Xie, V. C. | bioRxiv Science

bioRxiv2026

PANCS-Inhibitors: A rapid method to directly select for protein-protein interaction inhibitors

Aberrant protein-protein interactions (PPIs) drive myriad diseases. Inhibiting these PPIs often relies on discovering molecules that bind to one of the proteins and hoping that this binding inhibits the PPI. Molecular binder discovery often takes months, but a discovery process that ensures that the resulting molecule not only binds a target protein, but selectively inhibits a target PPI, could dramatically accelerate these endeavors. Here, we develop Phage-Assisted Non-Continuous Selection of PPI Inhibitors (PANCS-Inhibitors): a rapid screening platform that directly selects for molecules capable of disrupting a pre-formed PPI. We demonstrate this new platform using three clinically relevant oncogenic PPIs: KRas-Raf, Mdm2-p53, and Myc-Max. PANCS-Inhibitors can be used to both improve known PPI inhibitors and for de novo discovery of mini-protein PPI inhibitors that function in mammalian cells. This platform has the potential to rapidly generate inhibitors for many clinically relevant PPIs, which can be used as starting points for therapeutic development.

synthetic biology↗

bioRxiv2020

Chance, contingency, and necessity in the experimental evolution of ancestral proteins

To understand why evolution produced the biological systems that exist today, we must know how important chance, contingency, and necessity were during history. Previous observations suggest that each of these modes of causality affects evolution in various settings, but their relative roles and interactions are not well characterized because they have never been systematically assessed in a single system or on a timescale relevant to evolutionary history. To this end, we reconstructed ancestral B-cell-lymphoma-2-family proteins and developed a continuous evolution method to select for defined protein-protein interaction specificities. By repeatedly evolving a series of ancestral proteins to acquire specificities that occurred during history, we show that contingency steadily overwhelms chance and erases necessity as the primary cause of sequence variation in proteins over long phylogenetic timescales. As a result, evolutionary trajectories launched from distant starting points are essentially unpredictable, even under strong and identical selection pressures. Genetic dissection of the outcomes shows that chance arises because numerous sets of mutations can alter specificity at any point in time, while contingency arises because historical substitutions change these sets. Patterns of variation in extant protein sequences are therefore largely the idiosyncratic product of a particular course of unpredictable historical events.

evolutionary biology↗