Quantitative structure-activity relationship models for predicting singlet oxygen reaction rate constants of dissociating organic compounds

As singlet oxygen (1O2) is ubiquitous in the environment, 1O2-involved oxidation may play an important role in the transformation and fate of organic pollutants. Accordingly, the reaction rate constants (k1O2) of organic compounds with 1O2 are important to determine the environmental fate and persistence assessment of organic pollutants. However, currently there are limited k1O2 data available, especially for organic chemicals with different charged (deprotonated/protonated) forms. Herein three quantitative structure-activity relationship (QSAR) models (one comprehensive model and two models for neutral and deprotonated molecules) were created for predicting aqueous k1O2 values for diversely dissociating molecules. The models include larger datasets (180 chemicals) and have wider applicability domain than previous ones. Molecular structural characteristics (only half-wave potential is present in both models) determining the 1O2 reaction rate of neutral and deprotonated molecules vary greatly. The comparison results of predicting k1O2 values of organic compounds at certain pH conditions show that the combination of the QSAR models for neutral and deprotonated molecules has advantages over the comprehensive QSAR model. This work is the first study to predict k1O2 for a wide variety of neutral and deprotonated molecules and provides an important tool for assessing the fate of organic pollutants in aquatic environments. [Display omitted] •We developed QSAR models to predict k1O2 of dissociating organic compounds.•Half-wave potential is an important descriptor governing the reactivity with 1O2.•The neutral and deprotonated models have advantages over the comprehensive model.•Our models cover more structurally diverse chemicals than existing models.