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1.
Org Biomol Chem ; 22(19): 3854-3859, 2024 May 15.
Article in English | MEDLINE | ID: mdl-38639197

ABSTRACT

The molecular recognition of saccharides by synthetic hosts has become an appealing but elusive task in the last decades. Herein, we combine Dynamic Combinatorial Chemistry (DCC) for the rapid self-assembly and screening of virtual libraries of receptors, with the use of ITC and NMR to validate the hits and molecular modelling to understand the binding mechanisms. We discovered a minimalistic receptor, 1F (N-benzyl-L-phenylalanine), with considerable affinity for fructose (Ka = 1762 M-1) and remarkable selectivity (>50-fold) over other common monosaccharides. The approach accelerates the discovery process of receptors for saccharides.


Subject(s)
Combinatorial Chemistry Techniques , Monosaccharides , Monosaccharides/chemistry , Models, Molecular , Phenylalanine/chemistry , Phenylalanine/analogs & derivatives , Phenylalanine/chemical synthesis
2.
Future Med Chem ; 16(5): 389-398, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38372134

ABSTRACT

Background: Traditional methods for chemical library generation in virtual screening often impose limitations on the accessible chemical space or produce synthetically irrelevant structures. Incorporating common chemical reactions into generative algorithms could offer significant benefits. Materials & methods: In this study, we developed NeuroClick, a graphical user interface software designed to perform in silico azide-alkyne cycloaddition, a widely utilized synthetic approach in modern medicinal chemistry. Results & conclusion: NeuroClick facilitates the generation and filtering of large combinatorial libraries at a remarkable rate of 10,000 molecules per minute. Moreover, the generated products can be filtered to identify subsets of pharmaceutically relevant compounds based on Lipinski's rule of five and blood-brain barrier permeability prediction. We demonstrate the utility of NeuroClick by generating and filtering several thousand molecules for dopamine D3 receptor ligand screening.


Subject(s)
Blood-Brain Barrier , Combinatorial Chemistry Techniques , Combinatorial Chemistry Techniques/methods , Software , Algorithms , Chemistry, Pharmaceutical
3.
Chemistry ; 30(26): e202304166, 2024 May 08.
Article in English | MEDLINE | ID: mdl-38372433

ABSTRACT

The realms of natural products and synthetic compounds exhibit distinct chemical spaces that not only differ but also complement each other. While the convergence of these two domains has been explored through semisynthesis and conventional pharmacomodulation endeavours applied to natural frameworks, a recent and innovative approach has emerged that involves the combinatorial generation of libraries of 'natural product-like compounds' (NPLCs) through the direct synthetic derivatization of natural extracts. This has led to the production of numerous NPLCs that incorporate structural elements from both their natural (multiple saturated rings, oxygen content, chiral centres) and synthetic (aromatic rings, nitrogen and halogen content, drug-like properties) precursors. Through careful selection of extracts and reagents, specific bioactivities have been achieved, and this strategy has been deployed in various ways, showing great promise without reaching its full potential to date. This review seeks to provide an overview of reported examples involving the chemical engineering of extracts, showcasing a spectrum of natural product alterations spanning from simple substitutions to complete scaffold remodelling. It also includes an analysis of the accomplishments, perspectives and technical challenges within this field.


Subject(s)
Biological Products , Small Molecule Libraries , Biological Products/chemistry , Small Molecule Libraries/chemistry , Combinatorial Chemistry Techniques
4.
J Pept Sci ; 30(4): e3555, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38220145

ABSTRACT

Newer solid-phase peptide synthesis and release strategies enable the production of short peptides with high purity, allowing direct screening for desired bioactivity without prior chromatographic purification. However, the maximum number of peptides that can currently be synthesized per microplate reactor is 96, allowing the parallel synthesis of 384 peptides in modern devices that have space for 4 microplate reactors. To synthesize larger numbers of peptides, we modified a commercially available peptide synthesizer to enable the production of peptides in 384-well plates, which allows the synthesis of 1,536 peptides in one run (4 × 384 peptides). We report new hardware components and customized software that allowed for the synthesis of 1,536 short peptides in good quantity (average > 0.5 µmol), at high concentration (average > 10 mM), and decent purity without purification (average > 80%). The high-throughput peptide synthesis, which we developed with peptide drug development in mind, may be widely used for peptide library synthesis and screening, antibody epitope scanning, epitope mimetic development, or protease/kinase substrate screening.


Subject(s)
Combinatorial Chemistry Techniques , Solid-Phase Synthesis Techniques , Combinatorial Chemistry Techniques/methods , Peptide Library , Peptides/chemistry , Epitopes
5.
J Med Chem ; 67(2): 864-884, 2024 Jan 25.
Article in English | MEDLINE | ID: mdl-38197367

ABSTRACT

The DNA-encoded library (DEL) discovery platform has emerged as a powerful technology for hit identification in recent years. It has become one of the major parallel workstreams for small molecule drug discovery along with other strategies such as HTS and data mining. For many researchers working in the DEL field, it has become increasingly evident that many hits and leads discovered via DEL screening bind to target proteins with unique and unprecedented binding modes. This Perspective is our attempt to analyze reports of DEL screening with the purpose of providing a rigorous and useful account of the binding modes observed for DEL-derived ligands with a focus on binding mode novelty.


Subject(s)
DNA , Small Molecule Libraries , Small Molecule Libraries/chemistry , Ligands , DNA/chemistry , Drug Discovery , Combinatorial Chemistry Techniques
6.
Nat Chem Biol ; 20(5): 624-633, 2024 May.
Article in English | MEDLINE | ID: mdl-38155304

ABSTRACT

Cyclic peptides can bind challenging disease targets with high affinity and specificity, offering enormous opportunities for addressing unmet medical needs. However, as with biological drugs, most cyclic peptides cannot be applied orally because they are rapidly digested and/or display low absorption in the gastrointestinal tract, hampering their development as therapeutics. In this study, we developed a combinatorial synthesis and screening approach based on sequential cyclization and one-pot peptide acylation and screening, with the possibility of simultaneously interrogating activity and permeability. In a proof of concept, we synthesized a library of 8,448 cyclic peptides and screened them against the disease target thrombin. Our workflow allowed multiple iterative cycles of library synthesis and yielded cyclic peptides with nanomolar affinities, high stabilities and an oral bioavailability (%F) as high as 18% in rats. This method for generating orally available peptides is general and provides a promising push toward unlocking the full potential of peptides as therapeutics.


Subject(s)
Biological Availability , Peptides, Cyclic , Peptides, Cyclic/chemistry , Peptides, Cyclic/pharmacokinetics , Peptides, Cyclic/administration & dosage , Peptides, Cyclic/pharmacology , Administration, Oral , Animals , Rats , Humans , Cyclization , Peptide Library , Thrombin/metabolism , Thrombin/chemistry , Male , Combinatorial Chemistry Techniques , Acylation
7.
Chembiochem ; 24(24): e202300688, 2023 12 14.
Article in English | MEDLINE | ID: mdl-37815502

ABSTRACT

Target-directed dynamic combinatorial chemistry is a very attractive strategy for the discovery of bioactive peptides. However, its application has not yet been demonstrated, presumably due to analytical challenges that arise from the diversity of a peptide library with combinatorial side-chains. We previously reported an efficient method to generate, under biocompatible conditions, large dynamic libraries of cyclic peptides grafted with amino acid's side-chains, by thiol-to-thioester exchanges. In this work, we present analytical tools to easily characterize such libraries by HPLC and mass spectrometry, and in particular to simplify the isomers' distinction requiring sequencing by MS/MS fragmentations. After structural optimization, the cyclic scaffold exhibits a UV-tag, absorbing at 415 nm, and an ornithine residue which favors the regioselective ring-opening and simultaneous MS/MS fragmentation, in the gas-phase.


Subject(s)
Combinatorial Chemistry Techniques , Peptides, Cyclic , Peptides, Cyclic/chemistry , Tandem Mass Spectrometry , Peptide Library , Peptides
8.
Org Biomol Chem ; 21(40): 8112-8116, 2023 10 18.
Article in English | MEDLINE | ID: mdl-37772608

ABSTRACT

New somatostatin analogs are highly desirable for diagnosing and treating neuroendocrine tumors (NETs). Here we describe the solid-phase synthesis of a new octreotate (TATE) analog where the disulfide bond is replaced with a tryptathionine (Ttn) staple as part of an effort to prototyping a one-bead-one-compound (OBOC) library of Ttn-stapled peptides. Library design provides the potential for on- and off-bead screening. To validate our method, we labelled Ttn-TATE with a fluorescent dye to demonstrate binding to soluble somatostatin receptor subtype-2 and staining of Ar42J rat prostate cancer cells. By exploring this staple in the context of a ligand of known affinity, this method paves the way for an OBOC library construction of bioactive octreotate analogs and, more broadly speaking, tryptathionine-staped peptide macrocycles.


Subject(s)
Combinatorial Chemistry Techniques , Solid-Phase Synthesis Techniques , Male , Animals , Combinatorial Chemistry Techniques/methods , Peptides/chemistry , Peptide Library
9.
Bioorg Chem ; 140: 106826, 2023 11.
Article in English | MEDLINE | ID: mdl-37666108

ABSTRACT

Diabetes mellitus (DM) is a disease of civilization. If left untreated, it can cause serious complications and significantly shortens the life time. DM is one of the leading causes of end-stage renal disease (uremia) worldwide. Early diagnosis is a prerequisite for successful treatment, preferably before the first symptoms appear. In this paper, we describe the optimization and synthesis of the internally quenched fluorescent substrate disintegrin and metalloproteinase 10 (ADAM10). Using combinatorial chemistry methods with iterative deconvolution, the substrate specificity of the enzyme in non-primed and primed positions was determined. We used the ABZ-Lys-Ile-Ile-Asn-Leu-Lys-Arg-Tyr(3-NO2)-NH2 peptide to study ADAM10 activity in urine samples collected from patients diagnosed with type 2 diabetes, compared to urine samples from healthy volunteers. The proteolytically active enzyme was present in diabetes samples, while in the case of healthy people we did not observe any activity. In conclusion, our study provides a possible basis for further research into the potential role of ADAM10 in the diagnosis of type 2 diabetes.


Subject(s)
Diabetes Mellitus, Type 2 , Humans , Diabetes Mellitus, Type 2/diagnosis , Coloring Agents , Combinatorial Chemistry Techniques , Healthy Volunteers , Substrate Specificity
10.
J Med Chem ; 66(14): 10108-10118, 2023 07 27.
Article in English | MEDLINE | ID: mdl-37464766

ABSTRACT

We report on an innovative ligand discovery strategy based on protein NMR-based screening of a combinatorial library of ∼125,000 compounds that was arranged in 96 distinct mixtures. Using sensitive solution protein NMR spectroscopy and chemical perturbation-based screening followed by an iterative synthesis, deconvolutions, and optimization strategy, we demonstrate that the approach could be useful in the identification of initial binding molecules for difficult drug targets, such as those involved in protein-protein interactions. As an application, we will report novel agents targeting the Bcl-2 family protein hMcl-1. The approach is of general applicability and could be deployed as an effective screening strategy for de novo identification of ligands, particularly when tackling targets involved in protein-protein interactions.


Subject(s)
Combinatorial Chemistry Techniques , Proteins , Combinatorial Chemistry Techniques/methods , Proteins/chemistry , Magnetic Resonance Spectroscopy/methods , Magnetic Resonance Imaging , Ligands , Protein Binding
11.
Chem Commun (Camb) ; 59(62): 9489-9492, 2023 Aug 01.
Article in English | MEDLINE | ID: mdl-37439517

ABSTRACT

2-Thiobenzazole is among the privileged heterocyclic scaffolds in medicinal chemistry. Constructing such structural components in DNA-encoded libraries (DELs) may promote related bioactive hit discovery in a high-throughput fashion. Herein, we reported a DNA-compatible mild-condition synthetic methodology to efficiently forge functionalized 2-thiobenzazole scaffolds, realizing on-DNA sulfhydryl incorporation with broad substrate scope, thereby expanding the scope of 2-thiobenzazole-focused DNA-encoded chemical libraries.


Subject(s)
DNA , Drug Discovery , Drug Discovery/methods , DNA/chemistry , Gene Library , Small Molecule Libraries/chemistry , Combinatorial Chemistry Techniques
12.
Chem Soc Rev ; 52(13): 4248-4291, 2023 Jul 03.
Article in English | MEDLINE | ID: mdl-37306487

ABSTRACT

Nucleic acids play crucial roles in transferring cellular information and gene regulations. DNA and RNA molecules have been associated with multiple human diseases and thus offer opportunities for exploring small molecule-based therapeutics. However, developing target-selective molecules possessing well-defined biological activity, has always been challenging. In the current scenario, where the world is continuously experiencing outbreaks of new infectious diseases, it is always important to expand the scope of chemical toolsets to override conventional drug discovery strategies for developing therapeutically relevant drug candidates. The template-directed synthetic approach has emerged as a promising tool for rapid drug discovery. It allows a biological target to template the selection or synthesis of its ligands from a pool of reactive fragments. There are two main template-directed synthetic strategies: thermodynamically controlled dynamic combinatorial chemistry (DCC) and kinetically controlled target-guided in situ click chemistry. Though discovered only two decades ago, these techniques have proven their usefulness for nucleic acid targets, as exemplified by the increasing number of applications with therapeutically important DNA and RNA targets. However, nucleic acid templated synthetic techniques are relatively unexplored in drug discovery compared to protein targets. In this review article, we have presented a detailed discussion of all the reported nucleic acid templated synthetic studies to portray the great potential of this strategy for efficient hit discovery and lead optimisation. This article would assist in expanding the scope and utility of this strategy through a summary of the advancements and emerging applications. Additionally, a brief overview of the catalytic potential of nucleic acids in asymmetric synthesis has been provided to give a valuable vision of the use of nucleic acids to induce enantioselectivity in chiral drug-like candidates.


Subject(s)
Nucleic Acids , Humans , Click Chemistry , RNA , Stereoisomerism , DNA/chemistry , Combinatorial Chemistry Techniques/methods
13.
Int J Mol Sci ; 24(12)2023 Jun 19.
Article in English | MEDLINE | ID: mdl-37373476

ABSTRACT

The discovery of low- and very low-abundance proteins in medical applications is considered a key success factor in various important domains. To reach this category of proteins, it is essential to adopt procedures consisting of the selective enrichment of species that are present at extremely low concentrations. In the past few years pathways towards this objective have been proposed. In this review, a general landscape of the enrichment technology situation is made first with the presentation and the use of combinatorial peptide libraries. Then, a description of this peculiar technology for the identification of early-stage biomarkers for well-known pathologies with concrete examples is given. In another field of medical applications, the determination of host cell protein traces potentially present in recombinant therapeutic proteins, such as antibodies, is discussed along with their potentially deleterious effects on the health of patients on the one hand, and on the stability of these biodrugs on the other hand. Various additional applications of medical interest are disclosed for biological fluids investigations where the target proteins are present at very low concentrations (e.g., protein allergens).


Subject(s)
Peptide Library , Proteomics , Humans , Proteomics/methods , Recombinant Proteins , Antibodies , Combinatorial Chemistry Techniques
14.
J Chem Inf Model ; 63(16): 5133-5141, 2023 08 28.
Article in English | MEDLINE | ID: mdl-37221856

ABSTRACT

We present an efficient algorithm for substructure search in combinatorial libraries defined by synthons, i.e., substructures with connection points. Our method improves on existing approaches by introducing powerful heuristics and fast fingerprint screening to quickly eliminate branches of nonmatching combinations of synthons. With this, we achieve typical response times of a few seconds on a standard desktop computer for searches in large combinatorial libraries like the Enamine REAL Space. We published the Java source as part of the OpenChemLib under the BSD license, and we implemented tools to enable substructure search in custom combinatorial libraries.


Subject(s)
Algorithms , Combinatorial Chemistry Techniques , Gene Library
15.
Int J Mol Sci ; 24(7)2023 Apr 01.
Article in English | MEDLINE | ID: mdl-37047554

ABSTRACT

Multicomponent reactions (MCRs) have emerged as a powerful strategy in synthetic organic chemistry due to their widespread applications in drug discovery and development. MCRs are flexible transformations in which three or more substrates react to form structurally complex products with high atomic efficiency. They are being increasingly appreciated as a highly exploratory and evolutionary tool by the medicinal chemistry community, opening the door to more sustainable, cost-effective and rapid synthesis of biologically active molecules. In recent years, MCR-based synthetic strategies have found extensive application in the field of drug discovery, and several anticancer drugs have been synthesized through MCRs. In this review, we present an overview of representative and recent literature examples documenting different approaches and applications of MCRs in the development of new anticancer drugs.


Subject(s)
Antineoplastic Agents , Drug Discovery , Cost-Benefit Analysis , Combinatorial Chemistry Techniques , Chemistry, Organic , Antineoplastic Agents/therapeutic use
16.
Chemistry ; 29(40): e202300825, 2023 Jul 14.
Article in English | MEDLINE | ID: mdl-37079480

ABSTRACT

Targeting RNA with small molecules is a major challenge of current medicinal chemistry, and the identification and design of original scaffolds able to selectively interact with an RNA target remains difficult. Various approaches have been developed based on classical medicinal chemistry strategies (fragment-based drug design, dynamic combinatorial chemistry, HTS or DNA-encoded libraries) as well as on advanced structural biology and biochemistry methodologies (such as X-ray, cryo-EM, NMR, or SHAPE). Here, we report the de novo design, synthesis, and biological evaluation of RNA ligands by using a straightforward and sustainable chemistry combined with molecular docking and biochemical and biophysical studies that allowed us to identify a novel pharmacophore for RNA binding. Specifically, we focused on targeting the biogenesis of microRNA-21, the well-known oncogene. This led us not only to promising inhibitors but also to a better understanding of the interactions between the small-molecule compounds and the RNA target paving the way for the rational design of efficient inhibitors with potential anticancer activity.


Subject(s)
Drug Design , MicroRNAs , Molecular Docking Simulation , Combinatorial Chemistry Techniques , Ligands
17.
Science ; 379(6628): 195-201, 2023 01 13.
Article in English | MEDLINE | ID: mdl-36634164

ABSTRACT

The design of structurally diverse enzymes is constrained by long-range interactions that are necessary for accurate folding. We introduce an atomistic and machine learning strategy for the combinatorial assembly and design of enzymes (CADENZ) to design fragments that combine with one another to generate diverse, low-energy structures with stable catalytic constellations. We applied CADENZ to endoxylanases and used activity-based protein profiling to recover thousands of structurally diverse enzymes. Functional designs exhibit high active-site preorganization and more stable and compact packing outside the active site. Implementing these lessons into CADENZ led to a 10-fold improved hit rate and more than 10,000 recovered enzymes. This design-test-learn loop can be applied, in principle, to any modular protein family, yielding huge diversity and general lessons on protein design principles.


Subject(s)
Combinatorial Chemistry Techniques , Endo-1,4-beta Xylanases , Protein Engineering , Catalysis , Catalytic Domain , Protein Engineering/methods , Endo-1,4-beta Xylanases/chemistry
18.
J Comput Aided Mol Des ; 37(1): 1-16, 2023 01.
Article in English | MEDLINE | ID: mdl-36418668

ABSTRACT

Fragment spaces are an efficient way to model large chemical spaces using a handful of small fragments and a few connection rules. The development of Enamine's REAL Space has shown that large spaces of readily available compounds may be created this way. These are several orders of magnitude larger than previous libraries. So far, searching and navigating these spaces is mostly limited to topological approaches. A way to overcome this limitation is optimization via metaheuristics which can be combined with arbitrary scoring functions. Here we present Galileo, a novel Genetic Algorithm to sample fragment spaces. We showcase Galileo in combination with a novel pharmacophore mapping approach, called Phariety, enabling 3D searches in fragment spaces. We estimate the effectiveness of the approach with a small fragment space. Furthermore, we apply Galileo to two pharmacophore searches in the REAL Space, detecting hundreds of compounds fulfilling a HSP90 and a FXIa pharmacophore.


Subject(s)
Drug Design , Pharmacophore , Combinatorial Chemistry Techniques
19.
Angew Chem Int Ed Engl ; 62(9): e202215542, 2023 02 20.
Article in English | MEDLINE | ID: mdl-36458812

ABSTRACT

DNA-encoded library (DEL) technologies are transforming the drug discovery process, enabling the identification of ligands at unprecedented speed and scale. DEL makes use of libraries that are orders of magnitude larger than traditional high-throughput screens. While a DNA tag alludes to a genotype-phenotype connection that is exploitable for molecular evolution, most of the work in the field is performed with libraries where the tag serves as an amplifiable barcode but does not allow "translation" into the synthetic product it is linked to. In this Review, we cover technologies that enable the "translation" of the genetic tag into synthetic molecules, both biochemically and chemically, and explore how it can be used to harness Darwinian evolutionary pressure.


Subject(s)
DNA , Small Molecule Libraries , DNA/genetics , DNA/chemistry , Small Molecule Libraries/chemistry , Drug Discovery , Ligands , Combinatorial Chemistry Techniques
20.
J Asian Nat Prod Res ; 25(2): 171-190, 2023 Feb.
Article in English | MEDLINE | ID: mdl-35435779

ABSTRACT

Secondary metabolites are a group of natural products that produced by bacteria, fungi and plants. Many applications of these compounds from medicine to industry have been discovered. However, some changes in their structure and biosynthesis mechanism are necessary for their properties to be more suitable and also for their production to be profitable. The main and most useful method to achieve this goal is combinatorial biosynthesis. This technique uses the multi-unit essence of the secondary metabolites biosynthetic enzymes to make changes in their order, structure and also the organism that produces them.


Subject(s)
Bacteria , Biological Products , Biological Products/chemistry , Combinatorial Chemistry Techniques
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