Integrated network pharmacology and metabolomics to reveal the mechanism of Pinellia ternata inhibiting non-small cell lung cancer cells

被引:2
作者
Feng, Fan [1 ]
Hu, Ping [1 ]
Peng, Lei [1 ]
Xu, Lisheng [1 ]
Chen, Jun [1 ]
Chen, Qiong [1 ]
Zhang, Xingtao [1 ]
Tao, Xingkui [1 ]
机构
[1] Suzhou Univ, Sch Biol & Food Engn, Suzhou 234000, Anhui, Peoples R China
关键词
Lung cancer; Metabolomics; Network pharmacology; Metabolites; HUMAN BREAST-CANCER; STEM-CELLS; RIBOFLAVIN; THERAPY;
D O I
10.1186/s12906-024-04574-3
中图分类号
R [医药、卫生];
学科分类号
10 ;
摘要
Lung cancer is a malignant tumor with highly heterogeneous characteristics. A classic Chinese medicine, Pinellia ternata (PT), was shown to exert therapeutic effects on lung cancer cells. However, its chemical and pharmacological profiles are not yet understood. In the present study, we aimed to reveal the mechanism of PT in treating lung cancer cells through metabolomics and network pharmacology. Metabolomic analysis of two strains of lung cancer cells treated with Pinellia ternata extracts (PTE) was used to identify differentially abundant metabolites, and the metabolic pathways associated with the DEGs were identified by MetaboAnalyst. Then, network pharmacology was applied to identify potential targets against PTE-induced lung cancer cells. The integrated network of metabolomics and network pharmacology was constructed based on Cytoscape. PTE obviously inhibited the proliferation, migration and invasion of A549 and NCI-H460 cells. The results of the cellular metabolomics analysis showed that 30 metabolites were differentially expressed in the lung cancer cells of the experimental and control groups. Through pathway enrichment analysis, 5 metabolites were found to be involved in purine metabolism, riboflavin metabolism and the pentose phosphate pathway, including D-ribose 5-phosphate, xanthosine, 5-amino-4-imidazolecarboxyamide, flavin mononucleotide (FMN) and flavin adenine dinucleotide (FAD). Combined with network pharmacology, 11 bioactive compounds were found in PT, and networks of bioactive compound-target gene-metabolic enzyme-metabolite interactions were constructed. In conclusion, this study revealed the complicated mechanisms of PT against lung cancer. Our work provides a novel paradigm for identifying the potential mechanisms underlying the pharmacological effects of natural compounds.
引用
收藏
页数:16
相关论文
共 62 条
  • [1] Mannose Inhibits the Pentose Phosphate Pathway in Colorectal Cancer and Enhances Sensitivity to 5-Fluorouracil Therapy
    Al Hadeethi, Sadaf
    El-Baba, Chirine
    Araji, Khaled
    Hayar, Berthe
    Cheikh, Israa Ahmad
    El-Khoury, Riyad
    Usta, Julnar
    Darwiche, Nadine
    [J]. CANCERS, 2023, 15 (08)
  • [2] Disorders of riboflavin metabolism
    Balasubramaniam, Shanti
    Christodoulou, John
    Rahman, Shamima
    [J]. JOURNAL OF INHERITED METABOLIC DISEASE, 2019, 42 (04) : 608 - 619
  • [3] High levels of FAD autofluorescence indicate pathology preceding cell death
    Bryanskaya, Ekaterina O.
    Vinokurov, Andrey Y.
    Dolgikh, Angelina I.
    Dunaev, Andrey, V
    Angelova, Plamena R.
    Abramov, Andrey Y.
    [J]. BIOCHIMICA ET BIOPHYSICA ACTA-GENERAL SUBJECTS, 2024, 1868 (01):
  • [4] Cancer immunotherapy - immune checkpoint blockade and associated endocrinopathies
    Byun, David J.
    Wolchok, Jedd D.
    Rosenberg, Lynne M.
    Girotra, Monica
    [J]. NATURE REVIEWS ENDOCRINOLOGY, 2017, 13 (04) : 195 - 207
  • [5] Methotrexate and 5-aminoimidazole-4-carboxamide riboside exert synergistic anticancer action against human breast cancer and hepatocellular carcinoma
    Cheng, Xiao-liang
    Zhou, Tian-yan
    Li, Bo
    Li, Meng-yao
    Li, Liang
    Li, Zai-quan
    Lu, Wei
    [J]. ACTA PHARMACOLOGICA SINICA, 2013, 34 (07) : 951 - 959
  • [6] Phytosterols and phytostanols and the hallmarks of cancer in model organisms: A systematic review and meta-analysis
    Cioccoloni, Giorgia
    Soteriou, Chrysa
    Websdale, Alex
    Wallis, Lewis
    Zulyniak, Michael A.
    Thorne, James L.
    [J]. CRITICAL REVIEWS IN FOOD SCIENCE AND NUTRITION, 2022, 62 (05) : 1145 - 1165
  • [7] Premalignant lesions of squamous cell carcinoma of the lung: The molecular make-up and factors affecting their progression
    Denisov, Evgeny V.
    Schegoleva, Anastasia A.
    Gervas, Polina A.
    Ponomaryova, Anastasia A.
    Tashireva, Lubov A.
    Boyarko, Valentina V.
    Bukreeva, Ekaterina B.
    Pankova, Olga V.
    Perelmuter, Vladimir M.
    [J]. LUNG CANCER, 2019, 135 : 21 - 28
  • [8] Purines, Purinergic Receptors, and Cancer
    Di Virgilio, Francesco
    [J]. CANCER RESEARCH, 2012, 72 (21) : 5441 - 5447
  • [9] Adenosine-to-inosine RNA editing meets cancer
    Dominissini, Dan
    Moshitch-Moshkovitz, Sharon
    Amariglio, Ninette
    Rechavi, Gideon
    [J]. CARCINOGENESIS, 2011, 32 (11) : 1569 - 1577
  • [10] Metabolomics and Multi-Omics Integration: A Survey of Computational Methods and Resources
    Eicher, Tara
    Kinnebrew, Garrett
    Patt, Andrew
    Spencer, Kyle
    Ying, Kevin
    Ma, Qin
    Machiraju, Raghu
    Mathe, Ewy A.
    [J]. METABOLITES, 2020, 10 (05)