Adriano Defini Andricopulo

The paper introduces a semantic-aware graph neural network framework for drug discovery, identifying LC-61 as a potent antileishmanial compound with nanomolar activity.

In validated multicenter replications, 20 to 44% of 45 published Brazilian MTT, RT-PCR and elevated plus maze experiments replicated, depending on criterion; replication effects were usually smaller.