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1.
Transl Cancer Res ; 13(2): 594-612, 2024 Feb 29.
Article in English | MEDLINE | ID: mdl-38482448

ABSTRACT

Background: Recent studies have reported a role of protein phosphatase 4 regulatory subunit 1 (PPP4R1) in cancer development. However, its expression, diagnostic significance, prognostic value and biological function in liver hepatocellular carcinoma (LIHC) are not known. Methods: The expression level of PPP4R1 in pan-cancer was evaluated by analyzing publicly accessible data from the University of California Santa Cruz (UCSC) Xena database. The diagnostic value of PPP4R1 for tumors was assessed using receiver operating characteristic (ROC) curves, whereas the impact of PPP4R1 on tumor prognosis was determined using Kaplan-Meier survival curves, and a prognostic model for LIHC was established using cox regression analysis. In addition, analysis of the correlation between PPP4R1 and anti-cancer drugs using Spearman's correlation coefficient was carried out. Four databases, miRWalk (mRNA-miRNA interactions), MicroT-CDS (mRNA-miRNA interactions), LncBase (miRNA-lncRNA interactions) and Encyclopedia of RNA Interactomes (ENCORI), were used to predict the competitive endogenous RNA (ceRNA) regulatory network of PPP4R1. Finally, the expression of PPP4R1 protein levels was verified using experiments. Results: The findings indicated that the PPP4R1 expression level in cancerous tissues was notably greater than in adjacent tissues (P<0.05). PPP4R1 showed diagnostic significance for 14 tumors based on the ROC curves results area under the curve >0.7. Furthermore, the Kaplan-Meier survival plots demonstrated that PPP4R1 exhibited prognostic significance for all five tumors (P<0.05). According to the cox regression analysis, LIHC patients' prognosis was independently influenced by pathological stage, M stage, and PPP4R1 (P<0.05). The drug sensitivity analysis revealed a positive correlation between the expression level of PPP4R1 and the half maximal inhibitory concentration (IC50) of fludarabine. Additionally, the ceRNA network prediction indicated that the FGD5 antisense RNA 1 (FGD5-AS1)-hsa-miR-22-3p-PPP4R1 ceRNA network could potentially contribute to the progression of LIHC. The experimental results showed that the expression level of PPP4R1 protein was higher in cancer tissues than in paracancerous tissues. Conclusions: PPP4R1 has diagnostic value in most cancers, and high expression of PPP4R1 is associated with poor prognosis, drug resistance and natural killer cell-mediated toxicity, particularly in LIHC. Therefore, PPP4R1 may be a prognostic biomarker and a potential target for immunotherapy in LIHC.

2.
Biochim Biophys Acta Gen Subj ; 1864(4): 129531, 2020 04.
Article in English | MEDLINE | ID: mdl-31953125

ABSTRACT

BACKGROUND: Bruton's tyrosine kinase (BTK) is a key component of the B-cell receptor (BCR) pathway and a clinically validated target for small molecule inhibitors such as ibrutinib in the treatment of B-cell malignancies. Tirabrutinib (GS-4059/ONO-4059) is a selective, once daily, oral BTK inhibitor with clinical activity against many relapsed/refractory B-cell malignancies. METHODS: Covalent binding of tirabrutinib to BTK Cys-481 was assessed by LC-MSMS analysis of BTK using compound as a variable modification search parameter. Inhibition potency of tirabrutinib, ibrutinib, acalabrutinib, and spebrutinib against BTK and related kinases was studied in a dose-dependent manner either after a fixed incubation time (as used in conventional IC50 studies) or following a time course where inactivation kinetics were measured. RESULTS: Tirabrutinib irreversibly and covalently binds to BTK Cys-481. The inactivation efficiency kinact/Ki was measured and used to calculate selectivity among different kinases for each of the four inhibitors studied. Tirabrutinib showed a kinact/Ki value of 2.4 ± 0.6 × 104 M-1 s-1 for BTK with selectivity against important off-targets. CONCLUSIONS: For the BTK inhibitors tested in this study, analysis of the inactivation kinetics yielded a more accurate measurement of potency and selectivity than conventional single-time point inhibition measurements. Subtle but clear differences were identified between clinically tested BTK inhibitors which may translate into differentiated clinical efficacy and safety. GENERAL SIGNIFICANCE: This is the first study that offers a detailed side-by-side comparison of four clinically-relevant BTK inhibitors with respect to their inactivation of BTK and related kinases.


Subject(s)
Agammaglobulinaemia Tyrosine Kinase/antagonists & inhibitors , Imidazoles/pharmacology , Protein Kinase Inhibitors/pharmacology , Pyrimidines/pharmacology , Agammaglobulinaemia Tyrosine Kinase/metabolism , Dose-Response Relationship, Drug , Humans , Imidazoles/chemistry , Kinetics , Mass Spectrometry , Molecular Structure , Protein Kinase Inhibitors/chemistry , Pyrimidines/chemistry , Structure-Activity Relationship
3.
J Virol ; 93(16)2019 08 15.
Article in English | MEDLINE | ID: mdl-31167910

ABSTRACT

The host structural maintenance of chromosomes 5/6 complex (Smc5/6) suppresses hepatitis B virus (HBV) transcription. HBV counters this restriction by expressing the X protein (HBx), which redirects the cellular DNA damage-binding protein 1 (DDB1)-containing E3 ubiquitin ligase to target Smc5/6 for degradation. However, the details of how HBx modulates the interaction between DDB1 and Smc5/6 remain to be determined. In this study, we performed biophysical analyses of recombinant HBx and functional analysis of HBx mutants in HBV-infected primary human hepatocytes (PHH) to identify key regions and residues that are required for HBx function. We determined that recombinant HBx is soluble and exhibits stoichiometric zinc binding when expressed in the presence of DDB1. Mass spectrometry-based hydrogen-deuterium exchange and cysteine-specific chemical footprinting of the HBx:DDB1 complex identified several HBx cysteine residues (located between amino acids 61 and 137) that are likely involved in zinc binding. These cysteine residues did not form disulfide bonds in HBx expressed in human cells. In line with the biophysical data, functional analysis demonstrated that HBx amino acids 45 to 140 are required for Smc6 degradation and HBV transcription in PHH. Furthermore, site-directed mutagenesis determined that C61, C69, C137, and H139 are necessary for HBx function, although they are likely not essential for DDB1 binding. This CCCH motif is highly conserved in HBV as well as in the X proteins from various mammalian hepadnaviruses. Collectively, our data indicate that the essential HBx cysteine and histidine residues form a zinc-binding motif that is required for HBx function.IMPORTANCE The structural maintenance of chromosomes 5/6 complex (Smc5/6) is a host restriction factor that suppresses HBV transcription. HBV counters this restriction by expressing HBV X protein (HBx), which redirects a host ubiquitin ligase to target Smc5/6 for degradation. Despite this recent advance in understanding HBx function, the key regions and residues of HBx required for Smc5/6 degradation have not been determined. In the present study, we performed biochemical, biophysical, and cell-based analyses of HBx. By doing so, we mapped the minimal functional region of HBx and identified a highly conserved CCCH motif in HBx that is likely responsible for coordinating zinc and is essential for HBx function. We also developed a method to produce soluble recombinant HBx protein that likely adopts a physiologically relevant conformation. Collectively, this study provides new insights into the HBx structure-function relationship and suggests a new approach for structural studies of this enigmatic viral regulatory protein.


Subject(s)
Hepatitis B virus/physiology , Hepatitis B/metabolism , Hepatitis B/virology , Trans-Activators/metabolism , Zinc/metabolism , Amino Acid Motifs , Amino Acid Sequence , Amino Acids , Binding Sites , DNA-Binding Proteins/metabolism , Host-Pathogen Interactions , Humans , Protein Binding , Recombinant Fusion Proteins , Trans-Activators/chemistry , Viral Regulatory and Accessory Proteins
4.
J Virol ; 93(16)2019 08 15.
Article in English | MEDLINE | ID: mdl-31167911

ABSTRACT

The structural maintenance of chromosomes 5/6 complex (Smc5/6) is a host restriction factor that suppresses hepatitis B virus (HBV) transcription. HBV counters this restriction by expressing the X protein (HBx), which redirects the host DNA damage-binding protein 1 (DDB1) E3 ubiquitin ligase to target Smc5/6 for degradation. HBx is an attractive therapeutic target for the treatment of chronic hepatitis B (CHB), but it is challenging to study this important viral protein in the context of natural infection due to the lack of a highly specific and sensitive HBx antibody. In this study, we developed a novel monoclonal antibody that enables detection of HBx protein in HBV-infected primary human hepatocytes (PHH) by Western blotting and immunofluorescence. Confocal imaging studies with this antibody demonstrated that HBx is predominantly located in the nucleus of HBV-infected PHH, where it exhibits a diffuse staining pattern. In contrast, a DDB1-binding-deficient HBx mutant was detected in both the cytoplasm and nucleus, suggesting that the DDB1 interaction plays an important role in the nuclear localization of HBx. Our study also revealed that HBx is expressed early after infection and has a short half-life (∼3 h) in HBV-infected PHH. In addition, we found that treatment with small interfering RNAs (siRNAs) that target DDB1 or HBx mRNA decreased HBx protein levels and led to the reappearance of Smc6 in the nuclei of HBV-infected PHH. Collectively, these studies provide the first spatiotemporal analysis of HBx in a natural infection system and also suggest that HBV transcriptional silencing by Smc5/6 can be restored by therapeutic targeting of HBx.IMPORTANCE Hepatitis B virus X protein (HBx) is a promising drug target since it promotes the degradation of the host structural maintenance of chromosomes 5/6 complex (Smc5/6) that inhibits HBV transcription. To date, it has not been possible to study HBx in physiologically relevant cell culture systems due to the lack of a highly specific and selective HBx antibody. In this study, we developed a novel monoclonal HBx antibody and performed a spatiotemporal analysis of HBx in a natural infection system. This revealed that HBx localizes to the nucleus of infected cells, is expressed shortly after infection, and has a short half-life. In addition, we demonstrated that inhibiting HBx expression or function promotes the reappearance of Smc6 in the nucleus of infected cells. These data provide new insights into HBx and underscore its potential as a novel target for the treatment of chronic HBV infection.


Subject(s)
Hepatitis B virus/physiology , Hepatitis B/virology , Hepatocytes/virology , Trans-Activators/metabolism , Amino Acid Sequence , Antibodies, Monoclonal/immunology , DNA-Binding Proteins/metabolism , Enzyme-Linked Immunosorbent Assay , Fluorescent Antibody Technique , Gene Expression , Gene Expression Regulation, Viral , Host-Pathogen Interactions , Humans , Peptides/chemistry , Peptides/immunology , Peptides/metabolism , Protein Binding , Protein Transport , Trans-Activators/chemistry , Trans-Activators/genetics , Trans-Activators/immunology , Viral Regulatory and Accessory Proteins
5.
PLoS One ; 12(10): e0185998, 2017.
Article in English | MEDLINE | ID: mdl-29020100

ABSTRACT

Influenza polymerase is a heterotrimer protein with both endonuclease and RNA-dependent RNA polymerase (RdRp) activity. It plays a critical role in viral RNA replication and transcription and has been targeted for antiviral drug development. In this study, we characterized the activity of recombinant RdRp purified at 1:1:1 ratio in both ApG-primed RNA replication and mRNA-initiated RNA transcription. The heterotrimer complex showed comparable activity profiles to that of viral particle derived crude replication complex, and in contrast to the crude replication complex, was suitable for detailed mechanistic studies of nucleotide incorporation. The recombinant RdRp was further used to examine distinct modes of inhibition observed with five different nucleotide analog inhibitors, and the apparent steady-state binding affinity Kapp was measured for selected analogs to correlate antiviral activity and enzymatic inhibition with substrate efficiency.


Subject(s)
DNA-Directed RNA Polymerases/metabolism , Influenza A virus/enzymology , Nucleotides/metabolism , Protein Multimerization , Recombinant Proteins/metabolism , Animals , Antiviral Agents/pharmacology , Biocatalysis/drug effects , Biological Assay , DNA Replication/drug effects , DNA Replication/genetics , Dogs , Electrophoresis, Agar Gel , Influenza A virus/drug effects , Inhibitory Concentration 50 , Kinetics , Madin Darby Canine Kidney Cells , Transcription, Genetic/drug effects
6.
PLoS One ; 12(8): e0181969, 2017.
Article in English | MEDLINE | ID: mdl-28809961

ABSTRACT

Influenza polymerase is a heterotrimer composed of polymerase acidic protein A (PA) and basic proteins 1 (PB1) and 2 (PB2). The endonuclease active site, located in the PA subunit, cleaves host mRNA to prime viral mRNA transcription, and is essential for viral replication. To date, the human influenza A endonuclease activity has only been studied on the truncated active-site containing N-terminal domain of PA (PAN) or full-length PA in the absence of PB1 or PB2. In this study, we characterized the endonuclease activity of recombinant proteins of influenza A/PR8 containing full length PA, PA/PB1 dimer, and PA/PB1/PB2 trimer, observing 8.3-, 265-, and 142-fold higher activity than PAN, respectively. Using the PA/PB1/PB2 trimer, we developed a robust endonuclease assay with a synthetic fluorogenic RNA substrate. The observed Km (150 ± 11 nM) and kcat [(1.4 ± 0.2) x 10-3s-1] values were consistent with previous reports using virion-derived replication complex. Two known influenza endonuclease phenylbutanoic acid inhibitors showed IC50 values of 10-20 nM, demonstrating the utility of this system for future high throughput screening.


Subject(s)
Endonucleases/antagonists & inhibitors , Endonucleases/metabolism , Enzyme Inhibitors/pharmacology , Influenza A virus/drug effects , Influenza A virus/enzymology , RNA-Dependent RNA Polymerase/metabolism , Endonucleases/chemistry , Enzyme Activation/drug effects , Inhibitory Concentration 50 , RNA, Messenger/metabolism , RNA-Dependent RNA Polymerase/antagonists & inhibitors , RNA-Dependent RNA Polymerase/chemistry , Viral Proteins/antagonists & inhibitors , Viral Proteins/chemistry , Viral Proteins/metabolism
7.
PLoS One ; 11(1): e0146835, 2016.
Article in English | MEDLINE | ID: mdl-26784926

ABSTRACT

GS-9620 is an orally administered agonist of Toll-like receptor (TLR)7 currently being evaluated in clinical studies for the treatment of chronic HBV and HIV patients. GS-9620 has shown antiviral efficacy in preclinical models of chronic hepadnavirus infection in woodchuck as well as chimpanzee. However, the molecular determinants of GS-9620-dependent activation of TLR7 are not well defined. The studies presented here elucidate GS-9620 subcellular distribution and characterize its molecular interactions with human TLR7 using structure-guided mutational analysis. Based on our results we present a molecular model of TLR7 bound to GS-9620. We also determine that several coding SNPs had no effect on GS-9620-dependent TLR7 activation. In addition, our studies provide evidence that TLR7 exists in a ligand-independent oligomeric state and that, TLR7 activation by GS-9620 is likely associated with compound-induced conformational changes. Finally, we demonstrate that activation of NF-κB and Akt pathways in primary plasmacytoid dendritic cells occur as immediate downstream cellular responses to GS-9620 stimulation. The data presented here further our understanding of the molecular parameters governing TLR7 activation by GS-9620, and more generally by nucleos/tide-related ligands.


Subject(s)
Pteridines/pharmacology , Toll-Like Receptor 7/chemistry , Amino Acid Sequence , Binding Sites , Cells, Cultured , HEK293 Cells , Humans , Molecular Sequence Data , Mutation , Polymorphism, Single Nucleotide , Protein Binding , Toll-Like Receptor 7/agonists , Toll-Like Receptor 7/genetics , Toll-Like Receptor 7/metabolism
8.
Antimicrob Agents Chemother ; 59(11): 7109-12, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26324264

ABSTRACT

GS-5806 is a small-molecule inhibitor of human respiratory syncytial virus fusion protein-mediated viral entry. During viral entry, the fusion protein undergoes major conformational changes, resulting in fusion of the viral envelope with the host cell membrane. This process is reproduced in vitro using a purified, truncated respiratory syncytial virus (RSV) fusion protein. GS-5806 blocked these conformational changes, suggesting a possible mechanism for antiviral activity.


Subject(s)
Antiviral Agents/pharmacology , Pyrazoles/pharmacology , Respiratory Syncytial Virus, Human/drug effects , Respiratory Syncytial Virus, Human/metabolism , Sulfonamides/pharmacology , Viral Proteins/chemistry , Viral Proteins/metabolism , Indazoles , Protein Conformation , Respiratory Syncytial Virus Infections
9.
PLoS One ; 10(4): e0122844, 2015.
Article in English | MEDLINE | ID: mdl-25856426

ABSTRACT

Ledipasvir, a direct acting antiviral agent (DAA) targeting the Hepatitis C Virus NS5A protein, exhibits picomolar activity in replicon cells. While its mechanism of action is unclear, mutations that confer resistance to ledipasvir in HCV replicon cells are located in NS5A, suggesting that NS5A is the direct target of ledipasvir. To date co-precipitation and cross-linking experiments in replicon or NS5A transfected cells have not conclusively shown a direct, specific interaction between NS5A and ledipasvir. Using recombinant, full length NS5A, we show that ledipasvir binds directly, with high affinity and specificity, to NS5A. Ledipasvir binding to recombinant NS5A is saturable with a dissociation constant in the low nanomolar range. A mutant form of NS5A (Y93H) that confers resistance to ledipasvir shows diminished binding to ledipasvir. The current study shows that ledipasvir inhibits NS5A through direct binding and that resistance to ledipasvir is the result of a reduction in binding affinity to NS5A mutants.


Subject(s)
Antiviral Agents/pharmacology , Benzimidazoles/pharmacology , Drug Resistance, Viral/genetics , Fluorenes/pharmacology , Hepacivirus/drug effects , Mutation , Viral Nonstructural Proteins/genetics , Amino Acid Sequence , Antiviral Agents/chemistry , Benzimidazoles/chemistry , Cell Line, Tumor , Fluorenes/chemistry , Hepacivirus/genetics , Hepacivirus/metabolism , Hepatocytes/drug effects , Hepatocytes/pathology , Hepatocytes/virology , Humans , Kinetics , Molecular Sequence Data , Protein Binding , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Replicon , Viral Nonstructural Proteins/antagonists & inhibitors , Viral Nonstructural Proteins/metabolism , Virus Replication
10.
J Biol Chem ; 290(13): 8439-46, 2015 Mar 27.
Article in English | MEDLINE | ID: mdl-25631052

ABSTRACT

Idelalisib (also known as GS-1101, CAL-101, IC489666, and Zydelig) is a PI3Kδ inhibitor that has recently been approved for the treatment of several hematological malignancies. Given its use in human diseases, we needed a clear picture of how idelalisib binds to and inhibits PI3Kδ. Our data show that idelalisib is a potent and selective inhibitor of the kinase activity of PI3Kδ. A kinetic characterization clearly demonstrated ATP-competitive inhibition, and several additional biochemical and biophysical assays showed that the compound binds reversibly and noncovalently to the kinase. A crystal structure of idelalisib bound to the p110δ subunit of PI3Kδ furthers our understanding of the binding interactions that confer the potency and selectivity of idelalisib.


Subject(s)
Phosphatidylinositol 3-Kinases/chemistry , Purines/chemistry , Quinazolinones/chemistry , Adenosine Triphosphate/chemistry , Androstadienes/chemistry , Animals , Binding, Competitive , Catalytic Domain , Class I Phosphatidylinositol 3-Kinases , Class Ia Phosphatidylinositol 3-Kinase/chemistry , Crystallography, X-Ray , Humans , Hydrogen Bonding , Kinetics , Mice , Models, Molecular , Phosphoinositide-3 Kinase Inhibitors , Protein Binding , Wortmannin
11.
PLoS One ; 8(7): e66879, 2013.
Article in English | MEDLINE | ID: mdl-23861750

ABSTRACT

Surface Plasmon Resonance (SPR) is rarely used as a primary High-throughput Screening (HTS) tool in fragment-based approaches. With SPR instruments becoming increasingly high-throughput it is now possible to use SPR as a primary tool for fragment finding. SPR becomes, therefore, a valuable tool in the screening of difficult targets such as the ubiquitin E3 ligase Parkin. As a prerequisite for the screen, a large number of SPR tests were performed to characterize and validate the active form of Parkin. A set of compounds was designed and used to define optimal SPR assay conditions for this fragment screen. Using these conditions, more than 5000 pre-selected fragments from our in-house library were screened for binding to Parkin. Additionally, all fragments were simultaneously screened for binding to two off target proteins to exclude promiscuous binding compounds. A low hit rate was observed that is in line with hit rates usually obtained by other HTS screening assays. All hits were further tested in dose responses on the target protein by SPR for confirmation before channeling the hits into Nuclear Magnetic Resonance (NMR) and other hit-confirmation assays.


Subject(s)
High-Throughput Screening Assays , Peptide Fragments/chemistry , Surface Plasmon Resonance , Ubiquitin-Protein Ligases/chemistry , Dithiothreitol/chemistry , Dithiothreitol/metabolism , Drug Discovery , High-Throughput Screening Assays/methods , Kinetics , Ligands , Nuclear Magnetic Resonance, Biomolecular , Peptide Fragments/metabolism , Protein Binding , Reducing Agents/chemistry , Reducing Agents/metabolism , Surface Plasmon Resonance/methods , Ubiquitin-Protein Ligases/antagonists & inhibitors , Ubiquitin-Protein Ligases/metabolism
12.
Anal Biochem ; 321(2): 226-35, 2003 Oct 15.
Article in English | MEDLINE | ID: mdl-14511688

ABSTRACT

The amplification efficiencies of several polymerase chain reaction (PCR) enzymes were compared using real-time quantitative PCR with SYBR Green I detection. Amplification data collected during the exponential phase of PCR are highly reproducible, and PCR enzyme performance comparisons based upon efficiency measurements are considerably more accurate than those based on endpoint analysis. DNA polymerase efficiencies were determined under identical conditions using five different amplicon templates that varied in length or percentage GC content. Pfu- and Taq-based formulations showed similar efficiencies when amplifying shorter targets (<900 bp) with 45 to 56% GC content. However, when amplicon length or GC content was increased, Pfu formulations with dUTPase exhibited significantly higher efficiencies than Taq, Pfu, and other archaeal DNA polymerases. We discuss the implications of these results.


Subject(s)
DNA-Directed DNA Polymerase/metabolism , Polymerase Chain Reaction/methods , Base Sequence , Benzothiazoles , DNA-Directed DNA Polymerase/chemistry , Diamines , Enzyme Stability , GC Rich Sequence , Hot Temperature , Molecular Sequence Data , Organic Chemicals/chemistry , Polymerase Chain Reaction/standards , Quality Control , Quinolines
13.
Plant Mol Biol ; 48(1-2): 75-97, 2002 Jan.
Article in English | MEDLINE | ID: mdl-11860215

ABSTRACT

After the completion of the genomic sequence of Arabidopsis thaliana, it is now a priority to identify all the genes, their patterns of expression and functions. Transcript profiling is playing a substantial role in annotating and determining gene functions, having advanced from one-gene-at-a-time methods to technologies that provide a holistic view of the genome. In this review, comprehensive transcript profiling methodologies are described, including two that are used extensively by the authors, cDNA-AFLP and cDNA microarraying. Both these technologies illustrate the requirement to integrate molecular biology, automation, LIMS and data analysis. With so much uncharted territory in the Arabidopsis genome, and the desire to tackle complex biological traits, such integrated systems will provide a rich source of data for the correlative, functional annotation of genes.


Subject(s)
Gene Expression Profiling , Plants/genetics , Transcription, Genetic , Genome, Plant , Oligonucleotide Array Sequence Analysis , Sequence Analysis, DNA/methods
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