In Silico Structure-Based Prediction of Receptor–Ligand Binding Affinity: Current Progress and Challenges

Author(s):  
Shailesh Kumar Panday ◽  
Indira Ghosh
Biochemistry ◽  
2014 ◽  
Vol 53 (18) ◽  
pp. 2993-3003 ◽  
Author(s):  
S. Brune ◽  
D. Schepmann ◽  
K.-H. Klempnauer ◽  
D. Marson ◽  
V. Dal Col ◽  
...  

2016 ◽  
Vol 2 (3) ◽  
pp. e1501240 ◽  
Author(s):  
Deliang Chen ◽  
Numan Oezguen ◽  
Petri Urvil ◽  
Colin Ferguson ◽  
Sara M. Dann ◽  
...  

Hydrogen (H)-bonds potentiate diverse cellular functions by facilitating molecular interactions. The mechanism and the extent to which H-bonds regulate molecular interactions are a largely unresolved problem in biology because the H-bonding process continuously competes with bulk water. This interference may significantly alter our understanding of molecular function, for example, in the elucidation of the origin of enzymatic catalytic power. We advance this concept by showing that H-bonds regulate molecular interactions via a hitherto unappreciated donor-acceptor pairing mechanism that minimizes competition with water. On the basis of theoretical and experimental correlations between H-bond pairings and their effects on ligand binding affinity, we demonstrate that H-bonds enhance receptor-ligand interactions when both the donor and acceptor have either significantly stronger or significantly weaker H-bonding capabilities than the hydrogen and oxygen atoms in water. By contrast, mixed strong-weak H-bond pairings decrease ligand binding affinity due to interference with bulk water, offering mechanistic insight into why indiscriminate strengthening of receptor-ligand H-bonds correlates poorly with experimental binding affinity. Further support for the H-bond pairing principle is provided by the discovery and optimization of lead compounds targeting dietary melamine andClostridium difficiletoxins, which are not realized by traditional drug design methods. Synergistic H-bond pairings have therefore evolved in the natural design of high-affinity binding and provide a new conceptual framework to evaluate the H-bonding process in biological systems. Our findings may also guide wider applications of competing H-bond pairings in lead compound design and in determining the origin of enzymatic catalytic power.


1997 ◽  
Vol 272 (31) ◽  
pp. 19601-19608 ◽  
Author(s):  
Atsushi Miyamoto ◽  
Ulrich Laufs ◽  
Cecilio Pardo ◽  
James K. Liao

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