Elucidation of the mechanism of action of ailanthone in the treatment of colorectal cancer: integration of network pharmacology, bioinformatics analysis and experimental validation

被引:1
作者
Ma, Shanbo [1 ]
Guo, Xiaodi [1 ]
Han, Ruisi [1 ]
Meng, Qian [1 ]
Zhang, Yan [1 ]
Quan, Wei [2 ]
Miao, Shan [3 ]
Yang, Zhao [4 ]
Shi, Xiaopeng [3 ]
Wang, Siwang [1 ]
机构
[1] Northwest Univ, Coll Life Sci, Xian, Shaanxi, Peoples R China
[2] Shaanxi Univ Chinese Med, Affiliated Hosp, Dept Pharm, Xianyang, Shaanxi, Peoples R China
[3] Air Force Med Univ, Xijing Hosp, Dept Pharm, Xian, Shaanxi, Peoples R China
[4] Air Force Mil Med Univ, Dept Mil Med Psychol, Xian, Shaanxi, Peoples R China
关键词
ailanthone; colorectal cancer; network pharmacology; bioinformatic; PI3K/AKT; CELL-CYCLE ARREST; DOWN-REGULATION; GROWTH; APOPTOSIS; PROLIFERATION; QUASSINOIDS; EXPRESSION; PATHWAYS;
D O I
10.3389/fphar.2024.1355644
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Background: Ailanthone, a small compound derived from the bark of Ailanthus altissima (Mill.) Swingle, has several anti-tumour properties. However, the activity and mechanism of ailanthone in colorectal cancer (CRC) remain to be investigated. This study aims to comprehensively investigate the mechanism of ailanthone in the treatment of CRC by employing a combination of network pharmacology, bioinformatics analysis, and molecular biological technique.Methods: The druggability of ailanthone was examined, and its targets were identified using relevant databases. The RNA sequencing data of individuals with CRC obtained from the Cancer Genome Atlas (TCGA) database were analyzed. Utilizing the R programming language, an in-depth investigation of differentially expressed genes was carried out, and the potential target of ailanthone for anti-CRC was found. Through the integration of protein-protein interaction (PPI) network analysis, GO and KEGG enrichment studies to search for the key pathway of the action of Ailanthone. Then, by employing molecular docking verification, flow cytometry, Transwell assays, and Immunofluorescence to corroborate these discoveries.Results: Data regarding pharmacokinetic parameters and 137 target genes for ailanthone were obtained. Leveraging The Cancer Genome Atlas database, information regarding 2,551 differentially expressed genes was extracted. Subsequent analyses, encompassing protein-protein interaction network analysis, survival analysis, functional enrichment analysis, and molecular docking verification, revealed the PI3K/AKT signaling pathway as pivotal mediators of ailanthone against CRC. Additionally, the in vitro experiments indicated that ailanthone substantially affects the cell cycle, induces apoptosis in CRC cells (HCT116 and SW620 cells), and impedes the migration and invasion capabilities of these cells. Immunofluorescence staining showed that ailanthone significantly inhibited the phosphorylation of AKT protein and suppressed the activation of the PI3K/AKT signaling pathway, thereby inhibiting the proliferation and metastasis of CRC cells.Conclusion: Therefore, our findings indicate that Ailanthone exerts anti-CRC effects primarily by inhibiting the activation of the PI3K/AKT pathway. Additionally, we propose that Ailanthone holds potential as a therapeutic agent for the treatment of human CRC.
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页数:15
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  • [1] Network Pharmacology and Bioinformatics Approach Reveals the Multi-Target Pharmacological Mechanism of Fumaria indica in the Treatment of Liver Cancer
    Batool, Sara
    Javed, Muhammad Rizwan
    Aslam, Sidra
    Noor, Fatima
    Javed, Hafiz Muhammad Faizan
    Seemab, Riffat
    Rehman, Abdur
    Aslam, Muhammad Farhan
    Paray, Bilal Ahamad
    Gulnaz, Aneela
    [J]. PHARMACEUTICALS, 2022, 15 (06)
  • [2] IDO1 and Kynurenine Pathway Metabolites Activate PI3K-Akt Signaling in the Neoplastic Colon Epithelium to Promote Cancer Cell Proliferation and Inhibit Apoptosis
    Bishnupuri, Kumar S.
    Alvarado, David M.
    Khouri, Alexander N.
    Shabsovich, Mark
    Chen, Baosheng
    Dieckgraefe, Brian K.
    Ciorba, Matthew A.
    [J]. CANCER RESEARCH, 2019, 79 (06) : 1138 - 1150
  • [3] Traditional Chinese medicine for colorectal cancer treatment: potential targets and mechanisms of action
    Chen, Jin-Fang
    Wu, Shi-Wei
    Shi, Zi-Man
    Hu, Bing
    [J]. CHINESE MEDICINE, 2023, 18 (01)
  • [4] A p53-phosphoinositide signalosome regulates nuclear AKT activation
    Chen, Mo
    Choi, Suyong
    Wen, Tianmu
    Chen, Changliang
    Thapa, Narendra
    Lee, Jeong Hyo
    Cryns, Vincent L.
    Anderson, Richard A.
    [J]. NATURE CELL BIOLOGY, 2022, 24 (07) : 1099 - +
  • [5] Ailanthone induces G2/M cell cycle arrest and apoptosis of SGC-7901 human gastric cancer cells
    Chen, Yuxin
    Zhu, Ling
    Yang, Xi
    Wei, Cheng
    Chen, Chuanrong
    He, Yang
    Ji, Zhaoning
    [J]. MOLECULAR MEDICINE REPORTS, 2017, 16 (05) : 6821 - 6827
  • [6] Ailanthone inhibits cell growth and migration of cisplatin resistant bladder cancer cells through down-regulation of Nrf2, YAP, and c-Myc expression
    Daga, Martina
    Pizzimenti, Stefania
    Dianzani, Chiara
    Cucci, Marie Angele
    Cavalli, Roberta
    Grattarola, Margherita
    Ferrara, Benedetta
    Scariot, Valentina
    Trotta, Francesco
    Barrera, Giuseppina
    [J]. PHYTOMEDICINE, 2019, 56 : 156 - 164
  • [7] Integrated diagnostic network construction reveals a 4-gene panel and 5 cancer hallmarks driving breast cancer heterogeneity
    Dai, Xiaofeng
    Hua, Tongyan
    Hong, Tingting
    [J]. SCIENTIFIC REPORTS, 2017, 7
  • [8] Isolation of phytotoxic compounds from tree-of-heaven (Ailanthus altissima Swingle)
    De Feo, V
    De Martino, L
    Quaranta, E
    Pizza, C
    [J]. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2003, 51 (05) : 1177 - 1180
  • [9] Ailanthone suppresses the activity of human colorectal cancer cells through the STAT3 signaling pathway
    Ding, Haixiang
    Yu, Xiuchong
    Yan, Zhilong
    [J]. INTERNATIONAL JOURNAL OF MOLECULAR MEDICINE, 2022, 49 (02)
  • [10] AutoDock Vina 1.2.0: New Docking Methods, Expanded Force Field, and Python']Python Bindings
    Eberhardt, Jerome
    Santos-Martins, Diogo
    Tillack, Andreas F.
    Forli, Stefano
    [J]. JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2021, 61 (08) : 3891 - 3898