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SMYD3 (SET- and MYND-domain containing protein 3) is an epigenetic enzyme with lysine methyl transferase activity and multiple protein binding partners. It is implicated in cancer development and active site inhibitors with antitumor activity have been developed. We have previously discovered that diperodon is an allosteric SMYD3 ligand and are interested in developing ligands that can interfere with non-catalytic functions of SMYD3, while avoiding conceivable draw-backs of targeting a conserved site in an enzyme with several close family members. Herein, the features of the diperodon site were explored via computational modelling and served as a basis for identifying analogues in commercial compound space, thus avoiding the need for in-house compound synthesis. Time-resolved grating coupled interferometry (GCI) biosensor analysis confirmed that two out of 21 acquired analogues interacted with SMYD3, with similar affinities as diperodon (KD ∼ 180 and 210 vs. ∼200 µM). As a second approach, fragmentation of diperodon followed by growing of fragments identified an additional 11 compounds in commercial compound space. GCI analysis confirmed that N-phenylformamide and three compounds evolved from this fragment interacted with SMYD3. These four ligands varied structurally from diperodon and had higher affinities (KD = 0.4–130 µM) and superior ligand efficiencies. However, all ligands interacted with rapid kinetics and weak affinities, indicating that the site had poor ligandability, possibly a result of its extremely flexible structure. Difficulties in protein production and the overall flexible structure of SMYD3, prevented NMR experiments and X-ray crystallography. Nevertheless, the combination of computational ligand design supported by biosensor-based analyses resulted in new allosteric ligands with minimal resources in a short time.

A 1056-membered fragment library has been screened against SMYD3 using a novel multiplexed experimental design implemented in a grating coupled interferometry (GCI)-based biosensor. SMYD3 is a prospective target for anticancer drugs and the focus has initially been on discovery of inhibitors of its lysine methyl transferase activity. However, it has multiple protein interaction partners and several potential roles in carcinogenesis. It therefore remains unclear what mode of action ligands targeting the protein should have. Our goal was therefore to identify new ligands and discriminate hits that interact with the active site and those that interact with other sites. In addition, we were interested in selecting hits based on kinetic features rather than affinity. Screening was done in parallel against SMYD3 alone or SMYD3 with the active site blocked by a tight binding inhibitor. Hit selection was primarily based on dissociation rates. In total, 20 fragments were selected as hits, of which half apparently targeted the active site and half targeted other sites. Twelve of the hits were selected for structural analysis using X-ray crystallography in order to identify binding sites and modes of binding. Four of the hits were successfully identified in crystal structures with SMYD3; the others did not show any electron densities for ligands in the crystals. Although it might be possible to optimize the crystallography approach for a better success rate, it was clear that the sensitivity and time resolution of the biosensor assay was exceptional and enabled kinetic rate constants to be estimated for fragments. Fragments are typically considered to interact too rapidly for such quantification to be possible. This approach consequently represents a paradigm shift. In addition, the multiplexed approach allows ligands targeting different sites to be rationally selected already in the fragment library screening stage.

An A129G/R134V/S166G triple mutant of fructose 6-phosphate aldolase (FSA) from Escherichia coli was further engineered with the goal to generate new enzyme variants capable of catalyzing aldol reactions between aryl substituted ketones and aldehydes. Residues L107 and L163 were subjected to saturation mutagenesis and the resulting library of FSA variants was screened for catalytic activity with 2-hydroxyacetophenone and phenylacetaldehyde as substrates. A selection of aldolase variants was identified that catalyze the synthesis of 2,3-dihydroxy-1,4-diphenylbutanone. The most active enzyme variants contained an L163C substitution. An L107C/L163C variant was further tested for activity with substituted phenylacetaldehydes, and was shown to afford the production of the corresponding diphenyl substituted butanones with good diastereoselectivities (anti : syn dr of 10 to 30) and reasonable to good enantioselectivities of syn enantiomers (er of 5 to 25).

The work presented in this thesis describes how structural information about a protein can be acquired, and how it can be used to answer scientific questions about proteins’ function, their dynamic behaviour and their interactions with other proteins or ligands.

The catalytic function of the pyrimidine-degrading, drug metabolizing enzyme β-ureidopropionase (βUP) is dependent on the shift between oligomeric states. Substitution of amino acids H173 and H307 in the dimer-dimer interface and E207Q in the active site revealed that these are crucial for βUP activation. Inhibition studies of substrate-and product analogues allowed for a hypothesis that the ability to interact with F205 might distinguish activators from inhibitors. The first structure of the activated higher oligomer state of human βUP was determined using cryogenic electron microscopy, and confirmed that the closed entrance loop conformations and dimer-dimer interfaces are conserved between HsβUP and DmβUP. 

Interactions between the epigenetic drug target SET and MYND domain containing protein 3 (SMYD3) and possible inhibitors were investigated. A crystal structure confirmed the covalent bond of a rationally designed, targeted inhibitor to C186 in the active site of SMYD3. A new allosteric binding site was discovered using a biosensor screen with a blocked active site. Crystal structures revealed the location of the new binding site, and the binding mode of the (S)-and (R) enantiomers of the allosteric inhibitor. Lastly, a fragment based drug discovery approach was taken, co-crystallizing and soaking SMYD3 with hits from a fragment screen. This resulted in four crystal structures with weak electron density of fragments at several locations in the enzyme. 

The dynamic acetylcholine binding protein (AChBP) is a homologue of a Cys-loop type ligand gated ion channel. Hits from various biosensor screens, of which some indicated conformational changes, were co-crystallized with AChBP. Seven crystal structures of AChBP in complex with hit compounds from the biophysical screens were determined. Small conformational changes in the Cys-loop were detected in several of the crystal structures, coinciding with the results from the biosensor screens.

In these studies, we explore new strategies for the investigation of the function and regulation of proteins relevant in drug discovery and optimization.

The activity of β-ureidopropionase, which catalyses the last step in the degradation of uracil, thymine, and analogous antimetabolites, is cooperatively regulated by the substrate and product of the reaction. This involves shifts in the equilibrium of the oligomeric states of the enzyme, but how these are achieved and result in changes in enzyme catalytic competence has yet to be determined. Here, the regulation of human β-ureidopropionase was further explored via site-directed mutagenesis, inhibition studies, and cryo-electron microscopy. The active-site residue E207, as well as H173 and H307 located at the dimer-dimer interface, are shown to play crucial roles in enzyme activation. Dimer association to larger assemblies requires closure of active-site loops, which positions the catalytically crucial E207 stably in the active site. H173 and H307 likely respond to ligand-induced changes in their environment with changes in their protonation states, which fine-tunes the active-site loop stability and the strength of dimer-dimer interfaces and explains the previously observed pH influence on the oligomer equilibrium. The correlation between substrate analogue structure and effect on enzyme assembly suggests that the ability to favourably interact with F205 may distinguish activators from inhibitors. The cryo-EM structure of human β-ureidopropionase assembly obtained at low pH provides first insights into the architecture of its activated state. and validates our current model of the allosteric regulation mechanism. Closed entrance loop conformations and dimer-dimer interfaces are highly conserved between human and fruit fly enzymes.

Recent findings support the hypothesis that inhibition of SMYD3 methyltransferase may be a therapeutic avenue for some of the deadliest cancer types. Herein, active site-selective covalent SMYD3 inhibitors were designed by introducing an appropriate reactive cysteine trap into reversible first-generation SMYD3 inhibitors. The 4-amino-piperidine derivative EM127 (11C) bearing a 2-chloroethanoyl group as reactive warhead showed selectivity for Cys186, located in the substrate/histone binding pocket. Selectivity towards Cys186 was retained even at high inhibitor/enzyme ratio, as shown by mass spectrometry. The mode of interaction with the SMYD3 substrate/ histone binding pocket was revealed by crystallographic studies. In enzymatic assays, 11C showed a stronger SMYD3 inhibitory effect compared to the reference inhibitor EPZ031686. Remarkably, 11C attenuated the proliferation of MDA-MB-231 breast cancer cell line at the same low micromolar range of concentrations that reduced SMYD3 mediated ERK signaling in HCT116 colorectal cancer and MDA-MB-231 breast cancer cells. Furthermore, 11C (5 mu M) strongly decreased the steady-state mRNA levels of genes important for tumor biology such as cyclin dependent kinase 2, c-MET, N-cadherin and fibronectin 1, all known to be regulated, at least in part, by SMYD3. Thus, 11C is as a first example of second generation SMYD3 inhibitors; this agent represents a covalent and a site specific SMYD3 binder capable of potent and prolonged attenuation of methyltransferase activity.

SMYD3 is a multifunctional epigenetic enzyme with lysine methyl transferase activity and various interaction partners. It is implicated in the pathophysiology of cancers but with an unclear mechanism. To discover tool compounds for clarifying its biochemistry and potential as a therapeutic target, a set of drug-like compounds was screened using a biosensor-based competition assay. Diperodon was identified as an allosteric ligand. The ( R )-and ( S )-enantiomers of the racemic drug were isolated and their affinities determined ( K D > = 42 and 84 ÎŒM). Co-crystallization revealed that both enantiomers bind to a previously unidentified allosteric site in the C-terminal protein binding domain, consistent with its weak inhibitory effect. No competition between diperodon and HSP90 (a known SMYD3 interaction partner) was observed although HSP90-SMYD3 binding was confirmed ( K D = 13 ÎŒM). The allosteric site appears to be druggable and suitable for exploration of non-catalytic SMYD3 functions and therapeutics with new mechanisms of action.

Biophysical screening of compound libraries for the identification of ligands that interact with a protein is efficient, but does typically not reveal if (or how) ligands may interfere with its functional properties. For this a biochemical/functional assay is required. But for proteins whose function is dependent on a conformational change, such assays are typically complex or have low throughput. Here we have explored a high-throughput second-harmonic generation (SHG) biosensor to detect fragments that induce conformational changes upon binding to a protein in real time and identify dynamic regions. Multiwell plate format SHG assays were developed for wild-type and six engineered single-cysteine mutants of acetyl choline binding protein (AChBP), a homologue to ligand gated ion channels (LGICs). They were conjugated with second harmonic-active labels via amine or maleimide coupling. To validate the assay, it was confirmed that the conformational changes induced in AChBP by nicotinic acetyl choline receptor (nAChR) agonists and antagonists were qualitatively different. A 1056 fragment library was subsequently screened against all variants and conformational modulators of AChBP were successfully identified, with hit rates from 9–22%, depending on the AChBP variant. A subset of four hits was selected for orthogonal validation and structural analysis. A time-resolved grating-coupled interferometry-based biosensor assay confirmed the interaction to be a reversible 1-step 1 : 1 interaction, and provided estimates of affinities and interaction kinetic rate constants (K_D = 0.28–63 μM, k_a = 0.1–6 μM⁻¹ s⁻¹, k_d = 1 s⁻¹). X-ray crystallography of two of the fragments confirmed their binding at a previously described conformationally dynamic site, corresponding to the regulatory site of LGICs. These results reveal that SHG has the sensitivity to identify fragments that induce conformational changes in a protein. A selection of fragment hits with a response profile different to known LGIC regulators was characterized and confirmed to bind to dynamic regions of the protein.