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By substituting Phe and Tyr in the active sites by O-methyl Tyr, Trp, and most importantly, mono, di and tri fluoro Phenylalanines, these workers found that there is a clear correlation between rates of cyclization and cation-pi interaction energies. The Trp and O-methyl Tyr cases introduced an unwanted variable- sterics, which disorganized the active site at higher temperature. That's why the use of the fluoro Phe s, to preserve VdW similarity. Fluoro benzene has a lower cation-pi stabilization energy than benzene, and it naturally becomes even lower with more fluorine substitution. In this case, more fluorination led to decreased activity. I am sure there are other factors are play, but from their analysis, the cation-pi energy definitely seems to be an important determinant. The pioneer of cation-pi interactions for structural biology is of course Dennis Dougherty.
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Ref: J. Am. Chem. Soc.; 2006; ASAP Web Release Date: 20-Sep-2006; (Article) DOI: 10.1021/ja063358p
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