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A must for Any covalent drug discovery campaign

A must for Any covalent drug discovery campaign

Chemical probes are small molecules that selectively modulate a protein of interest and play a crucial role in understanding protein function and validating new drug targets. Covalent modality represents an important expansion of the repertoire of drug hunters to target poorly ligandable proteins.

Criteria for chemical probes have been established to describe the potency, selectivity, target engagement, and properties of small-molecule probes that are qualified to enable the interrogation and validation of drug targets. However, these definitions have been tailored to reversibly acting modulators but fall short in their applicability to other modalities.

Hartung et al. propose quality criteria for covalent inhibitors are different from those for reversible inhibitors. The authors highlight several examples of suitable probe and pathfinder compounds, including the GPX4 inhibitor ML210, the PARP16 inhibitor DB008, the UCHL1 inhibitor IMP-1710, and the cMyc binder EN4.

Covalent inhibitors have shown promise in targeting proteins that were previously considered undruggable. For example, the KRasG12C inhibitor has shown cellular functional activities at concentrations below 1 μM. The development of covalent inhibitors requires significant efforts to characterize and validate them as a prerequisite for conclusive use in biomedical research and target validation studies.

In my experience it cannot be overstated how important is the SAR of the non-covalent part. It is the positioning through the non-covalent part that facilitates the formation of the covalent bond and drives selectivity.

https://lnkd.in/etssuXDR

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Too many tiny crystals — Nucleation control

Too Many Tiny Crystals — Nucleation Control

Sometimes you get showered with micro-crystals or heavy precipitate. This often means conditions are too supersaturated, causing excessive nucleation.

The goal is to generate as few nuclei as possible to grow larger crystals. To achieve this, you can decrease the protein or precipitant concentration, or use a larger drop  slowing down equilibration.

Another trick is microseeding into conditions which don’t nucleate spontaneously – leading to a focus on the growth phase instead of the nucleation phase.  Additionally, by using a  dilution series of the  seed stock, it is possible to precisely adjust the  number of introduced pre-formed nuclei (seeds) which directly affects the final number and size of the grown crystals. This can allow a few crystals to outgrow the rest. Additives or detergents might help by reducing non-specific nucleation as well.

In short, gentle tinkering to dial back nucleation can convert “too many tiny crystals” into a few sizable ones.

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Optimizing Conditions for Bacterial Expression of Proteins

Optimizing conditions for bacterial expression of proteins

You’ve got the right construct in the right host – now how you induce expression can make all the difference. A common mistake is blasting cells with a high concentration of IPTG and incubating at 37 °C, only to get mountains of misfolded protein.

In reality, less is often more in expression optimization. Try inducing at a lower temperature (like 18 °C or 20 °C overnight); cooler temps give proteins more time to fold properly, often boosting soluble yield. Adjusting IPTG concentration can help too – sometimes a little (e.g. 0.1 mM instead of 1 mM) is enough to trigger expression without stressing the cells. Also consider the cell density at induction: inducing at mid-log (OD₆₀₀ ~0.6) versus late-log can impact yields and protein quality.

Another powerful approach is auto-induction media, which slowly induce expression as the culture grows to high density – great for obtaining high yields without constant supervision.

Finally, don’t overlook shaking speed and aeration; sample oxygenation can improve protein production in bacteria. Tuning these parameters requires a bit of trial and error, but the payoff is big: higher yields and properly folded protein.

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Fusion Tags — Solubility & Purification Aids

Fusion tags — Solubility & Purification Aids

Fusion tags can be a protein producer’s best friend. Attaching a tag like His₆, GST, or MBP can dramatically simplify purification and even improve solubility for tricky proteins. For instance, MBP or GST tags often help keep a normally aggregation-prone protein folded by acting as a chaperoning partner. ⁣

The trade-off? ⁣

Tags add extra length and may interfere with your protein’s function or crystallization if not removed. It’s important to choose a tag that suits your goal: His-tags are small and great for quick IMAC purification; larger tags like MBP increase yield of soluble protein but almost always require a cleavage step before final analyses. ⁣

Also consider tag placement – N-terminal vs C-terminal – as it can affect folding or activity. Use tags strategically: they’re extremely helpful tools, but plan ahead for whether (and how) to remove them later. ⁣

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Expanding the Tacable Genome

EXPANDING THE TACABLE GENOME​

The DbTACs platform is a novel technology that enables selectively targeted protein degradation. It is designed to precisely degrade proteins of interest. The approach is compatible with various warheads such as small molecules, antibodies, or DNA motifs.

DbTCACs stands for DNA framework-based PROTACs. In comparison to PROTACs, the DbTACs platform uses a DNA framework-engineered chimera instead of a small molecule-based chimera, which provides a more stable and versatile platform for targeted protein degradation. Additionally, the DbTACs platform is able to target “undruggable” proteins and degrade proteins in a time-dependent manner, which are not features of PROTACs.

The platform uses a click chemistry-mediated programmable linker to achieve simultaneous selective multi-target proteolysis. The universality of the platform is highlighted by the following features: (1) precise degradation of POIs; (2) simultaneous selective multi-target proteolysis; (3) compatibility with various warheads; (4) a DNA framework-engineered chimera instead of a small molecule-based chimera; (5) a more stable and versatile platform for targeted protein degradation; (6) the ability to target “undruggable” proteins; (7) the ability to degrade proteins in a time-dependent manner; and (8) the ability to analyze the stability of the DbTACs using 2% agarose gel electrophoresis.

The DbTACs platform is a significant advancement in the field of drug discovery as it provides a new approach for selectively targeted protein degradation. The ability to precisely degradePOIs and achieve simultaneous selective multi-target proteolysis is a valuable tool for drug discovery. The platform is also compatible with various warheads, such as small molecules, antibodies, or DNA motifs, which provides versatility in targeting different kinds of proteins. The DbTACs platform can be used to develop new drugs for various diseases, including cancer, neurodegenerative diseases, and autoimmune disorders.

https://lnkd.in/eJZpFqxf

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Unconventional Halogen Bond Donors

UNCONVENTIONAL HALOGEN BOND DONORS FOR DRUG DISCOVERY

CF2X moieties can be used as unconventional halogen bond donors drug discovery. They provide completely new opportunities to harness highly directional XB interactions. The CF2X structural motif is underrepresented in drug discovery and has hardly been applied so far, making it a promising area for exploration.

Vaas et al. propose that unconventional or unique binding modes could be explored based on CF2X-containing libraries, allowing for the discovery of unclaimed, patentable chemotypes and the establishment of added therapeutic opportunities. Their work also demonstrates that molecules containing C(sp3)F2X moieties attached by linker systems such as ethers or amides are synthetically accessible and that amide derivatives are particularly suitable for fragment-based drug discovery.

As an example, fragment 23 features an XB of CF2Br toward the P-loop, as well as chalcogen bonds, which are unique molecular interaction features. The implementation of CF2X acetamides into HEFLibs and biophysical evaluation (STD-NMR/ITC), followed by X-ray analysis, revealed these features and provided insights into the binding mode and interaction geometry of the fragment with the protein. This information can be used to design and optimize small molecules that target JNK3 and potentially other proteins with similar binding sites.

https://lnkd.in/e62hVTCr

PDB structure still to be released: https://lnkd.in/eES9pMJj
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CF2X = X = Cl, Br, or I
JNK3 = c-Jun N-terminal kinase 3

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Expanding the Toolbox of Covalent Drug Discovery

Expanding the toolbox of covalent drug discovery

Chiral sulfonyl fluoride probes can be used to directly map ligandable tyrosines and lysines in cells, providing a rich resource of liganded sites and the first reported clickable covalent probes for most of these sites.

Chen et al. provide a new approach for developing covalent chemical probes for potential therapeutic targets, which can be used in at least three ways:

(1) newly identified sites in potential therapeutic targets can become the focus of small-molecule screens

(2) sulfonyl fluorides can serve as chemical starting points for structure-based design of ligands with improved potency and selectivity toward selected sites

(3) sulfonyl fluorides can serve as clickable occupancy probes for cellular target engagement assays.

The probes also have an alkyne handle that allows for affinity enrichment and direct identification of covalently modified protein sites. A chiral 2-methylpiperazine amide linker provides stereoselective discrimination at the level of noncovalent and covalent binding.

Using these probes, Chen et al. identified hundreds of stereoselectively modified sites in functionally diverse protein sites, many of which lack existing chemical probes or drug leads.

Overall, this work provides a resource of ligandable tyrosines and lysines that can be used to develop covalent chemical probes. Among multiple validated sites, the researchers discovered a chiral probe that modifies Y228 in the MYC binding site of the epigenetic regulator WDR5. The chiral 2-methylpiperazine amide played a dominant role in molecular recognition, and the (R) enantiomer was consistently superior in labelling WDR5 Y228.

Paper: https://lnkd.in/e4PP9AMV

Crystal structure PDB 8F93: https://lnkd.in/eXksBZyy

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Structural Insights and Computational Modeling Drive Selectivity of CRL4 CRBN Recruiting Protacs

Structural Insights And computational modeling drive selectivity of crl4 crbn recruiting Protacs

Small molecules inducing protein degradation are important pharmacological tools to interrogate complex biology and are rapidly translating into clinical agents. Selectivity remains a limiting challenge in the design of CRL4 CRBN recruiting PROTACs.

Bouguenina et al. used structural insights from known CRL4 CRBN neo-substrates, degron blocking design principles, and computational modeling to predict key interactions mediating the formation of productive ternary complexes.

The design principles on a previously published BRD9 PROTAC and generated an analogue with an improved selectivity profile. The computational modelling pipeline shows that the degron blocking design does not impact PROTAC induced ternary complex formation.

The computational modeling process was used to predict key interactions mediating the formation of productive ternary complexes. Molecular dynamics simulations were used to study the binding of the PROTACs to the target proteins and to predict the stability of the ternary complex. The application of free energy calculations estimated the binding affinity of the PROTACs to the target proteins. The design principles were applied on a previously published BRD9 PROTAC and generated an analogue with an improved selectivity profile, which was validated experimentally.

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Protein Degradation Beyond Ubiquitin-Proteasome or Lysosomal Systems

Protein degradation beyond ubiquitin-proteasome or lysosomal systems

Targeted protein degradation (TPD) in eukaryotic cells relies on either ubiquitin-proteasome or lysosomal systems, which is powerless against target proteins in membrane organelles lacking proteasomes and lysosomes, such as mitochondria. The newly developed mitochondrial protease targeting chimera (MtPTAC) can specifically hydrolyze target proteins inside mitochondria.

Wang et al. have reported the development of a mitochondrial protease targeting chimera (MtPTAC) that can specifically hydrolyze target proteins inside mitochondria. The authors have validated the effectiveness of MtPTAC in inducing target protein degradation both in vivo and in vitro, using mitochondrial RNA polymerase (POLRMT) as a model protein.

The MtPTAC was designed as a bifunctional small molecule that can bind to mitochondrial caseinolytic protease P (ClpP) at one end and target protein at the other. Mechanistically, MtPTAC activates the hydrolase activity of ClpP while simultaneously bringing target proteins into proximity with ClpP.

For validation of POLRMT degradation, the researchers used quantitative PCR with reverse transcription (qRT-PCR) assay to detect the RNA level of POLRMT before and after treatment with MtPTAC. The assay indicated that MtPTAC did not decrease the RNA level of POLRMT at the concentration where the POLRMT protein level was significantly suppressed. This confirmed the effect of MtPTAC on protein reduction at the posttranslational level. The synthesized MtPTAC can effectively induce target protein degradation and the degradation efficiency is closely related to the PEG linker length.

This work demonstrates the powerful proteolytic ability and antitumor application prospects of MtPTAC, which could lead to the development of new therapies for diseases caused by mitochondrial dysfunction.

Paper: https://lnkd.in/e4ePQ6cD

Crystal structure of ClpP in complex with ONC201: https://lnkd.in/ezbSiGZn

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Review of the Drug Discovery Chemistry Conference 2023 in San Diego

Review of the Drug Discovery Chemistry Conference 2023, San Diego

by Dr. Serghei Glinca

The challenge of the industry remains – access to chemical matter. The DDC conference was full of highlights focusing  mainly on enabling technologies and platforms that unlock chemical matter.

Fragment-based drug discovery (FBDD)

The range of applications of FBDD ranged from non-covalent to covalent screening techniques. One of the best talks highlighting the application of crystallographic fragment screening on KEAP1 was by Marcel Verdonk. I want to emphasize that in this work the FBDD campaign was used in a versatile way. Crystallographic hits, although exhibiting low affinity, were used as starting points for fragment linking. The resulting compounds with lead-like properties were used to build up a focused HTS-library.

This results in a nM compound. Stephen Fesik highlighted how to address the transcription factors Myc by targeting WDR5, which resulted in potent compounds which have been validated in animal studies. It seems that the beta propeller proteins are an emerging target family that are well amenable for FBDD.

Covalent Drug Discovery

The covalent space has been growing significantly over the past years, which is reflected by 24 talks at the conference. Dan Nomura has highlighted the application of chemoproteomic platforms using covalent fragments. It’s striking that covalent labeling leading at IDPs induces an even higher disorder leading to protein degradation.

This has been demonstrated for Myc by targeting the intrinsically disordered Cys171. Prof. Pellecchia highlighted that going beyond cysteines is a viable strategy for gaining selectivity targeting e.g. lysines. Tuning experimental setups to enable covalent labeling of lysines seems to be critical for high-quality results. For example, sulfonyl chlorides can label lysines but can also react with the His-tag, which depends on the concentrations of the ligand vs. protein.

It seems that library screening without the His-tag is a better idea. Joachim Broeker from Boehringer Ingelheim presented how BI-0474 was developed. FBDD and SBDD were enablers. The interesting part was that they grew their compounds by starting from a covalent screen of fragments of the S39C mutant. The fragments were bound to the switch II pocket and used the hits as non-covalent hits and grew them towards the Cys12, leading towards the reversible covalent inhibitor BI-0474

DNA-encoded Libraries (DEL)

Although I have not been participating at the DNA-encoded libraries (DELs) track, it seems that DEL screening is gradually replacing the “gold standard” to screen for Ro5 compounds in HTS. In discussions with colleagues, I learned that some companies are taking advantage of DEL screening, which enables access to a larger chemical space compared to HTS. The field is still evolving and Prof. Joerg Scheuermann from ETH showed the potential of the DEL technology for macrocycles. We’ll see more developments from the DEL space.

AI for Drug Discovery

Due to the overlap with other talks I could only join several talks of the AI for drug discovery track. Most of the AI/ML applications are still for relatively basic scenarios but machine learning complements drug discovery technologies quite well. The question that I often ask is whether we are better off with ML-based tools or with “just” executing the experiments and synthesizing molecules. Of particular note was the presentation by Bryce Allen from Differencitated Therapeutics.

It was quite impressive how the preference for ligases of specific compounds can be predicted by their engine. Also, a target id case study by InSilico Medicines showed how fast hypotheses can be generated and tested using AI platforms, which was demonstrated for CDK20. I believe this is the strength of the AI/ML platforms, namely, generation of a higher number and potentially more precise hypotheses for experimentation. 

Overall, FBDD, AI and DELs are really exciting technologies that will deliver even more exciting drug discovery stories in future.

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