Abstract The introduction of AlphaFold 2 1 has spurred a revolution in modelling the structure of proteins and their interactions, enabling a huge range of applications in protein modelling and design 2–6 . Here we describe our AlphaFold 3 model with a substantially updated diffusion-based architecture that is capable of predicting the joint structure of complexes including proteins, nucleic acids, small molecules, ions and modified residues. The new AlphaFold model demonstrates substantially improved accuracy over many previous specialized tools: far greater accuracy for protein–ligand interactions compared with state-of-the-art docking tools, much higher accuracy for protein–nucleic acid interactions compared with nucleic-acid-specific predictors and substantially higher antibody–antigen prediction accuracy compared with AlphaFold-Multimer v.2.3 7,8 . Together, these results show that high-accuracy modelling across biomolecular space is possible within a single unified deep-learning framework.
T4 DNA ligase is an Mg2+-dependent and ATP-dependent enzyme that seals DNA nicks in three steps: it covalently binds AMP, transadenylates the nick phosphate, and catalyses formation of the phosphodiester bond releasing AMP. In this kinetic study, we further detail the reaction mechanism, showing that the overall ligation reaction is a superimposition of two parallel processes: a 'processive' ligation, in which the enzyme transadenylates and seals the nick without dissociating from dsDNA, and a 'nonprocessive' ligation, in which the enzyme takes part in the abortive adenylation cycle (covalent binding of AMP, transadenylation of the nick, and dissociation). At low concentrations of ATP (<10 microM) and when the DNA nick is sealed with mismatching base pairs (e.g. five adjacent), this superimposition resolves into two kinetic phases, a burst ligation (approximately 0.2 min(-1)) and a subsequent slow ligation (approximately 2x10(-3) min(-1)). The relative rate and extent of each phase depend on the concentrations of ATP and Mg2+. The activation energies of self-adenylation (16.2 kcal.mol(-1)), transadenylation of the nick (0.9 kcal.mol(-1)), and nick-sealing (16.3-18.8 kcal.mol(-1)) were determined for several DNA substrates. The low activation energy of transadenylation implies that the transfer of AMP to the terminal DNA phosphate is a spontaneous reaction, and that the T4 DNA ligase-AMP complex is a high-energy intermediate. To summarize current findings in the DNA ligation field, we delineate a kinetic mechanism of T4 DNA ligase catalysis.
The pre-steady state reaction kinetics of the reduction of molecular oxygen catalyzed by fully reduced cytochrome oxidase from Escherichia coli and Paracoccus denitrificans were studied using the newly developed microsecond freeze-hyperquenching mixing-and-sampling technique. Reaction samples are prepared 60 and 200 micros after direct mixing of dioxygen with enzyme. Analysis of the reaction samples by low temperature UV-Vis spectroscopy indicates that both enzymes are trapped in the PM state. EPR spectroscopy revealed the formation of a mixture of two radicals in both enzymes. Based on its apparent g-value and lineshape, one of these radicals is assigned to a weakly magnetically coupled oxo-ferryl tryptophan cation radical. Implications for the catalytic mechanism of cytochrome oxidases are discussed.