Tryptophan participates in important life activities and is involved in various metabolic processes. The indole and aromatic binuclear ring structure in tryptophan can engage in diverse interactions, including π-π, π-alkyl, hydrogen bonding, cation-π, and CH-π interactions with other side chains and protein targets. These interactions offer extensive opportunities for drug development. In this letter, we have designed and synthesized a series of linear oligopeptides adorned with tryptophan residues and identified their potential targets through artificial intelligence-assisted technology and experimental verification. In vitro bioactivity assays revealed that the oligopeptides containing Gly-Pro-Trp residues exhibited promising antitumor activity by inducing autophagy and apoptosis. The PharmMapper pharmacophore mapping approach, molecular docking, and molecular dynamics simulations together identified poly(ADP-ribose) polymerase 1 (PARP1), an enzyme associated with chromatin regulation, as the potential target for the designed compounds. Experimental biolayer interferometry (BLI) and enzyme-linked immunosorbent assay (ELISA) have verified that the oligopeptides could bind with PARP1 and influence PARP1 expression levels. A quantitative structure-activity relationship has been established between the chemical structures of the prepared compounds and their IC50 values. In summary, the research presents a feasible approach for exploring oligopeptide-based antitumor agents.
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