1. Introduction
Glioblastoma (GBM), a primary malignant tumor of the central nervous system (CNS), originates from glioblasts. Its annual incidence rate is approximately 3–8 cases per 100,000 individuals [
1]. The management of GBMs demands a multidisciplinary strategy. This encompasses surgical resection, irradiation, systemic therapies, and supportive care [
2,
3]. Nevertheless, GBMs typically display a diffuse and infiltrative growth pattern. As a result, they are challenging to completely remove during surgery, highly prone to recurrence, and associated with a poor prognosis, thereby posing a well-recognized challenge in the field of neurosurgery [
4]. Temozolomide (TMZ), as a first-line chemotherapy drug for the treatment of gliomas, only shows its anti-tumor activity after entering the human body. It is converted into the active compound 5-(3-methyltriazen-1-yl)-imidazole-4-carboxamide (MTIC), a TMZ active metabolite, through a non-enzymatic pathway. MTIC exerts its toxic effect by methylating the guanine in DNA, generating O-6-methylguanine (O6-MeG). Normally, guanine (G) pairs with cytosine (C), but O6-MeG may incorrectly pair with thymine (T) due to structural changes, and cells will activate the mismatch repair system (MMR) to correct this error. However, due to the structural abnormalities of O6-MeG, MMR can recognize the mismatch site but cannot effectively repair it, ultimately leading to DNA strand breakage [
5,
6,
7]. However, these active metabolites have poor permeation through the blood–brain barrier. Ak Güliz used cetyl palmitate as the raw material and monocarboxylate transporter-1 and β-hydroxybutyric acid as the target molecules. Anti-cancer drugs carustine and TMZ are formulated into solid lipid nanoparticles (SLN) to enhance their anti-proliferative effects against GBM [
8]. Jigar used the reverse-phase evaporation method to prepare TMZ-loaded PEGylated liposomes that provide optimal drug concentration at the tumor site [
9]. In Xu’s work, poly(2-ethyl-2-oxazoline) conjugated to TMZ was synthesized and directly dissolved in PBS to form prodrug micelles, prolonging circulation time in vivo and increasing TMZ accumulation in glioblastoma [
10]. Therefore, improving the therapeutic effect of TMZ on GBM has become a key issue currently faced by TMZ in the treatment of GBM, including enhancing the sensitivity of GBM to TMZ, increasing its solubility, prolonging its action time, increasing its targeting effect and the blood–brain barrier penetration ability, and reducing systemic toxicity.
In recent years, nanomaterials have received high attention and widespread application in the field of biomedical research [
11]. With its extremely small size and special surface properties, polymer-assembled nanomedicine delivery systems have opened a new path in the field of GBM treatment. Researchers have chosen different types of nanomaterials and are committed to constructing a nanomedicine delivery system that can specifically recognize cancer cells, avoiding drug side effects and tolerance, and achieving controlled drug release [
12]. Currently, extensively studied nanocarriers include inorganic nanoparticles, liposomes, and nanomagnetic particles [
13], among others, and some have gradually advanced towards clinical applications. SLN can increase penetration across multiple biological barriers [
14], making them widely used for brain administration. Wu constructed SLNs and nanostructured lipid carriers for co-delivery of vincristine and TMZ to develop the synergetic therapeutic action of the two drugs [
15]. SLN can be administered through various routes in clinical practice, including oral administration, intravenous injection, and pulmonary administration. Based on the above advantages, SLN has broad application prospects in the research and development of drug carriers.
The
HOXB9 gene belongs to the homeobox (HOX) gene family and is the main control gene for development, playing a key role in regulating embryonic development, organ formation, and cell proliferation and differentiation [
16]. The protein encoded by the HOX gene serves as a transcription factor and can form a complex positive and negative feedback loop regulatory network with upstream signaling molecules and downstream target genes [
17,
18,
19]. It can also work together with other transcription factors to participate in organ or morphogenesis, cell adhesion and migration, and regulation of the cell cycle. When members of the HOX gene family are abnormally expressed at the wrong time or place, it can cause dysregulation of their regulatory functions and an imbalance in proliferation and differentiation, and may lead to the occurrence of tumors [
20]. The mechanism of drug resistance in GBMs is exceptionally complex [
21]. Although research on drug resistance genes and their products in malignant GBMs continues to be updated [
22], the relationship between drug resistance genes and the treatment efficacy of GBMs in patients using TMZ is still unclear. Researchers have found that the
HOXB9 gene is highly expressed in patients with high-grade GBMs [
23,
24,
25], and its expression level increases with the increase in pathological grade. At the same time, the
HOXB9 gene is associated with multiple drug-resistant molecules such as MGMT and P-gp. This indicates that the
HOXB9 gene has a significant impact on the occurrence, development, and chemotherapy resistance of GBMs, but its mechanism is still unclear.
This study developed a new formulation of TMZ-A2SLN based on SLN loaded with Angiopep-2 (A2) and found that the combination therapy of siHOXB9 with TMZ-A2SLN improved delivery while increasing glioma cell sensitivity to TMZ. Proteomics technology was applied to preliminarily explore the combined effect of the anti-tumor mechanism of the nanopolymer TMZ-A2SLN and siHOXB9. It provides a theoretical basis and technical support for the clinical treatment of GBMs.
3. Discussion
In this study, we aimed to investigate the effects of TMZ-A2SLN combined with siHOXB9 on U251 glioma cells. TMZ-A2SLN was prepared using a one-step method, which is a rapid and effortless approach. Encapsulating drugs in lipid nuclei reduces the fluidity of the encapsulated drugs, which is beneficial for controlling drug release [
26]. The use of non-toxic surfactants such as poloxamer and phospholipids can increase their stability [
27,
28]. Polypeptide Angiopep-2 (A2) is one of the most used substances for nanocarrier modification, which can quickly bind to the A2 receptors expressed on the surface of GBMs through the blood–brain barrier, achieving the goal of targeted treatment of GBMs [
29,
30,
31]. Therefore, A2 was connected to the synthesized TMZ-SLNs to enhance their targeting performance.
In the preliminary research, we extensively characterized TMZ-A2SLN, including studying its in vitro functional properties. When establishing the TMZ content determination method, 327 nm was selected as the detection wavelength. This detection result is within the maximum absorption wavelength range of TMZ in the literature (327~330 nm) [
32]. On this basis, we measured the encapsulation efficiency of the nanocomposite at 74.27 ± 2.63% and the drug loading rate at 20.92 ± 5.44%, which are at the forefront of many studies [
9,
10,
33]. The obtained nanocomposite has a relatively uniform spherical structure and regular morphology. Many studies have shown that TMZ raw materials are released rapidly in vitro, with about 80% released within 1 h and a maximum of 85.2% [
34]. Here, TMZ-A2SLN has a significantly slow and controlled release effect, which can improve the bioavailability of TMZ drugs.
TMZ treats GBM by inducing DNA damage and cell apoptosis, but GBM’s resistance to TMZ is driven by multiple molecular mechanisms, posing significant challenges to treatment. The HOXB9 gene shows elevated expression in patients with high-grade glioblastoma (GBM) and is associated with multiple drug-resistant mechanisms, including MGMT and P-gp. This study partially silenced HOXB9 at the gene level in U251 cells using siHOXB9, followed by TMZ-A2SLN addition. With respect to cell activity and apoptosis, it was demonstrated that, compared with TMZ or TMZ-A2SLN alone, the combination of the two drugs significantly reduces U251 cell activity.
The cell cycle assay results showed that free temozolomide (TMZ) tends to induce G2 phase arrest because it is an alkylating agent that causes DNA damage. Cells initiate a stringent DNA damage checkpoint during the G2 phase, arresting cell cycle progression at G2 to facilitate DNA repair. If repair fails, apoptosis may occur. This is consistent with literature studies that TMZ can effectively block the cell cycle in the G2/M phase [
35]. In contrast, siHOXB9 preferentially induces S phase arrest.
HOXB9 is a homeobox transcription factor that directly regulates genes involved in DNA replication (e.g., CDC6, MCM complex) and deoxynucleotide (dNTP) synthesis—processes critical for the S phase (DNA synthesis phase). Silencing
HOXB9 with siHOXB9 leads to stalled DNA replication forks and disrupted replication processes, triggering the S phase checkpoint and resulting in S phase arrest. Consequently, siHOXB9 exhibits a stronger S phase arrest effect than TMZ. The TMZ-A2SLN and TMZ-A2SLN + NCSIRNA groups showed the most potent G2 phase arrest. As a nanodelivery vector, TMZ-A2SLN is not merely a “transport tool”; it enhances the intracellular delivery efficiency of TMZ (avoiding drug efflux and increasing cytosolic concentration) and may improve drug accumulation in highly proliferative cells through targeting capabilities (e.g., binding to specific receptors on the surface of tumor cells). This amplifies TMZ-induced DNA damage, thereby strengthening G2 phase arrest compared to free TMZ. The TMZ-A2SLN + siHOXB9 group exhibited the strongest S phase arrest, which represents a key manifestation of the combined effects of the components. siHOXB9 directly impairs S phase DNA replication machinery, establishing a baseline S phase arrest. In cells arrested at the S phase, replication forks are inherently unstable and prone to collapse. Under such conditions, TMZ-induced alkylating damage further exacerbates replication stress, leading to complete replication fork collapse and the inability to proceed with DNA synthesis.
Additionally, this study employed proteomic analysis methods to preliminarily investigate the combined regulatory effects of HOXB9 and TMZ-A2SLNs in U251 cells. Through GO analysis, KEGG pathway analysis, and protein–protein interaction network screening, key signaling pathways related to HOXB9 and TMZ-A2SLN were identified, such as the PPAR signaling pathway associated with tumor drug resistance, the NF-κB signaling pathway linked to inflammation, and the Hippo signaling pathway involved in cancer suppression. This study lacks animal experiments, as the U251 cell tumor model is not ideal and is easily absorbed by mice/nude mice. The research team will continue to explore in depth from this study to provide more theoretical foundations and technical support for the clinical treatment of GBMs.
4. Materials and Methods
4.1. Materials and Reagents
U251 cells were gifted by Lingling Hou from Beijing Jiaotong University. The HOXB9 primers, GAPDH primers, HOXB9 siRNA, rabbit anti-HOXB9 primary antibody, PBS, DMEM medium, fetal bovine serum, and RNA transfection reagents were all purchased from Sangon Biotech (Shanghai, China). Rabbit anti-GAPDH polyclonal antibody was purchased from Yeasen Biotechnology (Shanghai) Co., Ltd. (Shanghai, China). IRDye® 680RD Goat anti-Rabbit was purchased from LI-COR (Lincoln, NE, USA). Angiopep-2 (A2) was synthesized from SynthBio (Hefei, Anhui, China). TMZ was purchased from Coolaber (Beijing, China). Dichloromethane was purchased from Aladdin (Shanghai, China). Soybean lecithin was purchased from Beijing Psaitong Biotechnology Co., Ltd (Beijing, China). Palmitic acid and poloxamer 188 were purchased from Shanghai Macklin Biochemical Technology Co., Ltd. (Shanghai, China). Chloroform, hydrochloric acid, and isopropanol were purchased from TGREAG (Beijing, China). The DMSO, TAE, protease inhibitor, and BCA protein concentration determination kit were purchased from LABLEAD (Beijing, China). The TBST, DEPC water, cell proliferation, and toxicity detection kit were purchased from Beijing Solarbio Science & Technology Co., Ltd. (Beijing, China). The cell cycle detection kit and apoptosis detection kit were purchased from UElandy (Suzhou, China). RIPA lysis solution and phosphatase inhibitor mixture were purchased from Beyotime (Shanghai, China). 2 × EasyTaq PCR SuperMix (+dye), Blue plus II Protein Marker, and Gelstain were all purchased from TransGen Biotech (Beijing, China). FastKing cDNA First Strand Synthesis Kit was purchased from TIANGEN BIOTECH (Beijing, China). PVDF film was purchased from Millipore (Bedford, MA USA).
4.2. TMZ Content Determination
Prepare TMZ solution (5 μg/mL), use ultrapure water as the blank control, and scan within the wavelength range of 200–400 nm using a UV-visible spectrophotometer (UV-2800A, Unico, Shanghai, China) to obtain the optimal detection wavelength for TMZ. Prepare standard solutions with concentrations of 2, 4, 8, 12, 16, and 20 μg/mL, then establish a standard curve for absorbance at the optimal detection wavelength.
4.3. Preparation of TMZ-A2SLN
TMZ-A2SLN was prepared via a one-step method. The specific procedures are as follows: Dissolve 50 mg of soybean lecithin and 500 mg of palmitic acid in 2 mL of dichloromethane; fully dissolve 250 mg of TMZ in 5 mL of DMSO, and mix the above two solutions to obtain the organic phase. Dissolve 200 μL of Poloxamer 188 emulsifier in 25 mL of ultrapure water to prepare the aqueous phase. Slowly add the prepared organic phase dropwise into the aqueous phase, with rapid stirring (1200 rpm) using a magnetic stirrer (GL-3250C, QILINBEIER, Nantong, Jiangsu, China) during the dropwise addition. The resulting solution was processed with a rotary evaporator (RE-52A, Shanghai Yarong, Shanghai, China). After the organic solvents were volatilized, a 1 μg/mL Angiopep-2 aqueous solution was added dropwise. Subsequently, the mixture was sonicated (XO, Nanjing Xian’ou Instrument Manufacturing Co., Ltd., Nanjing, Jiangsu, China) in an ice-water bath for 6 min, cooled until completely solidified to precipitate SLNs, and then filtered through a 2300-mesh sieve to obtain homogeneous TMZ-A2SLN.
4.4. Zeta Potentiometer Detection of TMZ-A2SLN Potential
The zeta potential of TMZ-A2SLN was measured using a Malvern Zetasizer Nano ZS90 (Malvern Instruments Limited, London, UK). With water as the medium, the temperature was set to 15 °C, followed by equilibration for 2 min.
4.5. Observation of TMZ-A2SLN Morphology Using Transmission Electron Microscopy
The morphology of the sample was observed using a transmission electron microscope (TEM) (Model: JEM-1400, JEOL, Akishima, Tokyo, Japan). One drop of the diluted sample was placed onto a 300-mesh copper grid. Subsequently, the sample was stained with a 2% (w/v) uranyl acetate solution before observation.
4.6. Encapsulation Rate and Drug Loading Rate
A UV-visible spectrophotometer was used for detection at the 327 nm wavelength. The amount of free TMZ (Wf) in the supernatant of TMZ-A2SLN, as well as the total TMZ content (Wt) in an equal volume of TMZ-A2SLN after demulsification with DMSO, was calculated based on the standard curve. The encapsulation efficiency (EE%) of TMZ in the nanoparticles was computed using the corresponding formula. An appropriate amount of freeze-dried TMZ-A2SLN (Freeze dryer: SPD2010-230, Thermo, Waltham, MA, USA) was accurately weighed, and the mass of the nanoparticles was recorded as Wn. Subsequently, a UV-visible spectrophotometer was employed to detect at 327 nm, and the mass of encapsulated TMZ (Wd) in the same mass of TMZ-A2SLN after demulsification with DMSO was calculated according to the standard curve. The drug loading (DL%) of TMZ in different nanoparticles was determined using the specified formula. Each sample was measured in triplicate.
The calculation formulas for encapsulation efficiency and drug loading capacity are as follows:
Wt is the concentration of TMZ in the suspension, Wf is the concentration of free TMZ, Wd is the mass of TMZ encapsulated in the nanoparticles, and Wn is the mass of TMZ-A2SLN.
4.7. In Vitro Release Rate
The in vitro drug release behavior of TMZ-A2SLN was investigated using the dynamic membrane dialysis method. TMZ-A2SLN solution containing 10.0 mg of TMZ was accurately measured and loaded into a dialysis bag (molecular weight cutoff: 12,000~14,000 Da). The dialysis bag was then placed into 100 mL of release medium (pH 6.8 phosphate-buffered saline, PBS) and subjected to oscillatory release at 37 °C and 100 rpm. At the predetermined time points of 1, 2, 4, 6, 8, 12, 24, 36, 48, and 72 h, 2 mL of the release medium was withdrawn, and an equal volume of pre-warmed release medium was supplemented simultaneously to maintain a constant volume. The concentration of TMZ in the collected samples was detected by a UV-visible spectrophotometer. A release curve was plotted with time as the abscissa and the cumulative release rate of TMZ as the ordinate. Each group was set with three parallel replicates.
4.8. Cell Line
U251 cells were cultured in DMEM medium containing 10% FBS and 1% penicillin–streptomycin solution. All cells were maintained at 37 °C with 5% CO2 in a cell incubator.
4.9. RNA Preparation and cDNA Synthesis
The procedure is as follows: U251 cells were lysed with TRIzol in the ultraclean stage and transferred to RNase-free EP tubes; vortexed for 30 s, then let stand on ice for 5 min. Add chloroform (Trizol/Chloroform = 5:1), vigorously vortex for 30 s, and let it stand on ice for 5 min to completely dissociate the nuclear protein complex. Centrifuge at 4 °C and 10,000× g for 15 min. Transfer the upper aqueous phase to the new EP tube. Add isopropanol (TRIZOL/Isopropanol = 1:1), invert and mix well about three times, let it stand on ice for 10 min, centrifuge at 4 °C and 10,000× g for 10 min, and a white gel-like precipitate can be seen. Discard the supernatant, add 1 mL of 75% ethanol (prepared with DEPC water), vigorously vortex for 30 s, and centrifuge at 4 °C for 5 min at 10,000× g. Remove the supernatant and air dry on an ultra-clean bench for 10–20 min. At this point, the white precipitate becomes transparent. Add 30–50 μL, blow, and mix well with RNase-free water. Concentrations were measured using a UV-visible spectrophotometer. cDNA synthesis, with a TIANGEN BIOTECH FastKing RT kit (with gDNase), was performed using 500 ng of RNA template according to the manufacturer’s recommendations.
4.10. Primer Design and Real-Time PCR (RT-PCR)
Gene expression changes were determined using RT-PCR. All primers were designed by Sangon Biotech. The final volume for each RT-PCR reaction was 20 µL, consisting of: 1 µL cDNA, 1 µL of each primer (100 µM), and 10 µL Premix (TransGen Biotech). Volumes were adjusted to 20 µL with RNase-free water. RT-PCR was performed with the Bio-Rad Laboratories RT-PCR Connect (RRID: SCR_008426, Heracles, CA, USA). using the following settings: an initial denaturation for 60 s at 94 °C, followed by 30 cycles of 30 s at 94 °C, 30 s at 58 °C (optimal temperature depending on the primer), and 30 s at 72 °C.
4.11. Gel Electrophoresis
Agarose (1.4 g) was added to 70 mL 1 × TAE buffer. The mixture was heated in a microwave oven for 2 min. Subsequently, the non-toxic nucleic acid stain GelStain (TransGen Biotech, Beijing, China) was added at a working concentration of 1×. After cooling to approximately 60 °C, the solution was poured into a gel plate with a gel thickness of 0.5 cm, and a comb was inserted to form gel holes. After the agarose gel was denatured, 10 μL of the samples was added to the gel holes and separated by electrophoresis. After electrophoresis was stopped, the gel was removed and imaged using a gel imaging analyzer (Gel Doc2000, BIO RAD, Heracles, CA, USA).
4.12. Western Blot
The procedure is as follows: Using lysis buffer (RIPA 1 mL, 100 × protease inhibitor 10 μL, 50 × phosphatase inhibitor 20 μL), lyse the cells and measure the protein concentration using the BCA method, ensuring a sample volume of 30 µg/15 µL per well. Add 5 × loading buffer to denature the protein, and adjust the system to 25 μL with water. Boil for 5 min, let it stand on ice, cool, stir well, and centrifuge for 5 min at 8000× g. The protein samples were subjected to SDS-PAGE electrophoresis using an electrophoresis instrument (164-5050, BIO RAD, Heracles, CA, USA), followed by transferring the protein onto a PVDF membrane using a membrane transfer instrument (165-8033, BIO RAD). Seal at room temperature for 1 h with TBST (0.05% Tween 20) containing 5% skim milk powder, incubate the primary antibody at 4 °C overnight with TBST (containing 5% skim milk powder) 1:2000 diluted, and incubate the secondary antibody at room temperature on a shaking table for 1 h with TBST (containing 5% skim milk powder) 1:5000 diluted. ECL method for development.
4.13. siRNA Transfection
Inoculate U251 cells at a density of 8 × 104 cells per well in a 24-well plate and incubate at 37 °C in a 5% CO2 incubator for 24 h (cell confluence reaches 70% to 90%). Configure siRNA/RNA Trans Mate composites according to the manufacturer’s instructions. Add siRNA/RNA Trans Mate complexes to a culture plate containing cells and medium at a final concentration of 10 pmol/well of siRNA, with a positive control set for each dose. Incubate at 37 °C for 24 h in a 5% CO2 incubator. The next day, fluorescence was used to observe its transfection status. RT-PCR and Western blot were used to verify whether the HOXB9 gene was knocked out.
4.14. Cell Proliferation
Inoculate U251 cells at a density of 3000 cells per well in a 96-well plate and incubate at 37 °C in a 5% CO
2 incubator for 24 h. Group: PBS, Free TMZ, SLN, siHOXB9, TMZ-A2SLN, TMZ-A2SLN + NCsiRNA, and TMZ-A2SLN + siHOXB9. The dose of siHOXB9 and NCsiRNA is 20 pmol/well, and the TMZ dose is 250 μM. Add siRNA/RNA Trans Mate complex 6 h in advance, then add other drugs and incubate for 24 h. Add 10 μL CCK-8 solution to each hole. Incubate the culture plate in the incubator for 1.5 h and measure its absorbance at 450 nm using an enzyme-linked immunosorbent assay (Mμltiskan MK3, Thermo) reader. Vitality calculation is as follows:
A (added): absorbance of pores with cells, CCK-8 solution, and drug solution. A (blank): absorbance of pores with culture medium and CCK-8 solution without cells. A (0 added): absorbance of pores with cells and CCK-8 solution, but no drug solution. Cell viability: cell proliferation or cytotoxicity.
4.15. Cell Live/Dead Staining
Inoculate U251 cells at a density of 1 × 105 cells per well in a six-well plate and incubate at 37 °C in a 5% CO2 incubator for 24 h. Group: PBS, Free TMZ, TMZ-A2SLN, and TMZ-A2SLN/siHOXB9. Incubate according to 4.14. After incubation, clean twice with PBS. Mix the two tubes A (Live Green) and B (Dead Red) in the Live/Dead staining kit (UElandy, Suzhou, Jiangsu, China) by vortex mixing, and add 50 μL to each well staining solution, incubate at room temperature for 15 min. Observe cell staining under a fluorescence microscope.
4.16. Cell Cycle
Inoculate U251 cells at a density of 1 × 105 cells per well in a six-well plate and incubate at 37 °C in a 5% CO2 incubator for 24 h. Group: PBS, Free TMZ, Free siHOXB9, TMZ-A2SLN, TMZ-A2SLN/NCsiRNA, and TMZ-A2SLN/siHOXB9. Incubate according to 4.14. After incubation, collect cells and wash once with pre-cooled PBS. Resuspend with pre-cooled 75% ethanol (prepared with anhydrous ethanol and ultrapure water) and fix overnight at −20 °C. Collect fixed cells and wash with pre-cooled PBS. Slowly resuspend the cells with propidium iodide staining solution and incubate at room temperature in the dark for 15–30 min. Use a flow cytometer to detect red fluorescence and light scattering in channels with excitation wavelengths of 535 nm and 615 nm. Using the Flowgo v10.8.1 software for cell DNA content analysis and light scattering analysis.
4.17. Cell Apoptosis
Prepare the preliminary cell samples according to method 4.16. Collect cells and follow the steps given in the apoptosis detection kit. Suspend the cells by adding 500 μL of binding buffer. After absorbing 5 μL of Annexin V-FITC and thoroughly mixing, add 5 μL of Propidium Iodide and mix again. React at room temperature and avoid light for 15 min, and then perform flow cytometry detection. Collect data and conduct data analysis.
4.18. Protein Analysis
According to the aforementioned method, stimulate U251 cells (divided into groups PBS, TMZ-A2SLN, TMZ-A2SLN + siHOXB9). Biological repetition three times. Extract protein according to the manufacturer’s (BGI Genomics Co., Ltd., Shenzhen, Guangdong, China) instructions, and then perform protein quantification using the Bradford method. Protein samples were digested with trypsin and then labeled with peptides using Isobaric Tags (IBT). (sample, label):control-1, 114; control-2, 115N; control-3, 115C; treated1-1, 117N; treated1-2, 117C; treated1-3, 118N; treated2-1, 118C; treated2-2, 119N; treated2-3, 119C.
Using a liquid phase system (LC-20AD, Shimadzu, Kyoto, Kyoto, Japan). Take the mixed 20 μg sample, perform liquid phase separation on the sample using a separation column (5 μm × 20 cm × 180 μm Gemini C18). The peptide segments that have undergone liquid phase separation are ionized by nano ESI sources and then transferred to a tandem mass spectrometer (Q-Exactive HF X, Thermo) for Data Dependent Acquisition mode detection. After converting the original mass spectrometry data into .mgf format files using corresponding tools, the protein identification software Mascot 2.3.02 was used to compare and search for identification in the UniProt protein database. FDR < 0.01. The statistical data of peptide quality can be found in the
Figure A1. At least three identified proteins out of five replicates are considered for expression analysis.
4.19. Bioinformatics Analysis
The BLAST algorithm from the National Center for Biotechnology Information (NCBI) in the United States is used to obtain general information about the biological functions of identified proteins. Use Dr Tom 2.0 to annotate proteins using Gene Ontology (GO), and perform GO enrichment analysis using Fisher’s exact test. The Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis aims to investigate the high-level functionality and practicality of identified transcripts and proteins.
4.20. Statistical Analysis
The data generated in this study were all processed using the statistical software SPSS 21.0. Measurement data is expressed as mean ± standard deviation (Mean ± SD). Two-sample mean t-tests were used for comparing the means of two sets of analysis samples, and one-way ANOVA was used for comparing data between different groups. α = 0.05 is the inspection level. * indicates p < 0.05, ** indicates p < 0.01, *** indicates p < 0.001.