Abstract
Cancer development is a complex set of proliferative progression, which arises in most cases via multistep pathways associated with various factors, including the tumor microenvironment and extracellular matrix. However, the underlying mechanisms of cancer development remain unclear and this study aimed to explore the role of extracellular matrix in glioma progression.
Methods: The expression of type I collagen and fibronectin in tumor tissues from glioma patients was examined by immunofluorescence staining. The correlations between collagen/fibronectin and glioma progression were then analyzed. A 3D collagen/fibronectin cultured system was established for tumor cells culture in vitro. Quantitative, real-time PCR and western blot were used to detect PI3K/ATK and CDC42 signals associated proteins expression in glioma. We used in vitro Cell Counting Kit-8, colony formation, and tumorigenesis assays to investigate the function of PI3K/AKT and CDC42 signals associated proteins. A xenograft glioma mice model was also used to study the anticancer effects of integrin inhibitor in vivo.
Results: Our study demonstrated that type I collagen and fibronectin collaborate to regulate glioma cell stemness and tumor growth. In a 3D collagen/fibronectin culture model, glioma cells acquired tumorigenic potential and revealed strengthened proliferative characteristics. More significantly, collagen/fibronectin could facilitate the activation of PI3K/AKT/SOX2 and CDC42/YAP-1/NUPR1/Nestin signaling pathways via integrin αvβ3, eliciting sustained tumor growth and cancer relapse. Combination of the integrin signaling pathway inhibitor and the chemotherapeutic agent efficiently suppressed glioma cell proliferation and tumorigenic ability.
Conclusion: We demonstrated that type I collagen and fibronectin could collaborate to promote glioma progression through PI3K/AKT/SOX2 and CDC42/YAP-1/NUPR1/Nestin signaling pathways. Blockade of the upstream molecular integrin αvβ3 revealed improved outcome in glioma therapy, which provide new insights for eradicating tumors and reducing glioma cancer relapse.
Keywords: collagen, fibronectin, glioma, PI3K/AKT, CDC42
Introduction
Glioma is the most common brain malignant disease with a high incidence worldwide 1, 2. Despite maximal surgical resection followed by adjuvant radiation and chemotherapy, the disease still has a high potential for recurrence due to residual tumorigenic cells and cancer stem cells (CSCs) 3. The median survival of glioma patients remains 12-16 months, and the 5-year survival rate is less than 10% 3. Several crucial reasons are believed to be associated with the poor outcome in glioma patients, including the pro-tumor microenvironment and the sustained tumor growth induced by the cancer stem cells 4-8. There is a critical need to elucidate the underlying mechanisms of glioma progression and develop novel therapeutic strategies to target tumor progression and decrease recurrence rates.
Glioma stem cells are considered crucial drivers for frequent relapse and persistent para-cancerous tissue invasion during glioma therapy 7-10. Cancer stem cells, also named tumor-initiating cells or tumor repopulating cells, are defined by specific cell surface markers and their capacity for self-renewal and tumorigenesis 11, 12. Cancer stem cells appear to be inherently resistant to chemotherapeutic agents and are involved in tumor relapse and distant metastasis, resulting in poor outcomes after standard clinic therapies 12. However, the identity of cancer stem cells remains controversial with the outstanding question of whether CSCs are intrinsic sub-population in tumor cells defined by their plasticity, which could be altered by microenvironmental cues 13. Increasing evidence has highlighted the impact of the tumor microenvironment on CSC functionality and spatiotemporal regulation, resulting in cancer heterogeneity 14, 15. Further, recent studies revealed that opportune culture conditions, such as biomaterial 3D fibrin or collagen culture system, efficiently strengthen stem-like phenotypes and facilitate the tumorigenesis/proliferation capability of cancer cells, suggesting a dynamic bidirectional conversion between CSCs and bulk cancer cells highly dependent on the microenvironment 13, 16. The extracellular matrix and its sequestered growth factors are a fundamental component of the tumor microenvironment.
The extracellular matrix comprises proteins, glycoproteins, polysaccharides, and cytokines, and multiple types of stromal cells 17, 18. Mounting evidence has demonstrated that the extracellular matrix is essential for cancer cell stemness maintenance and tumor development 19, 20. For example, the distribution of several types of collagens in the extracellular matrix is strictly correlated with the prognosis of bladder cancer patients 21-26. Similarly, the Wnt/β-Catenin pathway induces the stem-like phenotype in ovarian cancer cells and is activated by the extracellular matrix complex 27. Several extracellular matrix-associated tumor receptors, such as integrin β3, serve as markers to identify cancer stem cells, suggesting that the functional states and phenotypes of cancer stem cells might be a consequence of microenvironmental cues and the extracellular matrix is central to cancer stem cell heterogeneity or tumor signaling ligand activation 22, 28-30. However, there is a lack of evidence explaining how tumor cells are triggered into stem-like phenotypes by the extracellular matrix. Thus, successful anticancer stem cell therapies have yet to be developed.
In this study, we provided evidence to suggest that glioma cells are plastic and the type I collagen/fibronectin (FN) in tumor extracellular matrix could strengthen the tumorigenic potential and proliferative characteristics of glioma cells, leading to the malignant progression of glioma. Further, we described an improved biomaterial 3D collagen/FN gel model for glioma cell culture, providing an ideal culture system to induce cancer cells with a stem-like phenotype and a model to simulate the in vivo cancer stem cell “niches” during tumor progression. More importantly, we identified that collagen/FN stimulated glioma progression through integrin αvβ3-induced PI3K/AKT/SOX2 and CDC42/F-actin/YAP-1/Nupr1/Nestin double signal activation simultaneously, expounding the underlying mechanism of the extracellular matrix-induced tumor signaling network. Significantly, we employed the combination of oral integrin αvβ3 inhibitor SB273005 and chemotherapeutic temozolomide and demonstrated efficient suppression of glioma progression, providing an innovative therapeutic strategy for clinical glioma therapy.
Methods
Materials
Collagenase, fibronectin, and NaOH were purchased from Sigma-Aldrich (USA). The inhibitor of PI3K (LY294002), 10×PBS was acquired from Invitrogen (MA, USA). The inhibitors of integrin αvβ3 (SB273005) and AKT (MK-2206) were obtained from Top science (Shanghai, China). Temozolomide was purchased from Selleck Chem (NJ, USA).
Cell culture system and reagents
For the conventional 2D cell culture, 293T, LN229, and T98G cells were cultured in regular tissue culture dishes with Dulbecco's Modified Eagle's Medium (DMEM) supplemented with 10% fetal bovine serum (FBS) (Hyclone, MA, USA), 2 mM L-glutamine, penicillin (100 U/mL, Thermo, MA, USA), streptomycin (100 μg/mL, Thermo, USA). 3D fibrin gel culture was conducted according to a previously described method 13.
Briefly, human fibrinogen (Sigma, MA, USA) was dissolved at 2 μg/μL in dd H2O. Human fibrinogen and cell solution were 1:1 mixed to produce 1 μg/μL fibrinogen/cell solution. 50μLfibrinogen/cell solution (including 1000 cells) were seeded into each well of 96-well plate and mixed well with 1μL thrombin (0.1 U/μL, Searun Holdings Company), resulting in the 3D fibrin gel. After 2 h, DMEM supplemented with 10% FBS, 2 mM L-glutamine, 100 U/mL penicillin, and 100 μg/mL streptomycin was added to the 3D fibrin gel plate.
The 3D collagen gel culture was conducted according to a previously described method. Collagen I (Corning, 354236, NJ, USA) was neutralized with 100 mM HEPES, 0.1 M NaOH and 10 × PBS, pH 7.4, and dissolved in DMEM at 2 μg/μL. Neutralized collagen and cell solution were mixed 1:1 to produce 1 μg/μL collagen/cell solution. 250 collagen /cell solution (including 8000 cells) were seeded into each well of the non-tissue 24-well plate. After polymerization at room temperature for 20 min and at 37 ºC for 1 h, DMEM supplemented with 10% FBS, 2 mM L-glutamine, 100 U/mL penicillin, and 100 μg/mL streptomycin was added to the 3D collagen gel plate. 3D collagen/FN gel is improved on conventional 3D collagen gel culture. After neutralizing the collagen solution, the gel solution was added to a certain concentration FN and resuspended with cells. Next, 3D collagen gel/FN culture was conducted according to the 3D collagen gel method.
Clinical specimens
Primary glioma tumor tissues were sterilely acquired after the surgery at the Affiliated Hospital of Southwest Medical University. All patients were newly diagnosed glioma patients who had not received any prior therapies, agreed to participate in this research, and provided written informed consent. Sample collection and processing were carried out according to the Declaration of Helsinki. This study was approved by the Ethics Committee of the Affiliated Hospital of Southwest Medical University. All clinical specimens were classified based on the AJCC staging system.
Lentiviral transduction
Lentivirus was obtained from SyngenTech (Beijing, China). The viruses were mixed with polybrene to a final concentration of 8 μg mL-1 before infection of LN229 or T98G cells. The following sequences of human SOX2 shRNA were used: CCGGCAGCTCGCAGACCTACATGAACTCGAGTTCATGTAGGTCTGCGAGCTGTTTTTG. The sequences of human NESTIN shRNA were as follows: CCGGAGAGGCTGTAGGCCAACTTAACTCGAGTTAAGTTGGCCTACAGCCTCTTTTTTTG. Sequences of human CDC42 cDNA were as in NM_044472.3. Cells with stable knockdown of SOX2, Nestin or overexpression of CDC42 were sorted with FACS (BD Biosciences, MA, USA).
For stable knock-out of ITGB3, 2×105 LN229 or T98G cancer cells were seeded in a 6-well plate. After 8 h, cells were transfected with 5 μg of a px459 vector expressing sgRNAs targeting ITGB3(sg1: CCTCGCGTGGTACAGATGTT, sg2: ACCTCGCGTGGTACAGATGT) using Lipofectamine 2000 (Thermo Fisher Scientific Inc, MA, US) according to manufacturer's instructions. After 48 h, cells were treated with puromycin (1 μg/mL, Thermo Fisher Scientific Inc, MA, US) for 72 h. Growing isolated clones were cultured in 96 well plates (Thermo Fisher Scientific Inc, MA, US). Each clone was analyzed for ITGB3 expression by Western blotting.
Cell proliferation and colony formation assays
LN229 or T98G cell proliferation was assessed by Cell Counting Kit-8 (CCK-8, Solarbio, Beijing, China). Briefly, glioma cells were seeded in 96-well plates (5000 per well) in triplicate. Cell proliferation was determined at 0, 24, 48, and 72 h according to the manufacturer's protocol and absorbance was quantified at 450 nm by Gen5 (Agilent Technologies, MA, USA).
For the colony formation assay, LN229 or T98G cells were seeded in 6-well plates at 500 or 1000 per well and cultured in DMEM with 10% FBS for 24 h in a humidified incubator. After 2 weeks, colonies were fixed with methanol at room temperature for 10 min and stained with crystal violet (Solarbio, Beijing, China) at room temperature for 5 min. The cells were washed with PBS three times. Visible colonies were counted.
3D colony size assay
A total of 5000 LN229 or T98G cells were seeded in collagen/FN gel and cultured for five days. Colony images were taken at different time points by a CCD camera under the white light of a microscope (Olympus, Tokyo, Japan) (200 ×). The colony size was analyzed by Image J software.
Tumor growth and tumorigenesis assay
The animal protocol of this study was approved by the Institutional Animal Care and Use Committee (IACUC) of Southwest Medical University (Luzhou, China). NSG mice were obtained from Beijing HFK Inc., China. LN229 or T98G cells were injected into NSG mice (105 cells for each tumor) subcutaneously for the tumorigenesis assay for 3 weeks according to published methods. To develope the collagen and FN environment in vivo, collagen /FN gel (50μg collagen and 50 ng FN in 50 μL PBS/tumor) was injected into the tumor sites on day 7 and 14. After 10 days, tumor size was measured at different time points, and the survival rates were recorded.
Immunofluorescence analysis
Tumor tissues and the 3D gel were fixed with 4% paraformaldehyde for 72 h, sectioned, and subjected to sodium citrate antigen retrieval. LN229 or T98G cells were seeded on glass cover-slips in 6-well plates. The tissue and 3D gel sections and glass cover-slips with cells were fixed with 3% PFA/PBS for 20 min at 4 °C). The cells on glass cover slips were permeabilized with 0.1% Triton X-100/PBS for 10 min at room temperature. After washing with PBS three times, tissue sections and glass coverslips with cells were blocked with 5% goat serum in PBS for 30 min. Next, the sections and glass cover-slips were incubated with primary anti-p-PI3KTyr607 antibody (ab182651, Abcam, Cambridge, UK) and anti-p-AKT1S473 antibody (ab8932, Abcam, Cambridge, UK) for overnight at 4 °C, followed by incubation with goat anti-rabbit Alexa Fluor® 488 or donkey anti-rabbit Alexa Fluor® 594 secondary antibodies (Abcam, Cambridge, UK). Nuclei were stained with DAPI (Solarbio, Beijing, China) at room temperature for 5 min. Subsequently, photographs were acquired by a laser scanning confocal microscope (Olympus imaging Inc., Tokyo, Japan). The relative protein expression was analyzed by the fluorescence intensity. The mean fluorescence intensity (MFI) of a field (at least 50 tumor cells in each field) was calculated by image J software. A mean of 20 fields MFI was calculated as the MFI of the sample. A total of 10 samples in each group were used for the significant difference analysis.
Dual-luciferase reporter assay
The NUPR1 promoter sequence was inserted into the pGL4.11 vector containing the luciferase gene. LN229 or T98G cells were co-transfected with Renilla vectors and pGL4.11-NUPR1 using FuGENE HD Transfection Reagent (Roche, NJ, USA) for 6 h. Next, LN229 or T98G cells were transfected with pCMV-YAP1 (Origene, CA, USA) and pCMV-TEAD4 (Origene, CA, USA) vectors using FuGENE HD transfection reagent (Roche, NJ, USA) for 48 h. Luciferase activities were measured using the dual-luciferase assay kit (Beyotime, Beijing, China). The activity of luciferase was normalized to that of Renilla luciferase.
Chip Assay
The CHIP Kit (ab500, Abcam, Cambridge, UK) was used according to the manual instructions. The LN229 or T98G cells cultured in 10 cm dishes were crosslinked with 1% formaldehyde in PBS and plates were incubated on a rotator for 10 min at 25 °C. Subsequently, formaldehyde was removed and crosslinking quenched by incubation with 125 mM glycine in PBS for 5 min at 25 °C. Following solution removal, plates were chilled on ice and the cells lysed by adding 2 mL of cold lysis buffer with a protease inhibitor (04693116001, Roche, USA). The chromatin was fragmented to 200-500 bp with a Misonix S3000 Sonicator (Farmingdale, USA) at 4 °C. After centrifugation at 10,000 × g for 5 min at 4°C, chromatin supernatants were diluted with cold IP dilution buffer. The human YAP1 antibody (1 µg, ab52771, Abcam, Cambridge, UK) or human TEAD4 antibody (1 µg, ab58310, Abcam, Cambridge, UK) was added to chromatin and the mixture was incubated at 4 °C overnight. Dynabeads were added to the chromatin/antibody mixture and incubated for additional 4 h at 4 °C. Beads were washed with the wash buffer and samples were eluted with 250 µl elution buffer. The eluted samples were treated with 0.2 M NaCl and 1 mg/mL Protease K at 65 °C overnight. Chip samples were purified with phenol/chloroform and precipitated with cold ethanol and glycogen.
qPCR analysis was performed on the CFX96 Touch Real-Time PCR system (Bio-Rad, MA, USA) using a SYBR Premix (Bio-Rad, MA, USA) according to the manufacturer's instructions. The primer sequences used were as follows: NUPR1-F: 5ʹ-GATCAGCCTGTCCAACATGGTGAAAC-3ʹ; NUPR1-R: 5ʹ-TTTGAAATGGAGTCTCTGTC-3ʹ.
Western blotting
Cell lysates were separated on 10% sodium dodecyl sulfate-polyacrylamide gels (SDS-PAGE). Western blotting was performed as described in our previous study 31. The antibodies used were against human proteins ITGB3 (#4702,CST,USA), integrin alpha V beta 3 (ab78289, Abcam, Cambridge, UK), CDC42 (#2466,CST, NJ, USA), F-actin (#206,Abcam, Cambridge, UK) , NUPR1 (#6028, Abcam, Cambridge, UK) , YAP1 (#52771, Abcam, Cambridge, UK) , and p-YAP1-S127 (#76252, Abcam, Cambridge, UK). β-actin (#179467, Abcam, Cambridge, UK) was used as the protein loading control.
Mass spectrometry and co-immunoprecipitation
LN229 cells were harvested, lysed, and immunoprecipitated with anti-YAP1 (MAB8094, RD, USA) or IgG conjugated to protein G agarose (11243233001, Roche, USA) at 4 ºC overnight. Then, the immunoprecipitates were separated on SDS-PAGE gels. After coomassie blue staining, the protein bands were collected for mass spectrometry analysis.
The monolayer cells or 3D cells were lysed in the IP lysis buffer (pH 7.4, 25 mM Tris, 150 mM NaCl, 1 mM EDTA, 1% NP40, 5% glycerol, P0013, Beyotime, China). The proteins were immuno-precipitated with anti-YAP1 (MAB8094, RD, USA) or IgG conjugated to protein G agarose (11243233001, Roche, USA) at 4 ºC overnight. Subsequently, the immuno-precipitates were used for Western blotting analysis following the procedure described in our previous study 31. The antibodies used were against human TEAD4 (ab151274, Abcam, Cambridge, UK) and YAP1 (ab52771, Abcam, Cambridge, UK). β-actin (ab179467, Abcam, Cambridge, UK) was used as the protein loading control.
Statistical analysis
Each experiment was conducted at least three times independently. Results were presented as the mean ± SEM and statistical significance was analyzed using GraphPad 7.0 software. Statistical significance between groups was calculated by Student's t-test for two groups or by one-way ANOVA for more than two groups. The survival rates were determined by Kaplan-Meier survival analysis (*p < 0.05; **p < 0.01; ns, no significant difference).
Results
3D collagen I/FN gel facilitates glioma cell proliferation and tumor growth
Studies in a range of mammalian organ systems have demonstrated that ECM components revert tumor cells into functional stem-like tumor cells, resulting in sustained tumor growth 21, 22. Type I collagen is the major structural protein of the extracellular matrix in the tumor microenvironment, tightly associated with tumor progression 32, 33. Herein, we examined the expression of type I collagen glioma patients' tumor tissues and observed its increased expression in high-grade malignant glioma tissues compared to low-grade gliomas (Figure 1A-B). To further investigate type I collagen-induced tumor progression, we added collagen (0.1-10 μg/mL) to the culture medium; however, the treatment did not induce glioma cell proliferation (Figure S1A and B). Similarly, the 2D or 3D collagen culture also elicited a high percentage of cell death and failed to sustain the long-term viability of glioma cells (Figure 1C and Figure S1C-E). These results indicated that other elements in ECM might participate in the collagen-induced tumor progression and glioma malignancy. FN, a high-molecular weight (~440 kDa) soluble glycoprotein of the extracellular matrix, could enlist collagen or fibrin and bind to membrane-spanning receptor integrins, leading to ECM-induced signal transduction 17, 34, 35. Therefore, we examined FN expression in tumor tissues from glioma patients and observed increased FN expression in high malignant gliomas (Figure 1D-E). The elevated FN expression was highly correlated to collagen expression (Figure 1F), indicating a potential link between FN and collagen in inducing glioma progression.
Thus, we established a 3D collagen/FN model for glioma cell culture. Remarkably, the addition of FN to the 3D collagen model efficiently facilitated glioma cell proliferation and spheroid colony formation (Figure 1G and Figure S1F), whereas the addition of FN alone in the culture medium could not facilitate tumor cell proliferation (Figure S1G and H). This result suggested that FN, together with collagen, transduced the pro-survival signals to glioma cells in the 3D culture system or tumor tissues and did not directly regulate glioma cell proliferation. Furthermore, at the 1:500 concentration of FN and collagen, the glioma cell proliferation was markedly increased in the solid 3D culture model, indicating it to be the optimal concentration (Figure 1H and Figure S1I).
To further investigate the proliferative and tumorigenic potential induced by collagen/FN, glioma cells were cultured in the 3D collagen/FN system for 3 days and collected for cell proliferation and tumorigenesis analysis. As shown in Figure 1I-J and Figure S1J-K, the 3D collagen/FN system remarkably facilitated glioma cell proliferation in vitro and in vivo. The glioma cells isolated from the collagen/FN system revealed the enhanced capability of colony formation/growth (Figure 1K and Figure S1L) and tumorigenesis (Figure 1L and Figure S1M). Together, those results indicated that the collagen and FN in ECM facilitated glioma cell proliferation and tumorigenesis.
3D collagen I/FN gel induces tumor progression via integrin αvβ3
A compelling report has illustrated that 3D fibrin gel can induce stem-like phenotypes and promote tumor-repopulating cell growth through an integrin αvβ3-associated biomechanical signaling pathway 13. The results were duplicated in the LN229 and T98G glioma cells (Figure 2A and S2A). However, fibrin, a product of blood coagulation, is formed from fibrinogen by thrombin in the presence of calcium ions and does not exist in the tumor microenvironment 36. We speculated that type I collagen serves as the 3D skeleton for biomechanical signals, and fibrin analog FN uses membrane-spanning receptor protein integrin αvβ3 to transduce the pro-survival signal induced by biomechanical force in the tumor microenvironment, explaining the role of collagen and FN in glioma cell culture and tumor growth.
We first examined the expression of integrin β and α submits in LN229 and T98G cells and observed a significant up-regulation of integrin αv and β3 in 3D cultured tumor cells (Figure 2B, C, and S2B-C). Next, we examined the integrin αvβ3 protein expression in glioma cells cultured in 3D collagen/FN system for 3 days. As expected, elevated expression of integrin αvβ3 was observed in the 3D cultured tumor cells (Figure 2D and S2D). Blockade of integrin αvβ3 by SB273005, an integrin αvβ3 inhibitor, significantly suppressed cell proliferation and colony formation in the 3D collagen/FN system (Figure 2E, F and S2E-F). Similar results were observed in cell proliferation (Figure 2G and S2G), colony formation (Figure 2H and S2H) and tumorigenesis analysis (Figure 2I and S2I), indicating the crucial role of integrin αvβ3 in collagen/FN-induced tumor cell stemness. To eliminate the potential role of integrin β5 inhibition caused by SB273005, we knocked down integrin β3 in LN229 and T98G cells (Figure S2J) that suppressed the colony formation, cell proliferation, and tumorigenesis of glioma cells (Figure 2J-N and S2K-O). These observations were consistent with our previous results. Furthermore, integrin αvβ3 expression was also observed in malignant glioma tumor tissues from patients (Figure 2O). Together, these results suggested that collagen and FN facilitate glioma cell proliferation through integrin αvβ3 signals.
3D collagen I/FN gel promotes glioma growth via the integrin αvβ3/PI3K/AKT/SOX2 signaling pathway
It has been reported that ECM proteins, such as fibronectin and fibrinogen, could induce the PI3K/AKT pro-survival signaling pathway through integrin αvβ3 16, 30, 37. Herein, we detected PI3K and AKT expression in glioma cells cultured in 3D collagen/FN. Additionally, blockade of integrin αvβ3 in the 3D collagen/FN culture system suppressed p-PI3K and p-AKT expression, indicating that 3D collagen/FN culture induces PI3K/AKT activation via integrin αvβ3 (Figure 3A and Figure S3A). Consistent with this observation, inhibition of PI3K by LY294002 or AKT by MK-2206 suppressed glioma cell growth in the 3D collagen/FN system (Figure 3B-C and Figure S3B-C). The blockade of PI3K/AKT signal also inhibited the collagen/FN cultured glioma cell proliferation (Figure 3D and Figure S3D), colony formation (Figure 3E and Figure S3E), and tumorigenesis (Figure 3F and S3F), indicating the crucial role of PI3K/AKT signaling in glioma cells cultured in the 3D collagen/FN system.
The transcription factor SOX2, downstream of PI3K/AKT signaling, has been shown to regulate cell stemness and promote cell proliferation in several tumor types 38-40. We observed elevated expression of SOX2 in 3D collagen/FN cultured glioma cells, and blockade of PI3K/AKT suppressed this phenomenon (Figure 3G and Figure S3G). To further assess the role of SOX2 in glioma, we silenced SOX2 expression in LN229 and T98G cells by shRNA (Figure S3H) that efficiently suppressed the proliferation and colony formation capability induced by collagen/FN (Figure 3H-J and Figure S3I-K), indicating that SOX2 served as the downstream molecule of PI3K/AKT to induce glioma cell proliferation. Together, these results suggested that 3D collagen I/FN gel promotes glioma growth via the integrin αvβ3/PI3K/AKT/SOX2 signaling pathway.
Integrin αvβ3/CDC42/F-actin/YAP/NUPR1/Nestin signaling pathway is activated in collagen/FN-cultured glioma cells
Our results showed that the PI3K/AKT/SOX2 axis is critical in glioma cell proliferation induced by collagen/FN. However, SOX2 may not be the only critical factor in glioma progression. Previous data showed that blockade of PI3K/AKT/SOX2 did not completely suppress glioma cell proliferation cultured in the 3D collagen/FN system and a high percentage of cells still displayed the proliferative phenotype (Figure 3D and S3D), suggesting that growth regulation of glioma by the collagen/FN system is complex. As a key cytoskeleton regulator, CDC42 is known to regulate the actin cytoskeleton and promote filopodia formation. CDC42, which is downstream of integrins, has been demonstrated to transduce biodynamic signals 41, 42. Here, the downregulation of CDC42 and cytoskeletal protein F-actin was observed in 3D collagen/FN cultured glioma cells, whereas blockade of integrin αvβ3 reversed the phenomenon (Figure 4A-B). Yes-associated protein, YAP-1, a mediator of Hippo signaling, is known to sense cytoskeletal tension and mediate cellular biomechanical responses 43. We observed reduced nuclear but elevated cytoplasmic YAP-1 in the 3D collagen/FN-cultured glioma cells, whereas integrin αvβ3 suppression or CDC42 overexpression significantly increased the YAP-1 expression in the nucleus (Figure 4C, Figure S4A and B). It is worth noting that YAP-1 does not stimulate gene transcription unless it interacts with co‐activator proteins such as TEAD (TEA/ATTS domain) transcription factors or TAZ (transcriptional co‐activator with PDZ‐binding motif) 44. Mass spectrometry analysis showed that TEAD4 may be the main binding partner for YAP1 as a co‐activator protein in glioma (Figure S4C-D). The Co-IP assay confirmed direct interaction of YAP1 with TEAD4 in glioma cells cultured in a flask (Figure 4E and S4D). These results indicated that 3D collagen/FN culture mediates activation of the integrin αvβ3/CDC42/F-actin/YAP-1 signaling.
NUPR1, a DNA-binding protein associated with cell cycle regulation and apoptosis, has been shown to be involved in tumor progression 45. Nestin, a downstream transcription factor of NUPR1, is associated with glioma development and has been demonstrated to be negatively regulated by NUPR1 46. Interestingly, the binding affinity between YAP1-TEAD4 was decreased in 3D collagen/FN culture, which may be attributed to reduced YAP-1 nuclear location. Our ChIP and dual-luciferase analyses found that YAP-1 and TEAD4 were enriched in the promoter sites of NUPR1 and enhanced its expression. (Figure 4E and Figure S4F-G), indicating that intranuclear YAP-1 and TEAD4 might induce NUPR1 activation and negatively regulate Nestin expression. As expected, reduced NUPR1 and increased Nestin expression were observed in 3D collagen/FN cultured glioma cells, whereas blockade of integrin αvβ3 or CDC42 overexpression reversed the phenomenon (Figure 4F-G). These results indicated that 3D collagen/FN culture induced αvβ3/CDC42/F-actin/YAP-1/NUPR1/Nestin signaling pathway activation. To further demonstrate the role of this pathway in glioma progression, we established Nestin knockdown LN229/T98G cells (Figure S4H and I). Consistent with our previous results, CDC42 overexpression or Nestin knockdown suppressed 3D colony growth (Figure 4H-J and Figure S4J-L), proliferation (Figure 4K and S4M), and colony formation (Figure 4L and S4N). Together, these results suggested that the integrin αvβ3/CDC42/F-actin/YAP-1/NUPR1/Nestin signaling pathway was activated in 3D collagen/FN cultured glioma cells and induced glioma cell proliferation.
Blockade of SOX2 and Nestin signals efficiently suppresses glioma cell proliferation
Our in vitro results demonstrated that 3D collagen/FN culture could induce the PI3K/AKT and CDC42/YAP/NUPR1 signal activation in glioma cells, resulting in growth factors SOX2/Nestin up-regulation. To verify our data in vivo, we examined glioma tissues from patients and found elevated SOX2 and Nestin expression in high-grade malignant glioma tissues (Figure 5A and B). Significantly, a high correlation was observed between the collagen+/FN+ and SOX2+/Nestin+ groups (Figure 5C), consistent with our in vitro results. Also, PI3K/AKT inhibitors or Nestin suppression did not eliminate the colony formation or suppress glioma cell proliferation. We examined the SOX2 and Nestin expression in SOX2 or Nestin knockdown glioma cells cultured in the 3D collagen/FN system. The expression of Nestin was upregulated in SOX2 knockdown glioma cells (Figure 5D), sand, conversely, SOX2 was upregulated in Nestin knockdown glioma cells. These results indicated that glioma cell proliferation could be regulated by the pro-survival signaling network or signaling pathway inhibitor treatment, such as PI3K/AKT inhibitors.
We used LN229 or T98G cells to establish a subcutaneous glioma mouse model for anticancer treatment analysis. SB273005, in combination with TMZ treatment, significantly suppressed the LN229 glioma growth and prolonged the survival time of tumor-bearing mice (Figure 5E-F). Similar results were observed in T98G tumor-bearing mice (Figure 5G-H). To simulate clinical malignant glioma, we used 3D collagen/FN cultured LN229 cells to establish a glioma mouse model. Collagen and FN were injected into the tumor sites on days 7 and 14 to induce high-grade malignant glioma. Subsequently, the combination of SB273005 and TMZ was used by oral administration for glioma treatment. The single-agent TMZ treatment revealed a poor outcome, which might be due to the drug resistance development caused by sustained tumor growth 47. However, the combination of SB273005 and TMZ efficiently suppressed tumor growth and prolonged survival time (Figure 5I-L). Western blotting of tumor tissues demonstrated efficient SOX2/Nestin suppression in SB273005 or SB273005/TMZ groups compared to the control or TMZ group (Figure 5M-N). Together, those results indicated that suppressing SOX2 and Nestin signaling by the integrin αvβ3 inhibitor efficiently improved the anticancer effects of the conventional chemotherapeutic agent, providing an innovative approach in glioma therapy.
Discussion
Increasing evidence has implicated cancer cells with stem-like phenotype in eliciting frequent tumor recurrence in patients who temporarily benefit from surgical resection and/or chemotherapy 11, 48-50. However, the concept of cancer stem cells remains controversial with the query of whether these are intrinsic entities or plastic cells driven by microenvironmental cues 13, 21. Our study described a novel in vitro 3D cell culture model to induce glioma cells' aggressive proliferation and tumorigenesis, supporting the concept of bidirectional interconversion between differentiated cells and stem cells in the specific tumor microenvironment.
Little is known about the bidirectional interconversion between cancer stem cells and bulk tumor cells. Compelling reports have shown that several extracellular matrix components strongly correlate with cancer development 51, 52. For example, the elevated fibrinogen in the tumor site increased the survival and proliferative potential of colorectal cancer cells 53. The collagen complex was reported to promote ovarian cancer metastasis and accelerate drug-resistance development in breast carcinoma 54, 55. Recent studies also demonstrated the establishment of in vitro 3D fibrin gel culture systems to promote cells with stem-like phenotypes in breast cancer 13. Liu and colleagues reported the advantages of promoting the selection and growth of tumorigenic cells in a 3D soft fibrin gel system, resulting in elevated stem cell-like phenotypes in multifarious tumor cells 13, 16. However, the promotion of stem-like cancer cells failed to be duplicated in most cancer cell lines 56-58. Also, the high concentration of fibrin (1 mg/mL) used in the 3D fibrin model does not exist in vivo, and the low distribution of fibrin does not support tumor stemness modification in the tumor microenvironment 36, 59.
We used type I collagen to formulate the 3D inner structure and FN to replace fibrin for binding to integrin αvβ3 and transducing the biodynamic signal from the extracellular 3D collagen constitution. Our results showed that 3D collagen/FN culture efficiently facilitated glioma stem cell-like invasive and tumorigenic phenotype, indicating synergistic roles of collagen and FN in the extracellular matrix. We also confirmed the high expression of collagen and FN in malignant glioma tissues promoting the stem-like phenotype of glioma cells. Furthermore, we observed PI3K/AKT activation through the cell surface receptor integrin αvβ3, a crucial pro-survival signal involved in the sustained growth of various cancers. Previous reports have demonstrated that type I collagen could elicit sustained tumor growth by stimulating PI3K/AKT signaling 33, 60 downstream of the integrin signaling 61. In contrast with previous findings, we showed that glioma cells cultured in 3D collagen/FN reacquired stem-like characteristics through the integrin αvβ3/PI3K/AKT cascade, which further induced the downstream transcription factor SOX2 activation. Additionally, PI3K/AKT inhibitors failed to completely suppress glioma cell proliferation in the 3D collagen/FN structure. We, therefore, investigated the underlying molecular mechanisms of glioma cells stem-like phenotype with biodynamic-associated pro-survival signals induced by integrins. It has previously been shown that the integrin-FAK-CDC42 signaling axis could modulate actin cytoskeletal distribution and YAP phosphorylation, resulting in altered YAP localization and eventually inducing cell proliferation through downstream transcriptional factors 62. We identified the integrin αvβ3/CDC42/F-actin/YAP-1/Nupr1/Nestin signaling pathway, which was independent of the PI3K/AKT signaling in 3D collagen/FN cultured glioma cells. We further demonstrated the sustained tumor growth of glioma when PI3K/AKT signaling was suppressed, providing an explanation for the clinical failure of single small molecule inhibitor.
Given the crucial role of integrin αvβ3 in collagen/FN-induced tumor progression in glioma, it might be feasible to eradicate tumor cells with stem-like phenotypes by targeting and inhibiting integrin αvβ3 and suppress glioma development. Therefore, a better understanding of integrin-induced mechanisms in tumor progression is necessary for the application of integrin inhibitors 63, 64. The integrin αvβ3 inhibitor cilengitide failed to improve carcinoma patients' outcome in a Phase III clinical trial. implying that the tumorigenic potential can be maintained despite a low proliferative rate in the absence of integrin signaling 65, 66. The tumor cells could rapidly reacquire sustained proliferative characteristics upon terminating integrin inhibitor administration 67.
Thus, targeting glioma cells by co-delivering integrin αvβ3 inhibitor SB273005 with the chemotherapeutic TMZ might be advantageous to suppress αvβ3-positive tumor cells induced by collagen/FN as well as the integrin αvβ3 negative tumor cells with a low proliferative rate. More importantly, oral SB273005 effectively crosses the blood-brain barrier. A combination of SB273005 and TMZ, when administered orally, an advantageous delivery route 68, efficiently suppressed the activation of pro-tumor transcription factors SOX2 and Nestin expression, leading to superior tumor suppression and prolonged overall survival time in orthotopic glioma models 69, 70.
To address the limitations of existing glioma treatment strategies, we further illustrated the crucial roles of type I collagen/FN in regulating glioma progression. First, we confirmed the correlation of type I collagen and FN in glioma cell stemness modification, demonstrating that in the 3D system, collagen could induce the biodynamic signal via FN interaction with cell surface receptor integrin αvβ3 in glioma cells. The elevated expression of collagen/FN in high-grade gliomas also underscored the relevance of ECM in tumor development. Based on these findings, we developed a novel 3D collagen/FN culture system as an optional model to simulate tumor microenvironment in vitro for culturing cancer stem cells. Second, we elucidated the underlying mechanism of tumor progression induced by the collagen/FN complex. We provided evidence that collagen/FN complex regulates glioma stemness via an integrin αvβ3-activated PI3K/AKT/SOX2 and CDC42/F-actin/YAP-1/Nupr1/Nestin signaling network. And third, the combination of integrin inhibitor SB273005 and chemotherapy revealed superior tumor suppression and prolonged overall survival in the glioma tumor model, providing an excellent clinical strategy. Finally, the expression level of type I collagen and FN in tumor tissues might serve as potential biomarkers for monitoring tumor progression during glioma treatment.
Conclusions
Our study provided evidence suggesting that collagen and FN collaborate to facilitate proliferation and tumorigenesis of glioma cells through the PI3K/AKT/SOX2 and CDC42/F-actin/YAP-1/Nupr1/Nestin pro-survival signaling networks. Inhibition of the upstream integrin αvβ3 signal offers a promising clinical exploitable therapeutic approach to retard tumor proliferative signals, strengthen chemotherapy response, and efficiently suppress glioma progression, providing a potentially superior treatment strategy.
Supplementary Material
Acknowledgments
This study was supported by the Project Program of Neurosurgical Clinical Medical Research Center of Sichuan Province, the Science and Technology Support Project of Sichuan Province (2018JY0404), the Science and Technology Foundation of Southwest Medical University (2017-ZRQN180, 2017-ZRQN-110).
Author contributions
Chuanhong Zhong: conceptualization, methodology, original draft preparation; Bei Tao and Fangli Tang: methodology; Xiaobo Yang: methodology, experiments; Tangming Peng, Jian You, and Kaiguo Xia: methodology and experiments; Ligang Chen and Lilei Peng: supervision, writing, reviewing, and editing.
Abbreviations
- CSCs
Cancer Stem Cell
- DMEM
Dulbecco's Modified Eagle's Medium
- ECM
extracellular matrix
- KDa
kilo Dalton
- FN
fibronectin
- ShRNA
short hairpin RNA
- 3D
3-dimension
- 2D
2-dimension
- NC
negative control
- YAP1
Yes1 associated transcriptional regulator
- CDC42
cell division cycle 42
- AKT
AKT serine/threonine kinase 1
- PI3K
phosphatidylinositol 3-kinase
- NUPR1
nuclear protein 1 transcriptional regulator
- F
Flask
- PBS
phosphate-buffered saline
References
- 1.Weller M, Wick W, Aldape K, Brada M, Berger M, Pfister SM. et al. Glioma. Nat Rev Dis Primers. 2015;1:15017. doi: 10.1038/nrdp.2015.17. [DOI] [PubMed] [Google Scholar]
- 2.Lapointe S, Perry A, Butowski NA. Primary brain tumours in adults. Lancet. 2018;392:432–46. doi: 10.1016/S0140-6736(18)30990-5. [DOI] [PubMed] [Google Scholar]
- 3.Ostrom QT, Cote DJ, Ascha M, Kruchko C, Barnholtz-Sloan JS. Adult glioma incidence and survival by race or ethnicity in the United States from 2000 to 2014. JAMA Oncol. 2018;4:1254–62. doi: 10.1001/jamaoncol.2018.1789. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Ma Q, Long W, Xing C, Chu J, Luo M, Wang HY. et al. Cancer stem cells and immunosuppressive microenvironment in glioma. Front Immunol. 2018;9:2924. doi: 10.3389/fimmu.2018.02924. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Wang Q, Hu B, Hu X, Kim H, Squatrito M, Scarpace L. et al. Tumor evolution of glioma-intrinsic gene expression subtypes associates with immunological changes in the microenvironment. Cancer Cell. 2017;32:42–56.e6. doi: 10.1016/j.ccell.2017.06.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Quail DF, Joyce JA. The microenvironmental landscape of brain tumors. Cancer Cell. 2017;31:326–41. doi: 10.1016/j.ccell.2017.02.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Jin X, Kim LJY, Wu Q, Wallace LC, Prager BC, Sanvoranart T. et al. Targeting glioma stem cells through combined BMI1 and EZH2 inhibition. Nat Med. 2017;23:1352–61. doi: 10.1038/nm.4415. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Man J, Yu X, Huang H, Zhou W, Xiang C, Huang H. et al. Hypoxic induction of vasorin regulates Notch1 turnover to maintain glioma stem-like cells. Cell Stem Cell. 2018;22:104–18.e6. doi: 10.1016/j.stem.2017.10.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Zhou W, Chen C, Shi Y, Wu Q, Gimple RC, Fang X. et al. Targeting glioma stem cell-derived pericytes disrupts the blood-tumor barrier and improves chemotherapeutic efficacy. Cell Stem Cell. 2017;21:591–603.e4. doi: 10.1016/j.stem.2017.10.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Spencer D, Yu D, Morshed RA, Li G, Pituch KC, Gao DX. et al. Pharmacologic modulation of nasal epithelium augments neural stem cell targeting of glioblastoma. Theranostics. 2019;9:2071–83. doi: 10.7150/thno.29581. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Batlle E, Clevers H. Cancer stem cells revisited. Nat Med. 2017;23:1124–34. doi: 10.1038/nm.4409. [DOI] [PubMed] [Google Scholar]
- 12.Lytle NK, Barber AG, Reya T. Stem cell fate in cancer growth, progression and therapy resistance. Nat Rev Cancer. 2018;18:669–80. doi: 10.1038/s41568-018-0056-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Liu J, Tan Y, Zhang H, Zhang Y, Xu P, Chen J. et al. Soft fibrin gels promote selection and growth of tumorigenic cells. Nat Mater. 2012;11:734–41. doi: 10.1038/nmat3361. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Prasetyanti PR, Medema JP. Intra-tumor heterogeneity from a cancer stem cell perspective. Mol Cancer. 2017;16:41. doi: 10.1186/s12943-017-0600-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Wang L, Zhu B, Zhang M, Wang X. Roles of immune microenvironment heterogeneity in therapy-associated biomarkers in lung cancer. Semin Cell Dev Biol. 2017;64:90–7. doi: 10.1016/j.semcdb.2016.09.008. [DOI] [PubMed] [Google Scholar]
- 16.Zhang M, Xu C, Wang HZ, Peng YN, Li HO, Zhou YJ. et al. Soft fibrin matrix downregulates DAB2IP to promote Nanog-dependent growth of colon tumor-repopulating cells. Cell Death Dis. 2019;10:151. doi: 10.1038/s41419-019-1309-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Theocharis AD, Skandalis SS, Gialeli C, Karamanos NK. Extracellular matrix structure. Adv Drug Deliv Rev. 2016;97:4–27. doi: 10.1016/j.addr.2015.11.001. [DOI] [PubMed] [Google Scholar]
- 18.Abyaneh HS, Regenold M, McKee TD, Allen C, Gauthier MA. Towards extracellular matrix normalization for improved treatment of solid tumors. Theranostics. 2020;10:1960–80. doi: 10.7150/thno.39995. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.De Palma M, Biziato D, Petrova TV. Microenvironmental regulation of tumour angiogenesis. Nature reviews Cancer. 2017;17:457–74. doi: 10.1038/nrc.2017.51. [DOI] [PubMed] [Google Scholar]
- 20.Kalluri R. The biology and function of fibroblasts in cancer. Nature reviews Cancer. 2016;16:582–98. doi: 10.1038/nrc.2016.73. [DOI] [PubMed] [Google Scholar]
- 21.Prager BC, Xie Q, Bao S, Rich JN. Cancer Stem Cells: The architects of the tumor ecosystem. Cell Stem Cell. 2019;24:41–53. doi: 10.1016/j.stem.2018.12.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Nallanthighal S, Heiserman JP, Cheon DJ. The Role of the Extracellular matrix in cancer stemness. Front Cell Dev Biol. 2019;7:86. doi: 10.3389/fcell.2019.00086. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Braam SR, Zeinstra L, Litjens S, Ward-van Oostwaard D, van den Brink S, van Laake L. et al. Recombinant vitronectin is a functionally defined substrate that supports human embryonic stem cell self-renewal via alphavbeta5 integrin. Stem Cells. 2008;26:2257–65. doi: 10.1634/stemcells.2008-0291. [DOI] [PubMed] [Google Scholar]
- 24.Li A, Zhou T, Guo L, Si J. Collagen type I regulates beta-catenin tyrosine phosphorylation and nuclear translocation to promote migration and proliferation of gastric carcinoma cells. Oncol Rep. 2010;23:1247–55. doi: 10.3892/or_00000757. [DOI] [PubMed] [Google Scholar]
- 25.Laperle A, Hsiao C, Lampe M, Mortier J, Saha K, Palecek SP. et al. α-5 Laminin synthesized by human pluripotent stem cells promotes self-renewal. Stem Cell Reports. 2015;5:195–206. doi: 10.1016/j.stemcr.2015.06.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Kirkland SC. Type I collagen inhibits differentiation and promotes a stem cell-like phenotype in human colorectal carcinoma cells. Br J Cancer. 2009;101:320–6. doi: 10.1038/sj.bjc.6605143. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Condello S, Sima L, Ivan C, Cardenas H, Schiltz G, Mishra RK. et al. Tissue transglutaminase regulates interactions between ovarian cancer stem cells and the tumor niche. Cancer Res. 2018;78:2990–3001. doi: 10.1158/0008-5472.CAN-17-2319. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Seguin L, Kato S, Franovic A, Camargo MF, Lesperance J, Elliott KC. et al. An integrin β₃-KRAS-RalB complex drives tumour stemness and resistance to EGFR inhibition. Nat Cell Biol. 2014;16:457–68. doi: 10.1038/ncb2953. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Cheng S, Huang Y, Lou C, He Y, Zhang Y, Zhang Q. FSTL1 enhances chemoresistance and maintains stemness in breast cancer cells via integrin β3/Wnt signaling under miR-137 regulation. Cancer Biol Ther. 2019;20:328–37. doi: 10.1080/15384047.2018.1529101. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Jin H, He Y, Zhao P, Hu Y, Tao J, Chen J. et al. Targeting lipid metabolism to overcome EMT-associated drug resistance via integrin β3/FAK pathway and tumor-associated macrophage repolarization using legumain-activatable delivery. Theranostics. 2019;9:265–78. doi: 10.7150/thno.27246. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Zhong C, Tao B, Chen Y, Guo Z, Yang X, Peng L. et al. B7-H3 regulates glioma growth and cell invasion through a JAK2/STAT3/Slug-dependent signaling pathway. Onco Targets Ther. 2020;13:2215–24. doi: 10.2147/OTT.S237841. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Zhang R, Ma M, Lin XH, Liu HH, Chen J, Chen J. et al. Extracellular matrix collagen I promotes the tumor progression of residual hepatocellular carcinoma after heat treatment. BMC Cancer. 2018;18:901. doi: 10.1186/s12885-018-4820-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Wu X, Cai J, Zuo Z, Li J. Collagen facilitates the colorectal cancer stemness and metastasis through an integrin/PI3K/AKT/Snail signaling pathway. Biomed Pharmacother. 2019;114:108708. doi: 10.1016/j.biopha.2019.108708. [DOI] [PubMed] [Google Scholar]
- 34.Rick JW, Chandra A, Dalle Ore C, Nguyen AT, Yagnik G, Aghi MK. Fibronectin in malignancy: cancer-specific alterations, protumoral effects, and therapeutic implications. Semin Oncol. 2019;46:284–90. doi: 10.1053/j.seminoncol.2019.08.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Topalovski M, Brekken RA. Matrix control of pancreatic cancer: New insights into fibronectin signaling. Cancer Lett. 2016;381:252–8. doi: 10.1016/j.canlet.2015.12.027. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Kwaan HC, Lindholm PF. Fibrin and fibrinolysis in cancer. Semin Thromb Hemost. 2019;45:413–22. doi: 10.1055/s-0039-1688495. [DOI] [PubMed] [Google Scholar]
- 37.Liao YX, Zhang ZP, Zhao J, Liu JP. Effects of fibronectin 1 on cell proliferation, senescence and apoptosis of human glioma cells through the PI3K/AKT Signaling Pathway. Cell Physiol Biochem. 2018;48:1382–96. doi: 10.1159/000492096. [DOI] [PubMed] [Google Scholar]
- 38.Takeda K, Mizushima T, Yokoyama Y, Hirose H, Wu X, Qian Y. et al. Sox2 is associated with cancer stem-like properties in colorectal cancer. Sci Rep. 2018;8:17639. doi: 10.1038/s41598-018-36251-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Hüser L, Novak D, Umansky V, Altevogt P, Utikal J. Targeting SOX2 in anticancer therapy. Expert Opin Ther Targets. 2018;22:983–91. doi: 10.1080/14728222.2018.1538359. [DOI] [PubMed] [Google Scholar]
- 40.Chaudhary S, Islam Z, Mishra V, Rawat S, Ashraf GM, Kolatkar PR. Sox2: a regulatory factor in tumorigenesis and metastasis. Curr Protein Pept Sci. 2019;20:495–504. doi: 10.2174/1389203720666190325102255. [DOI] [PubMed] [Google Scholar]
- 41.Maldonado MDM, Dharmawardhane S. Targeting Rac and Cdc42 GTPases in cancer. Cancer Res. 2018;78:3101–11. doi: 10.1158/0008-5472.CAN-18-0619. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Qadir MI, Parveen A, Ali M. Cdc42: Role in cancer management. Chem Biol Drug Des. 2015;86:432–9. doi: 10.1111/cbdd.12556. [DOI] [PubMed] [Google Scholar]
- 43.Dupont S, Morsut L, Aragona M, Enzo E, Giulitti S, Cordenonsi M. et al. Role of YAP/TAZ in mechanotransduction. Nature. 2011;474:179–83. doi: 10.1038/nature10137. [DOI] [PubMed] [Google Scholar]
- 44.Pajtler KW, Wei Y, Okonechnikov K, Silva PBG, Vouri M, Zhang L. et al. YAP1 subgroup supratentorial ependymoma requires TEAD and nuclear factor I-mediated transcriptional programmes for tumorigenesis. Nat Commun. 2019;10:3914. doi: 10.1038/s41467-019-11884-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Santofimia-Castaño P, Xia Y, Peng L, Velázquez-Campoy A, Abián O, Lan W. et al. Targeting the stress-induced protein NUPR1 to treat pancreatic adenocarcinoma. Cells. 2019;11:1453. doi: 10.3390/cells8111453. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Neradil J, Veselska R. Nestin as a marker of cancer stem cells. Cancer Sci. 2015;106:803–11. doi: 10.1111/cas.12691. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Huang W, Zhong Z, Luo C, Xiao Y, Li L, Zhang X. et al. The miR-26a/AP-2α/Nanog signaling axis mediates stem cell self-renewal and temozolomide resistance in glioma. Theranostics. 2019;9:5497–516. doi: 10.7150/thno.33800. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Sun JH, Luo Q, Liu LL, Song GB. Liver cancer stem cell markers: Progression and therapeutic implications. World J Gastroenterol. 2016;22:3547–57. doi: 10.3748/wjg.v22.i13.3547. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Saygin C, Matei D, Majeti R, Reizes O, Lathia JD. Targeting cancer stemness in the clinic: from hype to hope. Cell Stem Cell. 2019;24:25–40. doi: 10.1016/j.stem.2018.11.017. [DOI] [PubMed] [Google Scholar]
- 50.Jones CL, Stevens BM, D'Alessandro A, Reisz JA, Culp-Hill R, Nemkov T. et al. Inhibition of amino acid metabolism selectively targets human leukemia stem cells. Cancer Cell. 2018;34:724–40.e4. doi: 10.1016/j.ccell.2018.10.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Brown Y, Hua S, Tanwar PS. Extracellular matrix-mediated regulation of cancer stem cells and chemoresistance. Int J Biochem Cell Biol. 2019;109:90–104. doi: 10.1016/j.biocel.2019.02.002. [DOI] [PubMed] [Google Scholar]
- 52.Insua-Rodríguez J, Oskarsson T. The extracellular matrix in breast cancer. Adv Drug Deliv Rev. 2016;97:41–55. doi: 10.1016/j.addr.2015.12.017. [DOI] [PubMed] [Google Scholar]
- 53.Adams GN, Rosenfeldt L, Frederick M, Miller W, Waltz D, Kombrinck K. et al. Colon cancer growth and dissemination relies upon thrombin, stromal PAR-1, and fibrinogen. Cancer Res. 2015;75:4235–43. doi: 10.1158/0008-5472.CAN-15-0964. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Hanker AB, Estrada MV, Bianchini G, Moore PD, Zhao J, Cheng F. et al. Extracellular matrix/integrin signaling promotes resistance to combined inhibition of HER2 and PI3K in HER2(+) breast cancer. Cancer Res. 2017;77:3280–92. doi: 10.1158/0008-5472.CAN-16-2808. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Natarajan S, Foreman KM, Soriano MI, Rossen NS, Shehade H, Fregoso DR. et al. Collagen remodeling in the hypoxic tumor-mesothelial niche promotes ovarian cancer metastasis. Cancer Res. 2019;79:2271–84. doi: 10.1158/0008-5472.CAN-18-2616. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Gao W, Wu D, Wang Y, Wang Z, Zou C, Dai Y. et al. Development of a novel and economical agar-based non-adherent three-dimensional culture method for enrichment of cancer stem-like cells. Stem Cell Res Ther. 2018;9:243. doi: 10.1186/s13287-018-0987-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Paolillo M, Colombo R, Serra M, Belvisi L, Papetti A, Ciusani E, Stem-like cancer cells in a dynamic 3D culture system: a model to study metastatic cell adhesion and anti-cancer drugs. Cells. 2019. 8. [DOI] [PMC free article] [PubMed]
- 58.Zhang S, Mercado-Uribe I, Xing Z, Sun B, Kuang J, Liu J. Generation of cancer stem-like cells through the formation of polyploid giant cancer cells. Oncogene. 2014;33:116–28. doi: 10.1038/onc.2013.96. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Shahid S, Iman A, Matti U, Rachid K, Assaf A, Eveno C. et al. Fibrin Deposit on the Peritoneal Surface Serves as a niche for cancer expansion in carcinomatosis patients. neoplasia (New York, NY) 2019;21:1091–101. doi: 10.1016/j.neo.2019.08.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Ao R, Guan L, Wang Y, Wang JN. Silencing of COL1A2, COL6A3, and THBS2 inhibits gastric cancer cell proliferation, migration, and invasion while promoting apoptosis through the PI3k-Akt signaling pathway. J Cell Biochem. 2018;119:4420–34. doi: 10.1002/jcb.26524. [DOI] [PubMed] [Google Scholar]
- 61.Hamidi H, Ivaska J. Author correction: every step of the way: integrins in cancer progression and metastasis. Nat Rev Cancer. 2019;19:179. doi: 10.1038/s41568-019-0112-1. [DOI] [PubMed] [Google Scholar]
- 62.Hicks-Berthet J, Varelas X. Integrin-FAK-CDC42-PP1A signaling gnaws at YAP/TAZ activity to control incisor stem cells. Bioessays. 2017. 39. [DOI] [PMC free article] [PubMed]
- 63.Cooper J, Giancotti FG. Integrin signaling in cancer: mechanotransduction, stemness, epithelial plasticity, and therapeutic resistance. Cancer Cell. 2019;35:347–67. doi: 10.1016/j.ccell.2019.01.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Hamidi H, Ivaska J. Every step of the way: integrins in cancer progression and metastasis. Nat Rev Cancer. 2018;18:533–48. doi: 10.1038/s41568-018-0038-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Seystahl K, Gramatzki D, Roth P, Weller M. Pharmacotherapies for the treatment of glioblastoma - current evidence and perspectives. Expert Opin Pharmacother. 2016;17:1259–70. doi: 10.1080/14656566.2016.1176146. [DOI] [PubMed] [Google Scholar]
- 66.Stupp R, Hegi ME, Gorlia T, Erridge SC, Perry J, Hong YK. et al. Cilengitide combined with standard treatment for patients with newly diagnosed glioblastoma with methylated MGMT promoter (CENTRIC EORTC 26071-22072 study): a multicentre, randomised, open-label, phase 3 trial. Lancet Oncol. 2014;15:1100–8. doi: 10.1016/S1470-2045(14)70379-1. [DOI] [PubMed] [Google Scholar]
- 67.Oron Y. Integrin-based therapy of pancreatic adenocarcinoma: current status and future perspectives. Minerva Gastroenterol Dietol. 2015;61:71–86. [PubMed] [Google Scholar]
- 68.Wang S, Zhou X, Yang J. Integrin αvβ3 is essential for maintenance of decidua tissue homeostasis and of natural killer cell immune tolerance during pregnancy. Reprod Sci. 2018;25:1424–30. doi: 10.1177/1933719117746766. [DOI] [PubMed] [Google Scholar]
- 69.López-Valero I, Torres S, Salazar-Roa M, García-Taboada E, Hernández-Tiedra S, Guzmán M. et al. Optimization of a preclinical therapy of cannabinoids in combination with temozolomide against glioma. Biochem Pharmacol. 2018;157:275–84. doi: 10.1016/j.bcp.2018.08.023. [DOI] [PubMed] [Google Scholar]
- 70.Pietanza MC, Waqar SN, Krug LM, Dowlati A, Hann CL, Chiappori A. et al. Randomized, double-blind, phase II study of temozolomide in combination with either veliparib or placebo in patients with relapsed-sensitive or refractory small-cell lung cancer. J Clin Oncol. 2018;36:2386–94. doi: 10.1200/JCO.2018.77.7672. [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.