Insights from modeling the 3D structure of NAD(P)H-dependent d-xylose reductase of Pichia stipitis and its binding interactions with NAD and NADP

https://doi.org/10.1016/j.bbrc.2007.05.101Get rights and content

Abstract

NAD(P)H-dependent d-xylose reductase is a homodimeric oxidoreductase that belongs to the aldo–keto reductase superfamily. The enzyme has the special function to catalyze the first step in the assimilation of xylose into yeast metabolic pathways. Performing this function via reducing the open chain xylose to xylitol, the xylose reductase of Pichia stipitis is one of the most important enzymes that can be used to construct recombinant Saccharomyces cerevisiae strain for utilizing xylose and producing alcohol. To investigate into the interaction mechanism of the enzyme with its ligand NAD and NADP, the 3D structure was developed for the NAD(P)H-dependent d-xylose reductase from P. stipitis. With the 3D structure, the molecular docking operations were conducted to find the most stable bindings of the enzyme with NAD and NADP, respectively. Based on these results, the binding pockets of the enzyme for NAD and NADP have been explicitly defined. It has been found that the residues in forming the binding pockets for both NAD and NADP are almost the same and mainly hydrophilic. These findings may be used to guide mutagenesis studies, providing useful clues to modify the enzyme to improve the utilization of xylose for producing alcohol. Also, because human aldose reductases have the function to reduce the open chain form of glucose to sorbitol, a process physiologically significant for diabetic patients at the time that their blood glucose levels are elevated, the information gained through this study may also stimulate the development of new strategies for therapeutic treatment of diabetes.

Section snippets

Modeling the 3D structure of xylose reductase

To use the structural bioinformatics tools for deriving the 3D structure of XYLO (Accession No. P31867), the crystal structure of the xylose reductase AKR2B5 was chosen as a template. The rationale to do so is because the two proteins belong to the same superfamily. The crystal structure of AKR2B5 was first released in 2005 [13], with the PDB code 1YE4 and resolution 2.40 Å.

The sequence of the XYLO from P. stipitis contains 318 amino acids, while that of 1YE4 contains 322 amino acids. The

Molecular docking and MD simulations

Many useful clues for drug design can be gained through molecular docking studies (see e.g., [37], [38], [39], [42], [43], [44], [45], [46], [47], [48], [49], [50], [51], [52]). In this study, the molecular docking with the Metropolis algorithm [53], also known as Monte Carlo simulated annealing, was adopted to investigate the interactions between XYLO and NAD(P): the receptor is the 3D structure of XYLO as derived in the last section; the ligands are NAD and NADP whose structures are given in

Results and discussion

Shown in Fig. 3A and B are the close views focused on the binding sites of NAD and NADP. As we can see from the figures, the interactions of XYLO with both NAD and NADP are mainly from the hydrophilic residues (blue) while the enzyme’s hydrophobic residues (green) play a significant role in stabilizing the binding pockets.

According to [20], the binding pocket of a receptor for its ligand is defined by those residues that have at least one heavy atom (i.e., other than hydrogen) with a distance 5 

Conclusions

The binding pocket of XYLO from P. stipitis for NAD is formed by 16 residues, of which Glu223 and Phe236 have each contributed more than one hydrogen bond to hold NAD, and hence they are the strong hydrogen bonding interaction contributors. The binding pocket of the enzyme for NADP is also formed by the same 16 residues, of which, however, Lys21 and Phe236 are the strong hydrogen bonding contributor that have each formed two hydrogen bonds with the enzyme. The residues in forming the binding

Acknowledgments

This work was supported by the grants from the Tianjin Educational Commission, the Tianjin Commission of Sciences and Technology under the Contract No. 033801911 and 043185111-4. Additional supports were also from the special fund for intensive computation, Virtual Laboratory for Computational Chemistry of CNIC, and the Supercomputing Center of CNIC, Chinese Academy of Sciences.

References (60)

  • K.C. Chou et al.

    Prediction of the tertiary structure of a Caspase-9/inhibitor complex

    FEBS Lett.

    (2000)
  • C. Tarricone et al.

    Structure and regulation of the Cdk5-p25 (Nck5a) complex

    Mol. Cell

    (2001)
  • J.J. Chou et al.

    Solution structure of the RAIDD CARD and model for CARD/CARD interaction in caspase-2 and caspase-9 recruitment

    Cell

    (1998)
  • K.C. Chou et al.

    Prediction of the tertiary structure of the beta-secretase zymogen

    Biochem. Biophys. Res. Commun.

    (2002)
  • X.P. Shi et al.

    The pro domain of beta-secretase does not confer strict zymogen-like properties but does assist proper folding of the protease domain

    J. Biol. Chem.

    (2001)
  • S. Benjannet et al.

    Post-translational processing of beta-secretase–amyloid-converting enzyme) and its ectodomain shedding

    J. Biol. Chem.

    (2001)
  • K.C. Chou

    Modelling extracellular domains of GABA-A receptors: subtypes 1, 2, 3, and 5

    Biochem. Biophys. Res. Commun.

    (2004)
  • K.C. Chou

    Insights from modelling the 3D structure of the extracellular domain of alpha7 nicotinic acetylcholine receptor

    Biochem. Biophys. Res. Commun.

    (2004)
  • K.C. Chou

    Modeling the tertiary structure of human cathepsin-E

    Biochem. Biophys. Res. Commun.

    (2005)
  • D.Q. Wei et al.

    Insights from modeling the 3D structure of H5N1 influenza virus neuraminidase and its binding interactions with ligands

    Biochem. Biophys. Res. Commun.

    (2006)
  • J.F. Wang et al.

    3D structure modeling of cytochrome P450 2C19 and its implication for personalized drug design

    Biochem. Biophys. Res. Commun.

    (2007)
  • D.Q. Wei et al.

    Theoretical studies of Alzheimer’s disease drug candidate [(2,4-dimethoxy) benzylidene]-anabaseine dihydrochloride (GTS-21) and its derivatives

    Biochem. Biophys. Res. Commun.

    (2005)
  • K.C. Chou

    The convergence–divergence duality in lectin domains of the selectin family and its implications

    FEBS Lett.

    (1995)
  • K.C. Chou et al.

    Binding mechanism of coronavirus main proteinase with ligands and its implication to drug design against SARS

    Biochem. Biophys. Res. Commun.

    (2003)
  • Q.S. Du et al.

    Polyprotein cleavage mechanism of SARS CoV Mpro and chemical modification of octapeptide

    Peptides

    (2004)
  • Q.S. Du et al.

    Molecular modelling and chemical modification for finding peptide inhibitor against SARS CoV Mpro

    Anal. Biochem.

    (2005)
  • H. Wei et al.

    Molecular insights of SAH enzyme catalysis and their implication for inhibitor design

    J. Theor. Biol.

    (2007)
  • S.Q. Wang et al.

    Study of drug resistance of chicken influenza A virus (H5N1) from homology-modeled 3D structures of neuraminidases

    Biochem. Biophys. Res. Commun.

    (2007)
  • R. Battiti et al.

    Simulated annealing and tabu search in the long run: a comparison on qap tasks

    Computer Math. Appl.

    (1994)
  • J.M. Jez et al.

    Comparative anatomy of the aldo–keto reductase superfamily

    Biochem. J.

    (1997)
  • Cited by (72)

    • Strategies on simultaneous fermentation of pentose and hexose to bioethanol

      2021, Advances in 2nd Generation of Bioethanol Production
    • Exploring the structure and conformational landscape of human leptin. A molecular dynamics approach

      2015, Journal of Theoretical Biology
      Citation Excerpt :

      Molecular dynamics (MD) simulations are a powerful theoretical approach that can successfully complement and extend the experimental results and reproduce them with reasonable accuracy (Daggett, 2006; Day et al., 2010). Recently, MD simulations have been used to study the switch mechanism of human Rab5a (Wang, 2009), the inhibition mechanism of PTP1B (Wang et al., 2009a, 2009b, 2009c), the gating and inhibition mechanism of the M2 proton channel from influenza A viruses (Wang and Wei, 2009) based on the NMR structure (Schnell and Chou, 2008; Pielak et al., 2009), the personalized drug design (Wang et al., 2008a, 2008b, 2007a, 2007b), the enzyme-ligand binding interaction (Wang et al., 2008a, 2008b, 2007a, 2007b), the binding mechanism of H5N1 influenza virus neuraminidase with ligands (Gong et al., 2009), the metabolic mechanism (Wang et al., 2009a, 2009b, 2009c), and the binding mechanism of calmodulin with chrysin (Li et al., 2007). In this work, we obtained the full-length protein structures of the WT and W100E leptin constructs using the widely used protein-structure predictor I-TASSER, which combines threading alignments with ab initio procedures.

    • A comparative study of structural and conformational properties of casein kinase-1 isoforms: Insights from molecular dynamics and principal component analysis

      2015, Journal of Theoretical Biology
      Citation Excerpt :

      The Ramachandran plot for aCK1-M and eCK1-M revealed 100% amino acids distributed over allowed and partially allowed regions whereas that for dCK1-M showed 99.02% amino acids in allowed and partially allowed regions and 0.8% amino acids in disallowed region, shows the appreciable reliability of modeled structures; further, the Z-scores for aCK1-M (−6.06), dCK1-M (−6.19) and eCK1-M (−7.13) also shows ‘near nativeness’ of these structures (Suppl. Fig. 1(b)). Many marvelous biological functions in proteins and DNA and their profound dynamic mechanisms, such as switch between active and inactive states (Wang and Chou, 2009), cooperative effects (Chou, 1989), allosteric transition (Wang et al., 2009), intercalation of drugs into DNA (Chou and Mao, 1988), the inhibition mechanism of PTP1B (Wang et al., 2009), the gating and inhibition mechanism of the M2 proton channel from influenza A viruses (Du et al., 2009), and the enzyme–ligand binding interaction (Wang et al., 2007), can be revealed by studying their internal motions as elaborated in a comprehensive review (Chou, 1988) and summarized in a recent paper with the title of ‘Theoretical and Experimental Biology in One’ (Lin and Lapointe, 2013). However, the crystal structures present only single conformation under particular set of conditions.

    • Understanding the pH-dependent immobilization efficacy of feruloyl esterase-C on mesoporous silica and its structure-activity changes

      2013, Journal of Molecular Catalysis B: Enzymatic
      Citation Excerpt :

      Transesterification reactions were performed experimentally with FoFaeC immobilized on mesoporous SBA-15. Thereafter, homology modeling and simulations of molecular dynamics were applied to generate a model of FoFaeC, and to identify the location of the amino acid residues that are involved in the catalytic mechanism [19–22]. The protein surface properties of the modeled FoFaeC and SBA-15 were analyzed to shed light on the pH dependent immobilization process.

    View all citing articles on Scopus
    View full text