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Effect of Mutations on Smlt1473 Binding to Various Substrates Using Molecular Dynamics Simulations
Kinjal Mondal1, Samantha Felton2, Bryan W Berger3
1Institute for Physical Science and Technology, Biophysics Program, University of Maryland, College Park, Maryland 20742, United States.
Abstract:
Smlt1473 is a polysaccharide lyase from Stenotrophomonas maltophilia whose crystal structure was solved recently by using X-ray crystallography. There was an effort to study the effect of mutations on the activity of Smlt1473 binding to various substrates like hyaluronic acid (HA), mannuronic acid (ManA), and alginate. In this study, we use molecular docking and molecular dynamics simulations to investigate the effect of binding of various substrates (HA and ManA) to Smlt1473 and two of its mutants H221F and R312L. We further studied the stability in the binding of Smlt1473 to its various substrates as well as the role of fluctuations. Machine learning-based clustering algorithms were used to group the entire simulation trajectory into various stable states. The molecular interactions of Smlt1473 with the substrates were calculated, and the importance of specific residues was tested with observed activity assays due to residue mutations. Overall, we find that R218 plays an important role in substrate binding and thus impacting the activity due to the H221F mutant and R/L312 itself plays an important role in the R312 mutation. In addition, we have also found three more residues─K56, R107, and R164─as important for substrate binding, which we further proceed to confirm using wet lab mutagenesis studies.
Insights
This study reveals key amino acid residues in Smlt1473, a polysaccharide lyase, crucial for binding substrates like hyaluronic acid. Mutations in these residues significantly impact enzyme activity, aiding in understanding enzyme function.
Area of Science:
- Biochemistry
- Structural Biology
- Enzymology
Background:
- Smlt1473 is a polysaccharide lyase from Stenotrophomonas maltophilia.
- Its crystal structure has been determined using X-ray crystallography.
- Understanding substrate binding and the impact of mutations is crucial for enzyme engineering.
Purpose of the Study:
- To investigate the binding of hyaluronic acid (HA) and mannuronic acid (ManA) to Smlt1473 and its mutants (H221F, R312L).
- To analyze the stability and dynamics of substrate binding using computational methods.
- To identify key residues involved in substrate recognition and activity.
Main Methods:
- Molecular docking and molecular dynamics simulations were employed.
- Machine learning-based clustering algorithms analyzed simulation trajectories.
- Molecular interactions were calculated, and wet lab mutagenesis studies confirmed residue importance.
Main Results:
- Residue R218 is critical for substrate binding and activity, particularly in the H221F mutant.
- Residue R312 (and its mutation to L312) plays a significant role in binding.
- Residues K56, R107, and R164 were identified as important for substrate binding.
Conclusions:
- Specific residues, including R218, R312, K56, R107, and R164, are vital for Smlt1473's substrate binding and activity.
- Computational simulations combined with experimental validation provide insights into enzyme-substrate interactions.
- This research aids in understanding and potentially engineering polysaccharide lyase function.
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