Automatic perception of organic molecules based on essential structural information.

Format conversion is very common in structure preparation in molecular modeling studies. Unfortunately, format conversion cannot always be executed precisely. We have developed an automatic method, called I-interpret (available on-line at http://www.sioc-ccbg.ac.cn/software/I-interpret/), for interpreting the chemical structure of a given organic molecule merely from its essential structural information, including element identities and three-dimensional coordinates of its component atoms. I-interpret uses standard geometrical parameters of organic molecules in atom/bond-type assignment. A series of elaborate considerations are arranged in a logical sequence for this purpose. I-interpret was tested on a set of 179 small organic molecules from the Protein Data Bank and a set of 1990 organic molecules from the NCI diversity set. On both sets, it achieved a success rate of over 95% in interpreting the correct chemical structures, outperforming other programs under our evaluation. I-interpret also provides users some optional functions, which makes it more flexible and powerful in practice. It may serve as a valuable tool for processing chemical structures in molecular modeling.