Molecular dynamics simulations and structural bioinformatics of bacterial integral alpha-helical membrane enzymes and their AlphaFold2-predicted water-soluble QTY analogues

The study of integral membrane proteins has long been challenging because of their poor solubility in aqueous environments. We previously used QTY code to enhance the hydrophilicity in alpha-helices, beta-barrels, and monoclonal antibodies by systematically pairwise replacing the hydrophobic amino acids L (leucine) to Q (glutamine), V(valine)/I(isoleucine) to T (threonine), and F (phenylalanine) to Y (tyrosine). The superposed AlphaFold2-predicted structures of alpha-helical transmembrane enzyme variants with >41% amino acid substitutions displayed remarkable similarity to native structures (RMSD 0.3Å-0.7 Å). We conducted molecular dynamics (MD) simulations, which revealed that, even in the absence of a lipid bilayer, the QTY-modified enzymes retained stable dynamics comparable to their membrane-bound forms. Root mean square fluctuation (RMSF) values remained below 2 Å across the transmembrane and core regions, and residue-wise root mean square deviation (RMSD) values were minimal (<3 Å), indicating that the structural integrity of the protein core was largely preserved. These results suggest that the QTY variants, designed for soluble environments, effectively mimic the stability and conformational rigidity of natural membrane-bound enzymes. Our findings show that the QTY code is a simple method for designing water-soluble membrane protein enzymes in different biological scenarios, and it may encourage further experiments to validate our structural bioinformatics research.

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Publication Details

Journal
Molecular Simulation
Published
2025-09-29
DOI
https://doi.org/10.1080/08927022.2025.2562932
Citations
4
Primary Topic
Diverse Scientific and Economic Studies
Type
article
Field-Weighted Citation Impact
12.52
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article

Molecular dynamics simulations and structural bioinformatics of bacterial integral alpha-helical membrane enzymes and their AlphaFold2-predicted water-soluble QTY analogues

4 citations
Molecular Simulation
Diverse Scientific and Economic Studies
12.52
article

Molecular dynamics simulations and structural bioinformatics of bacterial integral alpha-helical membrane enzymes and their AlphaFold2-predicted water-soluble QTY analogues

article en
4 citations

Abstract

The study of integral membrane proteins has long been challenging because of their poor solubility in aqueous environments. We previously used QTY code to enhance the hydrophilicity in alpha-helices, beta-barrels, and monoclonal antibodies by systematically pairwise replacing the hydrophobic amino acids L (leucine) to Q (glutamine), V(valine)/I(isoleucine) to T (threonine), and F (phenylalanine) to Y (tyrosine). The superposed AlphaFold2-predicted structures of alpha-helical transmembrane enzyme variants with >41% amino acid substitutions displayed remarkable similarity to native structures (RMSD 0.3Å-0.7 Å). We conducted molecular dynamics (MD) simulations, which revealed that, even in the absence of a lipid bilayer, the QTY-modified enzymes retained stable dynamics comparable to their membrane-bound forms. Root mean square fluctuation (RMSF) values remained below 2 Å across the transmembrane and core regions, and residue-wise root mean square deviation (RMSD) values were minimal (<3 Å), indicating that the structural integrity of the protein core was largely preserved. These results suggest that the QTY variants, designed for soluble environments, effectively mimic the stability and conformational rigidity of natural membrane-bound enzymes. Our findings show that the QTY code is a simple method for designing water-soluble membrane protein enzymes in different biological scenarios, and it may encourage further experiments to validate our structural bioinformatics research.

Molecular SimulationVol. 51(15)
Massachusetts Institute of Technology (US), Istanbul University (TR)
Clean water and sanitation
Openalex Percentile: Top 2%
Diverse Scientific and Economic Studies
12.52
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Molecular dynamics simulations and structural bioinformatics of bacterial integral alpha-helical membrane enzymes and their AlphaFold2-predicted water-soluble QTY analogues · Molecular Simulation (2025) | TGRS Research Map | TGRS