Abstract
Purpose
Malignant gliomas are aggressive spinal cord tumors. In this study, we hypothesized that combination therapy using an anti-angiogenic agent, bevacizumab, and hypoxia-inducible glioblastoma-specific suicide gene could reduce tumor growth.
Materials and Methods
In the present study, we evaluated the effect of combination therapy using bevacizumab and pEpo-NI2-SV-TK in reducing the proliferation of C6 cells and tumor growth in the spinal cord. Spinal cord tumor was generated by the injection of C6 cells into the T5 level of the spinal cord. Complexes of branched polyethylenimine (bPEI)/pEpo-NI2-SV-TK were injected into the spinal cord tumor. Bevacizumab was then administered by an intraperitoneal injection at a dose of 7 mg/kg. The anti-cancer effects of combination therapy were analyzed by histological analyses and magnetic resonance imaging (MRI). The Basso, Beattie and Bresnahan scale scores for all of the treatment groups were recorded every other day for 15 days to assess the rat hind-limb strength.
Results
The complexes of bPEI/pEpo-NI2-SV-TK inhibited the viability of C6 cells in the hypoxia condition at 5 days after treatment with ganciclovir. Bevacizumab was decreased in the cell viability of human umbilical vein endothelial cells. Combination therapy reduced the tumor size by histological analyses and MRI. The combination therapy group showed improved hind-limb function compared to the other groups that were administered pEpo-NI2-SV-TK alone or bevacizumab alone.
Conclusion
This study suggests that combination therapy using bevacizumab with the pEpo-NI2-SV-TK therapeutic gene could be useful for increasing its therapeutic benefits for intramedullary spinal cord tumors.
Keywords: Bevacizumab, TK, erythropoietin enhancer, spinal cord, tumor
INTRODUCTION
Intramedullary spinal cord tumors (IMSCTs) possess approximately 4–10% of all central nervous system (CNS) tumors.1,2 Surgery is the main treatment method for IMSCTs; however, the involvement of neural tracts in IMSCTs makes it difficult to completely cure them by surgery.3,4 Recently, radiotherapy or chemotherapy after surgery are being considered as external modes of therapy for IMCSTs. A multi-disciplinary mode of treatment, involving maximal surgical resection along with radiotherapy-combined temozolomide, allows the patients to experience an average survival time of less than 2 years.5,6
Many studies have reported that combination treatments, such as chemotherapy, gene therapy, or radiotherapy display, improved the anti-cancer efficacy of glioblastomas in the spinal cord or the brain.7,8 Currently, the application of combination therapy using an anti-angiogenic agent and chemotherapy has been found to show higher therapeutic efficacy in the treatment of brain glioblastoma compared to any single mode of therapy alone.4,9 Bevacizumab is a monoclonal antibody that serves as an anti-angiogenic agent by targeting the vascular endothelial growth factor (VEGF) and inhibiting angiogenesis.10 It has been approved by the FDA as a first-line treatment for combination therapy of cancer.11 Pre-clinical evidence and clinical trials have confirmed that bevacizumab inhibits tumor progression by targeting abnormal tumor vessels.12,13 Bevacizumab therapy causes devascularization and hypoxia-like conditions in tumors.12
Tissue-specific gene delivery systems have been developed to increase the efficacy and safety by inducing protein expression after gene delivery and minimizing damage to normal cells.14 The glioma dual-specific TK gene increases the therapeutic efficacy in brain tumor tissues without side effect.15,16 Transcription regulation has been investigated using tissuespecific promoters, such as the glial fibrillary acidic protein (GFAP) promoter or nestin intron 2 (NI2).17,18 Kim, et al.15 reported that the use of Epo enhancer with NI2 dual-specific herpes simplex virus thymidine kinase gene (HSV-TK) and ganciclovir (GCV) is a powerful gene therapy strategy for malignant gliomas.19 The solid tumor-like glioblastoma grows rapidly, leading to a lack of blood supply.20,21 This results in a significantly low oxygen concentration in the tumor compared to the normal tissue, due to the rapid proliferation of tumor cells and the limited amount of oxygen available to diffuse into the tumor tissue.22 Previous studies have shown that the Epo enhancer increases gene expression in glioblastoma under the condition of hypoxia, while NI2 induces gene expression in neural stem cells or glioblastoma.23,24,25 In this study, we developed a novel therapy using a combination of bevacizumab, hypoxia, and the glioma dual-specific gene, pEpo-NI2-SV-TK, for the treatment of IMSCTs. We investigated whether a combination therapy involving bevacizumab and pEpo-NI2-SV-TK has enhanced anti-cancer effects on IMSCTs compared to using conventional therapies alone.
MATERIALS AND METHODS
Plasmid construction
The plasmids, pEpo-NI2-SV-Luci and pEpo-NI2-SV-TK, were constructed with the elements, Epo enhancer, NI2, and pSV-HSV-TK, as described previously.15 All of the plasmids used in this study, including pSV-Luci (Promega, Madison, WI, USA), were provided by Professor Minhyung Lee. The plasmids were transformed into Escherichia coli DH5-α (RBC, Taipei, Taiwan) and cultured in Luria-Bertani broth medium containing 50 µg/mL ampicillin at 37℃ overnight with continuous shaking at 250 rpm. The amplified plasmids were purified using the Endofree Maxi plasmid purification kit (Qiagen, Venlo, the Netherlands), according to the manufacturer's instructions. The plasmid DNA (pDNA) was quantified using a Nanodrop spectrophotometer (ND-1000, Thermo Fisher Scientific, Waltham, MA, USA) at a wavelength of 260 nm.
Cell culture
C6 (rat glioma) cells and human embryonic kidney (HEK 293) cells were maintained in Dulbecco's modified Eagle's medium (DMEM, Gibco, Grand Island, NY, USA) supplemented with 10% fetal bovine serum (FBS; Hyclone, Logan, UT, USA) and 1% penicillin/streptomycin (Gibco). To establish stable DsRed-expressing C6 cells, the complexes of the pBudCE4.1-DsRed plasmid with lipofectamine (Invitrogen, Carlsbad, CA, USA) were transfected into C6 cells, according to a previously described protocol.4 The DsRed-expressing cells were selected using Zeocin (Invitrogen). Human umbilical vein endothelial cells (HUVECs) were maintained in endothelial cell basal medium supplemented with endothelial cell growth medium (EGM-2) Bulletkit (Lonza, Walkersville, MD, USA) on culture dishes coated with 1 µg/cm2 human fibronectin (Sigma, St. Louis, MO, USA). The culture medium was replaced every other day.
Measurement of transfection efficiency and luciferase assay for the dual-specific gene
C6 and HEK 293 cells were plated into 6-well plates at a density of 2×105 cells/well and cultured overnight. Complexes of branched polyethylenimine (bPEI) (molecular weight: 25000 Da, Sigma) and the various pDNAs were prepared with an N/P ratio of 5, according to previous reports.26 Before transfection, the medium was replaced with serum-free DMEM. The bPEI/pDNA complexes were added to each well at a dosage of 2 µg pDNA/well, and the cells were incubated for 4 h. After the 4-h incubation, the medium was replaced with a fresh medium containing 10% FBS. The cells were incubated for an additional 44 h under the conditions of hypoxia (1% O2) or normoxia (20% O2). To evaluate the luciferase expression, luciferase activity was measured using the Promega Luciferase Assay System, in accordance with the manufacturer's protocol (Promega). Cells were washed with phosphate buffered saline (PBS) and then homogenized using 1x Reporter Lysis Buffer (Promega). The lysates were then incubated for 1 h on ice, followed by centrifugation at 13000×g for 10 min. The transfection efficiency of the various pDNAs was measured using a Versa-Max enzyme-linked immunosorbent assay (ELISA) microplate reader (Molecular Devices, Sunnyvale, CA, USA). The total protein content in the supernatants was determined using a bicinchoninic acid protein assay kit (Pierce Biotechnology, Rockford, IL, USA). Luciferase activity has been expressed as relative light units/mg protein.
In vitro effects of the dual-specific TK gene and GCV
To evaluate the effects of the dual-specific TK gene and GCV, the complexes of bPEI with pSV-TK or pEpo-NI2-TK were prepared with an N/P ratio of 5. C6 cells were plated into 12-well plates at a density of 5×104 cells/well and cultured for 24 h. The bPEI complexes were added to each well and incubated with the cells for 4 h. After incubation, the medium was replaced with fresh DMEM medium containing 10% FBS and 10 µg/mL GCV. The cells were then incubated for 2 or 5 days under hypoxic conditions.
In vitro effects of bevacizumab
The effects of bevacizumab were determined by measuring the mitochondrial metabolic activity of C6 cells and HUVECs treated with various concentrations of bevacizumab (Avastin, Roche, Basel, Switzerland) using an 4.1. 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyl tetrazolium bromide (MTT) assay. C6 cells and HUVECs were plated in 96-well plates at a density of 2×104 cells/well and cultured overnight. Various concentrations of bevacizumab (Roche Korea Co. Ltd., Seoul, Korea) were added to each respective well of the plates. After incubation for 3 days at 37℃, the cultured cells were rinsed with PBS, and 200 µL MTT (Thiazolyl Blue Tetrazolium Bromide, Sigma-Aldrich, 2 mg/mL in media, Sigma) was added to the cells. The plates were incubated for an additional 4 h at 37℃, after which the MTT solution was removed. The resulting insoluble particles were dissolved in 100 µL dimethyl sulfoxide Hybri-max™ (Sigma) for 30 min to dissolve the formazan crystals, followed by the measurement of absorbance at a wavelength of 540 nm using an ELISA plate reader.
Anti-cancer efficacy of bevacizumab and dual-specific TK gene in a spinal cord tumor model
The Animal Care and Use Committee of the Medical Research Institute of Yonsei University College of Medicine approved all of the protocols used in this study. Experiments were performed according to the international guidelines on ethical use of animals; minimal number of animals was used in this study. Spinal cord tumors were generated in adult male Sprague Dawley rats (250–300 g; n=28, Orient Bio, Seongnam, Korea) as described below. Sprague Dawley rat were anesthetized using Zoletil (30 mg/kg, Virbac, Carros, France), and an incision was made over the dorsal T6 level. After that, laminectomy was performed at the T5 level using an orthopedic bone cutter, and 1×105 C6 glioma cells dissolved in 3 µL PBS were injected into the T5 position using a Hamilton syringe (Hamilton, Bonaduz, Switzerland). Five days after the injection of C6 cells, the rats were randomly assigned to four experimental groups (n=7 for each group). The control group received an injection of 10 µL serum-free medium at the same injection site as the C6 cells. The TK alone group was injected with the complexes of 10 µg bPEI+pEpo-NI2-TK at the tumor site, followed by an intraperitoneal (I.P.) injection of 40 mg/kg GCV every day for the next 10 days. The bevacizumab alone group was given an I.P. injection of 7 mg/kg bevacizumab every other day for the next 10 days. The combination therapy group was given an I.P. injection of 10 µg bPEI/pEpo-NI2-TK complexes at the same injection site as the C6 cells, followed by I.P. injections of 40 mg/kg GCV every day and 7 mg/kg bevacizumab every other day for the next 10 days.
Histological analysis and functional tests
Rat hind-limb strength was assessed using the Basso, Beattie and Bresnahan (BBB) scale.27 The BBB locomotor scale has a wide range of evaluation for hindlimb movement, plantar stepping, coordinated limb movement, toe clearance, parallel paw position throughout the stem cycle, and tail consistently up. The BBB scores for all of the rats were tested pre-operatively to ensure a baseline locomotor rating of 21. The BBB score of 0 indicated no observable hindlimb movement after spinal cord injury.
Rats were placed in an open field testing area, allowed to adaptm and then observed for 5 min. After the operation, the BBB scores for all treatment groups were recorded every other day for 15 days. After the final injection, the rats were sacrificed and perfused with saline containing 4% paraformaldehyde (Merck, Frankfurt, Germany). The tumor regions were dissected and sectioned to a thickness of 10 µm for histological analyses. The sections were processed for standard hematoxylin and eosin (H&E) staining. To evaluate the effect of the dual-specific TK gene in spinal cord tumors, the sections prepared from areas that were approximately 0.5 mm and 1 mm lateral to the tumor injection site were observed by H&E staining.
Magnetic resonance imaging (MRI)
MRI was performed four times for each spinal cord tissue sample. For the detection of tumors, MRI was conducted using a Bruker 9.4T BioSpec scanner (Bruker Corporation, Ettlingen, Germany). A transverse T2-weighted RARE sequence with the following parameters was used: repetition time/effective echo time, 2000/9 ms; RARE factor, 2; in-plane resolution, 0.156×0.156 mm; slice thickness, 0.5 mm.
Statistical analysis
Quantitative data were expressed as the mean±standard deviation. Statistically analysis was performed by one-way ANOVA with the least significant difference method. Student's t-test was used to perform post-hoc comparisons of the sub-groups. All statistical analyses were performed using the SPSS software (version 21; IBM Corp., Armonk, NY, USA), and p-values less than 0.05 were considered statistically significant.
RESULTS
Transfection efficacy of dual-specific plasmid
To evaluate the effect of the glioma-hypoxia dual-specific gene, bPEI/pEpo-NI2-SV-Luci complexes were transfected into C6 glioma cells and HEK 293 cells under the conditions of normoxia or hypoxia. As a control, bPEI/pSV-Luci complexes were also transfected into the C6 glioma cells. In C6 cells, the luciferase activity of bPEI/pEpo-NI2-SV-Luci complexes was found to increase in the conditions of both normoxia and hypoxia. The luciferase activity of the bPEI/pEpo-NI2-SV-Luci complexes was approximately four times higher in hypoxia compared to normoxia (Fig. 1A). However, the luciferase activity of the bPEI/pSV-Luci complexes was not significantly different in the normoxia and hypoxia conditions. In contrast, in HEK 293 cells, there was no significant difference in the luciferase activity of the bPEI+pEpo-NI2-SV-Luci complex under normoxia and hypoxia (Fig. 1B). The bPEI/pEPO-NI2-SV-Luci complexes significantly induced the luciferase expression in C6 cells. These results showed that the plasmid pEpo-NI2-SV-Luci causes increased gene expression under hypoxia, and this effect is specific to the cell type.
Fig. 1. Dual-specific gene expression of luciferase gene by bPEI/Epo-NI2-SV-Luci. The bPEI/pSV-Luci and bPEI/pEpo-NI2-SV-Luci were transfected into (A) C6 cells and (B) HEK 293 cells. The cells were incubated for 2 days under normoxic or hypoxic conditions and assessed for luciferase activity. The data are expressed as the mean±standard deviation of six independent experiments. *p<0.05 compared to the normoxia group. bPEI, branched polyethylenimine; HEK, human embryonic kidney.
Effects of dual-specific TK gene in hypoxia condition
To optimize the amount of GCV treatment after the transfection of bPEI/pEpo-NI2-SV-TK complexes into glioma, we evaluated the cell viability 2 days after treatment with various concentrations of GCV using an MTT assay. The cell proliferation rate of C6 cells treated with 80 µg/mL GCV was not significantly different from those treated with 10 µg/mL GCV (Fig. 2A). To determine whether the glioma and hypoxia-specific effects of the TK gene were dependent on the concentration of GCV, we transfected the bPEI/pEpo-NI2-SV-TK complexes into C6 glioma cells and incubated them with various concentrations of GCV for 5 days under the conditions of hypoxia and normoxia. At the end of 5 days, cell viability in the groups treated with bPEI/pEpo-NI2-SV-TK complexes were found to be significantly different under hypoxia and normoxia conditions. In addition, the cell viability was found to decrease with an increase in GCV concentration (Fig. 2B).
Fig. 2. Cell viability, as measured by MTT assay, after transfection of bPEI/NI2-SV-TK complexes into C6 cells followed by GCV treatment. (A) C6 cell viability after treatment with various concentrations of GCV and (B) cell viability at 2 or 5 days after transfection with bPEI/NI2-SV-TK complexes followed by GCV treatment under the condition of hypoxia. *p<0.05 compared to the group not treated with GCV. MTT, 4.1. 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyl tetrazolium bromide; bPEI, branched polyethylenimine; GCV, ganciclovir.
Effect of bevacizumab on C6 glioma cells and HUVECs
We evaluated the effects of various concentrations of bevacizumab on the cytotoxicity of C6 cells and HUVECs using MTT assay. C6 glioma cells and HUVECs were treated with bevacizumab for 5 days. Bevacizumab is an angiogenesis inhibitor and reduces HUVEC proliferation.13 Five days after treatment with varying concentrations of bevacizumab, there was no inhibition in the proliferation of C6 cells (Fig. 3A). In contrast, in HUVECs, there was a significant decrease in the cell viability rate in the group treated with 50 µM bevacizumab compared to the untreated control group (p<0.05) (Fig. 3B).
Fig. 3. Cell viability 5 days after bevacizumab treatment in (A) C6 cells and (B) human umbilical vein endothelial cells. *p<0.05 compared to the group not treated with bevacizumab.
Effects of treatment with TK gene with GCV and Bevacizumab on spinal cord tumors
The anti-cancer effects of the combination therapy were evaluated 15 days after the injection of C6 cells into the spinal cord by measuring the hind-limb function. Hind-limb function was evaluated every other day for 15 days after the injection of C6 glioma cells. The median hind-limb BBB score for the four groups was 18 at 5 days post-injection of C6 glioma cells (Fig. 4). The BBB score of the control group started to decline on Day 9, and reached 5.2 on Day 15. The BBB score of the bPEI/pSV-TK complexes-treated group began to decline on Day 9 and reached approximately 8 on Day 15, while the BBB score of the bevacizumab-treated group started declining on Day 9 and reached approximately 10 on Day 15.
Fig. 4. Functional test of hind-limb strength. Hind-limb function was assessed using the BBB score every other day for 15 days after C6 glioma cell injection into the spinal cord. *p<0.05 combination therapy group compared to bPEI/pEpo-NI2-SV-TK complex-treated group at 13 days and 15 days. BBB, Basso, Beattie and Bresnahan; bPEI, branched polyethylenimine.

The anti-cancer effects of the various test treatments were also evaluated by performing histological analyses and MRI of the tumor area 15 days post-injection of the C6 cells (Fig. 5). Histological analyses showed the tumor area in the T5 region. Fig. 5 shows representative images of H&E-stained sections of spinal cord tumors from the various animal groups and labeled C6 cells in the spinal cord. We observed fewer labeled C6 cells in the spinal cord from the combination-treated group compared to other groups. The combined treatment with bevacizumab and dual-specific TK gene significantly reduced the tumor area compared to other treatments (Fig. 5). In the control group, nearly the entire area of the spinal cord was covered with the tumor. Compared to the control group, the groups treated with bevacizumab alone or the dual-specific TK gene alone showed greater inhibition of tumor growth in the spinal cord. The sagittal view of MRI indicated that the combined therapy of bevacizumab and dual-specific pTK gene inhibits IMSCT much more efficiently than treatment by bevacizumab or TK gene alone (Fig. 5C).
Fig. 5. Assessment of tumor size in the spinal cord after treatment. (A) H&E staining of IMSCT sections 10 days post-treatment with complexes and bevacizumab. The dotted yellow lines indicate the IMSCT area. (B) Photomicrographs of DsRed-expressing C6 glioma cells (red) in the spinal cord. Blue color indicates the spinal cord. Scale bar: 500 µm. The area occupied by DsRed-expressing cells was smaller in the combination treatment group than in the other groups. (C) Tumor area in spinal cord by cross section. (D) MRI analysis of IMSCTs. *p<0.05 combination therapy group compared to bPEI/pEpo-NI2-SV-TK complex-treated group, bevacizumab and control. H&E, hematoxylin and eosin; DAPI, 4,6-diamidino-2-phenylindole; IMSCTs, intramedullary spinal cord tumors; MRI, magnetic resonance imaging; bPEI, branched polyethylenimine.
DISCUSSION
The current treatment methods for IMSCTs includes surgery, chemotherapy, and radiotherapy.28,29 Recently, clinical advances in multi-modality treatment, such as chemotherapy combined with radiotherapy, have led to an increase in the survival rate of patients with IMSCTs.30 In addition to these methods, gene therapy has been explored as a possible alternative approach to overcome IMSCTs.31 This study showed that treatment using a combination of gene therapy and bevacizumab reduced the growth of spinal cord tumors with greater efficacy compared to using any treatment alone.
Combination treatment involving both dual-specific TK gene and bevacizumab inhibited the growth of tumor. Oh, et al.16 reported that combination therapy involving both glioblastoma-specific TK gene/R7L10 with bevacizumab to treat brain tumor reduced the tumor volume by approximately 50%. Also, combination therapy with mesenchymal-epithelial transition factor siRNA and VEGF siRNA for the reduction of VEGF expression decelerated cell growth more efficiently as compared to siRNA transfection alone.32 Here, we evaluated the anti-tumor effects of combination therapy of hypoxia-glioma dual-specific TK gene and bevacizumab in rat spinal cord tumors. Combination therapy of bPEI/dual specific TK gene and bevacizumab caused a slow decline in the hind-limb BBB scores and an approximately 2-fold decrease in the tumor area compared to treatment by bPEI/ dual-specific TK gene alone or bevacizumab alone (Fig. 5). These results show that combination therapy of bPEI/dual-specific TK gene with bevacizumab can increase the anti-cancer efficacy of gene therapy in malignant glioma of the spinal cord. We also found that even an injection of bPEI/dual-specific TK gene complexes alone or bevacizumab alone reduced the tumor area compared to the untreated control group (Fig. 5C). Bevacizumab is an FDA-approved drug with an anti-angiogenesis effect. It also has the effect of inhibition angiogenesis in tumors, thereby inhibiting tumor growth and causing hypoxia condition. As a result, it increases the effect of the dual-specific TK gene, although hypoxia condition induces VEGF expression.
The dual-specific TK gene increased the apoptosis of C6 glioma cells and reduced the side effects produced by tissue-specific promoters.33 Gene therapy using the HSV-TK suicide gene is a promising approach to treat tumors in the CNS.34 However, it also induces non-specific cell death near the tumor tissue. Many studies have reported the ability of tissue-specific genes to reduce such side effects and enhance the effects of therapeutic genes.35 Oh, et al.16 reported that complexes of R7L10 peptide/glioblastoma-specific TK gene with bevacizumab increased the therapeutic effect of the HSV-TK gene on glioblastoma in the brain. Also, these complexes using a low dose of PEI did not show tissue damage after intravenous injection. The tissue-specific GFAP promoter (gfa2) has been shown to reduce the side effects of gene therapy and increase its specificity.36 The insertion of an Epo enhancer upstream of the tissue-specific promoter increases the expression of the TK gene under hypoxic conditions, resulting in a dual-specific gene expression system.12 In this study, the hypoxia/glioma dual-specific gene expression system efficiently induced the expression of the cancer suicide gene in IMSCTs.
The present study demonstrated that a combination therapy using hypoxia-glioma dual-specific TK gene and bevacizumab resulted in better maintenance of the walking function in rat hind-limbs compared to using any treatment method alone (Fig. 4). This result may be attributed to the bevacizumab-induced inhibition of angiogenesis and development of a hypoxia-like condition in the tumors. These results also led to an increase in the expression of the hypoxia-glioma dual-specific TK gene and apoptosis of tumor cells. Anti-angiogenic therapy combined with chemotherapy offers several potential advantages over conventional chemotherapy.37,38 Bevacizumab, an anti-angiogenic agent, targets VEGF and inhibits its expression in tumors.39,40 Therefore, its use has been found to prevent angiogenesis, an effect that inhibits the growth of spinal cord tumors.4 Bevacizumab also reduces the side effects by limiting the amount and need for other chemotherapy or therapeutic genes.16
For the long-term study of spinal cord tumors, it is necessary that the combination therapy using both dual-specific TK gene and bevacizumab promotes the survival of the animals studied. A limitation of the present study was the use of C6 glioma cells of rats. Repeating the same experiments with a human tumor cell line will provide a better perspective. In this study, we demonstrated that the efficacy of dual-specific TK gene in the treatment of spinal cord tumor may be enhanced when combined with a bevacizumab injection. The combination treatment significantly reduced the tumor mass in the spinal cord and enhanced the walking function of the rat hind-limbs. These results suggest that the combination therapy using dual-specific TK gene and bevacizumab offers great potential for the treatment of spinal cord tumor.
ACKNOWLEDGEMENTS
This paper was supported by Wonkwang University in 2020 (2020-03-20-68).
Footnotes
The authors have no potential conflicts of interest to disclose.
- Conceptualization: Yoon Ha.
- Data curation: So-Jung Gwak and Yoon Ha.
- Formal analysis: all authors.
- Funding acquisition: So-Jung Gwak and Yoon Ha.
- Investigation: So-Jung Gwak and Yoon Ha.
- Methodology: all authors.
- Project administration: So-Jung Gwak and Yoon Ha.
- Resources: Yoon Ha.
- Software analysis: Lihua Che.
- Supervision: Yoon Ha.
- Validation: all authors.
- Visualization: So-Jung Gwak and Yoon Ha.
- Writing—original draft: So-Jung Gwak and Yeomin Yun.
- Writing—review & editing: Yoon Ha.
- Approval of final manuscript: all authors.
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