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Updated: Mar 12, 2026

Mapping Dysfunctional Protein-Protein Interactions in Disease
Published on: October 24, 2025
What makes proteins work: exploring life in P-T-X
1Department of Chemistry, Georgetown University, Washington, DC 20057, USA.
Abstract:
Although considerable progress has been made in the molecular biophysics of proteins, it is still not possible to reliably design an enzyme for a given function. The current understanding of enzyme function is that both structure and flexibility are important. Much attention has been focused recently on protein folding and thus structure, spurred on by insights from the folding funnel concept. For experimental studies of protein folding, variations in temperature (T) and chemical composition (X) of the solution have been traditionally exploited, although more recent studies using variations in pressure (P) made possible through new instrumentation have led to a deeper understanding of the energy landscape of protein folding. Other work has shown that flexibility is also essential for enzymes, although it is still not clear what type is important. Another avenue has been to take advantage of 'Nature's laboratory' by exploring homologous proteins from organisms that live in extreme conditions, or 'extremophiles'. While the most studied extremophiles live at extremes of T and X, recent exploration of deep-sea environments has led to the discovery of organisms living under high P, or 'piezophiles'. An exploration of targeted enzymes from organisms with various P-T-X growth conditions coupled with advances in biophysical instrumentation and computer simulations that allow studies of these enzymes at different P-T-X conditions may lead to a better understanding of 'flexibility' and to general design criteria for active enzymes. Preface. Kamal Shukla's great contribution to science has been his vision that physical sciences could bring new insights to biological sciences, and that the marriage of methodologies, particularly theoretical/computational with experimental, was needed to tackle the complexities of biology. Furthermore, his openness to new methods and different ideas outside the current fad has helped make his vision a reality. In my remarks below, I have not tried to limit myself to projects that I know Kamal had sponsored, nor have I tried to highlight all that he has sponsored. Instead, everything I mention has been influenced directly or indirectly by his efforts. Perhaps the indirect influences are most telling, because they would not have happened without Kamal.
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