Key research themes
1. How do point mutations affect protein stability and folding dynamics at the structural and energetic levels?
This research area investigates the mechanistic impact of point mutations on protein thermodynamic stability, folding pathways, and conformational ensembles. It is crucial for understanding disease etiology, protein misfolding disorders, and guiding protein engineering. It combines experimental thermodynamic measurements, computational stability predictions, and dynamic structural analyses to elucidate how local and global changes in protein structure arise from single amino acid substitutions.
2. How can computational structural models and networks elucidate mutational effects on protein function and enable predictive tools for stability and binding free energy changes?
This theme focuses on the integration of computational methods including machine learning, molecular docking, amino acid network modeling, and energy landscape analysis to predict how single point mutations affect protein stability, binding affinities, and function. Emphasis is placed on the development and benchmarking of tools that leverage available experimental databases and structural data to enhance variant interpretation and guide therapeutic and protein engineering strategies.
3. Can synonymous and non-coding mutations indirectly influence protein structure, folding pathways, and enzyme function via changes in translation dynamics and allosteric effects?
This research area explores how nucleotide sequence variation not altering the encoded amino acid—particularly synonymous mutations—can modulate co-translational folding, post-translational conformational ensembles, and long-range allosteric communication within proteins. Such modifications may alter enzymatic activity and stability indirectly, challenging the traditional view that only amino acid changes impact protein function. Multiscale modeling combined with experimental validations reveal critical kinetic partitioning into distinct structural subpopulations influenced by translation speed and dynamic residue coupling.