Proteolysis targeting chimeras (PROTACs) are heterobifunctional
ligands that mediate the interaction between a protein target and
an E3 ligase, resulting in a ternary complex, whose interaction with
the ubiquitination machinery leads to target degradation. This technology
is emerging as an exciting new avenue for therapeutic development,
with several PROTACs currently undergoing clinical trials targeting
cancer. Here, we describe a general and computationally efficient
methodology combining restraint-based docking, energy-based rescoring,
and a filter based on the minimal solvent-accessible surface distance
to produce PROTAC-compatible PPIs suitable for when there is no a priori known PROTAC ligand. In a benchmark employing a
manually curated data set of 13 ternary complex crystals, we achieved
an accuracy of 92% when starting from bound structures and 77% when
starting from unbound structures, respectively. Our method only requires
that the ligand-bound structures of the monomeric forms of the E3
ligase and target proteins be given to run, making it general, accurate,
and highly efficient, with the ability to impact early-stage PROTAC-based
drug design campaigns where no structural information about the ternary
complex structure is available.