Integrating Network Pharmacology Approaches to Decipher the Multi-Target Pharmacological Mechanism of Microbial Biosurfactants as Novel Green Antimicrobials against Listeriosis

被引:10
|
作者
Adnan, Mohd [1 ]
Siddiqui, Arif Jamal [1 ]
Noumi, Emira [1 ]
Hannachi, Sami [1 ]
Ashraf, Syed Amir [2 ]
Awadelkareem, Amir Mahgoub [2 ]
Snoussi, Mejdi [1 ]
Badraoui, Riadh [1 ,3 ]
Bardakci, Fevzi [1 ]
Sachidanandan, Manojkumar [4 ]
Patel, Mirav [5 ,6 ]
Patel, Mitesh [5 ,6 ]
机构
[1] Univ Hail, Coll Sci, Dept Biol, POB 2440, Hail, Saudi Arabia
[2] Univ Hail, Coll Appl Medial Sci, Dept Clin Nutr, POB 2440, Hail, Saudi Arabia
[3] Univ Tunis Manar, Med Fac Tunis, Sect Histol Cytol, Tunis 1007, Tunisia
[4] Univ Hail, Coll Dent, Dept Oral Radiol, POB 2440, Hail, Saudi Arabia
[5] Parul Univ, Parul Inst Appl Sci, Dept Biotechnol, Vadodara 391760, India
[6] Parul Univ, Ctr Res Dev, Vadodara 391760, India
来源
ANTIBIOTICS-BASEL | 2023年 / 12卷 / 01期
关键词
Listeria monocytogenes; listeriosis; network pharmacology; biosurfactants; antimicrobial; EPIDERMAL-GROWTH-FACTOR; TUMOR-NECROSIS-FACTOR; CELLULAR INVASION; CRYSTAL-STRUCTURE; FACTOR RECEPTOR; MONOCYTOGENES; CELLS; RHAMNOLIPIDS; FIBRONECTIN; RECOGNITION;
D O I
10.3390/antibiotics12010005
中图分类号
R51 [传染病];
学科分类号
100401 ;
摘要
Listeria monocytogenes (L. monocytogenes) is a serious food-borne pathogen that can cause listeriosis, an illness caused by eating food contaminated with this pathogen. Currently, the treatment or prevention of listeriosis is a global challenge due to the resistance of bacteria against multiple commonly used antibiotics, thus necessitating the development of novel green antimicrobials. Scientists are increasingly interested in microbial surfactants, commonly known as "biosurfactants", due to their antimicrobial properties and eco-friendly nature, which make them an ideal candidate to combat a variety of bacterial infections. Therefore, the present study was designed to use a network pharmacology approach to uncover the active biosurfactants and their potential targets, as well as the signaling pathway(s) involved in listeriosis treatment. In the framework of this study, 15 biosurfactants were screened out for subsequent studies. Among 546 putative targets of biosurfactants and 244 targets of disease, 37 targets were identified as potential targets for treatment of L. monocytogenes infection, and these 37 targets were significantly enriched in a Gene Ontology (GO) analysis, which aims to identify those biological processes, cellular locations, and molecular functions that are impacted in the condition studied. The obtained results revealed several important biological processes, such as positive regulation of MAP kinase activity, protein kinase B signaling, ERK1 and ERK2 cascade, ERBB signaling pathway, positive regulation of protein serine/threonine kinase activity, and regulation of caveolin-mediated endocytosis. Several important KEGG pathways, such as the ERBBB signaling pathway, TH17 cell differentiation, HIF-1 signaling pathway, Yersinia infection, Shigellosis, and C-type lectin receptor signaling pathways, were identified. The protein-protein interaction analysis yielded 10 core targets (IL2, MAPK1, EGFR, PTPRC, TNF, ITGB1, IL1B, ERBB2, SRC, and mTOR). Molecular docking was used in the latter part of the study to verify the effectiveness of the active biosurfactants against the potential targets. Lastly, we found that a few highly active biosurfactants, namely lichenysin, iturin, surfactin, rhamnolipid, subtilisin, and polymyxin, had high binding affinities towards IL2, MAPK1, EGFR, PTPRC, TNF, ITGB1, IL1B, ERBB2, SRC, and mTOR, which may act as potential therapeutic targets for listeriosis. Overall, based on the integrated network pharmacology and docking analysis, we found that biosurfactants possess promising anti-listeriosis properties and explored the pharmacological mechanisms behind their effect, laying the groundwork for further research and development.
引用
收藏
页数:30
相关论文
共 47 条
  • [31] Network pharmacology and experimental evaluation strategies to decipher the underlying pharmacological mechanism of Traditional Chinese Medicine CFF-1 against prostate cancer
    Wei, Yong
    Zhu, Mingxia
    Chen, Ye
    Ji, Qianying
    Wang, Jun
    Shen, Luming
    Yang, Xin
    Hu, Haibin
    Zhou, Xin
    Zhu, Qingyi
    AGING-US, 2024, 16 (06): : 5387 - 5411
  • [32] Bioinformatics and network pharmacology-based study to elucidate the multi-target pharmacological mechanism of the indigenous plants of Medina valley in treating HCV-related hepatocellular carcinoma
    Alamri, Mubarak A.
    SAUDI PHARMACEUTICAL JOURNAL, 2023, 31 (06) : 1125 - 1138
  • [33] Integrating network pharmacology and experimental validation to decipher the mechanism of the Chinese herbal prescription JieZe-1 in protecting against HSV-2 infection
    Liu, Tong
    Shao, Qingqing
    Wang, Wenjia
    Ma, Yonggui
    Liu, Tianli
    Jin, Ximing
    Fang, Jianguo
    Huang, Guangying
    Chen, Zhuo
    PHARMACEUTICAL BIOLOGY, 2022, 60 (01) : 451 - 466
  • [34] A Novel Energy Efficient Multi-Target Coverage Control Protocol with Event Driven Mechanism of Wireless Sensor Network
    Sun, Zeyu
    Wang, Huihui
    Li, Longxing
    Xing, Xiaofei
    2015 International Conference on Identification, Information, and Knowledge in the Internet of Things (IIKI), 2015, : 201 - 205
  • [35] An Integrative Network Pharmacology and Bioinformatics Approach for Deciphering the Multi-target Effect of Nyctanthes arbortristis L. against COVID-19
    Sreeharsha, Nagaraja
    Basavarajappa, Girish Meravanige
    Aloufi, Bandar
    Shiroorkar, Predeepkumar Narayanappa
    Anwer, Md. Khalid
    Rehman, Abdur
    CURRENT PHARMACEUTICAL DESIGN, 2025, 31 (11) : 855 - 872
  • [36] A Multi-Target and Multi-Channel Mechanism of Action for Jiawei Yinhuo Tang in the Treatment of Social Communication Disorders in Autism: Network Pharmacology and Molecular Docking Studies
    Zhang Linlin
    Lai Ciai
    Su Yanhong
    Gan Huizhong
    Li Yongchun
    Yang Zhen
    Xu Shan
    Gong Fengying
    Lv Ying
    Li Jingjun
    Fan Qin
    EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE, 2022, 2022
  • [37] Study on multi-target mechanism of Radix et Rhizoma Rhei (Dahuang) and Semen Persicae (Taoren) on adhesion intestinal obstruction based on network pharmacology
    Yue, Yin-Zi
    Zeng, Li
    Wang, Xiao-Peng
    Zong, Yang
    Yan, Shuai
    TRADITIONAL MEDICINE RESEARCH, 2019, 4 (04): : 195 - 204
  • [38] Integrating network pharmacology and experimental validation to explore the mitophagy-associated pharmacological mechanism of modified Shisiwei Jianzhong decoction against aplastic anemia
    Zhang, Yun
    Wang, Jun
    Wang, Bo
    Gao, Yanting
    Lin, Shengyun
    Zhou, Yuhong
    Wu, Liqiang
    BIOMEDICAL CHROMATOGRAPHY, 2024, 38 (10)
  • [39] Integrating Pharmacology and Microbial Network Analysis with Experimental Validation to Reveal the Mechanism of Composite Sophora Colon-Soluble Capsule against Ulcerative Colitis
    Ding, Yuxuan
    Chen, Mingjun
    Wang, Qiying
    Gao, Lu
    Feng, Yang
    Wang, Shida
    Song, Zitian
    Tong, Zhanqi
    EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE, 2020, 2020
  • [40] P2Y12 receptor-independent antiplatelet mechanism of cryptotanshinone: Network pharmacology and experimental validation of multi-target signaling pathways
    Xiao, Yi
    Zhang, Rui
    Hua, Chaoying
    Wu, Meng
    Yuan, Yujing
    Zhang, Li
    Guo, Fang
    Liu, Jian
    Yang, Zhanzhan
    Liu, Gang
    JOURNAL OF ETHNOPHARMACOLOGY, 2025, 341