BioGraphX-Sol: A Structure-Free, Fully Interpretable Protein Solubility Predictor Exceeds AlphaFold3-Based Methods and Reveals Nine Universal Cross-Species Determinants
BioGraphX-Sol is a structure-free, fully interpretable protein solubility predictor that leverages biophysically grounded sequence features to outperform AlphaFold3-based methods, identify nine universal cross-species solubility determinants, and demonstrate that explicit 3D structure prediction is unnecessary for high-accuracy solubility modeling.