Abstract
Endonuclease III (EndoIII), a key enzyme in the base excision repair (BER) pathway, contains a [4Fe4S] cluster that facilitates DNA repair through DNA-mediated charge transfer. Recent findings indicate that the redox state of this cluster influences EndoIII's binding affinity for DNA, modulating the enzyme's activity. In this study, we investigated the structural and electronic changes of the [4Fe4S] cluster upon binding to double-stranded DNA (dsDNA) using Fourier transform infrared spectroscopy, density functional theory calculations, and machine learning models. Our results reveal shifts in Fe-S bond vibrational modes, suggesting stabilization of the oxidized [4Fe4S] cluster in proximity to negatively charged DNA. A machine learning model, trained on the spectral features of the EndoIII/DNA complex, predicted the enzyme-DNA binding distance, providing further insights into the structural changes upon binding. We correlated the electrochemical stabilization potential of 150 mV in the [4Fe4S] cluster with the enzyme's DNA-binding properties, demonstrating how the cluster's redox state plays a crucial role in both structural stability and DNA repair.