New mathematical measures for apprehending complexity of chiral molecules using information entropy

Abstract

In this paper, we present several new theoretical measures based on information entropy that can be used to analyze the information content of a chiral molecule. Starting from a differentiation between “chiral” and “achiral” portions in a chiral molecule, we define a new concept that allows us to quantify the complexity of chiral constitutional 2D‐isomers of C10 to C20 alkanes. Various new chiral and achiral information measures founded on joint entropy, mutual information, and conditional entropy are presented providing an access to a set of regression equations. Then, introducing a case‐based measure of entropy, we demonstrate that the distribution of the chiral complexity in these molecules is mostly skewed‐right: 60% of the chiral isomers follow a 60/40 distribution rule, which indicates a concentration of chiral complexity in a small number of topological features. Furthermore, by replacing 2D topological distances by 3D distances, the application of these new information measures goes from conformational to racemization and deracemization studies. Interestingly, when the geometrical distances between atoms and the chiral center(s) are taken into account when determining the chiral information entropy, one can observe a significative Pearson correlation coefficient (R = 0.70) between the chiral entropy of 3D molecules and the continuous chirality measure. Finally, we show that our approach is applicable to almost any type of chiral organic chemical structures if in the entropy equation, atoms are represented by their electrotopological state (E‐state) index instead of connectivity.

Revolutions in Chemistry: Assessment of Six 20th Century Candidates (The Instrumental Revolution; Hückel Molecular Orbital Theory; Hückel’s 4n + 2 Rule; the Woodward–Hoffmann Rules; Quantum Chemistry; and Retrosynthetic Analysis)

“…The challenges resulting from complex target structures demand from users of retrosynthetic analysis a “very high level of creativity and invention,” not less. Chemists need greater skill and increased determination as target structures have become more and more complex. ,− …”

“…Chemists need greater skill and increased determination as target structures have become more and more complex. 237 , 250 − 256 …”