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Breast cancer (BC), the most common malignant tumor with the highest incidence rate among women worldwide, poses a significant threat to patients’ physical and mental health (Rugo
Abnormal activation of the Notch signaling pathway is closely associated with tumor growth, distant metastasis, recurrence, and drug resistance (Zhou
The γ-secretase complex consists of five subunits: the homologous proteins presenilin-1 (PSEN-1) and presenilin-2 (PSEN-2), along with nicastrin (NCSTN), anterior pharynx-defective 1 (APH-1), and presenilin enhancer-2 (PEN-2). Nicastrin (NCSTN) is a transmembrane glycoprotein that plays a pivotal role in the intramembrane proteolysis of integral membrane proteins, including Notch receptors and amyloid precursor protein-β, in the γ-secretase complex (Jia
Rhizoma Menispermi (RM,
Daurisoline (CAS: 2189-80-2, purity ≥95%; Purify Co., Ltd., Chengdu, China), doxorubicin (CAS: 23214-92-8, purity ≥97%; Selleck Co., Ltd.,, Shanghai, China), sulfonylrhodamine B assay kit (Abcam, Cambridge, UK), crystal violet staining solution (Beyotime, Shanghai, China), LDH assay kit (Beyotime), Hoechst 33342 staining solution for live cells (Beyotime), cell cycle and apoptosis analysis kit (Beyotime), annexin V-FITC apoptosis detection kit (Beyotime), Matrigel basement membrane matrix (Solarbio Science & Technology Co., Ltd., Beijing, China), 11-245KD color mixed protein marker (Solarbio Science & Technology Co., Ltd.), NICD (Val1744) (D3B8) rabbit mAb #4147 (Cell Signaling Technology (CST), Waltham, MA, USA), Notch-1 (D1E11) XP® rabbit mAb #3608 (CST), GAPDH (D16H11) XP® rabbit mAb #8884 (CST), Bax (Wanleibio Co., Ltd., Shenyang, China), Bcl-2 (Wanleibio), presenilin 1 (D39D1) rabbit mAb #5643 (CST), and electrochemiluminescence (ECL) detection kit (Wanleibio) were utilized in this study.
Human BC cell lines (MDA-MB-231 and MDA-MB-468) were purchased from the American Type Culture Collection (ATCC; Manassas, VA, USA) in June 2022. The cell lines were authenticated by STR analysis, and the most recent validation was completed in March 2023. Cells were cultured in a high-glucose Dulbecco’s modified Eagle’s medium (DMEM) supplemented with 1% penicillin-streptomycin and 10% fetal bovine serum (FBS) and maintained at 37°C in a humidified atmosphere containing 5% CO2. The cell lines were passaged three times before being utilized for
The effect of daurisoline on the viability of human BC cells was investigated using the sulforhodamine B (SRB) colorimetric assay (Jia
The effect of daurisoline on the proliferation of human BC cells at low density was figured out using plate cloning assay (Jia
The effect of daurisoline on the cell cycle of human BC cells was assessed using propidium iodide (PI) staining (Jia
Daurisoline-induced late apoptosis of human BC cells was determined using lactate dehydrogenase (LDH) assay (Jia
Hoechst 33342 staining was performed to assess the ability of daurisoline to induce apoptosis in BC cells (Jia
The early and late apoptosis of human BC cells treated with daurisoline was investigated using Annexin V-FITC/PI (AV/PI) staining (Jia
The effect of daurisoline on the migration of human BC cells was assessed using wound-healing assay (Jia
The effect of daurisoline on the invasion of human BC cells was evaluated using transwell assay (Jia
The
Daurisoline was docked into the active site of γ-secretase (PDB code: 7C9I) using the Glide module of Schrödinger Maestro 2018. The three-dimensional structure of daurisoline was generated with Chem-Bio-Draw Ultra 13.0 software (https://www.scientific-computing.com/press-releases/chembiooffice-ultra-130-suite). The ligand and protein were prepared using the LigPrep module and the Protein Preparation Wizard module of Schrödinger Maestro 2018 (www.schrodinger.com/platform/products/ligprep/, www.schrodinger.com/life-science/learn/white-papers/protein-preparation-wizard/), respectively. Additionally, receptor grids for molecular docking were generated using the Receptor Grid Generation tool (www.schrodinger.com), and other docking parameters were set to their default values.
The effect of daurisoline on the expression levels of key factors in the Notch signaling pathway was examined
All data were presented as the mean ± standard deviation (SEM) from at least three biological replicates. Statistical differences between two groups were compared using unpaired t-test through GraphPad Prism 7.0 software (GraphPad Software Inc., San Diego, CA, USA). A P-value of less than 0.05, 0.01, 0.001, and 1×10–⁴ was considered statistically significant and marked as “*”, “**”, “***”, and “****,” respectively.
Chemical constituents and related targets of RM were collected from the traditional Chinese medicine system (TCMSP) database to construct a relationship network. The results of the landscape pharmacology network and the selection of hub genes are presented in Fig. 2A. Cytoscape 3.10.2 software (https://cytoscape.org/) was utilized to visualize the network of ingredient-target relationships, identifying 13 active ingredients and 94 related targets. Among them, daurisoline, a unique compound found in RM, received particular attention.
Next, the active ingredient-related targets of RM were intersected with BC-related targets using Venn analysis. As illustrated in Fig. 2B, the predicted candidate targets of RM overlapped with BC-related targets, resulting in a total of 17 intersected targets (excluding duplicates). A protein-protein interaction (PPI) network analysis was conducted for the intersecting targets of RM and BC, which targets with scores greater than 0.7 were selected to construct a PPI network using the STRING database. This network consisted of 13 nodes and 50 edges, with an average node degree of 7.25 and an average local clustering coefficient of 0.78 (Fig. 2C). BCL2, NOTCH1, and CASP3 exhibited high connectivity, functioning as central hubs in the PPI network.
Disease-related enrichment analysis of RM genes was performed using Gene Ontology (GO) chord plots (Log fold-change (FC) values >1 or <–1). The results indicated that BC ranked second, suggesting that RM-related genes could be involved in BC treatment (Fig. 2D). Subsequently, the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis was conducted on the relevant targets of RM’s active ingredients, identifying the top 17 enriched KEGG pathways (
To investigate the inhibitory effect of daurisoline on TNBC cell proliferation, MDA-MB-231 and MDA-MB-468 cells were treated with different concentrations of daurisoline (3.125-100 μM) for 24, 48, and 72 h, respectively. The proliferation of TNBC cells was assessed using the sulforhodamine B (SRB) assay. As illustrated in Fig. 3A, 3B, daurisoline significantly inhibited the proliferation of TNBC cells, and the inhibitory activity demonstrated dependence on both time and concentration. The half-maximal inhibitory concentration (IC50) values for daurisoline treatment of MDA-MB-231 and MDA-MB-468 cells after 48 h were 18.31 ± 1.58 and 16.25 ± 1.22 μM, respectively.
Additionally, the cytotoxicity of daurisoline on normal breast cells, MCF-10A, was examined. The results indicated that when the concentration of daurisoline was elevated to 200 μM, the inhibition rate on MCF-10A cells was only about 20% (Fig. 3C). This suggests that daurisoline, as a natural active ingredient, exhibits selectivity towards TNBC cells while demonstrating low toxicity to normal breast cells.
The long-term inhibitory effect of daurisoline on both types of TNBC cells under very low-density conditions was evaluated using the cell colony formation assay. The results revealed that daurisoline (6.25, 12.5, and 25 μM) effectively inhibited colony formation of MDA-MB-231 and MDA-MB-468 cells compared with the control group (Fig. 3D), with statistically significant findings (Fig. 3E, 3F). Doxorubicin served as a positive control in this study, as it is the preferred drug for the clinical treatment of TNBC and has demonstrated notable inhibitory activity on MDA-MB-231 cells. These data suggested that daurisoline could effectively inhibit the proliferation of TNBC cells.
The effect of daurisoline on the TNBC cell cycle was analyzed through PI staining combined with FCM. As illustrated in Fig. 3G, compared with the control group, TNBC cells exhibited significant arrest in the S phase following treatment with daurisoline (6.25 μM). As a positive control, doxorubicin (1 μM) was used to treat MDA-MB-231 and MDA-MB-468 cells for 48 h, resulting in cell cycle arrest in the G2/M phase. It is noteworthy that cetuximab was used as an irrelevant control in the cell cycle assay. The findings indicated that daurisoline could inhibit cell proliferation by inducing S phase arrest in TNBC cells, with statistically significant results (Fig. 3H, 3I).
During the investigation of daurisoline’s effect on inhibiting TNBC cell proliferation, its ability to promote apoptosis was also explored. This effect was evaluated through cell morphology observation, AV/PI double staining combined with FCM, and LDH release assay. The results of Hoechst 33342 staining indicated that, compared with the control group, MDA-MB-231 and MDA-MB-468 cells treated with different concentrations of daurisoline for 48 h exhibited an increase in the number of apoptotic cells and the formation of apoptotic bodies. As the concentration of daurisoline increased, the number of viable cells significantly decreased (Fig. 4A).
To verify the morphological observations, LDH release assay was conducted. LDH is a cytoplasmic enzyme that is released into the culture medium when the cell membrane is compromised, indicating late apoptosis. The results demonstrated that after treating MDA-MB-231 and MDA-MB-468 cells with daurisoline for 48 h, LDH concentration in the cell culture medium significantly increased compared with the control group, comprising statistically significant results (Fig. 4B, 4C).
AV/PI double staining was employed to detect early and late apoptosis in MDA-MB-231 and MDA-MB-468 cells following daurisoline treatment. The findings indicated that, compared with the control group, the proportion of viable cells gradually decreased while that of early apoptotic cells significantly increased following 48 h of daurisoline treatment (Fig. 4D), with statistically significant results (Fig. 4E, 4F). Overall, the findings demonstrated that daurisoline could effectively promote apoptosis in TNBC cells.
Metastasis and infiltration are the main reasons for treatment failure in cancer patients. The wound healing assay was employed to evaluate the effect of daurisoline on the metastatic abilities of MDA-MB-231 and MDA-MB-468 cells. The results of wound healing assay revealed that, compared with the control group, increasing concentrations of daurisoline effectively reduced the metastatic ability of MDA-MB-231 and MDA-MB-468 cells after 48 h. As a natural compound, daurisoline exhibited an anti-metastatic effect at 6.25 μM, which is comparable to the effect of the first-line chemotherapy drug doxorubicin at 1 μM (Fig. 5A), accompanying by statistically significant results (Fig. 5B, 5C).
Transwell assay was employed to evaluate the effects of daurisoline on the migration and invasion abilities of MDA-MB-231 and MDA-MB-468 cells. In this experiment, Matrigel was added to the upper layer of the membrane in the Transwell chamber to assess invasion. After treatment with daurisoline (12.5 μM), the invasion and migration abilities of MDA-MB-231 and MDA-MB-468 cells were gradually reduced, and the number of TNBC cells crossing the Matrigel significantly decreased, as displayed in Fig. 5D, accompanying by statistically significant results (Fig. 5E-5H). The Transwell assay data not only confirmed that daurisoline could effectively inhibit the migration and invasion of TNBC cells, but also validated the results of the wound healing experiment.
A TNBC nude mouse xenograft model was established to evaluate the therapeutic effect of daurisoline on TNBC
Histological data indicated that the untreated group had significant cancer nests, with notable destruction of tissue structure. In comparison, daurisoline effectively reduced the formation of cancer nests and significantly restored normal tissue structure (Fig. 6C). Daurisoline (5 mg/kg) significantly inhibited the growth of subcutaneous tumors in MDA-MB-231 cells, accompanied by statistically significant results (
During the
After confirming the
To further confirm the function of daurisoline through the Notch signaling pathway, Western blotting was employed to detect the expression levels of the Notch intracellular domain (NICD), the γ-secretase catalytic core PSEN-1, the Notch-1 receptor, and apoptosis-indicating proteins (Bax and Bcl-2) in tumor tissue following daurisoline treatment. As displayed in Fig. 7B, 7C, after 14 days of treatment, the protein expression level of PSEN-1 did not significantly vary, while the level of NICD was significantly reduced, confirming a reduction in the hydrolytic activity of γ-secretase. Moreover, the protein expression level of Notch-1 was significantly downregulated, indicating that activation of the Notch signaling pathway was blocked. Additionally, Bax and Bcl-2 are important indicators of cell apoptosis. They regulate apoptosis by forming homodimers or heterodimers. An increase in Bax expression level and a decrease in Bcl-2 expression level induce apoptosis by promoting homodimer formation.
PSEN-1 is a key subunit of the γ-secretase complex and the catalytic core for its hydrolytic function. The results indicated that treatment with daurisoline resulted in decreased expression levels of Notch-1 receptors and NICD, confirming that the hydrolytic activity of γ-secretase was affected and the activation of the Notch signaling pathway was blocked. The changes in Bax and Bcl-2 expression levels further indicated apoptosis in TNBC cells. Notably, the protein level of PSEN-1 remained unchanged, suggesting that while daurisoline inhibited PSEN-1’s catalytic activity by binding to its active site, it did not alter the overall expression level of PSEN-1.
Therefore, it is speculated that daurisoline, as a natural γ-secretase inhibitor, suppresses γ-secretase activity, thereby reducing Notch receptor cleavage, decreasing NICD release and nuclear accumulation, and disrupting NICD binding to nuclear transcription factors, such as CSL and MAML. This ultimately inhibits the transcription of downstream Notch target genes, potentially slowing down TNBC progression.
The incidence of BC is increasingly observed in younger individuals (Shah
The abnormal activation of the Notch signaling pathway has exhibited to be associated with the BC progression (Saini
In this research, it was found that daurisoline derived from RM exhibited anti-TNBC activity. The bisbenzylisoquinoline alkaloids represented by daurisoline showed a strong inhibitory effect on TNBC. Furthermore, it was revealed that the anti-TNBC effects of daurisoline were associated with the γ-secretase/Notch signaling pathway. It was therefore, for the first time, hypothesized that daurisoline, a natural γ-secretase inhibitor, could effectively inhibit the growth of TNBC by blocking the activation of the γ-secretase/Notch axis (Fig. 8).
To validate this hypothesis, two TNBC cell lines, MDA-MB-231 and MDA-MB-468, were selected to assess the anti-TNBC activity of daurisoline. Subsequently, a nude mouse xenograft model was utilized to investigate the anti-tumor effects of daurisoline on TNBC, revealing that daurisoline could effectively inhibit the growth of subcutaneous tumors. To preliminarily clarify whether daurisoline could exert anti-TNBC effects through γ-secretase, molecular docking was employed to simulate the interaction mode between daurisoline and key subunits of γ-secretase. The results indicated that the active functional groups of daurisoline could form intermolecular hydrogen bonds with key amino acid residues of γ-secretase, demonstrating stable binding and notable affinity.
Additionally, the effects of daurisoline on the protein expression levels of the Notch-1 receptor, NICD, and PSEN-1 were assessed, along with the expression levels of apoptosis-related proteins Bax and Bcl-2. This research confirmed that daurisoline could inhibit the proliferation of TNBC cells and promote apoptosis by regulating the γ-secretase/Notch axis, both
In conclusion, daurisoline could inhibit the growth of TNBC cells both
This study was supported by the National Natural Science Foundation Youth Fund Project (Grant No. 82204685), Natural Science Foundation of Liaoning Province, China (Grant No. 2023-MHLS-286), and basic scientific research projects of colleges and universities of Liaoning Provincial Department of Education (Grant No. LJKMZ20221797).
All authors declare that there is no conflict of interest.
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