Highly Selective Novel Heme Oxygenase-1-Targeting Molecules Discovered by DECL-Machine Learning (ML) Model beyond the DECL Chemical Space

A Machine Learning (ML) approach was integrated with DNA-encoded chemical library (DECL) screening to facilitate the identification of highly selective compounds targeting Heme oxygenase-1 (HO-1) compared to its counterpart, HO-2 (the ferric-heme bound form, Holo HO-2). HO-1 and HO-2 are principal enzymes within the HO family, known for their roles in inflammation and oxidative stress … Read more

2024 – Discovery of novel and potent indazole NLRP3 inhibitors enabled by DNA-encoded library screening

In this report, multiple DNA-conjugate libraries, comprising a total of over 500 billion small molecular ligand candidates, have been selected to identify novel NLRP3 (Nucleotide-binding oligomerization domain, Leucine-rich Repeat and Pyrin domain containing 3) nanomolar inhibitors. NLRP3 activation results in a protective pro-inflammatory response by the release of the pro-inflammatory cytokines IL-1β and IL-18, subsequently … Read more

2023 – DNA-encoded chemical libraries yield non-covalent and non-peptidic SARS-CoV-2 main protease inhibitors

In this communication, a 4-billion-membered DNA-conjugate library was used to identify non-covalent and non-peptide-based small molecule inhibitors of Mpro with low nanomolar Ki values. Mpro is the SARS-CoV-2 main protease responsible for the liberation and maturation of proteins required for viral propagation. Furthermore, the newly discovered inhibitors demonstrate efficacy against mutant forms of Mpro that have … Read more

2023 – DECLs enable the development of BRET probes for target engagement studies in cells

This work explores the applicability of a DNA-conjugate library for rapidly identifying and converting hits/ligands into corresponding bioluminescence resonance energy transfer (BRET) probes. Subsequently, a complementary workflow has been developed to validate and prioritize DECL hits using bioluminescence resonance energy transfer (BRET) in a living cellular context. The combination of DECL screening for generation of … Read more

2023 – A DECL based on 4-amino-proline enables stereospecific isozyme-selective protein recognition

This article presents the design, synthesis, and characterization of a large DNA-conjugate library consisting of 3,735,936 members. The library features a stereo-defined 4-amino-proline central scaffold with two sets of carboxylic acid building blocks. Parallel screening methods, focusing on closely related proteins or isoforms of pharmaceutically relevant protein targets (such as CAIX, PSMA, and Nsp14) enabled … Read more

2023 – Discovery of Highly Potent and BMPR2-Selective Kinase Inhibitors Using DECL Screening

In this publication, screening a 4.17 billion member DNA-conjugate library enabled the isolation of low-nanomolar selective inhibitors of kinase BMPR2. Bone morphogenetic proteins (BMPs) are highly conserved secreted ligands of the TGFβ family, playing critical roles in development, cell proliferation, differentiation, and apoptosis. Therefore, BMPs and their cognate receptors (BMPR1 and BMPR2) also play key … Read more

2022 – Discovery of potent BET bromodomain 1 stereoselective inhibitors using DNA-encoded chemical library selections

A DNA-encoded chemical libraries (DECLs) containing billion of members was used to identify chiral BET BD1-selective inhibitors with high potency and cellular activity. Inhibition of two tandem bromodomains (BD1 and BD2) contained in bromodomain and extraterminal (BET) proteinslike BRDT, BRD2, BRD3, or BRD4, is a therapeutic avenue for the treatment of multiple diseases, like cancer, inflammation, infectious diseases … Read more

2022 – DNA-encoded library versus RNA-encoded library selection enables design of an oncogenic noncoding RNA inhibitor

One-Bead-One-Compound (OBOC) DNA-encoded library comprising 73,728 ligands was screened against a library of RNA structures (4,096 targets) to identify three-dimensional RNA hairpins target pairs.  One of the discovered ligands bound a 5’GAG/3’CCC RNA-loop that is present in primary microRNA-27a (pri-miR-27a), the oncogenic precursor of microRNA-27a. In this report from The Scripps Research Institute, DNA-tag encoding and Two-Dimensional Combinatorial Screening (2DCS) has … Read more

2021 – DNA-encoded chemistry technology yields expedient access to SARS-CoV-2 Mpro inhibitors

Affinity-based screen of DNA-conjugate libraries comprising a total of 4 billion of DNA-tagged compounds to identify a potent class of virus-specific inhibitors of the SARS- CoV-2 main protease (Mpro). The Baylor College of Medicine rapidly and successfully screened a collection of over 55 DNA-conjugate libraries, containing a total of about 4 billion unique DNA-encoded molecules, seeking specific inhibitors … Read more

2021 – Selective Discovery of GPCR Ligands within DECL Derived from Natural Products: A Case Study on Antagonists of Angiotensin II Type I Receptor

A natural product inspired DECL-conjugate library comprising 32’000 phenolic acid-focused compounds has been screened by “on-line” chromatography using silica gel immobilized angiotensin II type I receptor (AT1R) as stationary phase. The angiotensin II type I receptor (AT1R) is a G protein-coupled receptor with angiotensin II as ligand. Although, GPCRs are an attractive family of pharmaceutically relevant targets, there are several intrinsic difficulties … Read more