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

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.

[1]  Xiankai Sun,et al.  Theranostic Small-Molecule Prodrug Conjugates for Targeted Delivery and Controlled Release of Toll-like Receptor 7 Agonists , 2022, International journal of molecular sciences.

[2]  F. V. Prudente,et al.  Intermolecular Forces: From Atoms and Molecules to Nanostructures , 2022, Molecules.

[3]  S. Singh,et al.  Envisaging the conformational space of proteins by coupling machine learning and molecular dynamics , 2022, Advances in Protein Molecular and Structural Biology Methods.

[4]  J. Vondráček,et al.  In vitro profiling of toxic effects of environmental polycyclic aromatic hydrocarbons on nuclear receptor signaling, disruption of endogenous metabolism and induction of cellular stress , 2021, Science of The Total Environment.

[5]  S. Karthikeyan,et al.  Insilico Molecular Docking Studies of Volatile Compounds Identified by GC-MS from Tagetes Species Against Mamestra brassicae (Linnaeus, 1758) , 2021, Nature Environment and Pollution Technology.

[6]  R. Raghunandan,et al.  Insilico Insight into the Association between Polycyclic Aromatic Hydrocarbons and Human Toll like Receptor in Progression of Esophageal Carcinogenesis , 2021, Polycyclic Aromatic Compounds.

[7]  J. Stanslas,et al.  Insights from molecular docking and molecular dynamics on the potential of vitexin as an antagonist candidate against lipopolysaccharide (LPS) for microglial activation in neuroinflammation , 2021, BMC Biotechnology.

[8]  Hema,et al.  Study of molecular interaction in a ternary liquid mixture of n-hexane, ethanol and benzene , 2021 .

[9]  F. White,et al.  Global Cancer Risk From Unregulated Polycyclic Aromatic Hydrocarbons , 2021, GeoHealth.

[10]  Naresh Kumar,et al.  Pulmonary Health Effects of Indoor Volatile Organic Compounds—A Meta-Analysis , 2021, International journal of environmental research and public health.

[11]  M. Rajagopalan,et al.  Biomolecular Talks—Part 2: Applications and Challenges of Molecular Docking Approaches , 2021 .

[12]  Sibani Sen Chakraborty,et al.  Computational Modeling of Protein Three-Dimensional Structure: Methods and Resources , 2021 .

[13]  C. Desai,et al.  Polycyclic Aromatic Hydrocarbons: Sources, Toxicity, and Remediation Approaches , 2020, Frontiers in Microbiology.

[14]  E. Benfenati,et al.  Homology Modeling of the Human P-glycoprotein (ABCB1) and Insights into Ligand Binding through Molecular Docking Studies , 2020, International journal of molecular sciences.

[15]  S. Mukherjee,et al.  In silico studies on the comparative characterization of the interactions of SARS‐CoV‐2 spike glycoprotein with ACE‐2 receptor homologs and human TLRs , 2020, Journal of medical virology.

[16]  M. Sahlan,et al.  Molecular docking analysis of podophyllotoxin derivatives in Sulawesi propolis as potent inhibitors of protein kinases , 2020 .

[17]  S. Shoukat,et al.  Potential anti-carcinogenic effect of probiotic and lactic acid bacteria in detoxification of benzo[a]pyrene: A review , 2020 .

[18]  Stephan M Levonis,et al.  Navigating the intricacies of molecular docking. , 2020, Future medicinal chemistry.

[19]  Yanjun Li,et al.  DeepAtom: A Framework for Protein-Ligand Binding Affinity Prediction , 2019, 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

[20]  S. Capone,et al.  In vitro profiling of endothelial volatile organic compounds under resting and pro-inflammatory conditions , 2019, Metabolomics.

[21]  S. Dey,et al.  Molecular Docking Studies of a Cyclic Octapeptide-Cyclosaplin from Sandalwood , 2019, Biomolecules.

[22]  Md Kamal Hossain,et al.  Metal based donepezil analogues designed to inhibit human acetylcholinesterase for Alzheimer’s disease , 2019, PloS one.

[23]  F. Azam,et al.  Zerumbone binding to estrogen receptors: an in-silico investigation , 2018, Journal of receptor and signal transduction research.

[24]  M. Huang,et al.  A prominent air pollutant, Indeno[1,2,3-cd]pyrene, enhances allergic lung inflammation via aryl hydrocarbon receptor , 2018, Scientific Reports.

[25]  S. Akhtar,et al.  Development of In Silico Protocols to Predict Structural Insights into the Metabolic Activation Pathways of Xenobiotics , 2017, Interdisciplinary Sciences: Computational Life Sciences.

[26]  K. Straif,et al.  Carcinogenicity of benzene. , 2017, The Lancet. Oncology.

[27]  A. Ellis,et al.  Safety and pharmacodynamics of intranasal GSK2245035, a TLR7 agonist for allergic rhinitis: A randomized trial , 2017, Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology.

[28]  K. Djinović-Carugo,et al.  Conformational plasticity and evolutionary analysis of the myotilin tandem Ig domains , 2017, Scientific Reports.

[29]  Abdulazeez T. Lawal Polycyclic aromatic hydrocarbons. A review , 2017 .

[30]  Saruchi,et al.  Sources, distribution, and health effect of carcinogenic polycyclic aromatic hydrocarbons (PAHs) – current knowledge and future directions , 2016 .

[31]  W. Tsai Toxic Volatile Organic Compounds (VOCs) in the Atmospheric Environment: Regulatory Aspects and Monitoring in Japan and Korea , 2016 .

[32]  Drista Sharma,et al.  Molecular modeling, in silico screening and molecular dynamics of PfPRL-PTP of P. falciparum for identification of potential anti-malarials , 2016, Journal of biomolecular structure & dynamics.

[33]  Yuan-Ling Xia,et al.  Insights into Protein–Ligand Interactions: Mechanisms, Models, and Methods , 2016, International journal of molecular sciences.

[34]  Suprabhat Mukherjee,et al.  TLR2 and TLR4 mediated host immune responses in major infectious diseases: a review , 2016, The Brazilian journal of infectious diseases : an official publication of the Brazilian Society of Infectious Diseases.

[35]  A. Bhattacharjee,et al.  Exploring the physicochemical profile and the binding patterns of selected novel anticancer Himalayan plant derived active compounds with macromolecular targets , 2016 .

[36]  Shuhua Shi,et al.  Probing Difference in Binding Modes of Inhibitors to MDMX by Molecular Dynamics Simulations and Different Free Energy Methods , 2015, PloS one.

[37]  D. J. Carlin,et al.  Polycyclic aromatic hydrocarbons: from metabolism to lung cancer. , 2015, Toxicological sciences : an official journal of the Society of Toxicology.

[38]  Qiulan Wang,et al.  Characterization of Solid Tumors Induced by Polycyclic Aromatic Hydrocarbons in Mice , 2015, Medical science monitor basic research.

[39]  Taro Kawai,et al.  Toll-Like Receptor Signaling Pathways , 2014, Front. Immunol..

[40]  Sumra Wajid Abbasi,et al.  Molecular docking studies for the identification of novel melatoninergic inhibitors for acetylserotonin-O-methyltransferase using different docking routines , 2013, Theoretical Biology and Medical Modelling.

[41]  Michael Maes,et al.  Role of the Toll Like Receptor (TLR) Radical Cycle in Chronic Inflammation: Possible Treatments Targeting the TLR4 Pathway , 2013, Molecular Neurobiology.

[42]  P. Kastritis,et al.  On the binding affinity of macromolecular interactions: daring to ask why proteins interact , 2013, Journal of The Royal Society Interface.

[43]  James S. Yan,et al.  New Drug Regulation and Approval in China , 2013 .

[44]  Sudip Kundu,et al.  Role of long- and short-range hydrophobic, hydrophilic and charged residues contact network in protein’s structural organization , 2012, BMC Bioinformatics.

[45]  Jong-Hyeon Jung,et al.  The Characteristics of the Appearance and Health Risks of Volatile Organic Compounds in Industrial (Pohang, Ulsan) and Non-Industrial (Gyeongju) Areas , 2012, Environmental health and toxicology.

[46]  R. Quentin Grafton,et al.  volatile organic compounds (VOCs) , 2012 .

[47]  Ashok Sharma,et al.  Structure prediction and functional characterization of secondary metabolite proteins of Ocimum , 2011, Bioinformation.

[48]  M. Muroi,et al.  A novel TLR4-binding peptide that inhibits LPS-induced activation of NF-kappaB and in vivo toxicity. , 2008, European journal of pharmacology.

[49]  W. Yeh,et al.  LPS/TLR4 signal transduction pathway. , 2008, Cytokine.

[50]  A. Butler Chapter 20 – Nervous System , 2000 .

[51]  J. A. Barter,et al.  An evaluation of the carcinogenic hazard of 1,4-dichlorobenzene based on internationally recognized criteria. , 1999, Regulatory toxicology and pharmacology : RTP.

[52]  D. Golenbock,et al.  Lipopolysaccharide antagonists. , 1992, Immunology today.

[53]  F K Ohnesorge,et al.  [Environmental toxicology]. , 1972, Das Offentliche Gesundheitswesen.