Assessment of Melia azedarach Plant Extracts Activity Against Hypothetical Protein of Mycobacterium tuberculosis via GC-MS Analysis and In Silico Approaches

被引:10
作者
Naveed, Muhammad [1 ]
Ali, Imran [1 ]
Aziz, Tariq [2 ]
Ali, Nouman [1 ]
Hassan, Ali [1 ]
Ur Rahman, Shafiq [3 ]
Aziz, Riffat [3 ]
Alharbi, Metab [4 ]
机构
[1] Univ Cent Punjab, Fac Sci & Technol, Dept Biotechnol, Lahore 54590, Pakistan
[2] Univ Ioannina, Dept Agr, Arta 47100, Greece
[3] Shaheed Benazir Bhutto Univ, Dept Environm Sci, Sheringal, Khyber Pakhtunk, Pakistan
[4] King Saud Univ, Coll Pharm, Dept Pharmacol & Toxicol, POB 2455, Riyadh 11451, Saudi Arabia
来源
JOURNAL OF COMPUTATIONAL BIOPHYSICS AND CHEMISTRY | 2024年 / 23卷 / 03期
关键词
Mycobacterium tuberculosis; docking; GC-MS; PEE family; disease privilege; virulent; PREDICTION;
D O I
10.1142/S2737416523500631
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Medicinal plants have played an important role in treating different diseases. Melia azedarach is a plant with significant medical and biological applications. This research aimed to explore the possible bioactivity of various biological compounds. The gas chromatography-mass spectrometry (GC-MS) analysis of Melia azedarach identified 25 compounds, among which 1-ethyl-3-methyl-2-nitrosobenzene and 2-ethyl-1,3-dimethyl-5-(nitromethyl)benzene were the main phytochemicals present in the crude extract of Melia azedarach. Mycobacterium tuberculosis is a zoonotic pathogen that causes tuberculosis (TB). The hypothetical protein OHO21363.1 of Mycobacterium tuberculosis is characterized using an in silico approach for exploring immunogenicity and virulence. After the homology prediction and characterization, this protein was predicted to be a PEE family protein with virulence and immune response functions. This virulent protein lies in the extracellular region of the cell according to subcellular localization and gene ontology. Due to its virulence factor and disease privilege against the host immune response, it can be used as a potential receptor for drug designing. After the GC-MS analysis, the 28 phytochemicals were retrieved and analyzed. Pharmacophore characterization of 1-ethyl-3-methyl-2-nitrosobenzene and 2-ethyl-1,3-dimethyl-5-(nitromethyl)benzene was performed to get the initial information on phytochemical bonding properties. Chemical absorption, distribution, metabolism, excretion, and toxicity (ADMET) predicted that out of 28 drugs, only 2 could cross the PGP+ through the blood-brain barrier and gastrointestinal tract without violating Lipinski's rule of 5. Both 1-ethyl-3-methyl-2-nitrosobenzene and 2-ethyl-1,3-dimethyl-5-(nitromethyl) benzene were predicted to have the best docking score against the protein, with -4.9 KJ/Mol and -5.0 KJ/Mol, respectively. Molecular dynamics simulation showed favorable results and provided useful information about the behavior and interactions of the molecules in the dock complex. Immune simulation confirms no immune response on the protein, proving it to be a virulent protein. The phytoconstituents present in Melia azedarach have the potential for multiple pharmacological applications. These findings can be used to design the potential drug candidates against TB. These ligands may be good candidates to fight against the resistant strain of TB compared to the drugs available in the market in the future. More research must be conducted to identify the bioactive compounds that may be used to treat different ailments.
引用
收藏
页码:299 / 320
页数:22
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共 50 条
  • [1] Abbasi AM, 2010, INDIAN J TRADIT KNOW, V9, P175
  • [2] Al-Khafaji, 2014, INT J PHARM BIO SCI, V5
  • [3] Herbal yield, nutritive composition, phenolic contents and antioxidant activity of purslane (Portulaca oleracea L.) grown in different soilless media in a closed system
    Au'datt, Muhammad H.
    Rababah, Taha
    Alhamad, Mohammad N.
    Al-Tawaha, Abdelrazzaq
    Al-Tawaha, Abdel Rahman
    Gammoh, Sana
    Ereifej, Khalil I.
    Al-Karaki, Ghazi
    Hamasha, Hassan R.
    Tranchant, Carole C.
    Kubow, Stan
    [J]. INDUSTRIAL CROPS AND PRODUCTS, 2019, 141
  • [4] Bahashwan S. A., 2013, EUR SCI J, V9
  • [5] Bateman A, 2002, NUCLEIC ACIDS RES, V30, P276, DOI [10.1093/nar/gkp985, 10.1093/nar/gkh121, 10.1093/nar/gkr1065]
  • [6] UniProt: a hub for protein information
    Bateman, Alex
    Martin, Maria Jesus
    O'Donovan, Claire
    Magrane, Michele
    Apweiler, Rolf
    Alpi, Emanuele
    Antunes, Ricardo
    Arganiska, Joanna
    Bely, Benoit
    Bingley, Mark
    Bonilla, Carlos
    Britto, Ramona
    Bursteinas, Borisas
    Chavali, Gayatri
    Cibrian-Uhalte, Elena
    Da Silva, Alan
    De Giorgi, Maurizio
    Dogan, Tunca
    Fazzini, Francesco
    Gane, Paul
    Cas-tro, Leyla Garcia
    Garmiri, Penelope
    Hatton-Ellis, Emma
    Hieta, Reija
    Huntley, Rachael
    Legge, Duncan
    Liu, Wudong
    Luo, Jie
    MacDougall, Alistair
    Mutowo, Prudence
    Nightin-gale, Andrew
    Orchard, Sandra
    Pichler, Klemens
    Poggioli, Diego
    Pundir, Sangya
    Pureza, Luis
    Qi, Guoying
    Rosanoff, Steven
    Saidi, Rabie
    Sawford, Tony
    Shypitsyna, Aleksandra
    Turner, Edward
    Volynkin, Vladimir
    Wardell, Tony
    Watkins, Xavier
    Zellner, Hermann
    Cowley, Andrew
    Figueira, Luis
    Li, Weizhong
    McWilliam, Hamish
    [J]. NUCLEIC ACIDS RESEARCH, 2015, 43 (D1) : D204 - D212
  • [7] Mycobacterium tuberculosis PE25/PPE41 protein complex induces activation and maturation of dendritic cells and drives Th2-biased immune responses
    Chen, Wei
    Bao, Yige
    Chen, Xuerong
    Burton, Jeremy
    Gong, Xueli
    Gu, Dongqing
    Mi, Youjun
    Bao, Lang
    [J]. MEDICAL MICROBIOLOGY AND IMMUNOLOGY, 2016, 205 (02) : 119 - 131
  • [8] VERIFICATION OF PROTEIN STRUCTURES - PATTERNS OF NONBONDED ATOMIC INTERACTIONS
    COLOVOS, C
    YEATES, TO
    [J]. PROTEIN SCIENCE, 1993, 2 (09) : 1511 - 1519
  • [9] Disulfide by Design 2.0: a web-based tool for disulfide engineering in proteins
    Craig, Douglas B.
    Dombkowski, Alan A.
    [J]. BMC BIOINFORMATICS, 2013, 14
  • [10] SwissADME: a free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules
    Daina, Antoine
    Michielin, Olivier
    Zoete, Vincent
    [J]. SCIENTIFIC REPORTS, 2017, 7