All animal procedures were performed in compliance with established institutional standards for the humane care and use of laboratory animals and were formally approved by the institutional Animal Ethics Committee. Measures were taken to reduce discomfort and distress to the animals whenever possible.
Work involving chemical compounds, dyes, and biological samples followed established biosafety practices to mitigate potential risks. Potentially hazardous substances-including paraformaldehyde, copper-based reagents, and DHE-were handled with appropriate personal protective equipment, including gloves, face masks, and safety glasses. All waste materials, such as spent reagents and contaminated disposable items, were segregated into designated biohazard receptacles and subsequently treated by authorized hazardous waste management services in line with institutional and environmental safety regulations. The overall experimental design is outlined in Figure 1.

Figure 1: The workflow of this study. Please click here to view a larger version of this figure.
Cell culture and grouping
Normal human brain astrocytes (NHA) and glioblastoma cell lines A172, U251, LN229, and SHG-44 (see Table of Materials) were cultured in DMEM medium containing 10% fetal bovine serum (FBS) and maintained in an incubator at 3 °C with 5% CO₂. The medium was changed every other day, and cells were passaged when they reached approximately 80% confluency. The appropriate dose and exposure time for CUM were determined using the MTT assay. NHA, A172, U251, LN229, and SHG-44 cells were treated with different concentrations (0, 2.5, 5, 10, 20, and 4 µM) of CUM for 24, 48, and 7 h, respectively23. Then, 2 µL of MTT solution was added. After h, 15 µL of dimethyl sulfoxide was added to each well and gently mixed. Optical density (OD) at 45 nm was measured using a microplate reader. Untreated cells (Control group) were used as negative controls in all experiments.
A172 and U251 cells were seeded and divided into groups: Control, CUM low-dose (1 µM), CUM high-dose (2 µM), AKT inhibitor (MK-2206), AKT inhibitor + Wnt inhibitor (MK-2206 + LGK974), and Elsm-Cu (Elesclomol + CuCl₂), based on treatment conditions. Cells in the CUM groups were treated with 10 or 2 µM CUM for 4 h. Cells in the MK-2206 group received 1 µM MK-2206 for 2 h. Cells in the MK-2206 + LGK974 group were treated with µM LGK974 for h after MK-2206 exposure. Elsm-Cu group cells were treated with 100 nM Elesclomol and µM CuCl₂ for 4 h14.
Flow cytometry
Cultured A172 and U251 cells in each group were incubated with PBS containing 1 µg/mL PI staining solution for 1 min. Cells were then treated with 0.25% trypsin and collected by centrifugation (20 × g, min, room temperature). PI-positive cells were detected using a flow cytometer with a PE channel (excitation at 488 nm), and the cell death rate was calculated27.
Carboxyfluorescein succinimidyl amino ester (CFSE) assay
A172 and U251 cells were incubated with µmol/L CellTrace CFSE dye at 3 °C for 1 min in the dark. The medium was then neutralized, and cells were centrifuged at 20 × g for min at room temperature. After collection, cells were cultured and treated according to their groupings. CFSE fluorescence intensity was analyzed using flow cytometry (excitation at 488 nm)27.
Cell clone formation assay
Cultured A172 and U251 cells were digested, resuspended, and counted. Two milliliters of the prepared cell suspension was added. After gentle mixing, cells were incubated for approximately 14 days. Cells were then fixed with 4% paraformaldehyde for 3 min, and the fixative was discarded. After staining with 0.1% crystal violet. Colony images were captured, and the clone formation rate was calculated14.
Cell scratch test
A172 and U251 cells (1 × 106 cells/well) were cultured until they reached 90% confluency. The cell monolayer was scratched once using a sterile 2 µL tip to create a wound and then treated with different concentrations of CUM for h and 48 h. Images were captured using a microscope. The scratch healing rate was evaluated using ImageJ software. Images were converted to 8-bit format, a unified threshold was set to distinguish the scratch area from the cell area, and the scratch areas at 0 h and 48 h were calculated using the Analyze Particles function. Scratch healing rate (%) = (0 h distance − 48 h distance) / 0 h distance × 100%23.
Transwell experiment
A172 and U251 cells were exposed to the specified treatments, then enzymatically detached and centrifuged at 200 × g for 5 min at room temperature. The cells were resuspended in serum-free medium. Matrigel was diluted at a 1:8 ratio in serum-free medium, thoroughly mixed, and 5 µL was applied to the upper chamber of a Transwell insert, followed by a 4 h incubation. A total of 5 × 104 cells per well were added to the upper chamber, while 60 µL of medium supplemented with 20% FBS was placed in the lower chamber. After 48 h of incubation, cells were fixed using paraformaldehyde and stained with crystal violet. Five visual fields were selected from the center and periphery of each well. Cells were observed and imaged under a microscope. Invasive cells were calculated using ImageJ. Images were converted to 8-bit format, thresholds were applied to distinguish stained cells from the background, and the Analyze Particles function counted cells that had migrated through the membrane23.
Mitochondrial membrane potential (MMP) detection
Cultured A172 and U251 cells in each group were incubated with mL of JC-1 working solution for 30 min in the dark. Cells were washed gently with precooled JC-1 buffer, observed, and photographed using a fluorescence microscope. Using 488 nm excitation, JC-1 polymer and monomer signals were collected using 590 nm and 530 nm emission filters, respectively. The red/green fluorescence ratio (JC-1 aggregates to monomers) was analyzed using ImageJ software to evaluate MMP changes28. Images of red and green channels were extracted separately, and the average fluorescence intensity in the same region was quantified.
Oxygen consumption rate (OCR) detection
Cultured A172 and U251 cells were seeded. The plate was placed in a preheated analyzer at 3 °C for adaptation. Once adapted, the determination medium was added. After automatic calibration, the plate was equilibrated for 15-2 min at 3 °C without CO2. Baseline OCR was measured, and the assay program was set to record mitochondrial OCR at defined intervals. Data were exported for subsequent analysis28.
MitoSOX fluorescent probe detection of reactive oxygen species (ROS)
A172 and U251 cells were adjusted to a density of 1 × 104 cells/mL, and 1 mL per well was seeded in a confocal dish, and then the drug intervention was performed. The cell supernatant was discarded, and 1 mL of diluted MitoSOX probe (1:1,000) was added. Cells were incubated in the dark at 3 °C for 1 min. Fluorescence signal was captured using a fluorescence microscope (excitation/emission: 510/580 nm) to assess mitochondrial ROS levels29.
Immunofluorescence
Coverslips were washed once with DMEM culture medium. They were then placed in six-well plates for cell seeding and drug intervention. After 24 h, the cells were fixed in 4% paraformaldehyde and subsequently blocked with 5% bovine serum albumin (BSA) for 30 min. The blocking solution was removed, and diluted primary antibodies targeting dihydrolipoamide acetyltransferase (DLAT) and β-catenin were applied, followed by overnight incubation at °C30. Fluorescently labeled secondary antibodies were then introduced and incubated at 3 °C for 30 min. Cell nuclei were counterstained with DAPI, and slides were mounted using an antifade reagent. Fluorescence images were captured using a fluorescence microscope, and signal intensity was quantified with ImageJ software. Images were converted to 8-bit format, and a consistent threshold was applied to distinguish target signals from background noise. The Rectangle tool was used to select the desired cell regions, and average fluorescence intensity was measured27. To visualize mitochondria, cells were treated with 20 nM MitoTracker Red CMXRos for 30 min and then fixed with paraformaldehyde30.
TCF/LEF1 luciferase reporter kit
Wnt/β-catenin activation within A172 and U251 cells was assessed using a TCF/LEF1 luciferase reporter kit. The TCF/LEF reporter vector contains a TATA box and T cell factor/lymphoid enhancer factor (TCF/LEF) response elements, enabling indirect detection of β-catenin transcriptional activity via green fluorescent protein (GFP) expression. Cultured A172 and U251 cells were reversely transfected with 5 ng TCF/LEF reporter vector. Sixteen hours post-transfection, fluorescence intensity was recorded using a microplate reader with excitation and emission settings of 488 and 51 nm, respectively31.
Tumor-bearing mice
Ten male BALB/c nude mice (7 weeks old, 2 ± 2 g) were maintained under specific pathogen-free conditions (2 °C, 65% humidity) with unrestricted access to standard chow and water. All procedures were approved by the Ethics Review Committee of the First Affiliated Hospital of Yangtze University (No 2023092; approval date: 18.10.2023).
To establish a GBM xenograft model, A172 cells (4 × 106 cells/mL) were suspended in serum-free medium, and 0.1 mL was injected subcutaneously into the right flank of each mouse. Animals were randomly assigned to either a Control group or a CUM treatment group (n = 5 per group). The CUM group received 60 mg/kg curcumin daily via oral gavage, while the Control group received an equal volume of saline. Tumor diameters were recorded every 7 days using a vernier caliper, and tumor volume was calculated using the formula ½ × length × width2 (mm3). After 5 weeks, mice were euthanized by cervical dislocation, and tumors were harvested under sterile conditions for weight measurement32.
TUNEL assay
Tumor tissues were fixed in 4% paraformaldehyde for 24 h, dehydrated in ethanol, embedded in paraffin, and sectioned at µm thickness. Sections were dewaxed and rehydrated, rinsed with PBS, treated with proteinase K for 50 min for antigen retrieval, and incubated with 3% hydrogen peroxide. TUNEL reaction mixture was applied for 1 h, followed by mounting with an antifade reagent. Fluorescence images were acquired by microscopy, and TUNEL-positive cells per field were quantified using ImageJ software.
Immunohistochemistry
Paraffin-embedded tumor sections were baked at 6 °C, dewaxed in xylene, and rehydrated through a graded ethanol series. Antigen retrieval was performed using heated EDTA buffer, followed by quenching of endogenous peroxidase activity. Slides were incubated with anti-Ki-67 primary antibody overnight at °C. After incubation with a secondary antibody for 20 min, sections were stained with diaminobenzidine (DAB) for 5 min and counterstained with hematoxylin. Following dehydration and mounting with neutral resin, slides were imaged under a microscope. Positive staining was identified by brownish-yellow precipitate, and Ki-67-positive cells were quantified using ImageJ27.
Dihydroethidium (DHE) fluorescence staining
ROS levels were assessed using DHE fluorescence staining. Frozen tumor tissue sections were rinsed with PBS. Background fluorescence was quenched, and µM DHE was added to each section for 3 min. After PBS washing, sections were sealed in the dark. Fluorescence was observed using a microscope (excitation/emission: 518/605 nm), and five random images were collected per group. ImageJ was used to quantify ROS levels.
Cu2+ content detection
The concentration of Cu2+ in GBM cells and tumor tissues was assessed using a colorimetric detection kit. A172 and U251 cells, post treatment, were harvested and centrifuged at 1,500 × g for 10 min at °C. Cell pellets were resuspended in 0. mL of distilled water, sonicated on ice, and centrifuged again. Tumor tissues were homogenized in distilled water and similarly centrifuged at 4 °C for 10 min. Supernatants (1 µL) were transferred to a 96-well plate, mixed with 23 µL of chromogenic reagent, sealed, and incubated for 5 min. Optical density (OD) was measured at 58 nm using a microplate reader, and Cu2+ levels were calculated14.
Western Blot (WB)
Proteins were isolated from cultured cells and tumor tissues. Supernatants were obtained via centrifugation at 12,000 × g for 15 min at 4 °C, and protein concentrations were quantified using a BCA assay. After denaturation, samples were separated by SDS-PAGE, transferred to PVDF membranes, and blocked with 5% skim milk for 1 h. Membranes were washed in TBST and incubated overnight at °C with primary antibodies against FDX1, LIAS, DLAT, DLD, AKT, p-AKT, Wnt3a, GSK-3β, p-GSK-3β, β-catenin, p-β-catenin, and β-actin (see the Table of Materials)14,33. Following additional TBST washes, membranes were incubated with HRP-conjugated secondary antibodies for 1 h, developed using ECL reagent, and visualized by chemiluminescence. ImageJ software was used to quantify signal intensity using the Rectangle selection tool and Gels analysis function. Relative protein expression was calculated as the ratio of target band gray value to the internal control (GAPDH). Nuclear extracts from A172 and U251 cells were prepared using a nuclear protein extraction kit. Expression of β-catenin and Lamin B1 was assessed, with Lamin B1 serving as the nuclear loading control34.
Statistical analysis
Quantitative results reflect the mean of three independent replicates. All data were assessed for normal distribution and homogeneity of variance. One-way ANOVA followed by Tukey's post hoc test was used for comparisons across multiple groups. Data are presented as mean ± standard deviation (SD). A P-value of less than 0.05 was considered statistically significant. These procedures were used to ensure data robustness and support the reliability of conclusions.