In silico homology modeling, docking and sequence analysis of some bacterial laccases to unravel enzymatic specificity towards lignin biodegradation

J Biomol Struct Dyn. 2023 Jul-Aug;41(12):5757-5775. doi: 10.1080/07391102.2022.2096117. Epub 2022 Jul 15.

Abstract

Laccase is a delignifying enzyme that belongs to the oxidoreductase family, and it has long been investigated as a pretreatment agent in biofuel production. In this study, amino acid sequences of five bacterial laccases from Bifidobacterium breve, Klebsiella pneumonia, Pseudodesulfovibrio hydrargyri, Pseudomonas aeruginosa and Veillonella rodentium have been retrieved from UniProtKB for sequence alignment, phylogenetic analysis using MEGA 7.0 and 3 D structure prediction by homology modeling in SWISS-MODEL. Multiple sequence alignment between all the bacterial laccase sequences revealed a similar structural fold, although the overall protein sequence varied greatly with the substrate binding sites. Further molecular docking in AutoDock Vina and MD stimulation (MDS) in GROMACS for those modelled enzymes were performed considering both apo and ligand bound structures considering both apo and its ligand bound form. Investigation of molecular interaction utilizing docking of five bacterial laccases with three substrates (ABTS, DMP and Guaiacol) revealed that ABTS with K. pneumoniae laccase had the highest binding energy of -7.00 kcal/mol. In the current MDS investigation, bacterial laccases demonstrated greater binding and substrate energy in the ligand bound complex than in the apo form for ABTS, DMP and Guaiacol. In most cases of bacterial laccase, MDS revealed that DMP bound complex was more stable within an average RMSD value lower than 0.5 nm throughout 100 ns time scale. Thus, in silico studies undertaken in this work will be useful in determining the stable enzyme-substrate complex which further might improve the enzymatic catalysis of bacterial laccases for lignin breakdown and biofuel generation.

Keywords: Laccase; apo protein; molecular docking; molecular dynamic stimulations; structure prediction.

MeSH terms

  • Bacteria / metabolism
  • Biofuels
  • Guaiacol
  • Laccase* / chemistry
  • Laccase* / genetics
  • Laccase* / metabolism
  • Ligands
  • Lignin* / chemistry
  • Lignin* / metabolism
  • Molecular Docking Simulation
  • Molecular Dynamics Simulation
  • Phylogeny
  • Sequence Analysis
  • Substrate Specificity

Substances

  • Lignin
  • Laccase
  • Ligands
  • 2,2'-azino-di-(3-ethylbenzothiazoline)-6-sulfonic acid
  • Biofuels
  • Guaiacol