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2.
Autophagy ; 18(7): 1486-1502, 2022 07.
Article En | MEDLINE | ID: mdl-34740308

The ubiquitin-proteasome system (UPS) and macroautophagy/autophagy are the main proteolytic systems in eukaryotic cells for preserving protein homeostasis, i.e., proteostasis. By facilitating the timely destruction of aberrant proteins, these complementary pathways keep the intracellular environment free of inherently toxic protein aggregates. Chemical interference with the UPS or autophagy has emerged as a viable strategy for therapeutically targeting malignant cells which, owing to their hyperactive state, heavily rely on the sanitizing activity of these proteolytic systems. Here, we report on the discovery of CBK79, a novel compound that impairs both protein degradation by the UPS and autophagy. While CBK79 was identified in a high-content screen for drug-like molecules that inhibit the UPS, subsequent analysis revealed that this compound also compromises autophagic degradation of long-lived proteins. We show that CBK79 induces non-canonical lipidation of MAP1LC3B/LC3B (microtubule-associated protein 1 light chain 3 beta) that requires ATG16L1 but is independent of the ULK1 (unc-51 like autophagy activating kinase 1) and class III phosphatidylinositol 3-kinase (PtdIns3K) complexes. Thermal preconditioning of cells prevented CBK79-induced UPS impairment but failed to restore autophagy, indicating that activation of stress responses does not allow cells to bypass the inhibitory effect of CBK79 on autophagy. The identification of a small molecule that simultaneously impairs the two main proteolytic systems for protein quality control provides a starting point for the development of a novel class of proteostasis-targeting drugs.


Proteasome Endopeptidase Complex , Ubiquitin , Autophagy , Proteasome Endopeptidase Complex/metabolism , Proteolysis , Ubiquitin/metabolism
3.
Cell Death Dis ; 12(10): 914, 2021 10 06.
Article En | MEDLINE | ID: mdl-34615851

Malignant cells display an increased sensitivity towards drugs that reduce the function of the ubiquitin-proteasome system (UPS), which is the primary proteolytic system for destruction of aberrant proteins. Here, we report on the discovery of the bioactivatable compound CBK77, which causes an irreversible collapse of the UPS, accompanied by a general accumulation of ubiquitylated proteins and caspase-dependent cell death. CBK77 caused accumulation of ubiquitin-dependent, but not ubiquitin-independent, reporter substrates of the UPS, suggesting a selective effect on ubiquitin-dependent proteolysis. In a genome-wide CRISPR interference screen, we identified the redox enzyme NAD(P)H:quinone oxidoreductase 1 (NQO1) as a critical mediator of CBK77 activity, and further demonstrated its role as the compound bioactivator. Through affinity-based proteomics, we found that CBK77 covalently interacts with ubiquitin. In vitro experiments showed that CBK77-treated ubiquitin conjugates were less susceptible to disassembly by deubiquitylating enzymes. In vivo efficacy of CBK77 was validated by reduced growth of NQO1-proficient human adenocarcinoma cells in nude mice treated with CBK77. This first-in-class NQO1-activatable UPS inhibitor suggests that it may be possible to exploit the intracellular environment in malignant cells for leveraging the impact of compounds that impair the UPS.


NAD(P)H Dehydrogenase (Quinone)/metabolism , Proteasome Endopeptidase Complex/metabolism , Ubiquitin/antagonists & inhibitors , Animals , Caspases/metabolism , Cell Death/drug effects , Cell Line, Tumor , Deubiquitinating Enzymes/metabolism , Female , High-Throughput Screening Assays , Humans , Mice, Nude , Phenotype , Proteasome Inhibitors/chemistry , Proteasome Inhibitors/pharmacology , Recombinant Proteins/metabolism , Small Molecule Libraries/pharmacology , Substrate Specificity/drug effects , Ubiquitin/metabolism , Xenograft Model Antitumor Assays
4.
Front Chem ; 8: 443, 2020.
Article En | MEDLINE | ID: mdl-32548091

Computational chemistry has now been widely accepted as a useful tool for shortening lead times in early drug discovery. When selecting new potential drug targets, it is important to assess the likelihood of finding suitable starting points for lead generation before pursuing costly high-throughput screening campaigns. By exploiting available high-resolution crystal structures, an in silico druggability assessment can facilitate the decision of whether, and in cases where several protein family members exist, which of these to pursue experimentally. Many of the algorithms and software suites commonly applied for in silico druggability assessment are complex, technically challenging and not always user-friendly. Here we applied the intuitive open access servers of DoGSite, FTMap and CryptoSite to comprehensively predict ligand binding pockets, druggability scores and conformationally active regions of the NUDIX protein family. In parallel we analyzed potential ligand binding sites, their druggability and pocket parameter using Schrödinger's SiteMap. Then an in silico docking cascade of a subset of the ZINC FragNow library using the Glide docking program was performed to assess identified pockets for large-scale small-molecule binding. Subsequently, this initial dual ranking of druggable sites within the NUDIX protein family was benchmarked against experimental hit rates obtained both in-house and by others from traditional biochemical and fragment screening campaigns. The observed correlation suggests that the presented user-friendly workflow of a dual parallel in silico druggability assessment is applicable as a standalone method for decision on target prioritization and exclusion in future screening campaigns.

5.
Nat Commun ; 11(1): 1308, 2020 03 11.
Article En | MEDLINE | ID: mdl-32161261

Cancer chemotherapy targeting frequent loss of heterozygosity events is an attractive concept, since tumor cells may lack enzymatic activities present in normal constitutional cells. To find exploitable targets, we map prevalent genetic polymorphisms to protein structures and identify 45 nsSNVs (non-synonymous small nucleotide variations) near the catalytic sites of 17 enzymes frequently lost in cancer. For proof of concept, we select the gastrointestinal drug metabolic enzyme NAT2 at 8p22, which is frequently lost in colorectal cancers and has a common variant with 10-fold reduced activity. Small molecule screening results in a cytotoxic kinase inhibitor that impairs growth of cells with slow NAT2 and decreases the growth of tumors with slow NAT2 by half as compared to those with wild-type NAT2. Most of the patient-derived CRC cells expressing slow NAT2 also show sensitivity to 6-(4-aminophenyl)-N-(3,4,5-trimethoxyphenyl)pyrazin-2-amine (APA) treatment. These findings indicate that the therapeutic index of anti-cancer drugs can be altered by bystander mutations affecting drug metabolic genes.


Antineoplastic Agents/pharmacology , Arylamine N-Acetyltransferase/genetics , Colorectal Neoplasms/drug therapy , Loss of Heterozygosity , Protein Kinase Inhibitors/pharmacology , Alleles , Animals , Antineoplastic Agents/therapeutic use , Arylamine N-Acetyltransferase/metabolism , Bystander Effect/genetics , Case-Control Studies , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Dose-Response Relationship, Drug , Female , HCT116 Cells , Humans , Isoenzymes/metabolism , Mice , Mice, Nude , Polymorphism, Genetic , Protein Kinase Inhibitors/therapeutic use , Small Molecule Libraries , Xenograft Model Antitumor Assays
6.
J Med Chem ; 63(8): 3915-3934, 2020 04 23.
Article En | MEDLINE | ID: mdl-32212728

Human dihydroorotate dehydrogenase (DHODH), an enzyme in the de novo pyrimidine synthesis pathway, is a target for the treatment of rheumatoid arthritis and multiple sclerosis and is re-emerging as an attractive target for cancer therapy. Here we describe the optimization of recently identified tetrahydroindazoles (HZ) as DHODH inhibitors. Several of the HZ analogues synthesized in this study are highly potent inhibitors of DHODH in an enzymatic assay, while also inhibiting cancer cell growth and viability and activating p53-dependent transcription factor activity in a reporter cell assay. Furthermore, we demonstrate the specificity of the compounds toward the de novo pyrimidine synthesis pathway through supplementation with an excess of uridine. We also show that induction of the DNA damage marker γ-H2AX after DHODH inhibition is preventable by cotreatment with the pan-caspase inhibitor Z-VAD-FMK. Additional solubility and in vitro metabolic stability profiling revealed compound 51 as a favorable candidate for preclinical efficacy studies.


Enzyme Inhibitors/chemistry , Enzyme Inhibitors/metabolism , Indazoles/chemistry , Indazoles/metabolism , Oxidoreductases Acting on CH-CH Group Donors/antagonists & inhibitors , Oxidoreductases Acting on CH-CH Group Donors/metabolism , Animals , Cell Survival/drug effects , Cell Survival/physiology , Dihydroorotate Dehydrogenase , Dose-Response Relationship, Drug , Drug Evaluation, Preclinical/methods , Enzyme Inhibitors/pharmacology , Female , Humans , Indazoles/pharmacology , Mice , Microsomes, Liver/drug effects , Microsomes, Liver/metabolism
8.
Nat Commun ; 9(1): 2071, 2018 05 22.
Article En | MEDLINE | ID: mdl-29789663

The original PDF version of this Article listed the authors as "Marcus J.G.W. Ladds," where it should have read "Marcus J. G. W. Ladds, Ingeborg M. M. van Leeuwen, Catherine J. Drummond et al.#".Also in the PDF version, it was incorrectly stated that "Correspondence and requests for materials should be addressed to S. Lín.", instead of the correct "Correspondence and requests for materials should be addressed to S. Laín."This has been corrected in the PDF version of the Article. The HTML version was correct from the time of publication.

9.
Chem Biol Drug Des ; 92(1): 1255-1271, 2018 07.
Article En | MEDLINE | ID: mdl-29500863

Tartrate-resistant acid phosphatase (TRAP/ACP5) occurs as two isoforms-TRAP 5a with low enzymatic activity due to a loop interacting with the active site and the more active TRAP isoform 5b generated upon proteolytic cleavage of this loop. TRAP has been implicated in several diseases, including cancer. Thus, this study set out to identify small-molecule inhibitors of TRAP activity. A microplate-based enzymatic assay for TRAP 5b was applied in a screen of 30,315 compounds, resulting in the identification of 90 primary hits. After removal of promiscuous compounds, unwanted groups, and false positives by orthogonal assays and three-concentration validation, the properties of 52 compounds were further investigated to better understand their mechanism of action. Full-concentration-response curves for these compounds were established under different enzyme concentrations and (pre)incubation times to remove compounds with inconsistent results and low potencies. Full-concentration-response curves were also performed for both isoforms, to examine isoform prevalence. Filtering led to six prioritized compounds, representing different clusters. One of these, CBK289001 or (6S)-6-[3-(2H-1,3-benzodioxol-5-yl)-1,2,4-oxadiazol-5-yl]-N-(propan-2-yl)-1H,4H,5H,6H,7H-imidazo[4,5-c]pyridine-5-carboxamide, demonstrated efficacy in a migration assay and IC50 values from 4 to 125 µm. Molecular docking studies and analog testing were performed around CBK289001 to provide openings for further improvement toward more potent blockers of TRAP activity.


Enzyme Inhibitors/chemistry , Small Molecule Libraries/chemistry , Tartrate-Resistant Acid Phosphatase/antagonists & inhibitors , Binding Sites , Catalytic Domain , Cell Line, Tumor , Cell Movement/drug effects , Enzyme Inhibitors/metabolism , Enzyme Inhibitors/pharmacology , Humans , Isoenzymes/antagonists & inhibitors , Isoenzymes/metabolism , Molecular Docking Simulation , Recombinant Proteins/biosynthesis , Recombinant Proteins/chemistry , Recombinant Proteins/isolation & purification , Small Molecule Libraries/metabolism , Small Molecule Libraries/pharmacology , Tartrate-Resistant Acid Phosphatase/genetics , Tartrate-Resistant Acid Phosphatase/metabolism
10.
Nat Commun ; 9(1): 1107, 2018 03 16.
Article En | MEDLINE | ID: mdl-29549331

The development of non-genotoxic therapies that activate wild-type p53 in tumors is of great interest since the discovery of p53 as a tumor suppressor. Here we report the identification of over 100 small-molecules activating p53 in cells. We elucidate the mechanism of action of a chiral tetrahydroindazole (HZ00), and through target deconvolution, we deduce that its active enantiomer (R)-HZ00, inhibits dihydroorotate dehydrogenase (DHODH). The chiral specificity of HZ05, a more potent analog, is revealed by the crystal structure of the (R)-HZ05/DHODH complex. Twelve other DHODH inhibitor chemotypes are detailed among the p53 activators, which identifies DHODH as a frequent target for structurally diverse compounds. We observe that HZ compounds accumulate cancer cells in S-phase, increase p53 synthesis, and synergize with an inhibitor of p53 degradation to reduce tumor growth in vivo. We, therefore, propose a strategy to promote cancer cell killing by p53 instead of its reversible cell cycle arresting effect.


Antineoplastic Agents/pharmacology , Enzyme Inhibitors/pharmacology , Indazoles/pharmacology , Neoplasms/metabolism , Oxidoreductases Acting on CH-CH Group Donors/antagonists & inhibitors , Tumor Suppressor Protein p53/metabolism , Cell Cycle/drug effects , Cell Line, Tumor , Cell Proliferation/drug effects , Dihydroorotate Dehydrogenase , Humans , Neoplasms/drug therapy , Neoplasms/enzymology , Neoplasms/genetics , Oxidoreductases Acting on CH-CH Group Donors/chemistry , Oxidoreductases Acting on CH-CH Group Donors/genetics , Oxidoreductases Acting on CH-CH Group Donors/metabolism , Proteolysis/drug effects , Tumor Suppressor Protein p53/genetics
11.
Nat Commun ; 9(1): 250, 2018 01 17.
Article En | MEDLINE | ID: mdl-29343827

With a diverse network of substrates, NUDIX hydrolases have emerged as a key family of nucleotide-metabolizing enzymes. NUDT5 (also called NUDIX5) has been implicated in ADP-ribose and 8-oxo-guanine metabolism and was recently identified as a rheostat of hormone-dependent gene regulation and proliferation in breast cancer cells. Here, we further elucidate the physiological relevance of known NUDT5 substrates and underscore the biological requirement for NUDT5 in gene regulation and proliferation of breast cancer cells. We confirm the involvement of NUDT5 in ADP-ribose metabolism and dissociate a relationship to oxidized nucleotide sanitation. Furthermore, we identify potent NUDT5 inhibitors, which are optimized to promote maximal NUDT5 cellular target engagement by CETSA. Lead compound, TH5427, blocks progestin-dependent, PAR-derived nuclear ATP synthesis and subsequent chromatin remodeling, gene regulation and proliferation in breast cancer cells. We herein present TH5427 as a promising, targeted inhibitor that can be used to further study NUDT5 activity and ADP-ribose metabolism.


Enzyme Inhibitors/pharmacology , Progestins/metabolism , Pyrophosphatases/antagonists & inhibitors , Signal Transduction/drug effects , Adenosine Diphosphate Ribose/metabolism , Adenosine Triphosphate/metabolism , Breast Neoplasms/genetics , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Cell Line, Tumor , Cell Nucleus/drug effects , Cell Nucleus/metabolism , Cell Proliferation/drug effects , Cell Proliferation/genetics , Enzyme Inhibitors/chemistry , Enzyme Inhibitors/metabolism , Female , HL-60 Cells , Humans , Molecular Structure , Pyrophosphatases/genetics , Pyrophosphatases/metabolism , RNA Interference , Substrate Specificity
12.
Cell Chem Biol ; 25(2): 224-229.e2, 2018 02 15.
Article En | MEDLINE | ID: mdl-29276046

Knowledge of the full target space of bioactive substances, approved and investigational drugs as well as chemical probes, provides important insights into therapeutic potential and possible adverse effects. The existing compound-target bioactivity data resources are often incomparable due to non-standardized and heterogeneous assay types and variability in endpoint measurements. To extract higher value from the existing and future compound target-profiling data, we implemented an open-data web platform, named Drug Target Commons (DTC), which features tools for crowd-sourced compound-target bioactivity data annotation, standardization, curation, and intra-resource integration. We demonstrate the unique value of DTC with several examples related to both drug discovery and drug repurposing applications and invite researchers to join this community effort to increase the reuse and extension of compound bioactivity data.


Consensus , Knowledge Bases , Drug Discovery , Drug Interactions , Drug Repositioning , Humans , Pharmaceutical Preparations
13.
BMC Biol ; 15(1): 88, 2017 09 29.
Article En | MEDLINE | ID: mdl-28962619

BACKGROUND: Mate finding and recognition in animals evolves during niche adaptation and involves social signals and habitat cues. Drosophila melanogaster and related species are known to be attracted to fermenting fruit for feeding and egg-laying, which poses the question of whether species-specific fly odours contribute to long-range premating communication. RESULTS: We have discovered an olfactory channel in D. melanogaster with a dual affinity to sex and food odorants. Female flies release a pheromone, (Z)-4-undecenal (Z4-11Al), that elicits flight attraction in both sexes. Its biosynthetic precursor is the cuticular hydrocarbon (Z,Z)-7,11-heptacosadiene (7,11-HD), which is known to afford reproductive isolation between the sibling species D. melanogaster and D. simulans during courtship. Twin olfactory receptors, Or69aB and Or69aA, are tuned to Z4-11Al and food odorants, respectively. They are co-expressed in the same olfactory sensory neurons, and feed into a neural circuit mediating species-specific, long-range communication; however, the close relative D. simulans, which shares food resources with D. melanogaster, does not respond to Z4-11Al. CONCLUSION: The Or69aA and Or69aB isoforms have adopted dual olfactory traits. The underlying gene yields a collaboration between natural and sexual selection, which has the potential to drive speciation.


Animal Communication , Chemotaxis , Drosophila melanogaster/physiology , Olfactory Receptor Neurons/physiology , Pheromones/physiology , Receptors, Odorant/physiology , Alkadienes/metabolism , Animals , Female , Sex Attractants/physiology , Species Specificity
14.
Org Biomol Chem ; 15(21): 4644-4654, 2017 May 31.
Article En | MEDLINE | ID: mdl-28513744

A high-affinity polypeptide conjugate 4-C25L22-DQ, has been developed for the molecular recognition of the human C-reactive protein, CRP, a well-known inflammation biomarker. CRP is one of the most frequently quantified targets in diagnostic applications and a target in drug development. With the exception of antibodies, most molecular constructs take advantage of the known affinity for CRP of phosphocholine that depends on Ca2+ for its ability to bind. 4-C25L22-DQ which is unrelated to phosphocholine binds in the absence of Ca2+ with a dissociation constant of 760 nM, an order of magnitude lower than that of phosphocholine, the KD of which is 5 µM. The small organic molecule 2-oxo-1,2-dihydroquinoline-8-carboxylic acid (DQ) was designed based on the structural similarities between three hits from a set of compounds selected from a building block collection and evaluated with regards to affinity for CRP by NMR spectroscopy. 4-C25L22-DQ was shown in a competition experiment to bind CRP three orders of magnitude more strongly than DQ itself, and in a pull-down experiment 4-C25L22-DQ was shown to extract CRP from human serum. The development of a robust and phosphocholine-independent recognition element provides unprecedented opportunities in bioanalytical applications in vivo and in vitro under conditions where the concentration of Ca2+ ions is low, or where Ca2+ binding agents such as EDTA or heparin are needed to prevent blood coagulation. The identification from a compound library of a small organic molecule and its conjugation to a small set of polypeptides, none of which were previously known to bind CRP, illustrates a convenient and general route to selective high-affinity binders for proteins with dissociation constants in the µM to nM range for which no small molecule ligands are known.


C-Reactive Protein/metabolism , Phosphorylcholine/metabolism , Amino Acid Sequence , C-Reactive Protein/chemistry , Drug Design , Humans , Models, Molecular , Protein Conformation
15.
Oncotarget ; 8(14): 23713-23726, 2017 Apr 04.
Article En | MEDLINE | ID: mdl-28423595

The antimetabolite 5-Fluorouracil (5-FU) is used in the treatment of various forms of cancer and has a complex mode of action. Despite 6 decades in clinical application the contribution of 5-FdUTP and dUTP [(5-F)dUTP] and 5-FUTP misincorporation into DNA and RNA respectively, for 5-FU-induced toxicity is still under debate.This study investigates DNA replication defects induced by 5-FU treatment and how (5-F)dUTP accumulation contributes to this effect. We reveal that 5-FU treatment leads to extensive problems in DNA replication fork progression, causing accumulation of cells in S-phase, DNA damage and ultimately cell death. Interestingly, these effects can be reinforced by either depletion or inhibition of the deoxyuridine triphosphatase (dUTPase, also known as DUT), highlighting the importance of (5-F)dUTP accumulation for cytotoxicity.With this study, we not only extend the current understanding of the mechanism of action of 5-FU, but also contribute to the characterization of dUTPase inhibitors. We demonstrate that pharmacological inhibition of dUTPase is a promising approach that may improve the efficacy of 5-FU treatment in the clinic.


Antineoplastic Combined Chemotherapy Protocols/pharmacology , DNA Replication/drug effects , Enzyme Inhibitors/pharmacology , Fluorouracil/pharmacology , Neoplasms/drug therapy , Pyrophosphatases/antagonists & inhibitors , Antimetabolites, Antineoplastic/administration & dosage , Antimetabolites, Antineoplastic/pharmacology , Cell Line, Tumor , Drug Synergism , Enzyme Inhibitors/administration & dosage , Fluorouracil/administration & dosage , HeLa Cells , Humans , Neoplasms/enzymology , Neoplasms/genetics
17.
Cancer Res ; 77(7): 1741-1752, 2017 04 01.
Article En | MEDLINE | ID: mdl-28087597

Glioma-initiating cells (GIC) are considered the underlying cause of recurrences of aggressive glioblastomas, replenishing the tumor population and undermining the efficacy of conventional chemotherapy. Here we report the discovery that inhibiting T-type voltage-gated Ca2+ and KCa channels can effectively induce selective cell death of GIC and increase host survival in an orthotopic mouse model of human glioma. At present, the precise cellular pathways affected by the drugs affecting these channels are unknown. However, using cell-based assays and integrated proteomics, phosphoproteomics, and transcriptomics analyses, we identified the downstream signaling events these drugs affect. Changes in plasma membrane depolarization and elevated intracellular Na+, which compromised Na+-dependent nutrient transport, were documented. Deficits in nutrient deficit acted in turn to trigger the unfolded protein response and the amino acid response, leading ultimately to nutrient starvation and GIC cell death. Our results suggest new therapeutic targets to attack aggressive gliomas. Cancer Res; 77(7); 1741-52. ©2017 AACR.


Amino Acids/metabolism , Brain Neoplasms/drug therapy , Calcium Channel Blockers/pharmacology , Calcium Channels, T-Type/physiology , Glioma/drug therapy , Potassium Channels, Calcium-Activated/antagonists & inhibitors , Unfolded Protein Response/drug effects , Animals , Biological Transport , Brain Neoplasms/metabolism , Brain Neoplasms/pathology , Cell Death , Cell Line, Tumor , Dihydropyridines/pharmacology , Glioma/metabolism , Glioma/pathology , Humans , Mice , Mycotoxins/pharmacology , Neoplastic Stem Cells/pathology , Proteomics , Sodium/metabolism
18.
J Med Chem ; 59(14): 6848-59, 2016 07 28.
Article En | MEDLINE | ID: mdl-27379713

Cysteine is an important amino acid in the redox defense of Mycobacterium tuberculosis, primarily as a building block of mycothiol. Genetic studies have implicated de novo cysteine biosynthesis in pathogen survival in infected macrophages, in particular for persistent M. tuberculosis. Here, we report on the identification and characterization of potent inhibitors of CysM, a critical enzyme in cysteine biosynthesis during dormancy. A screening campaign of 17 312 compounds identified ligands that bind to the active site with micromolar affinity. These were characterized in terms of their inhibitory potencies and structure-activity relationships through hit expansion guided by three-dimensional structures of enzyme-inhibitor complexes. The top compound binds to CysM with 300 nM affinity and displays selectivity over the mycobacterial homologues CysK1 and CysK2. Notably, two inhibitors show significant potency in a nutrient-starvation model of dormancy of Mycobacterium tuberculosis, with little or no cytotoxicity toward mammalian cells.


Anti-Bacterial Agents/pharmacology , Cysteine Synthase/antagonists & inhibitors , Enzyme Inhibitors/pharmacology , Mycobacterium tuberculosis/drug effects , Animals , Anti-Bacterial Agents/chemical synthesis , Anti-Bacterial Agents/chemistry , Cell Line , Cysteine Synthase/metabolism , Dose-Response Relationship, Drug , Enzyme Inhibitors/chemical synthesis , Enzyme Inhibitors/chemistry , Humans , Mice , Microbial Sensitivity Tests , Models, Molecular , Molecular Structure , Mycobacterium tuberculosis/enzymology , Structure-Activity Relationship
19.
ChemMedChem ; 9(10): 2309-26, 2014 Oct.
Article En | MEDLINE | ID: mdl-25044981

This work describes a collaborative effort to define and apply a protocol for the rational selection of a general-purpose screening library, to be used by the screening platforms affiliated with the EU-OPENSCREEN initiative. It is designed as a standard source of compounds for primary screening against novel biological targets, at the request of research partners. Given the general nature of the potential applications of this compound collection, the focus of the selection strategy lies on ensuring chemical stability, absence of reactive compounds, screening-compliant physicochemical properties, loose compliance to drug-likeness criteria (as drug design is a major, but not exclusive application), and maximal diversity/coverage of chemical space, aimed at providing hits for a wide spectrum of drugable targets. Finally, practical availability/cost issues cannot be avoided. The main goal of this publication is to inform potential future users of this library about its conception, sources, and characteristics. The outline of the selection procedure, notably of the filtering rules designed by a large committee of European medicinal chemists and chemoinformaticians, may be of general methodological interest for the screening/medicinal chemistry community. The selection task of 200K molecules out of a pre-filtered set of 1.4M candidates was shared by five independent European research groups, each picking a subset of 40K compounds according to their own in-house methodology and expertise. An in-depth analysis of chemical space coverage of the library serves not only to characterize the collection, but also to compare the various chemoinformatics-driven selection procedures of maximal diversity sets. Compound selections contributed by various participating groups were mapped onto general-purpose self-organizing maps (SOMs) built on the basis of marketed drugs and bioactive reference molecules. In this way, the occupancy of chemical space by the EU-OPENSCREEN library could be directly compared with distributions of known bioactives of various classes. This mapping highlights the relevance of the selection and shows how the consensus reached by merging the five different 40K selections contributes to achieve this relevance. The approach also allows one to readily identify subsets of target- or target-class-oriented compounds from the EU-OPENSCREEN library to suit the needs of the diverse range of potential users. The final EU-OPENSCREEN library, assembled by merging five independent selections of 40K compounds from various expert groups, represents an excellent example of a Europe-wide collaborative effort toward the common objective of building best-in-class European open screening platforms.


Drug Evaluation, Preclinical , European Union
20.
Cancer Immunol Immunother ; 63(6): 627-41, 2014 Jun.
Article En | MEDLINE | ID: mdl-24682538

Natural killer (NK) cells mediate defense against neoplastic as well as infected cells. Yet, how their effector functions are affected by the large variety of pharmacological compounds commonly in use has not been investigated systematically. Here, we screened 1,200 in-use or previously approved drugs for their biological effect on freshly isolated human peripheral blood-derived NK cells. Mimicking antibody-dependent cellular cytotoxicity (ADCC), known to be important in antibody-based immunotherapies against, e.g., human malignancies, the cells were stimulated by Fc-receptor (CD16) engagement. Cellular responses were assessed by flow cytometry. Fifty-six compounds that significantly inhibited and twelve that enhanced one or more of the readouts of adhesion, exocytosis, and chemokine production were identified and confirmed as hits. Among the confirmed inhibitors, 80 % could be assigned to one of seven major pharmacological classes. These classes were ß2-adrenergic agonists, prostaglandins, phosphodiesterase-4 inhibitors, Ca(2+)-channel blockers, histamine H1-receptor antagonists, serotonin/dopamine receptor antagonists, and topoisomerase inhibitors that displayed distinct inhibitory patterns on NK cell responses. Among observed enhancers, interestingly, two ergosterol synthesis inhibitors were identified that specifically promoted exocytosis. In summary, these results provide a comprehensive knowledge base of the effect known drugs have on NK cells. More specifically, they provide an overview of drugs that may modulate NK cell-mediated ADCC in the context of clinical immunotherapies.


Antibodies, Monoclonal/pharmacology , Antibody-Dependent Cell Cytotoxicity/immunology , Immunologic Factors/pharmacology , Killer Cells, Natural/immunology , Pharmaceutical Preparations/metabolism , Receptors, Fc/immunology , Cytotoxicity, Immunologic/immunology , Flow Cytometry , High-Throughput Screening Assays , Humans , Immunity, Cellular , Lymphocyte Activation , Pharmaceutical Preparations/analysis
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