Author Correction: Prioritizing multiple therapeutic targets in parallel using automated DNA-encoded library screening.

This corrects the article DOI: 10.1038/ncomms16081.

A High-Throughput Dose-Response Cellular Thermal Shift Assay for Rapid Screening of Drug Target Engagement in Living Cells, Exemplified Using SMYD3 and IDO1.

A persistent problem in early small-molecule drug discovery is the frequent lack of rank-order correlation between biochemical potencies derived from initial screens using purified proteins and the diminished potency and efficacy observed in subsequent disease-relevant cellular phenotypic assays. The introduction of the cellular thermal shift assay (CETSA) has bridged this gap by enabling assessment of drug target engagement directly in live cells based on ligand-induced changes in protein thermal stability. Initial success in applying CETSA across multiple drug target classes motivated our investigation into replacing the low-throughput, manually intensive Western blot readout with a quantitative, automated higher-throughput assay that would provide sufficient capacity to use CETSA as a primary hit qualification strategy. We introduce a high-throughput dose-response cellular thermal shift assay (HTDR-CETSA), a single-pot homogenous assay adapted for high-density microtiter plate format. The assay features titratable BacMam expression of full-length target proteins fused to the DiscoverX 42 amino acid ePL tag in HeLa suspension cells, facilitating enzyme fragment complementation-based chemiluminescent quantification of ligand-stabilized soluble protein. This simplified format can accommodate determination of full-dose CETSA curves for hundreds of individual compounds/analyst/day in replicates. HTDR-CETSA data generated for substrate site and alternate binding mode inhibitors of the histone-lysine N-methyltransferase SMYD3 in HeLa suspension cells demonstrate excellent correlation with rank-order potencies observed in cellular mechanistic assays and direct translation to target engagement of endogenous Smyd3 in cancer-relevant cell lines. We envision this workflow to be generically applicable to HTDR-CETSA screening spanning a wide variety of soluble intracellular protein target classes.

Prioritizing multiple therapeutic targets in parallel using automated DNA-encoded library screening.

The identification and prioritization of chemically tractable therapeutic targets is a significant challenge in the discovery of new medicines. We have developed a novel method that rapidly screens multiple proteins in parallel using DNA-encoded library technology (ELT). Initial efforts were focused on the efficient discovery of antibacterial leads against 119 targets from Acinetobacter baumannii and Staphylococcus aureus. The success of this effort led to the hypothesis that the relative number of ELT binders alone could be used to assess the ligandability of large sets of proteins. This concept was further explored by screening 42 targets from Mycobacterium tuberculosis. Active chemical series for six targets from our initial effort as well as three chemotypes for DHFR from M. tuberculosis are reported. The findings demonstrate that parallel ELT selections can be used to assess ligandability and highlight opportunities for successful lead and tool discovery.

Crystallographic structure of a small molecule SIRT1 activator-enzyme complex.

SIRT1, the founding member of the mammalian family of seven NAD(+)-dependent sirtuins, is composed of 747 amino acids forming a catalytic domain and extended N- and C-terminal regions. We report the design and characterization of an engineered human SIRT1 construct (mini-hSIRT1) containing the minimal structural elements required for lysine deacetylation and catalytic activation by small molecule sirtuin-activating compounds (STACs). Using this construct, we solved the crystal structure of a mini-hSIRT1-STAC complex, which revealed the STAC-binding site within the N-terminal domain of hSIRT1. Together with hydrogen-deuterium exchange mass spectrometry (HDX-MS) and site-directed mutagenesis using full-length hSIRT1, these data establish a specific STAC-binding site and identify key intermolecular interactions with hSIRT1. The determination of the interface governing the binding of STACs with human SIRT1 facilitates greater understanding of STAC activation of this enzyme, which holds significant promise as a therapeutic target for multiple human diseases.

Evidence for a common mechanism of SIRT1 regulation by allosteric activators.

A molecule that treats multiple age-related diseases would have a major impact on global health and economics. The SIRT1 deacetylase has drawn attention in this regard as a target for drug design. Yet controversy exists around the mechanism of sirtuin-activating compounds (STACs). We found that specific hydrophobic motifs found in SIRT1 substrates such as PGC-1α and FOXO3a facilitate SIRT1 activation by STACs. A single amino acid in SIRT1, Glu(230), located in a structured N-terminal domain, was critical for activation by all previously reported STAC scaffolds and a new class of chemically distinct activators. In primary cells reconstituted with activation-defective SIRT1, the metabolic effects of STACs were blocked. Thus, SIRT1 can be directly activated through an allosteric mechanism common to chemically diverse STACs.

Structures of human DPP7 reveal the molecular basis of specific inhibition and the architectural diversity of proline-specific peptidases.

Proline-specific dipeptidyl peptidases (DPPs) are emerging targets for drug development. DPP4 inhibitors are approved in many countries, and other dipeptidyl peptidases are often referred to as DPP4 activity- and/or structure-homologues (DASH). Members of the DASH family have overlapping substrate specificities, and, even though they share low sequence identity, therapeutic or clinical cross-reactivity is a concern. Here, we report the structure of human DPP7 and its complex with a selective inhibitor Dab-Pip (L-2,4-diaminobutyryl-piperidinamide) and compare it with that of DPP4. Both enzymes share a common catalytic domain (α/ß-hydrolase). The catalytic pocket is located in the interior of DPP7, deep inside the cleft between the two domains. Substrates might access the active site via a narrow tunnel. The DPP7 catalytic triad is completely conserved and comprises Ser162, Asp418 and His443 (corresponding to Ser630, Asp708 and His740 in DPP4), while other residues lining the catalytic pockets differ considerably. The "specificity domains" are structurally also completely different exhibiting a ß-propeller fold in DPP4 compared to a rare, completely helical fold in DPP7. Comparing the structures of DPP7 and DPP4 allows the design of specific inhibitors and thus the development of less cross-reactive drugs. Furthermore, the reported DPP7 structures shed some light onto the evolutionary relationship of prolyl-specific peptidases through the analysis of the architectural organization of their domains.

Methyltransferases prefer monomer over core-trimmed nucleosomes as in vitro substrates.

Epigenetics is an area of increasing interest for drug discovery, driving the need for assays that use nucleosome substrates. Our studies showed that SUV39H1, a histone lysine methyltransferase, and Dnmt3b/Dnmt3L, a DNA methyltransferase, both exhibited approximately five times more activity on monomer nucleosomes than on DNA-core-trimmed nucleosomes in a scintillation proximity assay (SPA). The methyltransferases recognize and have a preference for nucleosomes with longer DNA strands. Our findings suggest that the use of monomer nucleosomes as substrates using SPA technology could lead to more robust screening assays and potentially more specific small molecule inhibitors of epigenetic enzymes.

Efficient expression of secreted proteases via recombinant BacMam virus.

Baculovirus vectors engineered to contain mammalian cell-active promoter elements have been described as an efficient method for transduction of a broad spectrum of human cell lines at high frequency. In the first large-scale comparative study of secreted protein production using these viral vectors, we have evaluated production of 16 recombinant enzymes--specifically, we exploited these viral vectors, termed 'BacMam' viruses, to drive expression of a panel of proteases selected from all four major mechanistic classes, including secreted, lysosomal, endosomal, and type I transmembrane proteins. To allow a generic purification strategy, coding sequences were truncated to remove transmembrane and/or subcellular retention signals before introduction, in parallel, into a C-terminally Fc-tagged BacMam transfer vector. BacMam viruses were generated and subsequently evaluated for expression of Fc-tagged protein in virus-transduced HEK-F cells. The common Fc-tag enabled single-step affinity purification of secreted recombinant protein from the culture medium. Yields were excellent, with 14 of 16 genes expressed producing 10-30 mg or more purified protein per litre of culture using standardised transduction conditions. At this level, reagent demands for a typical protease high-throughput screen (HTS) could be met from expression cultures as small as 0.1-0.5 L. Our results indicate this expression system offers a highly efficient and scaleable method for production of enzymatically-active secreted proteases and may therefore represent a novel method of protein production for other secreted enzymes with significant advantages over the diverse approaches in current use.

Rapid expression of recombinant proteins in modified CHO cells using the baculovirus system.

Baculovirus containing the mammalianCMV promoter, in place of the insect polyhedronpromoter (BacMam), has been used to transientlytransfect COS, CHO and CHOE1a (CHO cells expressing theE1a transcriptional activator). Using this system forthe expression of a cellular adhesion factor (SAF-3) Fcfusion protein in CHOE1a, we found that levels ofexpression were highest with a MOI of 100, 20mM sodiumbutyrate, at 34 degrees C. Production increased furtherif the cells were resuspended in fresh medium, about3 x 10(6) cells ml(-1), prior to addition of the virus. These conditions were used to express 3 secretedproteins, SAF-3-Fc, CD40-hexa his and Asp 2-Fc, and, at2 to 6 days post infection, protein levels ranged from4 ug ml(-1) to 25 ug ml(-1). Based on these results, theBacMam system represents a viable technique forproducing protein at ug ml(-1) levels in a relatively shortperiod of time.