Introduction
Due to its aggressive and invasive nature, Glioblastoma continues to be the prevailing primary malignant neoplasm affecting the adult brain [
1]. The treatment approach for glioblastoma includes surgical intervention as well as adjuvant chemotherapy and radiation. It is well recognized that surgery has paramount significance in determining the prognosis of individuals afflicted with this condition [
2,
3]. No pharmacological intervention has been shown to change the course of the disease, except for the prolonged progression-free survival offered by the vascular endothelial growth factor antibody, bevacizumab, but not overall survival [
4]. Since the registration trial of temozolomide, there has been no substantial improvement in chemotherapy for patients with newly diagnosed glioblastoma [
5]. Studies showed that adding temozolomide chemotherapy to standard radiotherapy (60 Gy for 6 weeks) improved survival in patients aged 70 years or younger [
6]. However, due to the heterogeneity of the tumor microenvironment, infiltration of glioma stem cells, and low immunogenicity, GBM is characterized by a tendency to develop resistance to radiotherapy, recurrence and a low immune response [
7]. Although therapeutic advances have reached increasing improvements in shorter-term survival rates, GBM patients have remained a poor prognosis. Therefore, more effective medicines to enhance the prognosis of GBM patients are urgently needed.
Autophagy is a cellular mechanism in which a cell selectively sequesters its cytoplasmic proteins or organelles, enclosing them within vesicles that subsequently merge with lysosomes. This fusion results in the formation of autophagic lysosomes, which break down the encapsulated contents. Through this process, the cell effectively meets its metabolic requirements and facilitates the regeneration of certain organelles [
7,
8]. Aberrant autophagy has been implicated in various diseases including glioblastoma [
9]. At the benign stage, autophagy has been shown to perform a tumor-suppressive role, while faulty autophagy has been linked to DNA damage and cancer [
10,
11]. Autophagy performs multiple functions in tumor formation and progression. The process of autophagy serves as a mechanism for suppressing tumor formation in the development of cancer by maintaining the stability of cellular and genomic conditions [
12]. However, to deal with various biological stresses, tumor cells’ cytoprotective autophagy increases tumor progression [
13]. Recently, targeting autophagy as a potential therapy for GBM has been proposed. Inhibition of protective autophagy can make GBM cells more sensitive to chemotherapeutic or radiotherapeutic agents, but excessive autophagic activation in GBM cells can also induce autophagic cell death [
14]. Diverse autophagy modulators, such as CQ, HCQ, and Lys05, have been evaluated for their anti-GBM efficacy [
15].
Several approved, experimental pharmaceuticals and natural compounds were reported to induce autophagy in various types of cancer [
16‐
18]. Metformin was associated with a 30% reduction in cancer occurrence, according to retrospective data analyses from patients with type 2 diabetes (T2D) [
19,
20]. Metformin can enhance TRAIL-induced cell death in TRAIL-resistant lung cancer cells by activating the autophagy flux, as demonstrated by a dose-dependent accumulation of LC3-II and a decrease in the p62 protein levels [
16]. Quercetin (3,5,7,3′,4′-Pentahydroxyflavone), among many other naturally occurring substances, has been recognized as an autophagy inducer [
21‐
23]. A preliminary investigation shown that the administration of quercetin resulted in the stimulation of acidic vesicular organelles and autophagic vacuoles, leading to an increase in the ratio of LC3-II/LC3-I. Additionally, quercetin facilitated the recruitment of LC3-II to the autophagosomes, therefore initiating autophagy in cells affected by gastric cancer [
24].
In this study, the effect of AAA237 on human glioblastoma cells and its underlying mechanism were investigated. AAA237 dose-dependently inhibited the proliferation of human glioblastoma cells U251 and LN229 with IC50 values of 0.485 and 0.407 μM at 48 h, respectively. AAA237 could significantly inhibit the process of growth, migration, invasion, and colony formation in glioblastoma multiforme cells. In addition, AAA237 can upregulate the level of hub gene, BNIP3, proved to downregulate the mTOR pathway, thereby activating autophagy. Meanwhile, analysis of differential expression genes (DEGs) enrichment and pathway enrichment revealed that AAA237 would exert anti-glioblastoma effects by regulating the mTOR pathway. Furthermore, AAA237 could enhance the dynamic fusion process between autophagosomes and lysosomes. In vivo, AAA237 significantly inhibited the tumorigenicity in the LN229 orthotopic model with no significant adverse effects on the organism. All the above results suggest that AAA237 might be a promising drug in the remedy of glioblastoma.
Materials and methods
Cell proliferation assay
Cells were seeded in the 96-well plate at a density of 4 × 103 cells/well and cultured at 37 °C with 0, 0.03, 0.1, 0.3, 1, 3, 10, 30, 100 μM AAA237 for 48 h and 72 h. After treatment, 10 μL of CCK-8 reagent was added into each well and incubated for 1 h. Then A450 was measured.
Cellular thermal shift assay (CETSA)
The supernatants of U251 and LN229 cell lysates were divided into two equal portions, one of which was used as the control group (DMSO), and the other was used as the drug incubation group and incubated at room temperature for 2 h. Then the two supernatants were divided into six equal portions, and were heated for 10 min at 45, 50, 55, 60, 65, and 70 °C, respectively, and cooled, and the cooled supernatants were added with loading buffer and were heated at 70 °C for 10 min, and then the SKP2 expression was detected by Western blot at the end of the process.
EdU-DNA synthesis assay
U251 and LN229 cells were inoculated in 96-well plates at a density of 4000 per well, and after incubation until the second day, the experimental group incubated the cells with AAA237 at concentrations of 0.3, 1, and 3 μM for 48 h and 72 h, respectively, and the control group was incubated with DMSO. The cells were then stained with EdU, Apollo 567, Hoechst 33342 and finally photographed with a fluorescence microscope (Nikon Eclipse Ti-U) following the steps in the kit.
About 3000 U251 and LN229 cells were put into six-well plate. After continuously being treated with AAA237 at 0, 0.3, 1, 3 μM for 2 weeks. After being washed, the clones were photographed. To do the 3D-matrigel experiment, the lower layer of gel was laid down first, and after waiting for about 20 min for the lower layer to solidify, the upper layer containing about 3000 U251 and LN229 cells was added. After 3–4 weeks of incubation, the formation of cell spheres can be observed under the microscope.
Transwell assay
To determine the ability of the cells to migrate and invade after the administration of AAA237, 24-well plates with transwell chambers with an 8 μm pore size (Corning Costar, USA) were used. 400 μL of the suspension containing 2 × 105 cells/mL cells was added to the upper chamber, and the plates were incubated for 3–4 h (the invasion required pre-spreading of Matrigel Matrix with pre-cooled serum-free and culture medium in a 1:7 ratio in the upper chamber). Once the cells were attached to the bottom, the culture medium was gently aspirated off of the upper chamber, and 200–300 μL of serum-free culture was added. 600 μL of 1640 culture medium containing 10–20% FBS was added to the lower chamber, and the plates were incubated for 19 (migration) or 24 h (invasion). After the incubation, the cells that successfully traversed the polycarbonate membrane were subjected to fixation using a 4% paraformaldehyde solution (G1101, Servicebio, China) for a duration of 15 min. Subsequently, these fixed cells were stained with a 1% crystal violet solution for a period of 30 min. The cells were visualized using a microscope manufactured by Nikon, a company based in Tokyo, Japan. Five fields per chamber were assessed for the numbers of migrated/invaded cells.
Western blot
Supernatants from the cell lysates were obtained by RIPA after being centrifuged. The blots were subsequently subjected to blocking in a 5% fat-free milk solution for a duration of 2 h at room temperature, followed by gentle agitation overnight at 4 °C with the primary antibodies. The principal antibodies used in this study were Actin (Proteintech, Rosemont, USA), SKP2, P27, P21, BNIP3, p-mTOR, mTOR, P62, Beclin1, ATG5, and LC3II (Cell Signalling Technology, Danvers, USA) (1000x dilution) (the detailed information of antibodies was shown in Additional file
1: Table S1). The membranes were cut horizontally. After being washed, the blots underwent incubation with the appropriate HRP-linked secondary antibody (Cell Signaling, Danvers, USA). In this research, the P62 protein was stripped and re-probed after being probed of Beclin1, the P27 protein was stripped and re-probed after being probed of P21, the mTOR protein was stripped and re-probed after being probed of p-mTOR.
RNA sequencing
Next-generation sequencing was performed by Expandbiotech Corporation (Beijing, China) on cells lysed in TRIzol. Using the DESeq2 R package (1.20.0), differential expression analysis was conducted.
RNA extraction and RT-qPCR
TRIzol Reagent was used to get total RNA, and a PrimeScript RT Reagent Kit was used to make cDNA. Real-time RT-PCR was used with the SYBR Premix Ex TaqIIKit to find the expression of differently expressed genes (the detailed information of sequence of primers was shown in Additional file
1: Table S2).
RNA interference
Based on the BNIP3 gene sequence and the principles of small molecule interfering RNA (siRNA) design, we designed and synthesized an siRNA targeting the human BNIP3 gene, 5ʹ-AAGGAACACGAGCGUCAUGAAdTdT-3ʹ. Logarithmic growth phase cells were selected and transfected with liposomal lipofectamin 3000-mediated interfering chain BNIP3 siRNA for U251 and LN229, respectively. After 48 h of transfection, mTOR protein level was measured by Western Blot.
Autophagic flux analysis
As per the guidelines provided by the manufacturer, the cells were subjected to infection using a tandem mRFP-GFP-LC3 adenovirus. Briefly, 5×104 U251 and LN229 cells were planted on a Glass Bottom Cell Culture Dish (801002, NEST, China) and infected for 24 h with tandem mRFP-GFP-LC3 adenovirus (1×108 TU/mL) at MOI = 1. Laser confocal microscopy was used to examine cells after they had been infected. Autophagosomes are shown by yellow puncta, whereas autolysosomes are represented by red puncta.
Transmission electron microscopy
Cells were fixed for 30 min at room temperature using an electron microscope fixative (G1102, Servicebio, China) and then postfixed for 2 h with 1% OsO4. After being dehydrated in gradient ethanol, the samples were infiltrated and embedded in epoxy resin (ZXBR, Spon 812). A transmission electron microscope (HITACHI HT7800; Tokyo, Japan) was used to photograph the ultrastructure of U251 and LN229 cells.
Xenograft GBM models In vivo
Animals
The female BALB/c-nude mice (17–19 g) were purchased from Beijing Vital River Laboratory (Beijing, China). Prior approval for these experiments was obtained from the ethics committee for laboratory animal care and the Institute of Materia Medica, Chinese Academy of Medical Science and Peking Union Medical College, located in Beijing, China.
LN229 glioma orthotopic model
Mice were put into sleep by injecting them with 0.2 mL of 0.6% sodium pentobarbital. A hole was made into the head 3 mm to the right and 0.5 mm in front of the bregma. The LN229 cells were taken out and put back into phosphate-buffered saline (PBS) until there were 5 × 106 cells/mL. The needle was inserted into the hole until it reached a depth of 3.3 mm, corresponding to the location of the right striatum. Cells was injected into the designated region at a controlled rate of 1 μL per minute, followed by the gradual withdrawal of the needle after a duration of 5 min. Then, bone wax was used to cover the pinhole.
Statistical analysis
The results are reported in the form of mean ± standard deviation (SD). Statistical significance between two groups or more than two groups was performed by Unpaired student’s t-test or one-way-ANOVA using GraphPad Prism 8.0 (GraphPad Software Inc., San Diego, CA, USA), and P < 0.05 was considered significant.
Discussion
GBM is well recognized as the most widespread and aggressive primary brain tumor. It is characterized by a discouraging prognosis, significant tumor heterogeneity at both intertumoral and intratumoral levels, and a notable absence of efficacious therapeutic interventions [
38]. In this study, we confirmed that AAA237 binds to Skp2 biophysically and further investigated the anti-cancer effect of AAA237 in vitro, showing that it inhibited the proliferation, migration and invasion of human GBM cells. Results from the RNA-Seq analysis revealed a differential expression of genes in GBM cells that were subjected to treatment with AAA237, in comparison to the control cells. Notably, the hub gene discovered in this study was BNIP3. In addition, AAA237 could upregulate the level of BNIP3, which was confirmed to activate autophagy via downregulating the mTOR pathway. Further analysis of differential gene enrichment, pathway validation and protein level verification also revealed that AAA237 exerted anti-GBM effects by regulating the mTOR pathway. mTOR plays a crucial role in regulating autophagy. AAA237 had the potential to enhance the dynamic process of autophagosome and lysosome fusion by activating the mTOR pathway. Based on the findings presented, it is plausible to consider AAA237 as a prospective pharmaceutical agent for the treatment of GBM.
Skp2 is classified as an F-box protein, which serves as a constituent of the SKP2-SKP1-Cullin-1-F-box (SCF) ubiquitin ligase tetrameric complex [
39]. SKP2 is an oncogene and a regulator of the cell cycle that is responsible for the identification and ubiquitination of phosphorylated proteins involved in cell cycle regulation [
39‐
41]. Seven compounds that inhibit the formation of the Skp2-Skp1 complex have been identified through virtual high-throughput screening and in vitro screening, with SZL-P1-41, in particular, exhibiting potent inhibition of the construction of the Skp2-Skp1 complex in relevant assays and inhibiting tumor growth effectively in vivo [
42,
43]. Unfortunately, Chia-Hsin Chan et al. were unable to acquire a single-crystal structure of the small molecule in complex with the Skp2 protein to confirm the actual mode of action, and there is potential for enhancing the anticancer efficacy and pharmacokinetic features of the small molecule [
43]. Inspired by this study, our group designed the novel small molecule inhibitor, AAA237, targeting the SKP2-SKP1 protein interaction hotspot. Results from intact cellular thermal shift assay showed that AAA237 binds to Skp2.
BNIP3, a number of BCL2 family, can induce autophagy [
27,
44,
45]. BNIP3 is a multifunctional protein localised in the outer mitochondrial membrane that can function as a pro-apoptotic protein or a pro-mitochondrial autophagy receptor. BNIP3 is involved in the nucleation and elongation steps of mitochondrial autophagy and ensures that phagocytic vesicles are recruited to mitochondria by binding to autophagosomal proteins, microtubule-associated proteins 1A/1B light chain 3B (Atg8A or LC3). In addition, BNIP3 binds to the central mitochondrial autophagy protein PTEN-inducible kinase 1 (Pink1), blocking its clearance and inducing mitochondrial autophagy. BNIP3 can induce autophgay via restraing mTOR pathway [
46]. Here, BNIP3 was found as the hub gene through overlapping the DEGs of RNA-Seq analysis. Our results revealed that AAA237 up-regulated BNIP3 and suppressed mTOR, which is the novel anti-GBM mechanism and distincted from AAA237-induced senescence in NSCLC [
47].
Autophagy, a multistep lysosomal degradation system that promotes nutrient recycling and metabolic adaptability, has been linked to cancer regulation [
48,
49]. Autophagy is a multistep process in which damaged or dysfunctional mitochondria are engulfed by phagocytic vesicles to form autophagosomes, which fuse with acidic lysosomes to degrade and circulate the relevant substances within the cell. In cancer, excellent works of autophagy inducers have been demonstrated: BH-3 mimetics, Rapamycin, Curcumin, Quercetin,etc. [
50]. Surpringly, AAA237 could induce autophagy in GBM cells via an mTOR-dependent pathway. Furthermore, AAA237 can promote the dynamic process of autophagosome and lysosome fusion. Whereas combination treatment with 3-MA and AAA237 markedly inhibited AAA237-induced autophagy.
In our previous study, the compound AAA237 showed a notable capacity to impede the proliferation of non-small cell lung cancer (NSCLC) cells both in vitro and in vivo. This action was seen to be linked to the interruption of the cell cycle in the G0/G1 phase through the regulation of the Skp2-Cip/Kip and PI3K/Akt-FOXO1 signaling pathways [
47]. In that study, it was discovered that AAA237 had anti-tumor properties on NSCLC through the initiation of apoptosis and the induction of senescence resulting from DNA damage. In contrast to our earlier research, we discovered in the current work a brand-new mechanism that AAA237 would activate BNIP3 as the hub gene, through which suppressed mTOR pathway and then induced autophagy in GBM cells. Furthermore, AAA237 has the potential to enhance the dynamic mechanism of autophagosome and lysosome fusion. This mechanism is quite distinguished from previous studies, which is due to the difference in tumor type. To sum up, it might be a potentially effective therapy for GBM.
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