Network pharmacology and transcriptomics reveal the mechanisms of FFBZL in the treatment of oral squamous cell carcinoma

被引:0
|
作者
Zhao, Shiyang [1 ]
Xiao, Shudong [1 ]
Wang, Wanting [1 ]
Dong, Xinyue [1 ]
Liu, Xichen [1 ]
Wang, Qingsen [1 ]
Jiang, Yourong [1 ]
Wu, Wen [1 ]
机构
[1] Jining Med Univ, Dept Stomatol, Jining, Shandong, Peoples R China
关键词
FFBZL; oral squamous cell carcinoma; apoptosis; PI3K-Akt signaling pathway; network pharmacology; CANCER;
D O I
10.3389/fphar.2024.1405596
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Background FFBZL is composed of three herbs: Scutellaria barbata D. Don (SBD), Astragali Radix (AR), and Ligusticum chuanxiong Hort (CX). FFBZL has been reported to be effective in the treatment of oral squamous cell carcinoma (OSCC). However, the molecular mechanism involved remains unclear. Based on network pharmacology combined with bioinformatics and molecular docking, the effect and molecular mechanism of action of FFBZL in treating OSCC were explored.Materials and methods This study employed an integrated approach using various databases and literature sources to identify the effective components of FFBZL, with a specific emphasis on screening active ingredients that align with traditional Chinese medicine principles. The TCMSP, ETCM, and SymMap databases were utilized to collect information on the active constituents and targets of FFBZL, while the PharmMapper database was used to predict targets. Key components were selected based on the degree value of the 'active component-target' network. Transcriptome data for OSCC samples were obtained from the TCGA and GEO databases. Differential gene expression analysis was conducted to identify targets associated with OSCC, and these targets were subsequently aligned with targets of the effective components of FFBZL to identify common targets. Subsequently, the STRING database was utilized to construct a protein-protein interaction (PPI) network of these common targets, which was subsequently visualized using Cytoscape. Next, 71 targets were rescreened using the PPI network, and GO and KEGG enrichment analyses were performed; the PI3K-Akt signaling pathway was the top-ranking pathway related to cell apoptosis. Next, the expression of 19 genes enriched in the PI3K-Akt signaling pathway was analyzed using OSCC transcriptome data from the TCGA and GEO databases. The targets were subsequently mapped to the PI3K-Akt signaling pathway using the KEGG database, and the GSEA algorithm was used to assess the overall expression trend of the genes in this pathway. The 71 common targets were subsequently imported into the STRING database and visualized using Cytoscape. The DEGREE and MCC algorithms were used to select the corresponding targets within the PPI network. The intersection of these targets and the 19 targets mapped to the PI3K-Akt signaling pathway led to the identification of 6 key targets associated with cell apoptosis: GSK3B, PIK3CA, FN1, MET, SPP1, and MAPK3. Subsequently, the UALCAN database was utilized to analyze the expression levels and survival associations of the key genes related to cell apoptosis, and the transcriptome data from the GEO database were used to assess the correlations among the 6 key genes. Finally, molecular docking studies were conducted to explore the relationships between these targets and the active components with predicted associations.Results This study identified six key components of FFBZL (quercetin, wogonin, carthamidin, scutellarein, senkyunolide K and astragalosidei: astragaloside I) as well as 820 potential target genes of these components. Intersection of these targets with those related to OSCC yielded 151 common targets. GO and KEGG enrichment analyses revealed that most of the top-ranked functions and pathways were associated with apoptosis, with the PI3K-Akt signaling pathway playing a critical role. Transcriptome analysis of data from the TCGA and GEO databases indicated that the genes enriched in the PI3K-Akt signaling pathway were strongly upregulated, and the GSEA algorithm indicated an overall upregulation trend for the PI3K-Akt signaling pathway. By intersecting the targets with the 19 genes mapped to the PI3K-Akt signaling pathway using the DEGREE and MCC algorithms, six key targets related to cell apoptosis were identified. The mRNA and protein expression levels of most these targets in head and neck squamous cell carcinoma were higher than those in normal tissues. Survival analysis revealed that low expression of SPP1 and FN1 was associated with increased patient survival time. Additionally, the molecular docking results indicated strong binding potential between the six identified key components and the six key targets.
引用
收藏
页数:12
相关论文
共 50 条
  • [31] Investigation of the Molecular Mechanisms of Paraoxonase-2 Mediated Radiotherapy and Chemotherapy Resistance in Oral Squamous Cell Carcinoma
    Kamal, Mehta Vedant
    Prabhu, Krishnananda
    Sharan, Krishna
    Pai, Ananth
    Chakrabarty, Sanjiban
    Damerla, Rama Rao
    Shetty, Preethi S.
    Belle, Vijetha Shenoy
    Rao, Mahadev
    Kumar, Naveena A. N.
    CTS-CLINICAL AND TRANSLATIONAL SCIENCE, 2025, 18 (04):
  • [32] Regulatory role of circular RNAs in oral squamous cell carcinoma
    Attar, Rukset
    Noel, Khalida
    Romero, Mirna Azalea
    Sabitaliyevich, Uteuliyev Yerzhan
    Yulaevna, Ishmuratova Margarita
    Qureshi, Muhammad Zahid
    CELLULAR AND MOLECULAR BIOLOGY, 2023, 69 (08) : 250 - 257
  • [33] Tripeptidyl peptidase II in human oral squamous cell carcinoma
    Usukura, Katsuya
    Kasamatsu, Atsushi
    Okamoto, Atsushi
    Kouzu, Yukinao
    Higo, Morihiro
    Koike, Hirofumi
    Sakamoto, Yosuke
    Ogawara, Katsunori
    Shiiba, Masashi
    Tanzawa, Hideki
    Uzawa, Katsuhiro
    JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2013, 139 (01) : 123 - 130
  • [34] The role of circular RNAs in the pathophysiology of oral squamous cell carcinoma
    Sufianov, Albert
    Begliarzade, Sema
    Kudriashov, Valentin
    Beilerli, Aferin
    Ilyasova, Tatiana
    Liang, Yanchao
    Beylerli, Ozal
    NON-CODING RNA RESEARCH, 2023, 8 (01): : 109 - 114
  • [35] Altered expression of mitochondrial antioxidants in oral squamous cell carcinoma
    Banerjee, Sumita
    Mukherjee, Saikat
    Mitra, Sanjib
    Singhal, Pallav
    JOURNAL OF ORAL SCIENCE, 2017, 59 (03) : 439 - 446
  • [36] Anthocyanin is involved in the activation of pyroptosis in oral squamous cell carcinoma
    Yue Er
    Gulnara, Tuguzbaeva
    Chen Xi
    Qin Ying
    Li Anqi
    Sun Xi
    Dong Chaorun
    Liu Yanyan
    Yu Yahan
    Madiha, Zahra Syeda
    Shan Qiusheng
    Jiang Yanan
    Du Zhimin
    Bai Yunlong
    PHYTOMEDICINE, 2019, 56 : 286 - 294
  • [37] Molecular Mechanisms of Inhibitory Effects of Bovine Lactoferrin on Invasion of Oral Squamous Cell Carcinoma
    Chea, Chanbora
    Miyauchi, Mutsumi
    Inubushi, Toshihiro
    Okamoto, Kana
    Haing, Sivmeng
    Takata, Takashi
    PHARMACEUTICS, 2023, 15 (02)
  • [38] Identification of Molecular Targets and Potential Mechanisms of Yinchen Wuling San Against Head and Neck Squamous Cell Carcinoma by Network Pharmacology and Molecular Docking
    Zhang, Biyu
    Liu, Genyan
    Wang, Xin
    Hu, Xuelei
    FRONTIERS IN GENETICS, 2022, 13
  • [39] Bag-1 proteins in oral squamous cell carcinoma
    Wood, Jemma
    Lee, San San
    Hague, Angela
    ORAL ONCOLOGY, 2009, 45 (02) : 94 - 102
  • [40] Matrix-based molecular mechanisms, targeting and diagnostics in oral squamous cell carcinoma
    Mastronikolis, Nicholas S.
    Kyrodimos, Efthymios
    Piperigkou, Zoi
    Spyropoulou, Despoina
    Delides, Alexander
    Giotakis, Evangelos
    Alexopoulou, Miranda
    Bakalis, Nick A.
    Karamanos, Nikos K.
    IUBMB LIFE, 2024, 76 (07) : 368 - 382