMT in tongue squamous cell carcinoma via bounding to the promoter region of Frizzled-7 (FZD7) and inducing the FZD7-mediated activation of the Wnt/β-catenin pathway [32]. Moreover, previous studies revealed that the induction of the Notch ligand/receptor was regulated by β-catenin hyperactivation in intestinal tumorigenesis [35–37]. Therefore, we hypothesized that SOX8 regulates Notch signaling through β-catenin in CRPC.
As shown in Figure 5(e), SOX8 downregulation decreased the expression of β-catenin, p-β-catenin, Notch1, and Notch4. However, when Enza-R cells were treated with AZD2858 (a Wnt/β-catenin activator), the downregulation of Notch1 and Notch4 was rescued. Similarly, the combination of knocking down SOX8 and treatment with PNU74654 (a Wnt/β-catenin inhibitor) led to a stronger inhibition of Notch signaling molecules when compared to that of either treatment alone. Consistent with our hypothesis, the activation of Notch signal mediated by SOX8 is achieved through the regulation of β-catenin in Enza-R cells.
3.5. Inhibition of the Notch Signaling Pathway by Both Knocking Down SOX8 and γ-Secretase Inhibitor (RO04929097) Significantly Reversed the Enzalutamide Resistance
As mentioned above, downregulation of SOX8 inhibited the proliferation, invasion, and migration of Enza-R cells. Thus, we hypothesized that the overexpression of SOX8 was responsible for enzalutamide resistance in Enza-R cells. As expected, the CCK-8 assay showed that the downregulation of SOX8 increased the sensitivity of the Enza-R cells to enzalutamide by 5.2-fold (Figure 6(a)). Similar results were found in DU145 cells, in which there was a 2.26-fold in reversing resistance (Figure 6(c)), suggesting that dysregulation of SOX8 is responsible for enzalutamide resistance. Importantly, a γ-secretase inhibitor named RO04929097 was also able to reversed enzalutamide resistance by 5.8-fold in Enza-R cells and by 1.9-fold in DU145 cells (Figures 5(b) and 5(d)), indicating that pharmacological intervention of Notch signaling by RO04929097 may represent a promising therapeutic strategy for CRPC.
Next, to determine the antitumor effect of RO04929097 on the CRPC cell model, the CCK-8 assay was performed to evaluate the proliferation of Enza-R and DU145 cells following treatment with various concentrations of RO04929097 (5, 10, 20, 30, 40, 60, 80, and 100 μM). As shown in Figures 6(e) and 6(f), RO04929097 exerted a dose-dependent and powerful antitumor effect on both Enza-R and DU145 cells, suggesting that inhibition of γ-secretase decreased Notch signaling and may become a novel and potent therapy for CRPC.
3.6. Combination of Enzalutamide with RO04929097 Displays a Synergic Effect in Blocking the Growth and Bone Metastasis of Enza-R Cells In Vivo
As mentioned above, SOX8 and Notch inhibitor RO04929097 effectively suppressed malignant biological behaviors of Enza-R cells in vitro. Next, we evaluated the therapeutic potential of these strategies in vivo. Xenograft tumor models were constructed by treating castrated nude mice with a combination of enzalutamide and RO04929097. Compared to the control group, both LV-shSOX8 and RO04929097 groups had significantly decreased volume and weight of their xenograft tumor (Figures 7(a)–7(c) and 7(f)). Of note, when LV-shSOX8 and RO04929097 were combined, the inhibitory effect became stronger (Figures 7(a)–7(c) and 7(f)). Next, we subcutaneously injected Enza-R cells with LV-NC or LV-shSOX8 into the right tibia to construct a bone metastasis model. Mice were treated with enzalutamide and/or RO04929097 injected into the tail vein. X-ray, H&E histology, and IHC were performed to evaluate bone destruction. As expected, SOX8 knockdown as well as RO04929097 obviously reduced the bone metastasis, compared to the control group (Figures 7(d)–7(f)). Moreover, a synergistic effect was detected in preventing bone destruction when SOX8 knockdown and RO04929097 were combined (Figures 7(d)–7(f)).
4. Discussion
In healthy organisms, SOX genes regulate cell differentiation, organogenesis, and many other developmental processes [38–41]. However, SOX gene members are frequently dysregulated in various tumors [42, 43]. SOX2 is weakly detected in benign prostate tissues; however, it is highly expressed in PCa tissues, including in CRPC ones. More importantly, SOX2 promotes tumor tumorigenesis and progression. Reduced SOX2 levels were shown to attenuate the proliferation and invasion while increasing the redifferentiation of PCa cells [44, 45]. Meanwhile, SOX4 is also overexpressed in PCa tissues and cell lines, and its upregulation is correlated with a higher Gleason score. Moreover, decreased SOX4 induces death of PCa cells, indicating that SOX4 might be a therapeutic target for PCa [46, 47]. Interestingly, SOX11 was recently reported to act as a tumor suppressor in PCa, since its overexpression suppressed the migration and invasion of PCa cells [48, 49]. In addition, SOX9, also known as a soxE member, was overactivated in PCa cells and its downregulation inhibited tumorsphere formation in androgen-deficient hosts [50]. In our study, we found that SOX8, another soxE member, was highly expressed in both CRPC tissues and Enza-R cells and that SOX8 was associated with a worse prognosis of CRPC patients. Reducing the expression of this enzyme significantly inhibited malignant biological behaviors of Enza-R cells and reversed enzalutamide resistance, suggesting that SOX8 may be a potential target for CRPC therapy.
The Notch receptor members are recognized as an oncogene in various tumors, including PCa. Notch1 was found to be overactivated in PCa, while its inhibition by a γ-secretase inhibitor restored enzalutamide function [24, 26, 27, 51]. Also, inhibition of Notch2 activation by GSI-1, another γ-secretase inhibitor, decreased the cell survival of prostate cells and promoted their apoptosis [24, 52]. A recent study reported that Notch3 is responsible for PCa-induced bone lesion by activating MMP-3 signaling [53]. Another study revealed that hypoxia triggers the activation of Notch3, which, in turn, sustains the survival and proliferation of PCa cells in vivo [54]. Notch4 is involved in the progression of PCa given that Notch4 ablation inhibits PCa growth and EMT via the NF-κB pathway [55]. Here, we discovered that Notch4 is highly expressed in CRPC tissues and associated with a poorer prognosis of CRPC patients. Our previous studies indicate that Notch receptors 1, 2, 3, and 4 have no statistically significant relationship with bone metastasis [20]. However, the present study found that Notch4 instead of Notch1, 2, and 3 was significantly correlated with bone metastasis (data not show). It can be explained that we have added research center and obtained some new samples from it. Moreover, Notch4 reduction, achieved by knocking down SOX8 and/or treatment with RO04929097, significantly inhibited the survival and growth of Enza-R cells and restored enzalutamide sensitivity in Enza-R cells, suggesting that interfering with the Notch/SOX8 axis may be a potential target for the treatment of CRPC.
5. Conclusion
Our data indicated that overactivated SOX8, Notch4, and Hes5 predict more susceptibility to bone metastases and shorter PFS in CRPC tissues. Furthermore, the SOX8/Notch4 signaling axis is responsible for enzalutamide resistance, and knocking down SOX8 may be a novel strategy for the treatment of CRPC. Importantly, the pharmacological inhibition of Notch signaling by RO04929097 may be a promising therapeutic strategy for CRPC.
Acknowledgments
We would like to thank Dr. Xuemei Xie, Department of Pathology, Affiliated Hospital of North Sichuan Medical College, for her assistance with pathological diagnosis and immunofluorescence assay. The study was funded by the Health and Family Planning Commission of Sichuan Province foundation (Grant Number: 20PJ154) and the Nanchong Municipal Science, Technology, and Intellectual Property Office Foundation (Grant Number: 180180).
Abbreviations
- CRPC:
Castration-resistant prostate cancer
- PCa:
Prostate cancer
- IHC:
Immunohistochemistry
- FBS:
Fetal bovine serum
- CCK-8:
Cell Counting Kit-8
- Enza-R:
Enzalutamide-resistant cells
- RIPA:
Radio immune-precipitation assay
- PVDF:
Polyvinylidenefluoride
- RT-qPCR:
Reverse transcription-quantitative polymerase chain reaction
- SPSS:
Statistical product and service solutions
- PFS:
Progression-free survival
- EMT:
Epithelial-mesenchymal transition
- FZD7:
Frizzled-7
- H&E:
Hematoxylin-eosins.
Contributor Information
Zhongbo Du, Email: 112751265@qq.com.
Xiaodong Yu, Email: yuxiaodong1975@yeah.net.
Data Availability
All datasets of this article are included within the article. More supporting data is available under reasonable request.
Ethical Approval
The study protocol was approved by the Human Ethics Review Committee of the First Affiliated Hospital of Chongqing Medical University and Ethics Committee of the Affiliated Hospital of North Sichuan Medical College. This study conforms to the provisions of the Declaration of Helsinki. Animal studies were performed according to the Institutional Animal Care and Use Committee of Chongqing Medical University.
Consent
All authors have approved the manuscript for submission. Informed consent was obtained from the patients or their family members prior to inclusion in the study.
Conflicts of Interest
The authors declare that there are no conflicts of interest.
Authors' Contributions
ZD, PZ, XC, and XY were responsible for the conception and design. ZD, XC, PZ, WS, SC, and XY were responsible for the development of methodology. ZD, WS, XY, QL, and PZ were responsible for the acquisition of data. ZD, WS, XY, SC, and XY were responsible for the analysis and interpretation of data. ZD, PZ, and XC were responsible for the writing, review, and/or revision of the manuscript. All authors read and approved the final manuscript. Zhongbo Du, Xiaobin Chen, and Pingyu Zhu contributed equally to this work.
References
- 1.Siegel R. L., Miller K. D., Jemal A. Cancer statistics, 2019. CA: a Cancer Journal for Clinicians . 2019;69(1):7–34. doi: 10.3322/caac.21551. [DOI] [PubMed] [Google Scholar]
- 2.Davis I. D., Martin A. J., Stockler M. R., et al. Enzalutamide with standard first-line therapy in metastatic prostate cancer. The New England Journal of Medicine . 2019;381(2):121–131. doi: 10.1056/NEJMoa1903835. [DOI] [PubMed] [Google Scholar]
- 3.Fizazi K., Tran N., Fein L., et al. Abiraterone plus prednisone in metastatic castration-sensitive prostate cancer. The New England Journal of Medicine . 2017;377(4):352–360. doi: 10.1056/NEJMoa1704174. [DOI] [PubMed] [Google Scholar]
- 4.Oudard S., Fizazi K., Sengeløv L., et al. Cabazitaxel versus docetaxel as first-line therapy for patients with metastatic castration-resistant prostate cancer: a randomized phase III trial-FIRSTANA. Journal of Clinical Oncology . 2017;35(28):3189–3197. doi: 10.1200/JCO.2016.72.1068. [DOI] [PubMed] [Google Scholar]
- 5.de Bono J. S., Oudard S., Ozguroglu M., et al. Prednisone plus cabazitaxel or mitoxantrone for metastatic castration- resistant prostate cancer progressing after docetaxel treatment: a randomised open-label trial. Lancet . 2010;376(9747):1147–1154. doi: 10.1016/S0140-6736(10)61389-X. [DOI] [PubMed] [Google Scholar]
- 6.Fizazi K., Scher H. I., Molina A., et al. Abiraterone acetate for treatment of metastatic castration-resistant prostate cancer: final overall survival analysis of the COU-AA-301 randomised, double- blind, placebo-controlled phase 3 study. The Lancet Oncology . 2012;13(10):983–992. doi: 10.1016/S1470-2045(12)70379-0. [DOI] [PubMed] [Google Scholar]
- 7.Ryan C. J., Smith M. R., Fizazi K., et al. Abiraterone acetate plus prednisone versus placebo plus prednisone in chemotherapy-naive men with metastatic castration-resistant prostate cancer (COU-AA-302): final overall survival analysis of a randomised, double-blind, placebo-controlled phase 3 study. The Lancet Oncology . 2015;16(2):152–160. doi: 10.1016/S1470-2045(14)71205-7. [DOI] [PubMed] [Google Scholar]
- 8.Wallis C. J. D., Chandrasekar T., Goldberg H., et al. Advanced androgen blockage in nonmetastatic castration-resistant prostate cancer: an indirect comparison of apalutamide and enzalutamide. Eur Urol Oncol. . 2018;1(3):238–241. doi: 10.1016/j.euo.2018.04.004. [DOI] [PubMed] [Google Scholar]
- 9.Valdez J. M., Zhang L., Su Q., et al. Notch and TGFβ form a reciprocal positive regulatory loop that suppresses murine prostate basal stem/progenitor cell activity. Cell Stem Cell . 2012;11(5):676–688. doi: 10.1016/j.stem.2012.07.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Gerhardt D. M., Pajcini K. V., D’altri T., et al. The Notch 1 transcriptional activation domain is required for development and reveals a novel role for Notch 1 signaling in fetal hematopoietic stem cells. Genes & Development . 2014;28(6):576–593. doi: 10.1101/gad.227496.113. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Ntziachristos P., Lim J. S., Sage J., Aifantis I. From fly wings to targeted cancer therapies: a centennial for notch signaling. Cancer Cell . 2014;25(3):318–334. doi: 10.1016/j.ccr.2014.02.018. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Rampias T., Vgenopoulou P., Avgeris M., et al. A new tumor suppressor role for the Notch pathway in bladder cancer. Nature Medicine . 2014;20(10):1199–1205. doi: 10.1038/nm.3678. [DOI] [PubMed] [Google Scholar]
- 13.Agrawal N., Frederick M. J., Pickering C. R., et al. Exome sequencing of head and neck squamous cell carcinoma reveals inactivating mutations in NOTCH1. Science . 2011;333(6046):1154–1157. doi: 10.1126/science.1206923. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Klinakis A., Lobry C., Abdel-Wahab O., et al. A novel tumour-suppressor function for the Notch pathway in myeloid leukaemia. Nature . 2011;473(7346):230–233. doi: 10.1038/nature09999. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Lobry C., Oh P., Aifantis I. Oncogenic and tumor suppressor functions of Notch in cancer: It’s NOTCH what you think. The Journal of Experimental Medicine . 2011;208(10):1931–1935. doi: 10.1084/jem.20111855. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Grasso C. S., Wu Y. M., Robinson D. R., et al. The mutational landscape of lethal castration-resistant prostate cancer. Nature . 2012;487(7406):239–243. doi: 10.1038/nature11125. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Santagata S., Demichelis F., Riva A., et al. JAGGED1 expression is associated with prostate cancer metastasis and recurrence. Cancer Research . 2004;64(19):6854–6857. doi: 10.1158/0008-5472.CAN-04-2500. [DOI] [PubMed] [Google Scholar]
- 18.Barboro P., Benelli R., Tosetti F., et al. Aspartate β-hydroxylase targeting in castration-resistant prostate cancer modulates the NOTCH/HIF1α/GSK3β crosstalk. Carcinogenesis . 2020;41(9):1246–1252. doi: 10.1093/carcin/bgaa053. [DOI] [PubMed] [Google Scholar]
- 19.Guo Y., Zhang K., Cheng C., et al. Numb -/low enriches a castration-resistant prostate cancer cell subpopulation associated with enhanced notch and hedgehog signaling. Clinical Cancer Research . 2017;23(21):6744–6756. doi: 10.1158/1078-0432.CCR-17-0913. [DOI] [PubMed] [Google Scholar]
- 20.Du Z., Li L., Sun W., et al. Systematic evaluation for the influences of the SOX17/Notch receptor family members on reversing enzalutamide resistance in castration-resistant prostate cancer cells. Frontiers in Oncology . 2021;2021(11, article 607291) doi: 10.3389/fonc.2021.607291. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Zhu H., Zhou X., Redfield S., Lewin J., Miele L. Elevated Jagged-1 and Notch-1 expression in high grade and metastatic prostate cancers. American Journal of Translational Research . 2013;5(3):368–378. [PMC free article] [PubMed] [Google Scholar]
- 22.Wang Z., Li Y., Banerjee S., et al. Down-regulation of Notch-1 and Jagged-1 inhibits prostate cancer cell growth, migration and invasion, and induces apoptosis via inactivation of Akt, mTOR, and NF-κB signaling pathways. Journal of Cellular Biochemistry . 2010;109(4):726–736. doi: 10.1002/jcb.22451. [DOI] [PubMed] [Google Scholar]
- 23.Kron K. J., Murison A., Zhou S., et al. TMPRSS2-ERG fusion co-opts master transcription factors and activates NOTCH signaling in primary prostate cancer. Nature Genetics . 2017;49(9):1336–1345. doi: 10.1038/ng.3930. [DOI] [PubMed] [Google Scholar]
- 24.Mohamed A. A., Tan S. H., Xavier C. P., et al. Synergistic activity with NOTCH inhibition and androgen ablation in ERG-positive prostate cancer cells. Molecular Cancer Research . 2017;15(10):1308–1317. doi: 10.1158/1541-7786.MCR-17-0058. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Stoyanova T., Riedinger M., Lin S., et al. Activation of Notch1 synergizes with multiple pathways in promoting castration-resistant prostate cancer. Proceedings of the National Academy of Sciences . 2016;113(42):p. E6457. doi: 10.1073/pnas.1614529113. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Revandkar A., Perciato M. L., Toso A., et al. Inhibition of Notch pathway arrests PTEN-deficient advanced prostate cancer by triggering p27-driven cellular senescence. Nature Communications . 2016;7(1):p. 13719. doi: 10.1038/ncomms13719. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Cui J., Wang Y., Dong B., et al. Pharmacological inhibition of the Notch pathway enhances the efficacy of androgen deprivation therapy for prostate cancer. International Journal of Cancer . 2018;143(3):645–656. doi: 10.1002/ijc.31346. [DOI] [PubMed] [Google Scholar]
- 28.Du Z., Li L., Sun W., et al. HepaCAM inhibits the malignant behavior of castration-resistant prostate cancer cells by downregulating Notch signaling and PF-3084014 (a γ-secretase inhibitor) partly reverses the resistance of refractory prostate cancer to docetaxel and enzalutamide in vitro. International Journal of Oncology . 2018;53(1):99–112. doi: 10.3892/ijo.2018.4370. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Domingo-Domenech J., Vidal S. J., Rodriguez-Bravo V., et al. Suppression of acquired docetaxel resistance in prostate cancer through depletion of Notch- and hedgehog-dependent tumor-initiating cells. Cancer Cell . 2012;22(3):373–388. doi: 10.1016/j.ccr.2012.07.016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Cui D., Dai J., Keller J. M., Mizokami A., Xia S., Keller E. T. Notch pathway inhibition using PF-03084014, a γ-secretase inhibitor (GSI), enhances the antitumor effect of docetaxel in prostate cancer. Clinical Cancer Research . 2015;21(20):4619–4629. doi: 10.1158/1078-0432.CCR-15-0242. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Abby S., Konrad H. The sox family of transcription factors: versatile regulators of stem and progenitor cell fate. Cell Stem Cell . 2013;12(1):15–30. doi: 10.1016/j.stem.2012.12.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Xie S. L., Fan S., Zhang S. Y., et al. SOX8 regulates cancer stem-like properties and cisplatin-induced EMT in tongue squamous cell carcinoma by acting on the Wnt/β-catenin pathway. International Journal of Cancer . 2018;142(6):1252–1265. doi: 10.1002/ijc.31134. [DOI] [PubMed] [Google Scholar]
- 33.Tang H., Chen B., Liu P., et al. SOX8 acts as a prognostic factor and mediator to regulate the progression of triple-negative breast cancer. Carcinogenesis . 2019;40(10):1278–1287. doi: 10.1093/carcin/bgz034. [DOI] [PubMed] [Google Scholar]
- 34.Sun H., Wang H., Wang X., et al. Aurora-A/SOX8/FOXK1 signaling axis promotes chemoresistance via suppression of cell senescence and induction of glucose metabolism in ovarian cancer organoids and cells. Theranostics. . 2020;10(15):6928–6945. doi: 10.7150/thno.43811. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Peignon G., Durand A., Cacheux W., et al. Complex interplay between β-catenin signalling and Notch effectors in intestinal tumorigenesis. Gut . 2011;60(2):166–176. doi: 10.1136/gut.2009.204719. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Fre S., Pallavi S. K., Huyghe M., et al. Notch and Wnt signals cooperatively control cell proliferation and tumorigenesis in the intestine. Proceedings of the National Academy of Sciences . 2009;106(15):6309–6314. doi: 10.1073/pnas.0900427106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Rodilla V., Villanueva A., Obrador-Hevia A., et al. Jagged 1 is the pathological link between Wnt and Notch pathways in colorectal cancer. Proceedings of the National Academy of Sciences of the United States of America . 2009;106(15):6315–6320. doi: 10.1073/pnas.0813221106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.She Z. Y., Yang W. X. SOX family transcription factors involved in diverse cellular events during development. European Journal of Cell Biology . 2015;94(12):547–563. doi: 10.1016/j.ejcb.2015.08.002. [DOI] [PubMed] [Google Scholar]
- 39.Kamachi Y., Kondoh H. Sox proteins: regulators of cell fate specification and differentiation. Development . 2013;140(20):4129–4144. doi: 10.1242/dev.091793. [DOI] [PubMed] [Google Scholar]
- 40.Liu K., Lin B., Zhao M., et al. The multiple roles for Sox2 in stem cell maintenance and tumorigenesis. Cellular Signalling . 2013;25(5):1264–1271. doi: 10.1016/j.cellsig.2013.02.013. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Seo E., Basu-Roy U., Zavadil J., Basilico C., Mansukhani A. Distinct functions of Sox2 control self-renewal and differentiation in the osteoblast lineage. Molecular and Cellular Biology . 2011;31(22):4593–4608. doi: 10.1128/MCB.05798-11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Thu K. L., Becker-Santos D. D., Radulovich N., Pikor L. A., Lam W. L., Tsao M. S. SOX15 and other SOX family members are important mediators of tumorigenesis in multiple cancer types. Oncoscience. . 2014;1(5):326–335. doi: 10.18632/oncoscience.46. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Xu Y. R., Yang W. X. SOX-mediated molecular crosstalk during the progression of tumorigenesis. Seminars in Cell & Developmental Biology . 2017;63:23–34. doi: 10.1016/j.semcdb.2016.07.028. [DOI] [PubMed] [Google Scholar]
- 44.Kregel S., Kiriluk K. J., Rosen A. M., et al. Sox2 is an androgen receptor-repressed gene that promotes castration-resistant prostate cancer. PLoS One . 2013;8(1, article e53701) doi: 10.1371/journal.pone.0053701. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Yu X., Cates J. M., Morrissey C., et al. SOX2 expression in the developing, adult, as well as, diseased prostate. Prostate Cancer and Prostatic Diseases . 2014;17(4):301–309. doi: 10.1038/pcan.2014.29. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Liu P., Ramachandran S., Ali Seyed M., et al. Sex-determining region Y box 4 is a transforming oncogene in human prostate cancer cells. Cancer Research . 2006;66(8):4011–4019. doi: 10.1158/0008-5472.CAN-05-3055. [DOI] [PubMed] [Google Scholar]
- 47.Scharer C. D., McCabe C. D., Ali-Seyed M., Berger M. F., Bulyk M. L., Moreno C. S. Genome-wide promoter analysis of the SOX4 transcriptional network in prostate cancer cells. Cancer Research . 2009;69(2):709–717. doi: 10.1158/0008-5472.CAN-08-3415. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Yao Z., Sun B., Hong Q., et al. The role of tumor suppressor gene SOX11 in prostate cancer. Tumour Biology . 2015;36(8):6133–6138. doi: 10.1007/s13277-015-3296-3. [DOI] [PubMed] [Google Scholar]
- 49.Apiwat P., Andrey B., Pichet S. Promoter hypermethylation of SOX11 correlates with adverse clinicopathological features of human prostate cancer. International Journal of Experimental Pathology . 2017;98(6):341–346. doi: 10.1111/iep.12257. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Chen X., Li Q., Liu X., et al. Defining a population of stem-like human prostate cancer cells that can generate and propagate castration-resistant prostate cancer. Clinical Cancer Research . 2016;22(17):4505–4516. doi: 10.1158/1078-0432.CCR-15-2956. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Farah E., Li C., Cheng L., et al. NOTCH signaling is activated in and contributes to resistance in enzalutamide-resistant prostate cancer cells. The Journal of Biological Chemistry . 2019;294(21):8543–8554. doi: 10.1074/jbc.RA118.006983. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Zhang L., Jiang H., Zhang Y., Wang C., Xia X., Sun Y. GR silencing impedes the progression of castration-resistant prostate cancer through the JAG1/NOTCH2 pathway via up-regulation of microRNA-143-3p. Cancer Biomarkers . 2020;28(4):483–497. doi: 10.3233/CBM-191271. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Ganguly S. S., Hostetter G., Tang L., et al. Notch3 promotes prostate cancer-induced bone lesion development via MMP-3. Oncogene . 2020;39(1):204–218. doi: 10.1038/s41388-019-0977-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Danza G., Di Serio C., Ambrosio M. R., et al. Notch3 is activated by chronic hypoxia and contributes to the progression of human prostate cancer. International Journal of Cancer . 2013;133(11):2577–2586. doi: 10.1002/ijc.28293. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Zhang J., Kuang Y., Wang Y., Xu Q., Ren Q. Notch-4 silencing inhibits prostate cancer growth and EMT via the NF-κB pathway. Apoptosis . 2017;22(6):877–884. doi: 10.1007/s10495-017-1368-0. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
All datasets of this article are included within the article. More supporting data is available under reasonable request.