Exploring Potential Bioactive Components of Persea americana for the Treatment of Rheumatoid Arthritis through Network Pharmacology

被引:1
作者
Swaroop, Akey Krishna [1 ]
Esakkimuthukumar, M. [1 ]
Saranya, R. [1 ]
Chandru, M. [1 ]
Sowbarnika, S. [1 ]
Sudharsan, J. [1 ]
Dhanush, V [1 ]
Prabha, Thangavelu [2 ]
Jubie, S. [1 ]
机构
[1] JSS Acad Higher Educ & Res, JSS Coll Pharm, Dept Pharmaceut Chem, Ooty, Tamil Nadu, India
[2] Affliated Tamil Nadu Dr MGR Med Univ, Nandha Coll Pharm, Dept Pharmaceut Chem, Erode 638052, Tamil Nadu, India
关键词
Persea americana; Rheumatoid arthritis; protein-protein interaction; protein-drug interactions; molecular docking; network pharmacology; MOLECULAR DOCKING; OPEN BABEL; MECHANISM; BINDING; DATABASE; OIL;
D O I
10.2174/0115733971294872240801113559
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Introduction: Rheumatoid arthritis (RA) is a chronic autoimmune disease character-ized by inflammation and joint destruction, leading to significant disability and reduced quality of life. Current treatment options for RA have limitations, highlighting the need for novel therapeu-tic approaches. In this study, we employed network pharmacology methods to identify potential bioactive compounds from Persea Americana (avocado) for the treatment of RA. Materials and methods: We collected information on the phytoconstituents of avocados from the IMPPAT database and used Data Warrior software to filter out 64 plant constituents based on ADMET criteria. Target genes associated with avocado compounds were identified using the Bindingdb web server, resulting in 209 genes from Persea Americana. Protein-protein interaction (PPI) network analysis was performed using Cytoscape software to identify key genes and pro-teins involved in RA. Protein-drug interactions were analyzed, and ten avocado constituents with high binding affinity were identified. Results and discussion: Our network pharmacology analysis revealed that avocado constituents, particularly Luteolin, have the potential to be developed as novel therapeutics for RA. The PPI network analysis identified key genes and proteins associated with RA, providing insights into the molecular mechanisms of the disease. The high binding affinity observed between Luteolin and PTGS2, a protein involved in joint inflammation, suggests its potential effectiveness in mitigating RA-related inflammation. Conclusion: Our study highlights the potential of avocado constituents, particularly Luteolin, as promising therapeutics for the treatment of rheumatoid arthritis (RA). Through network pharma-cology analysis, we identified key target genes and proteins associated with RA, shedding light on the underlying molecular mechanisms of the disease.
引用
收藏
页数:24
相关论文
共 66 条
  • [31] DataWarrior: an evaluation of the open-source drug discovery tool
    Lopez-Lopez, Edgar
    Jesus Naveja, J.
    Medina-Franco, Jose L.
    [J]. EXPERT OPINION ON DRUG DISCOVERY, 2019, 14 (04) : 335 - 341
  • [32] Comparison of pharmacological activity and safety of different stereochemical configurations of borneol: L-borneol, D-borneol, and synthetic borneol
    Ma, Rong
    Lu, Danni
    Wang, Jian
    Xie, Qian
    Guo, Jialiang
    [J]. BIOMEDICINE & PHARMACOTHERAPY, 2023, 164
  • [33] TBGA: a large-scale Gene-Disease Association dataset for Biomedical Relation Extraction
    Marchesin, Stefano
    Silvello, Gianmaria
    [J]. BMC BIOINFORMATICS, 2022, 23 (01)
  • [34] Min M., 2018, Study on phytoconstituents and bioactive. J MyanmarAcad Arts Sci
  • [35] A new prodrug and bioactivity evaluation of methotrexate based on Chitosan
    Mohammed, Mohsin Omar
    Alkubaisi, Hameed Madlool Mohammed
    Haj, Nadia Qader
    [J]. HELIYON, 2020, 6 (06)
  • [36] IMPPAT: A curated database of Indian Medicinal Plants, Phytochemistry And Therapeutics
    Mohanraj, Karthikeyan
    Karthikeyan, Bagavathy Shanmugam
    Vivek-Ananth, R. P.
    Chand, R. P. Bharath
    Aparna, S. R.
    Mangalapandi, Pattulingam
    Samal, Areejit
    [J]. SCIENTIFIC REPORTS, 2018, 8
  • [37] Mushtaq Sabha, 2020, Int J Womens Dermatol, V6, P191, DOI 10.1016/j.ijwd.2020.01.009
  • [38] Protein binding of 4-hydroxybenzoic acid and 4-hydroxy-3-methoxyben-zoic acid to human serum albumin and their anti-proliferation on doxorubicin-sensitive and doxorubicin-resistant leukemia cells
    Myint, Ohnmar
    Wattanapongpitak, Sakornniya
    Supawat, Benjamaporn
    Kothan, Suchart
    Udomtanakunchai, Chatchanok
    Tima, Singkome
    Tungjai, Montree
    [J]. TOXICOLOGY REPORTS, 2021, 8 : 1381 - 1388
  • [39] EULAR definition of difficult-to-treat rheumatoid arthritis
    Nagy, Gyorgy
    Roodenrijs, Nadia M. T.
    Welsing, Paco M. J.
    Kedves, Melinda
    Hamar, Attila
    van der Goes, Marlies C.
    Kent, Alison
    Bakkers, Margot
    Blaas, Etienne
    Senolt, Ladislav
    Szekanecz, Zoltan
    Choy, Ernest
    Dougados, Maxime
    Jacobs, Johannes W. G.
    Geenen, Rinie
    Bijlsma, Hans W. J.
    Zink, Angela
    Aletaha, Daniel
    Schoneveld, Leonard
    van Riel, Piet
    Gutermann, Loriane
    Prior, Yeliz
    Nikiphorou, Elena
    Ferraccioli, Gianfranco
    Schett, Georg
    Hyrich, Kimme L.
    Mueller-Ladner, Ulf
    Buch, Maya H.
    McInnes, Iain B.
    van der Heijde, Desiree
    van Laar, Jacob M.
    [J]. ANNALS OF THE RHEUMATIC DISEASES, 2021, 80 (01) : 31 - 35
  • [40] The Abundant Phytocannabinoids in Rheumatoid Arthritis: Therapeutic Targets and Molecular Processes Identified Using Integrated Bioinformatics and Network Pharmacology
    Nandi, Arijit
    Das, Anwesha
    Dey, Yadu Nandan
    Roy, Kuldeep K. K.
    [J]. LIFE-BASEL, 2023, 13 (03):