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1.
Adv Gerontol ; 36(4): 555-568, 2023.
Article Ru | MEDLINE | ID: mdl-38010185

Aging-related disorders of tissue homeostasis may lead to excessive cell proliferation in the form of cancer and to extracellular matrix expansion in the form of fibroses. Death rates attributed to both of the conditions are decreased, according to epidemiological evidence, upon increased dietary intakes of polyphenols, including flavonoids, stilbenes, lignans, and curcuminoids. That is, polyphenols, although they have very different structures, unidirectionally influence the two opposite sides of balance in tissue homeostasis: the cells, which are able, and the extracellular matrix, which is unable to proliferate. The common features of fibroses and cancer are the transformation of fibroblasts into myofibroblasts (MF) and the epithelial- and endothelial-to-mesenchymal transitions (EMT and EndMT), which shift cell proportions in tissues toward MF. The increased ability of MF to produce collagen promotes fibroses in non-cancerous tissues, and EMT and EndMT enhance cancer progression. These processes are influenced by not polyphenols themselves due to their interactions with different sterically suitable targets, but by polyphenol oxidation products, which are all highly electrophilic. By binding to the SH-groups of the KEAP1 protein complexed with the NRF2 protein, they release NRF2, which is generally known as a transcription factor involved in activating the genes implicated in cell antioxidant defenses. In the present review, attention is drawn to the published data about NRF2 ability to attenuate TGFß1 signaling, which promotes fibroblasts conversion into MF and enhances EMP and EndMP, that is increases the phenotypic instability of cells. Thus, the anticarcinogenic and antifibrotic effects of polyphenols may both involve cell phenotype stabilization, which may contribute to the geroprotector effects of polyphenols.


Neoplasms , Polyphenols , Humans , Polyphenols/pharmacology , Kelch-Like ECH-Associated Protein 1/metabolism , NF-E2-Related Factor 2/chemistry , NF-E2-Related Factor 2/genetics , NF-E2-Related Factor 2/metabolism , Fibrosis , Homeostasis
2.
Drug Discov Today ; 28(12): 103800, 2023 Dec.
Article En | MEDLINE | ID: mdl-37852355

Kelch-like ECH-associated protein 1 (Keap1) is a drug target for diseases involving oxidative stress and inflammation. There are three covalent Keap1-binding drugs on the market, but noncovalent compounds that inhibit the interaction between Keap1 and nuclear factor erythroid 2-related factor 2 (Nrf2) represent an attractive alternative. Both compound types prevent degradation of Nrf2, leading to the expression of antioxidant and antiinflammatory proteins. However, their off-target profiles differ as do their exact pharmacodynamic effects. Here, we discuss the opportunities and challenges of targeting Keap1 with covalent versus noncovalent inhibitors. We then provide a comprehensive overview of current noncovalent Keap1-Nrf2 inhibitors, with a focus on their pharmacological effects, to examine the therapeutic potential for this compound class.


NF-E2-Related Factor 2 , Oxidative Stress , Kelch-Like ECH-Associated Protein 1/chemistry , Kelch-Like ECH-Associated Protein 1/metabolism , NF-E2-Related Factor 2/chemistry , NF-E2-Related Factor 2/metabolism , NF-E2-Related Factor 2/pharmacology , Protein Binding , Antioxidants/pharmacology
3.
Chem Commun (Camb) ; 59(44): 6722-6725, 2023 May 30.
Article En | MEDLINE | ID: mdl-37191131

We combined a library of medium-sized molecules with iterative screening using multiple machine learning algorithms that were ligand-based, which resulted in a large increase of the hit rate against a protein-protein interaction target. This was demonstrated by inhibition assays using a PPI target, Kelch-like ECH-associated protein 1/nuclear factor erythroid 2-related factor 2 (Keap1/Nrf2), and a deep neural network model based on the first-round assay data showed a highest hit rate of 27.3%. Using the models, we identified novel active and non-flat compounds far from public datasets, expanding the chemical space.


Deep Learning , Kelch-Like ECH-Associated Protein 1/chemistry , NF-E2-Related Factor 2/chemistry , NF-E2-Related Factor 2/metabolism , Drug Discovery/methods , Protein Binding
4.
Int J Mol Sci ; 24(4)2023 Feb 10.
Article En | MEDLINE | ID: mdl-36835018

Investigation of RNA- and DNA-binding proteins to a defined regulatory sequence, such as an AU-rich RNA and a DNA enhancer element, is important for understanding gene regulation through their interactions. For in vitro binding studies, an electrophoretic mobility shift assay (EMSA) was widely used in the past. In line with the trend toward using non-radioactive materials in various bioassays, end-labeled biotinylated RNA and DNA oligonucleotides can be more practical probes to study protein-RNA and protein-DNA interactions; thereby, the binding complexes can be pulled down with streptavidin-conjugated resins and identified by Western blotting. However, setting up RNA and DNA pull-down assays with biotinylated probes in optimum protein binding conditions remains challenging. Here, we demonstrate the step-by step optimization of pull-down for IRP (iron-responsive-element-binding protein) with a 5'-biotinylated stem-loop IRE (iron-responsive element) RNA, HuR, and AUF1 with an AU-rich RNA element and Nrf2 binding to an antioxidant-responsive element (ARE) enhancer in the human ferritin H gene. This study was designed to address key technical questions in RNA and DNA pull-down assays: (1) how much RNA and DNA probes we should use; (2) what binding buffer and cell lysis buffer we can use; (3) how to verify the specific interaction; (4) what streptavidin resin (agarose or magnetic beads) works; and (5) what Western blotting results we can expect from varying to optimum conditions. We anticipate that our optimized pull-down conditions can be applicable to other RNA- and DNA-binding proteins along with emerging non-coding small RNA-binding proteins for their in vitro characterization.


Biotinylation , Carrier Proteins , Chromatography, Affinity , DNA , RNA , Humans , Carrier Proteins/chemistry , DNA/chemistry , Iron/metabolism , Iron Regulatory Protein 1/chemistry , Iron Regulatory Protein 2/chemistry , NF-E2-Related Factor 2/chemistry , RNA/chemistry , Streptavidin/metabolism , Chromatography, Affinity/methods
5.
Mol Divers ; 27(1): 341-356, 2023 Feb.
Article En | MEDLINE | ID: mdl-35467270

The Keap1-Nrf2 [Kelch-like ECH-associated protein-1-Nuclear factor erythroid-2-related factor-2] regulatory pathway plays a vital role in the protection of cells by regulating transcription of antioxidant and detoxification genes. Andrographolide (AGP) regulates the Keap1-Nrf2 pathway by inhibiting the Keap1 protein. To identify a more potent AGP analog as a therapeutic agent against Keap1 protein, in this work, cheminformatics analysis of 237 AGP analogs was carried out. Amongst these, five AGP analogs were screened through virtual screening followed by their molecular docking analysis against Keap1 protein, which revealed greater binding affinities (binding energy = - 4.15 to - 5.59 kcal/mol) for the shortlisted AGP analogs compared to AGP (binding energy = - 4.02 kcal/mol). Pharmacophore mapping indicated 14 spatial features, including 3 hydrogen bond acceptors and 11 hydrophobic, while ADME analysis established the potential of all five analogs as orally-active drug-like candidates based on Lipinski's rule of five. We also examined the chemical reactivity of AGP and the shortlisted AGP analogs using DFT analysis, which revealed that except for one analog (AGP_A2) all are more chemically reactive than AGP. Further, molecular dynamics simulation analysis and MM/GBSA evidenced that AGP_A1 (PubchemID-123361152), AGP_A3 (PubchemID-58209855) and AGP_A4 (PubchemID-101362374) are the best drug like candidates compared to AGP and have greater potential to activate the Keap1-Nrf2 pathway by inhibiting the Keap1 protein.


Cheminformatics , Diterpenes , Kelch-Like ECH-Associated Protein 1 , NF-E2-Related Factor 2 , Kelch-Like ECH-Associated Protein 1/antagonists & inhibitors , Kelch-Like ECH-Associated Protein 1/chemistry , Molecular Docking Simulation , NF-E2-Related Factor 2/chemistry , Diterpenes/pharmacology
6.
Int J Mol Sci ; 23(4)2022 Feb 17.
Article En | MEDLINE | ID: mdl-35216330

Selenium has been extensively evaluated clinically as a chemopreventive agent with variable results depending on the type and dose of selenium used. Selenium species are now being therapeutically evaluated as modulators of drug responses rather than as directly cytotoxic agents. In addition, recent data suggest an association between selenium base-line levels in blood and survival of patients with COVID-19. The major focus of this mini review was to summarize: the pathways of selenium metabolism; the results of selenium-based chemopreventive clinical trials; the potential for using selenium metabolites as therapeutic modulators of drug responses in cancer (clear-cell renal-cell carcinoma (ccRCC) in particular); and selenium usage alone or in combination with vaccines in the treatment of patients with COVID-19. Critical therapeutic targets and the potential role of different selenium species, doses, and schedules are discussed.


COVID-19 Drug Treatment , Neoplasms/drug therapy , Selenium/therapeutic use , Animals , Antineoplastic Agents/chemistry , Antineoplastic Agents/therapeutic use , COVID-19/virology , DNA Repair/drug effects , Drug Resistance, Neoplasm/drug effects , Humans , NF-E2-Related Factor 2/chemistry , NF-E2-Related Factor 2/metabolism , SARS-CoV-2/drug effects , SARS-CoV-2/isolation & purification , Selenium/chemistry , Selenium/metabolism , Selenium/pharmacology
7.
Pharmacol Res ; 175: 106018, 2022 01.
Article En | MEDLINE | ID: mdl-34863823

The nuclear factor erythroid-derived 2-related factor 2 (NFE2L2/Nrf2) is a pivotal facilitator of cytoprotective responses against the oxidative/electrophilic insults. Upon activation, Nrf2 induces transcription of a wide range of cytoprotective genes having antioxidant response element (ARE) in their promoter region. Dysfunction in Nrf2 signaling has been linked to the pathogenesis of AD and several studies have suggested that boosting Nrf2 expression/activity by genetic or pharmacological approaches is beneficial in AD. Among the diverse mechanisms that regulate the Nrf2 signaling, miRNAs-mediated regulation of Nrf2 has gained much attention in recent years. Several miRNAs have been reported to directly repress the post-transcriptional expression of Nrf2 and thereby negatively regulate the Nrf2-dependent cellular cytoprotective response in AD. Moreover, several Nrf2 targeting miRNAs are misregulated in AD brains. This review is focused on the role of misregulated miRNAs that directly target Nrf2, in AD pathophysiology. Here, alongside a general description of functional interactions between miRNAs and Nrf2, we have reviewed the evidence indicating the possible role of these miRNAs in AD pathogenesis.


Alzheimer Disease/genetics , Alzheimer Disease/metabolism , MicroRNAs , NF-E2-Related Factor 2/metabolism , Animals , Humans , NF-E2-Related Factor 2/chemistry , Transcription, Genetic
8.
Oxid Med Cell Longev ; 2021: 9930187, 2021.
Article En | MEDLINE | ID: mdl-34745427

Ulcerative colitis (UC) is a common chronic nonspecific intestinal inflammation of unknown etiology associated with a low cure rate and a high relapse rate. Hair follicle mesenchymal stem cells (HF-MSCs) are a class of pluripotent stem cells that have differentiation potential and strong proliferation ability. Nuclear factor red system related factor (Nrf-2) is a key factor in the oxidative stress response. Dextran sulfate sodium- (DSS-) induced rat UC models closely mimic human UC in terms of symptoms and histological changes. Animals were divided into five groups, including a healthy group and UC model rats treated with normal saline, Nrf-2, HF-MSCs, or Nrf-2-expressing HF-MSC group. Based on the expression of intestinal stem cells, inflammatory factors, anti-inflammatory factors, and disease activity index scores, Nrf-2-expressing HF-MSCs had the most obvious therapeutic effect under the same treatment regimen. This study provided a new potential clinical treatment option for ulcerative colitis.


Colitis, Ulcerative/prevention & control , Dextran Sulfate/toxicity , Hair Follicle/chemistry , Mesenchymal Stem Cell Transplantation/methods , Mesenchymal Stem Cells/cytology , NF-E2-Related Factor 2/metabolism , Animals , Colitis, Ulcerative/chemically induced , Colitis, Ulcerative/metabolism , Colitis, Ulcerative/pathology , Cytokines/metabolism , Male , NF-E2-Related Factor 2/chemistry , Rats , Rats, Sprague-Dawley , Signal Transduction
9.
Commun Biol ; 4(1): 1085, 2021 09 15.
Article En | MEDLINE | ID: mdl-34526658

We present two high-throughput compatible methods to detect the interaction of ectopically expressed (RT-Bind) or endogenously tagged (EndoBind) proteins of interest. Both approaches provide temporal evaluation of dimer formation over an extended duration. Using examples of the Nrf2-KEAP1 and the CRAF-KRAS-G12V interaction, we demonstrate that our method allows for the detection of signal for more than 2 days after substrate addition, allowing for continuous monitoring of endogenous protein-protein interactions in real time.


High-Throughput Screening Assays/methods , Kelch-Like ECH-Associated Protein 1/chemistry , NF-E2-Related Factor 2/chemistry , Proto-Oncogene Proteins p21(ras)/chemistry , HEK293 Cells , Humans , Protein Binding
10.
ChemMedChem ; 16(23): 3576-3587, 2021 12 06.
Article En | MEDLINE | ID: mdl-34524728

The NRF2 transcription factor is a key regulator in cellular oxidative stress response, and acts as a tumor suppressor. Aberrant activation of NRF2 has been implicated in promoting chemo-resistance, tumor growth, and metastasis by activating its downstream target genes. Hence, inhibition of NRF2 promises to be an attractive therapeutic strategy to suppress cell proliferation and enhance cell apoptosis in cancer. Direct targeting of NRF2 with small-molecules to discover protein-DNA interaction inhibitors is challenging as it is a largely intrinsically disordered protein. To discover molecules that bind to NRF2 at the DNA binding interface, we performed an NMR-based fragment screen against its DNA-binding domain. We discovered several weakly binding fragment hits that bind to a region overlapping with the DNA binding site. Using SAR by catalogue we developed an initial structure-activity relationship for the most interesting initial hit series. By combining NMR chemical shift perturbations and data-driven docking, binding poses which agreed with NMR information and the observed SAR were elucidated. The herein discovered NRF2 hits and proposed binding modes form the basis for future structure-based optimization campaigns on this important but to date 'undrugged' cancer driver.


DNA/antagonists & inhibitors , NF-E2-Related Factor 2/antagonists & inhibitors , Protein Binding/drug effects , Small Molecule Libraries/chemistry , Binding Sites , DNA/metabolism , Humans , Molecular Docking Simulation , Molecular Structure , NF-E2-Related Factor 2/chemistry , NF-E2-Related Factor 2/metabolism , Nuclear Magnetic Resonance, Biomolecular , Protein Domains , Structure-Activity Relationship
11.
Int J Mol Sci ; 22(15)2021 Jul 26.
Article En | MEDLINE | ID: mdl-34360732

Nuclear factor erythroid 2-related factor 2 (Nrf2) is a well-known transcription factor best recognised as one of the main regulators of the oxidative stress response. Beyond playing a crucial role in cell defence by transactivating cytoprotective genes encoding antioxidant and detoxifying enzymes, Nrf2 is also implicated in a wide network regulating anti-inflammatory response and metabolic reprogramming. Such a broad spectrum of actions renders the factor a key regulator of cell fate and a strategic player in the control of cell transformation and response to viral infections. The Nrf2 protective roles in normal cells account for its anti-tumour and anti-viral functions. However, Nrf2 overstimulation often occurs in tumour cells and a complex correlation of Nrf2 with cancer initiation and progression has been widely described. Therefore, if on one hand, Nrf2 has a dual role in cancer, on the other hand, the factor seems to display a univocal function in preventing inflammation and cytokine storm that occur under viral infections, specifically in coronavirus disease 19 (COVID-19). In such a variegate context, the present review aims to dissect the roles of Nrf2 in both cancer and COVID-19, two widespread diseases that represent a cause of major concern today. In particular, the review describes the molecular aspects of Nrf2 signalling in both pathological situations and the most recent findings about the advantages of Nrf2 inhibition or activation as possible strategies for cancer and COVID-19 treatment respectively.


COVID-19/metabolism , NF-E2-Related Factor 2/metabolism , Neoplasms/metabolism , Animals , Anti-Inflammatory Agents/chemistry , Anti-Inflammatory Agents/metabolism , Antioxidants/chemistry , Antioxidants/metabolism , Humans , NF-E2-Related Factor 2/chemistry , Neoplasms/drug therapy , Signal Transduction , COVID-19 Drug Treatment
12.
Int J Mol Sci ; 22(14)2021 Jul 11.
Article En | MEDLINE | ID: mdl-34299054

Nuclear factor erythroid 2-related factor 2 (Nrf2) is a transcription regulator that plays a pivotal role in coordinating the cellular response to oxidative stress. Through interactions with other proteins, such as Kelch-like ECH-associated protein 1 (Keap1), CREB-binding protein (CBP), and retinoid X receptor alpha (RXRα), Nrf2 mediates the transcription of cytoprotective genes critical for removing toxicants and preventing DNA damage, thereby playing a significant role in chemoprevention. Dysregulation of Nrf2 is linked to tumorigenesis and chemoresistance, making Nrf2 a promising target for anticancer therapeutics. However, despite the physiological importance of Nrf2, the molecular details of this protein and its interactions with most of its targets remain unknown, hindering the rational design of Nrf2-targeted therapeutics. With this in mind, we used a combined bioinformatics and experimental approach to characterize the structure of full-length Nrf2 and its interaction with Keap1. Our results show that Nrf2 is partially disordered, with transiently structured elements in its Neh2, Neh7, and Neh1 domains. Moreover, interaction with the Kelch domain of Keap1 leads to protection of the binding motifs in the Neh2 domain of Nrf2, while the rest of the protein remains highly dynamic. This work represents the first detailed structural characterization of full-length Nrf2 and provides valuable insights into the molecular basis of Nrf2 activity modulation in oxidative stress response.


Intrinsically Disordered Proteins/chemistry , Intrinsically Disordered Proteins/metabolism , Kelch-Like ECH-Associated Protein 1/metabolism , NF-E2-Related Factor 2/chemistry , NF-E2-Related Factor 2/metabolism , Binding Sites , Humans , Intrinsically Disordered Proteins/genetics , Kelch-Like ECH-Associated Protein 1/genetics , Models, Molecular , NF-E2-Related Factor 2/genetics , Oxidative Stress , Protein Binding , Protein Structure, Tertiary
13.
Bioorg Med Chem ; 44: 116300, 2021 08 15.
Article En | MEDLINE | ID: mdl-34252790

The protein-protein interaction (PPI) between kelch-like ECH-associated protein 1 (Keap1) and nuclear factor erythroid 2-related factor 2 (Nrf2) is recognized as a promising target for the prevention and treatment of oxidative stress-related inflammatory diseases. Herein, a series of novel 1,4-bis(arylsulfonamido)naphthalene-N,N'-diacetic acid analogs (7p-t and 8c) were designed to further explore the structure-activity relationships of the series. Their activities were measured first with a fluorescence polarization (FP) assay and more potent compounds were further evaluated using a more sensitive time-resolved fluorescence energy transfer (TR-FRET) assay, demonstrating IC50 values between 7.2 and 31.3 nM. In cytotoxicity studies, the naphthalene derivatives did not show noticeable toxicity to human HepG2-C8 and mouse brain BV-2 microglia cells. Among them, compound 7q bearing oxygen-containing fused rings was shown to significantly stimulate the cellular Nrf2 signaling pathway, including activation of antioxidant response element (ARE)-controlled expression of Nrf2 target genes and proteins. More importantly, 7q suppressed up-regulation of several pro-inflammatory cytokines in lipopolysaccharide (LPS)-challenged BV-2 microglial cells, representing a potential therapeutic application for controlling neuroinflammatory disorders.


Acetates/pharmacology , Kelch-Like ECH-Associated Protein 1/antagonists & inhibitors , NF-E2-Related Factor 2/antagonists & inhibitors , Naphthalenes/pharmacology , Neuroinflammatory Diseases/drug therapy , Acetates/chemical synthesis , Acetates/chemistry , Dose-Response Relationship, Drug , Humans , Kelch-Like ECH-Associated Protein 1/chemistry , Kelch-Like ECH-Associated Protein 1/metabolism , Molecular Structure , NF-E2-Related Factor 2/chemistry , NF-E2-Related Factor 2/metabolism , Naphthalenes/chemical synthesis , Naphthalenes/chemistry , Neuroinflammatory Diseases/metabolism , Protein Binding , Structure-Activity Relationship
14.
Life Sci ; 282: 119791, 2021 Oct 01.
Article En | MEDLINE | ID: mdl-34229009

AIMS: Keap1-Nrf2 signaling pathway is one of the most important antioxidant signaling pathways, and its abnormal activation is related to cancer metastasis and drug resistance. Many studies have shown Keap1 and Nrf2 mutations are closely associated with cancer occurrence. However, few studies focus on Keap1-Nrf2 binding characteristics of cancer-associated mutations. The study investigated the molecular mechanism between Keap1/Nrf2 mutations and cancer. MAIN METHODS: We have determined the crystal structure of the Keap1-Kelch domain with Nrf2 25-mer peptide. What's more, we clarified the molecular effects of Nrf2Thr80 and Nrf2Pro85 on the binding of Keap1 by the method isothermal titration calorimetry (ITC), differential scanning fluorimetry (DSF) and electrophoretic mobility shift assay (EMSA). Especially, we confirmed the effect of Thr80 and Pro85 mutations on Keap1/Nrf2 signaling pathway in HEK293T cells by RT-PCR and western blot (WB). Finally, we verified the effect of six cancer-related high-frequency somatic mutations Keap1G364C, Keap1D422N, Keap1R470C, Keap1G480W, Keap1E493Q and Keap1R601L on binding with Nrf2 through ITC experiments. KEY FINDINGS: Nrf2Thr80 and Nrf2Pro85 play a vital role in the Keap1-Nrf2 interaction. Mutant or modification at position Thr80 will disrupt the interaction. Especially, Nrf2Thr80 and Nrf2Pro85 mutations activate the expression of cytoprotective genes in HEK293T cells. As for Keap1, except G364C, the binding affinity of other cancer-related mutants to Nrf2 hardly changed, which means that Keap1 mutants can activate Nrf2 without disrupting the binding to Nrf2. SIGNIFICANCE: The study provides new insight into Keap1/Nrf2 signaling pathway and cancer.


Kelch-Like ECH-Associated Protein 1/metabolism , NF-E2-Related Factor 2/metabolism , Neoplasms/metabolism , Animals , HEK293 Cells , Humans , Kelch-Like ECH-Associated Protein 1/chemistry , Kelch-Like ECH-Associated Protein 1/genetics , Mice , Models, Molecular , Mutation , NF-E2-Related Factor 2/chemistry , NF-E2-Related Factor 2/genetics , Neoplasms/genetics , Protein Binding , Protein Interaction Maps
15.
ACS Chem Biol ; 16(7): 1276-1287, 2021 07 16.
Article En | MEDLINE | ID: mdl-34152716

Inhibiting the Nrf2:Keap1 interaction to trigger cytoprotective gene expression is a promising treatment strategy for oxidative stress-related diseases. A short linear motif from Nrf2 has the potential to directly inhibit this protein-protein interaction, but poor stability and limited cellular uptake impede its therapeutic development. To address these limitations, we utilized an integrated molecular grafting strategy to re-engineer the Nrf2 motif. We combined the motif with an engineered non-native disulfide bond and a cell-penetrating peptide onto a single multifunctionalizable and ultrastable molecular scaffold, namely, the cyclotide MCoTI-II, resulting in the grafted peptide MCNr-2c. The engineered disulfide bond enhanced the conformational rigidity of the motif, resulting in a nanomolar affinity of MCNr-2c for Keap1. The cell-penetrating peptide led to an improved cellular uptake and increased ability to enhance the intracellular expression of two well-described Nrf2-target genes NQO1 and TALDO1. Furthermore, the stability of the scaffold was inherited by the grafted peptide, which became resistant to proteolysis in serum. Overall, we have provided proof-of-concept for a strategy that enables the encapsulation of multiple desired and complementary activities into a single molecular entity to design a Keap1-targeted inhibitor. We propose that this integrated approach could have broad utility for the design of peptide drug leads that require multiple functions and/or biopharmaceutical properties to elicit a therapeutic activity.


Cell-Penetrating Peptides/pharmacology , Cyclotides/pharmacology , Kelch-Like ECH-Associated Protein 1/antagonists & inhibitors , Amino Acid Sequence , Blood/metabolism , Cell-Penetrating Peptides/chemistry , Cyclotides/chemistry , Drug Design , HeLa Cells , Humans , Kelch-Like ECH-Associated Protein 1/metabolism , Male , NF-E2-Related Factor 2/chemistry , NF-E2-Related Factor 2/metabolism , Peptide Fragments/chemistry , Peptide Fragments/pharmacology , Proof of Concept Study , Protein Binding/drug effects , Protein Stability
16.
Int J Mol Sci ; 22(11)2021 May 28.
Article En | MEDLINE | ID: mdl-34071676

The docking program PLANTS, which is based on ant colony optimization (ACO) algorithm, has many advanced features for molecular docking. Among them are multiple scoring functions, the possibility to model explicit displaceable water molecules, and the inclusion of experimental constraints. Here, we add support of PLANTS to VirtualFlow (VirtualFlow Ants), which adds a valuable method for primary virtual screenings and rescoring procedures. Furthermore, we have added support of ligand libraries in the MOL2 format, as well as on the fly conversion of ligand libraries which are in the PDBQT format to the MOL2 format to endow VirtualFlow Ants with an increased flexibility regarding the ligand libraries. The on the fly conversion is carried out with Open Babel and the program SPORES. We applied VirtualFlow Ants to a test system involving KEAP1 on the Google Cloud up to 128,000 CPUs, and the observed scaling behavior is approximately linear. Furthermore, we have adjusted several central docking parameters of PLANTS (such as the speed parameter or the number of ants) and screened 10 million compounds for each of the 10 resulting docking scenarios. We analyzed their docking scores and average docking times, which are key factors in virtual screenings. The possibility of carrying out ultra-large virtual screening with PLANTS via VirtualFlow Ants opens new avenues in computational drug discovery.


Algorithms , Artificial Intelligence , Computational Biology/methods , Molecular Docking Simulation , Kelch-Like ECH-Associated Protein 1/chemistry , Kelch-Like ECH-Associated Protein 1/metabolism , Ligands , NF-E2-Related Factor 2/chemistry , NF-E2-Related Factor 2/metabolism , Protein Binding , Protein Conformation , Reproducibility of Results , Thermodynamics
17.
Biochem Biophys Res Commun ; 562: 146-153, 2021 07 12.
Article En | MEDLINE | ID: mdl-34052660

While molecular oxygen is essential for aerobic organisms, its utilization is inseparably connected with generation of oxidative insults. To cope with the detrimental aspects, cells evolved antioxidative defense systems, and insufficient management of the oxidative insults underlies the pathogenesis of a wide range of diseases. A battery of genes for this antioxidative defense are regulated by the transcription factors nuclear factor-erythroid 2-like 1 and 2 (NRF1 and NRF2). While the regulatory steps for the activation of NRFs have been investigated with particular emphasis on nuclear translocation and proteosomal degradation, unknown redundancy may exist considering the indispensable nature of these defense systems. Here we unraveled that C-terminal binding protein 2 (CtBP2), a transcriptional cofactor with redox-sensing capability, is an obligate partner of NRFs. CtBP2 forms transcriptional complexes with NRF1 and NRF2 that is required to promote the expression of antioxidant genes in response to oxidative insults. Our findings illustrate a basis for understanding the transcriptional regulation of antioxidative defense systems that may be exploited therapeutically.


Alcohol Oxidoreductases/metabolism , Co-Repressor Proteins/metabolism , NF-E2-Related Factor 1/metabolism , NF-E2-Related Factor 2/metabolism , Amino Acid Sequence , Antioxidants/metabolism , Gene Expression Regulation , Humans , NF-E2-Related Factor 1/chemistry , NF-E2-Related Factor 1/genetics , NF-E2-Related Factor 2/chemistry , NF-E2-Related Factor 2/genetics , Oxidative Stress , Protein Binding , Transcription, Genetic
19.
J Chem Theory Comput ; 17(5): 3145-3156, 2021 May 11.
Article En | MEDLINE | ID: mdl-33861593

The nuclear factor erythroid 2-related factor 2 (Nrf2)-ARE transcriptional response pathway plays a critical role in protecting the cell from oxidative stresses via the upregulation of cytoprotective genes. Aberrant activation of Nrf2 in cancer cells can confer this cytoprotectivity, thereby reducing the efficacy of both chemotherapeutics and radiotherapies. Key to this antioxidant pathway is the interaction between Nrf2 and CREB binding protein (CBP), mediated by the Neh4 and Neh5 domains of Nrf2. Disruption of this interaction via small-molecule therapeutics could negate the effects of aberrant Nrf2 upregulation. Due to the disordered nature of these domains, there remains no three-dimensional structure of Neh4 or Neh5, making structure-based drug design a challenge. Here, we performed 48 µs of unbiased molecular dynamics (MD) simulations with the Amber99SB*-ILDNP and CHARMM36m force fields and circular dichroism (CD) spectropolarimetry experiments to elucidate the free-state structures of these domains; no previous data regarding their conformational landscapes exists. There are two main findings: First, we find Neh5 to be markedly more disordered than Neh4, which has nine residues in the middle of the domain showing α-helical propensity, thus pointing to Neh4 and Neh5 having different binding mechanisms. Second, the two force fields show strong differences for the glutamic acid-rich Neh5 peptide but are in reasonable agreement for Neh4, which has no glutamic acid. The CHARMM36m force field agrees more closely with the CD results.


Circular Dichroism/methods , NF-E2-Related Factor 2/chemistry , Humans , Markov Chains , Molecular Dynamics Simulation , Probability , Protein Conformation , Protein Domains , Reproducibility of Results
20.
J Med Chem ; 64(8): 4623-4661, 2021 04 22.
Article En | MEDLINE | ID: mdl-33818106

Targeting the protein-protein interaction (PPI) between nuclear factor erythroid 2-related factor 2 (Nrf2) and Kelch-like ECH-associated protein 1 (Keap1) is a potential therapeutic strategy to control diseases involving oxidative stress. Here, six classes of known small-molecule Keap1-Nrf2 PPI inhibitors were dissected into 77 fragments in a fragment-based deconstruction reconstruction (FBDR) study and tested in four orthogonal assays. This gave 17 fragment hits of which six were shown by X-ray crystallography to bind in the Keap1 Kelch binding pocket. Two hits were merged into compound 8 with a 220-380-fold stronger affinity (Ki = 16 µM) relative to the parent fragments. Systematic optimization resulted in several novel analogues with Ki values of 0.04-0.5 µM, binding modes determined by X-ray crystallography, and enhanced microsomal stability. This demonstrates how FBDR can be used to find new fragment hits, elucidate important ligand-protein interactions, and identify new potent inhibitors of the Keap1-Nrf2 PPI.


Kelch-Like ECH-Associated Protein 1/antagonists & inhibitors , Small Molecule Libraries/chemistry , Binding Sites , Crystallography, X-Ray , Drug Stability , Humans , Kelch-Like ECH-Associated Protein 1/metabolism , Ligands , Magnetic Resonance Spectroscopy , Microsomes/metabolism , Molecular Dynamics Simulation , NF-E2-Related Factor 2/chemistry , NF-E2-Related Factor 2/metabolism , Protein Binding , Protein Interaction Maps/drug effects , Small Molecule Libraries/metabolism , Small Molecule Libraries/pharmacology , Structure-Activity Relationship , Surface Plasmon Resonance
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