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Cabral MB, Dela Cruz CJ, Sato Y, Oyong G, Rempillo O, Galvez MC, Vallar E. In Silico Approach in the Evaluation of Pro-Inflammatory Potential of Polycyclic Aromatic Hydrocarbons and Volatile Organic Compounds through Binding Affinity to the Human Toll-Like Receptor 4. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19148360. [PMID: 35886213 PMCID: PMC9318662 DOI: 10.3390/ijerph19148360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 06/30/2022] [Accepted: 07/06/2022] [Indexed: 12/04/2022]
Abstract
Polycyclic aromatic hydrocarbons (PAHs) and volatile organic compounds (VOCs) are widespread across the globe, existing in the environment in complex mixtures potentially capable of initiating respiratory illnesses. Here, we use an in silico approach to evaluate the potential pro-inflammatory effects of various carcinogenic PAHs and VOCs through their binding affinity towards the human toll-like receptor 4 (TLR4). For receptors and ligands, RCSB Protein Data Bank and PubChem were used in obtaining their 3D structures, respectively. Autodock Vina was utilized to obtain the best docking poses and binding affinities of each PAH and VOC. Out of the 14 PAHs included in this study, indeno(1,2,3-cd)pyrene, benzo(ghi)perylene, and benzo[a]pyrene had the highest binding affinity values of −10, −9, and −8.9 kcal/mol, respectively. For the VOCs, out of the 10 compounds studied, benzene, 1,4-dichlorobenzene, and styrene had the highest binding affinity values of −3.6, −3.9, and −4.6 kcal/mol, respectively. Compounds with higher affinity than LPS (−4.1 kcal/com) could potentially induce inflammation, while compounds with lower affinity would be less likely to induce an inflammatory response. Meanwhile, molecular dynamics simulation and RMSF statistical analysis proved that the protein, TLR4, stably preserve its conformation despite ligand interactions. Overall, the structure of the TLR4 was considered inflexible.
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Affiliation(s)
- Marie Beatriz Cabral
- Environment and RemoTe Sensing Research (EARTH) Laboratory, Department of Physics, College of Science, De La Salle University Manila, 2401 Taft Avenue, Manila 0922, Philippines; (M.B.C.); (C.J.D.C.); (Y.S.); (O.R.); (M.C.G.)
| | - Celine Joy Dela Cruz
- Environment and RemoTe Sensing Research (EARTH) Laboratory, Department of Physics, College of Science, De La Salle University Manila, 2401 Taft Avenue, Manila 0922, Philippines; (M.B.C.); (C.J.D.C.); (Y.S.); (O.R.); (M.C.G.)
| | - Yumika Sato
- Environment and RemoTe Sensing Research (EARTH) Laboratory, Department of Physics, College of Science, De La Salle University Manila, 2401 Taft Avenue, Manila 0922, Philippines; (M.B.C.); (C.J.D.C.); (Y.S.); (O.R.); (M.C.G.)
| | - Glenn Oyong
- Molecular Science Unit Laboratory, Center for Natural Sciences and Ecological Research, De La Salle University, 2401 Taft Avenue, Manila 0922, Philippines;
| | - Ofelia Rempillo
- Environment and RemoTe Sensing Research (EARTH) Laboratory, Department of Physics, College of Science, De La Salle University Manila, 2401 Taft Avenue, Manila 0922, Philippines; (M.B.C.); (C.J.D.C.); (Y.S.); (O.R.); (M.C.G.)
| | - Maria Cecilia Galvez
- Environment and RemoTe Sensing Research (EARTH) Laboratory, Department of Physics, College of Science, De La Salle University Manila, 2401 Taft Avenue, Manila 0922, Philippines; (M.B.C.); (C.J.D.C.); (Y.S.); (O.R.); (M.C.G.)
| | - Edgar Vallar
- Environment and RemoTe Sensing Research (EARTH) Laboratory, Department of Physics, College of Science, De La Salle University Manila, 2401 Taft Avenue, Manila 0922, Philippines; (M.B.C.); (C.J.D.C.); (Y.S.); (O.R.); (M.C.G.)
- Correspondence:
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Soni R, Sharma D, Patel S, Sharma B, Bhatt TK. Structure-based binding between protein farnesyl transferase and PRL-PTP of malaria parasite: an interaction study of prenylation process in Plasmodium. J Biomol Struct Dyn 2016; 34:2667-2678. [PMID: 26727035 DOI: 10.1080/07391102.2015.1126533] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Protein prenylation is a post-translational modification critical for many cellular processes such as DNA replication, signaling, and trafficking. It is mediated by protein farnesyltransferase by recognizing 'CAAX' motif on protein substrate. Plasmodium falciparum also possesses many such proteins with 'CAAX' motif, involved in various pathways of the parasite. The interaction studies of PfPFT with its substrate were carried out using synthetic peptides but not with full protein. Therefore, in this study, we have modeled both PfPFT and its substrate protein tyrosine phosphatase (PfPRL-PTP) followed by interaction studies using protein-protein docking and molecular dynamics simulation. Our findings provided a clear picture of interactions at atomic level between prenyltransferase and its protein substrate. We are assured that this piece of information can be extended to many other proteins of parasite containing 'CAAX' motif and that it may also lead to the development of anti-malarials based on the inhibition of prenylation-dependent pathways of parasite..
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Affiliation(s)
- Rani Soni
- a Department of Biotechnology , Central University of Rajasthan , NH-8, Bandarsindri , Rajasthan 305801 , India
| | - Drista Sharma
- a Department of Biotechnology , Central University of Rajasthan , NH-8, Bandarsindri , Rajasthan 305801 , India
| | - Sachin Patel
- a Department of Biotechnology , Central University of Rajasthan , NH-8, Bandarsindri , Rajasthan 305801 , India
| | - Bhaskar Sharma
- a Department of Biotechnology , Central University of Rajasthan , NH-8, Bandarsindri , Rajasthan 305801 , India
| | - Tarun Kumar Bhatt
- a Department of Biotechnology , Central University of Rajasthan , NH-8, Bandarsindri , Rajasthan 305801 , India
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