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Physicochemical stability study of protein–benzoic acid complexes using molecular dynamics simulations

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Abstract

Carboxyl-modified substrates are the most common chemical moieties that are frequently used as protein defibrillators. We studied the stability of protein–benzoic acid complexes with bovine serum albumin (BSA), zein and lysozyme proteins using various computational methods. Structural model for zein was built using homology modelling technique and molecular docking was used to prepare complex structures of all three proteins with benzoic acid. Molecular dynamics calculations performed on these complex structures provided a strong support for the stability of protein–benzoic acid complexes. The results from various analyses including root-mean-square deviation (RMSD) and radius of gyration showed the stability and compactness of all proteins–benzoic acid complexes. Moreover, exploration of structural fluctuations in proteins revealed the stability of active site residues. Two potential binding modes of benzoic acid with all three proteins were identified via cluster analysis. The binding mode which was retrieved from top cluster containing 86–91% of total conformations displayed very strong binding interactions for zein, BSA and lysozyme proteins. In addition, the results of binding mode showed that various interactions, including hydrogen binding, hydrophobic and electrostatic interactions were important for the optimal binding of benzoic acid with the active sites of proteins. Exploration of solvent accessible surface area showed that lysozyme-binding cavity was more exposed to the surface as compared to the other two proteins. Free energy analysis of all protein systems showed the stability of protein–benzoic acid complexes with lysozyme and BSA relatively more stable than zein system. The results of our study provided important insights to the dynamic and structural information about protein–benzoic acid interactions with BSA, zein and lysozyme proteins. This work is important in enhancing the stability of therapeutic protein drugs loaded on carboxyl substrates.

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References

  • Abdelhameed AS, Alanazi AM, Bakheit AH et al (2017) Fluorescence spectroscopic and molecular docking studies of the binding interaction between the new anaplastic lymphoma kinase inhibitor crizotinib and bovine serum albumin. Spectrochim Acta A 171:174–182

    CAS  Google Scholar 

  • Abraham MJ, Spoel D, Lindahl E et al (2019) GROMACS User Manual version 2019.4, https://www.gromacs.org

  • Ahmady I, Hameed MK, Almehdi AM et al (2019) Green and cytocompatible carboxyl modified gold–lysozyme nanoantibacterial for combating multidrug-resistant superbugs. Biomater Sci 7:5016–5026

    CAS  PubMed  Google Scholar 

  • Alam P, Beg AZ, Siddiqi MK et al (2017) Ascorbic acid inhibits human insulin aggregation and protects against amyloid induced cytotoxicity. Arch Biochem Biophys 621:54–62

    CAS  PubMed  Google Scholar 

  • AlBab ND, Hameed MK, Maresova A et al (2019) Inhibition of amyloid fibrillation, enzymatic degradation and cytotoxicity of insulin at carboxyl tailored gold–aryl nanoparticles surface. Colloids Surf A Physicochem Eng Asp 586:124279

    Google Scholar 

  • Arooj M, Kim S, Sakkiah S et al (2013) Molecular modeling study for inhibition mechanism of human chymase and its application in inhibitor design. PLoS ONE 8:4

    Google Scholar 

  • Bornot A, Etchebest C, Brevern AGD (2010) Predicting protein flexibility through the prediction of local structures. Proteins Struct Funct Bioinf 79:839–852

    Google Scholar 

  • Bujacz A (2012) Structures of bovine, equine and leporine serum albumin. Acta Crystallogr Sect D Biol Crystallogr 68:1278–1289

    CAS  Google Scholar 

  • Chen S, Han Y, Wang Y et al (2019) Zein–hyaluronic acid binary complex as a delivery vehicle of quercetagetin: fabrication, structural characterization, physicochemical stability and in vitro release property. Food Chem 276:322–332

    CAS  PubMed  Google Scholar 

  • Cheng CJ, Jones OG (2017) Stabilizing zein nanoparticle dispersions with i-carrageenan. Food Hydrocoll 69:2835

    Google Scholar 

  • Dreaden EC, Alkilany AM, Huang X et al (2012) The golden age: gold nanoparticles for biomedicine. Chem Soc Rev 41:2740–2779

    CAS  PubMed  Google Scholar 

  • Gu Z, Zhu X, Ni S et al (2004) Conformational changes of lysozyme refolding intermediates and implications for aggregation and renaturation. Int J Biochem Cell Biol 36:795–805

    CAS  PubMed  Google Scholar 

  • Guarino C, Fuselli F, Mantia AL (2011) Development of an RP-HPLC method for the simultaneous determination of benzoic acid, sorbic acid, natamycin and lysozyme in hard and pasta filata cheeses. Food Chem 127:1294–1299

    CAS  PubMed  Google Scholar 

  • Hameed MK, Ahmady IM, Alawadhi H et al (2018) Gold–carbon nanoparticles mediated delivery of BSA: remarkable robustness and hemocompatibility. Colloids Surf A Physicochem Eng Asp 558:351–358

    CAS  Google Scholar 

  • Harb LH, Arooj M, Vrielink A et al (2017) Computational site-directed mutagenesis studies of the role of the hydrophobic triad on substrate binding in cholesterol oxidase. Proteins Struct Funct Bioinf 85:1645–1655

    CAS  Google Scholar 

  • Hierrezuelo J, Ruiz CC (2015) Exploring the affinity binding of alkylmaltoside surfactants to bovine serum albumin and their effect on the protein stability: a spectroscopic approach. Mater Sci Eng C 53:156–165

    CAS  Google Scholar 

  • Jayamani J, Shanmugam G (2014) Gallic acid, one of the components in many plant tissues, is a potential inhibitor for insulin amyloid fibril formation. Eur J Med Chem 85:352–358

    CAS  PubMed  Google Scholar 

  • Ji B, Liu S, He X et al (2020) Prediction of the binding affinities and selectivity for CB1 and CB2 ligands using homology modeling, molecular docking, molecular dynamics simulations, and MM-PBSA binding free energy calculations. ACS Chem Neurosci 11:1139–1158

    CAS  PubMed  Google Scholar 

  • Källberg M, Wang H, Wang S et al (2012) Template-based protein structure modeling using the RaptorX Web Server. Nat Protoc 7:1511–1522

    PubMed  PubMed Central  Google Scholar 

  • Kaushik JK, Bhata R (1999) Mechanistic analysis of the increase in the thermal stability of proteins in aqueous carboxylic acid salt solutions. Protein Sci 8:222–233

    CAS  PubMed  PubMed Central  Google Scholar 

  • Kelley LA, Mezulis S, Yates CM et al (2015) The Phyre2 Web Portal for protein modeling, prediction and analysis. Nat Protoc 10:845–858

    CAS  PubMed  PubMed Central  Google Scholar 

  • Khaibrakhmanova D, Nikiforova A, Sedov I (2020) Binding constants of substituted benzoic acids with bovine serum albumin. Pharmaceuticals 13:30

    CAS  PubMed Central  Google Scholar 

  • Laskowski RA, Macarthur MW, Moss DS et al (1993) PROCHECK: a Program to check the stereochemical quality of protein structures. J Appl Cryst 26:283–291

    CAS  Google Scholar 

  • Liang J, Woodward C, Edelsbrunner H (1998) Anatomy of protein pockets and cavities: measurement of binding site geometry and implications for ligand design. Protein Sci 7:1884–1897

    CAS  PubMed  PubMed Central  Google Scholar 

  • Liu J, He Y, Liu D et al (2018) Characterizing the binding interaction of astilbin with bovine serum albumin: a spectroscopic study in combination with molecular docking technology. RSC Adv 8:7280–7286

    CAS  Google Scholar 

  • Morris GM, Huey R, Lindstrom W et al (2009) AutoDock4 And AutoDockTools4: automated docking with selective receptor flexibility. J Comp Chem 30:2785–2791

    CAS  Google Scholar 

  • Narang SS, Goyal D, Goyal B (2019) Molecular insights into the inhibitory mechanism of bi-functional bis-tryptoline triazole against β-secretase (BACE1) enzyme. Amino Acids 51:1593–1607

    CAS  PubMed  Google Scholar 

  • Panicker S, Ahmady IM, Almehdi AM et al (2019) Gold-aryl nanoparticles coated with polyelectrolytes for adsorption and protection of DNA against nuclease degradation. Appl Organometal Chem 33:e4803

    Google Scholar 

  • Panicker S, Ahmady I, Han C et al (2020) On demand release of ionic silver from gold–silver alloy nanoparticles: fundamental antibacterial mechanisms study. Mater Today Chem 15:100237

    Google Scholar 

  • Pushkaran AC, Nataraj N, Nair N et al (2015) Understanding the structure–function relationship of lysozyme resistance in staphylococcus aureus by peptidoglycan O-acetylation using molecular docking, dynamics, and lysis assay. J Chem Inf Model 55:760–770

    CAS  PubMed  Google Scholar 

  • Rohman MA, Saha K, Mitra S (2019) Fluorescence modulation of excited state intramolecular proton transfer (ESIPT) probe 3-formyl-4-hydroxy benzoic acid encapsulated in the protein binding domain of serum albumins: a combined spectroscopic and molecular docking study. J Biomol Struct Dyn 37:4737–4746

    CAS  PubMed  Google Scholar 

  • Saha B, Chowdhury S, Sanyal D et al (2018) Comparative study of toluidine blue O and methylene blue binding to lysozyme and their inhibitory effects on protein aggregation. ACS Omega 3:2588–2601

    CAS  PubMed  PubMed Central  Google Scholar 

  • Selling G, Sessa DJ (2007) Multivalent carboxylic acids to modify the properties of zein. Ind Crops Prod 25:63–69

    CAS  Google Scholar 

  • Van DSD, Lindahl E, Hess B et al (2005) GROMACS: fast, flexible, and free. J Comp Chem 26:1701–1718

    Google Scholar 

  • Wiederstein M, Sippl MJ (2007) ProSA-Web: Interactive Web service for the recognition of errors in three-dimensional structures of proteins. Nucleic Acids Res 35 (Web Server)

  • Wu Y, Ali M, Chen K et al (2019) Gold nanoparticles in biological optical imaging. Nano Today 24:120–140

    CAS  Google Scholar 

  • Yang J, Yan R, Roy A et al (2014) The I-TASSER Suite: protein structure and function prediction. Nat Methods 12:7–8

    Google Scholar 

  • Yin T, Qin M, Shen W (2014) Physicochemical investigations on the interactions between gemini/single-chain cationic surfactants and bovine serum albumin. Colloids Surf A 461:22–29

    CAS  Google Scholar 

  • Yuan S, Zhang Y, Liu J et al (2019) Zhang, H. Structure–affinity relationship of the binding of phenolic acids and their derivatives to bovine serum albumin. Food Chem 278:77–83

    CAS  PubMed  Google Scholar 

  • Zaman M, Safdari HA, Khan AN et al (2019) Interaction of anticancer drug pinostrobin with Lysozyme: a Biophysical and Molecular Docking Approach. J Biomol Struct Dyn 37:4338–4344

    CAS  PubMed  Google Scholar 

  • Zhang Y, Wu S, Qin Y et al (2018) Interaction of phenolic acids and their derivatives with human serum albumin: structure–activity relationships and effects on antioxidant activity. Food Chem 240:1072–1080

    CAS  PubMed  Google Scholar 

  • Zheng Q, Lazo ND (2018) Mechanistic Studies of the inhibition of insulin fibril formation by rosmarinic acid. J Phys Chem B 122:2323–2331

    CAS  PubMed  Google Scholar 

  • Zhou M, Ji M (2019) Molecular docking and 3D-QSAR on 2-(oxalylamino) benzoic acid and its analogues as protein tyrosine phosphatase 1B inhibitors. Bioorg Med Chem Lett 15:5521–5525

    Google Scholar 

Download references

Acknowledgements

MA acknowledges SEED research Grant (1902144083) from the University of Sharjah. AAM acknowledges the University of Sharjah support of competitive grants (160-2142-029-P and 150-2142-017-P), Organometallic Research Group Grant (RISE-046-2016) and Functionalized Nanomaterials Synthesis Lab Grant (151-0039). The authors acknowledge the use of the HPC Facility at the University of Sharjah for part of the work reported in this paper.

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Correspondence to Ahmed A. Mohamed.

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Arooj, M., Shehadi, I., Nassab, C.N. et al. Physicochemical stability study of protein–benzoic acid complexes using molecular dynamics simulations. Amino Acids 52, 1353–1362 (2020). https://doi.org/10.1007/s00726-020-02897-2

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