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  • Title: Quantitative Structure-Fluorescence Property Relationship Analysis of a Large BODIPY Library.
    Author: Schüller A, Goh GB, Kim H, Lee JS, Chang YT.
    Journal: Mol Inform; 2010 Oct 11; 29(10):717-29. PubMed ID: 27464015.
    Abstract:
    A quantitative structure-fluorescence property relationship (QSPR) analysis of a large 288-membered library based on a single fluorescent BODIPY scaffold is presented for the first time. BODIPY is a versatile fluorescent scaffold with outstanding photophysical properties. Absorption (λabs ) and fluorescence emission (λem ) wavelength maxima were modeled with help of stepwise multiple linear regression (MLR) and support vector regression (SVR). The models were rigorously validated by 10-times 10-fold cross-validation (CV), y-scrambling CV and with an external validation set. Non-linear SVR models (R(2) =0.92 and Q(2) =0.71 for λabs ; R(2) =0.89 and Q(2) =0.69 for λem ) performed significantly better than linear models. A small root mean squared error (RMSE) of 5.62 nm and 11.07 nm was achieved for λabs and λem , respectively, and confirmed by external validation. A novel intramolecular charge transfer descriptor was developed based on the QSPR analysis and its inclusion in the modeling significantly improved models of λem . We conclude that QSPR is a useful tool for modeling λabs and λem of BODIPY fluorophores and suggest QSPR as an ideal partner for the design of compounds with tailored fluorescence properties in a diversity-oriented fluorescence library approach (DOFLA).
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