Drug Discovery in Low Data Regimes: Leveraging a Computational Pipeline for the Discovery of Novel SARS-CoV-2 Nsp14-MTase Inhibitors.

The COVID-19 pandemic, caused by the SARS-CoV-2 virus, has led to significant global morbidity and mortality. A crucial viral protein, the non-structural protein 14 (nsp14), catalyzes the methylation of viral RNA and plays a critical role in viral genome replication and transcription. Due to the low mutation rate in the nsp region among various SARS-CoV-2 variants, nsp14 has emerged as a promising therapeutic target. However, discovering potential inhibitors remains a challenge. In this work, we introduce a computational pipeline for the rapid and efficient identification of potential nsp14 inhibitors by leveraging virtual screening and the NCI open compound collection, which contains 250,000 freely available molecules for researchers worldwide. The introduced pipeline provides a cost-effective and efficient approach for early-stage drug discovery by allowing researchers to evaluate promising molecules without incurring synthesis expenses. Our pipeline successfully identified seven promising candidates after experimentally validating only 40 compounds. Notably, we discovered NSC620333, a compound that exhibits a strong binding affinity to nsp14 with a dissociation constant of 427 ± 84 nM. In addition, we gained new insights into the structure and function of this protein through molecular dynamics simulations. We identified new conformational states of the protein and determined that residues Phe367, Tyr368, and Gln354 within the binding pocket serve as stabilizing residues for novel ligand interactions. We also found that metal coordination complexes are crucial for the overall function of the binding pocket. Lastly, we present the solved crystal structure of the nsp14-MTase complexed with SS148 (PDB:8BWU), a potent inhibitor of methyltransferase activity at the nanomolar level (IC50 value of 70 ± 6 nM). Our computational pipeline accurately predicted the binding pose of SS148, demonstrating its effectiveness and potential in accelerating drug discovery efforts against SARS-CoV-2 and other emerging viruses.

An MDM2 degrader for treatment of acute leukemias.

In acute myeloid leukemia (AML), p53 tumor suppressor activity can be reduced due to enhanced expression of MDM2 which promotes the degradation of p53. In TP53 wild-type malignancies, therapy with small molecule antagonists of MDM2 results in antileukemic activity. Current treatment strategies, however, have been limited by poor tolerability and incomplete clinical activity. We have developed a proteolysis-targeting chimera (PROTAC) MS3227 that targets MDM2 by recruiting the E3 ligase Von Hippel-Lindau, resulting in proteasome-dependent degradation of MDM2. In WT TP53 leukemia cell lines, MS3227 led to activation of p53 targets p21, PUMA, and MDM2 and resulted in cell-cycle arrest, apoptosis, and decreased viability. The catalytic PROTAC MS3227 led to more potent activation when compared to a stoichiometric inhibitor, in part by dampening the negative feedback mechanism in the p53 - MDM2 circuit. The effectiveness of MS3227 was also observed in primary patient specimens with selectivity towards leukemic blasts. The addition of MS3227 enhanced the activity of other anti-leukemic agents including azacytidine, cytarabine, and venetoclax. In particular, MS3227 treatment was shown to downregulate MCL-1, a known mediator of resistance to venetoclax. A PROTAC-based approach may provide a means of improving MDM2 inhibition to gain greater therapeutic potential in AML.

Epigenetics and beyond: targeting writers of protein lysine methylation to treat disease.

Protein lysine methylation is a crucial post-translational modification that regulates the functions of both histone and non-histone proteins. Deregulation of the enzymes or 'writers' of protein lysine methylation, lysine methyltransferases (KMTs), is implicated in the cause of many diseases, including cancer, mental health disorders and developmental disorders. Over the past decade, significant advances have been made in developing drugs to target KMTs that are involved in histone methylation and epigenetic regulation. The first of these inhibitors, tazemetostat, was recently approved for the treatment of epithelioid sarcoma and follicular lymphoma, and several more are in clinical and preclinical evaluation. Beyond chromatin, the many KMTs that regulate protein synthesis and other fundamental biological processes are emerging as promising new targets for drug development to treat diverse diseases.