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1.
ACS Med Chem Lett ; 15(9): 1456-1466, 2024 Sep 12.
Article in English | MEDLINE | ID: mdl-39291011

ABSTRACT

DNA-encoded library (DEL) technology, especially when combined with machine learning (ML), is a powerful method to discover novel inhibitors. DEL-ML can expand a larger chemical space and boost cost-effectiveness during hit finding. Heme oxygenase-1 (HO-1), a heme-degrading enzyme, is linked to diseases such as cancer and neurodegenerative disorders. The discovery of five series of new scaffold HO-1 hits is reported here, using a DEL-ML workflow, which emphasizes the model's uncertainty quantification and domain of applicability. This model exhibits a strong extrapolation ability, identifying new structures beyond the DEL chemical space. About 37% of predicted molecules showed a binding affinity of K D < 20 µM, with the strongest being 141 nM, amd 14 of those molecules displayed >100-fold selectivity for HO-1 over heme oxygenase-2 (HO-2). These molecules also showed structural novelty compared to existing HO-1 inhibitors. Docking simulations provided insights into possible selectivity rationale.

2.
Biochim Biophys Acta Proteins Proteom ; 1871(1): 140855, 2023 01 01.
Article in English | MEDLINE | ID: mdl-36182071

ABSTRACT

Bacteria depend on the ferrous iron transport (Feo) system for the uptake of ferrous iron (Fe2+). The Feo system is crucial for colonization and virulence of pathogens. In γ-proteobacteria, the system consists of FeoA, FeoB, and FeoC. The function of FeoA remains unknown. FeoB likely forms the channel, whose regulation has been suggested to involve its GTPase domain (part of its NFeoB domain). FeoC from Klebsiella pneumonia was found to contain a [4Fe4S] cofactor, whose presence was speculated to enhance the GTPase activity of FeoB (Hsueh, K.-L., et al., J. Bacteriol. 2013 195(20): 4726-34). We present results here that support and extend that hypothesis. We monitored the GTPase activity of FeoB by NMR spectroscopy and found that the presence of 7% FeoC-[4Fe-4S]3+ (the highest level of cofactor achieved in vitro) increased the GTPase rate of NFeoB by 3.6-fold over NFeoB. The effect depends on the oxidation state of the cluster; with reduction of the cluster to [4Fe-4S]2+ the GTPase greatly decreased the GTPase rate. From the effects of point mutations in FeoC on GTPase rates, we conclude that Lys62 and Lys68 on FeoC each contribute to increased GTPase activity on NFeoB. Mutation of Thr37 of NFeoB to Ser nearly abolished the GTPase activity. The GTPase activity of the isolated K. pneumoniae NFeoB-FeoC complex (NFeoBC) was found to be higher in KCl than in NaCl solution. We solved the X-ray structure of the NFeoBC crystallized from KCl and compared it with a prior X-ray structure crystalized from NaCl. We propose a hypothesis, consistent with these results, to explain the factors that influence the GTPase activity. Bacteria may use the oxygen-sensitive cluster as a sensor to up-regulate the gate closing speed.


Subject(s)
Iron , Klebsiella pneumoniae , Klebsiella pneumoniae/genetics , Sodium Chloride , Sulfur , GTP Phosphohydrolases/genetics
3.
Cancers (Basel) ; 14(5)2022 Feb 28.
Article in English | MEDLINE | ID: mdl-35267573

ABSTRACT

Grenz-ray therapy (GT) is commonly used for dermatological radiotherapy and has a higher linear energy transfer, relative biological effectiveness (RBE) and oxygen enhancement ratio (OER). GT is a treatment option for lentigo maligna and lentigo maligna melanoma. This study aims to calculate the RBE for DNA double-strand break (DSB) induction and cell survival under hypoxic conditions for GT. The yield of DSBs induced by GT is calculated at the aerobic and hypoxic conditions, using a Monte Carlo damage simulation (MCDS) software. The RBE value for cell survival is calculated using the repair-misrepair-fixation (RMF) model. The RBE values for cell survival for cells irradiated by 15 kV, 10 kV and 10 kVp and titanium K-shell X-rays (4.55 kV) relative to 60Co γ-rays are 1.0-1.6 at the aerobic conditions and moderate hypoxia (2% O2), respectively, but increase to 1.2, 1.4 and 1.9 and 2.1 in conditions of severe hypoxia (0.1% O2). The OER values for DSB induction relative to 60Co γ-rays are about constant and ~2.4 for GT, but the OER for cell survival is 2.8-2.0 as photon energy decreases from 15 kV to 4.55 kV. The results indicate that GT results in more DSB induction and allows effective tumor control for superficial and hypoxic tumors.

4.
PLoS One ; 11(9): e0160627, 2016.
Article in English | MEDLINE | ID: mdl-27583464

ABSTRACT

BACKGROUND: Therapeutic hypothermia during operation decreases postoperative intra-abdominal adhesion formation. We sought to determine the most appropriate duration of hypothermia, and whether hypothermia affects the expression of tissue plasminogen activator (tPA). METHODS: 80 male BALB/c mice weighing 25-30 g are randomized into one of five groups: adhesion model with infusion of 15°C saline for 15 minutes (A); 30 minutes (B); 45 minute (C); adhesion model without infusion of cold saline (D); and sham operation without infusion of cold saline (E). Adhesion scores and tPA levels in the peritoneum fluid levels were analyzed on postoperative days 1, 7, and 14. RESULTS: On day 14, the cold saline infusion groups (A, B, and C) had lower adhesion scores than the without infusion of cold saline group (D). However, only group B (cold saline infusion for 30 minutes) had a significantly lower adhesion scores than group D. Also, group B was found to have 3.4 fold, 2.3 fold, and 2.2 fold higher levels of tPA than group D on days 1, 7, and 14 respectively. CONCLUSIONS: Our results suggest that cold saline infusion for 30 minutes was the optimum duration to decrease postoperative intra-abdominal adhesion formation. The decrease in the adhesion formations could be partly due to an increase in the level of tPA.


Subject(s)
Abdomen/surgery , Hypothermia/metabolism , Tissue Adhesions/prevention & control , Tissue Plasminogen Activator/metabolism , Animals , Body Fluids/metabolism , Male , Mice , Mice, Inbred BALB C
5.
J Bacteriol ; 195(20): 4726-34, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23955005

ABSTRACT

Iron is essential for pathogen survival, virulence, and colonization. Feo is suggested to function as the ferrous iron (Fe(2+)) transporter. The enterobacterial Feo system is composed of 3 proteins: FeoB is the indispensable component and is a large membrane protein likely to function as a permease; FeoA is a small Src homology 3 (SH3) domain protein that interacts with FeoB; FeoC is a winged-helix protein containing 4 conserved Cys residues in a sequence suitable for harboring a putative iron-sulfur (Fe-S) cluster. The presence of an iron-sulfur cluster on FeoC has never been shown experimentally. We report that under anaerobic conditions, the recombinant Klebsiella pneumoniae FeoC (KpFeoC) exhibited hyperfine-shifted nuclear magnetic resonance (NMR) and a UV-visible (UV-Vis) absorbance spectrum characteristic of a paramagnetic center. The electron paramagnetic resonance (EPR) and extended X-ray absorption fine structure (EXAFS) results were consistent only with the [4Fe-4S] clusters. Substituting the cysteinyl sulfur with oxygen resulted in significantly reduced cluster stability, establishing the roles of these cysteines as the ligands for the Fe-S cluster. When exposed to oxygen, the [4Fe-4S] cluster degraded to [3Fe-4S] and eventually disappeared. We propose that KpFeoC may regulate the function of the Feo transporter through the oxygen- or iron-sensitive coordination of the Fe-S cluster.


Subject(s)
Bacterial Proteins/metabolism , Iron-Sulfur Proteins/metabolism , Klebsiella pneumoniae/metabolism , Absorptiometry, Photon , Bacterial Proteins/genetics , Gene Expression Regulation, Bacterial/physiology , Iron-Sulfur Proteins/classification , Iron-Sulfur Proteins/genetics , Klebsiella pneumoniae/genetics , Magnetic Resonance Spectroscopy , Oxidation-Reduction
6.
Biochemistry ; 52(17): 2862-73, 2013 Apr 30.
Article in English | MEDLINE | ID: mdl-23480240

ABSTRACT

We report nuclear magnetic resonance (NMR) data indicating that the Rieske protein from the cytochrome bc complex of Thermus thermophilus (TtRp) undergoes modest redox-state-dependent and ligand-dependent conformational changes. To test models concerning the mechanism by which TtRp transfers between different sites on the complex, we monitored (1)H, (15)N, and (13)C NMR signals as a function of the redox state and molar ratio of added ligand. Our studies of full-length TtRp were conducted in the presence of dodecyl phosphocholine micelles to solvate the membrane anchor of the protein and the hydrophobic tail of the ligand (hydroubiquinone). NMR data indicated that hydroubiquinone binds to TtRp and stabilizes an altered protein conformation. We utilized a truncated form of the Rieske protein lacking the membrane anchor (trunc-TtRp) to investigate redox-state-dependent conformational changes. Local chemical shift perturbations suggested possible conformational changes at prolyl residues. Detailed investigations showed that all observable prolyl residues of oxidized trunc-TtRp have trans peptide bond configurations but that two of these peptide bonds (Cys151-Pro152 and Gly169-Pro170 located near the iron-sulfur cluster) become cis in the reduced protein. Changes in the chemical shifts of backbone signals provided evidence of redox-state- and ligand-dependent conformational changes localized near the iron-sulfur cluster. These structural changes may alter interactions between the Rieske protein and the cytochrome b and c sites and provide part of the driving force for movement of the Rieske protein between these two sites.


Subject(s)
Electron Transport Complex III/metabolism , Nuclear Magnetic Resonance, Biomolecular/methods , Thermus thermophilus/metabolism , Amino Acid Sequence , Electron Transport , Electron Transport Complex III/chemistry , Models, Molecular , Molecular Sequence Data , Oxidation-Reduction
7.
Biochemistry ; 51(22): 4453-62, 2012 Jun 05.
Article in English | MEDLINE | ID: mdl-22583201

ABSTRACT

IscR is an Fe-S cluster-containing transcription factor involved in a homeostatic mechanism that controls Fe-S cluster biogenesis in Escherichia coli. Although IscR has been proposed to act as a sensor of the cellular demands for Fe-S cluster biogenesis, the mechanism by which IscR performs this function is not known. In this study, we investigated the biochemical properties of the Fe-S cluster of IscR to gain insight into the proposed sensing activity. Mössbauer studies revealed that IscR contains predominantly a reduced [2Fe-2S](+) cluster in vivo. However, upon anaerobic isolation of IscR, some clusters became oxidized to the [2Fe-2S](2+) form. Cluster oxidation did not, however, alter the affinity of IscR for its binding site within the iscR promoter in vitro, indicating that the cluster oxidation state is not important for regulation of DNA binding. Furthermore, characterization of anaerobically isolated IscR using resonance Raman, Mössbauer, and nuclear magnetic resonance spectroscopies leads to the proposal that the [2Fe-2S] cluster does not have full cysteinyl ligation. Mutagenesis studies indicate that, in addition to the three previously identified cysteine residues (Cys92, Cys98, and Cys104), the highly conserved His107 residue is essential for cluster ligation. Thus, these data suggest that IscR binds the cluster with an atypical ligation scheme of three cysteines and one histidine, a feature that may be relevant to the proposed function of IscR as a sensor of cellular Fe-S cluster status.


Subject(s)
Escherichia coli Proteins/chemistry , Escherichia coli/chemistry , Iron-Sulfur Proteins/chemistry , Transcription Factors/chemistry , DNA/metabolism , Escherichia coli/metabolism , Escherichia coli Proteins/isolation & purification , Escherichia coli Proteins/metabolism , Histidine/chemistry , Iron-Sulfur Proteins/metabolism , Oxidation-Reduction , Protein Binding , Spectroscopy, Mossbauer , Spectrum Analysis, Raman , Transcription Factors/isolation & purification , Transcription Factors/metabolism
8.
J Am Chem Soc ; 132(23): 7908-18, 2010 Jun 16.
Article in English | MEDLINE | ID: mdl-20496909

ABSTRACT

The Rieske protein component of the cytochrome bc complex contains a [2Fe-2S] cluster ligated by two cysteines and two histidines. We report here the pK(a) values of each of the imidazole rings of the two ligating histidines (His134 and His154) in the oxidized and reduced states of the Rieske protein from Thermus thermophilus (TtRp) as determined by NMR spectroscopy. Knowledge of these pK(a) values is of critical interest because of their pertinence to the mechanism of electron and proton transfer in the bifurcated Q-cycle. Although we earlier had observed the pH dependence of a (15)N NMR signal from each of the two ligand histidines in oxidized TtRp (Lin, I. J.; Chen, Y.; Fee, J. A.; Song, J.; Westler, W. M.; Markley, J. L. J. Am. Chem. Soc. 2006, 128, 10672-10673), the strong paramagnetism of the [2Fe-2S] cluster prevented the assignment of these signals by conventional methods. Our approach here was to take advantage of the unique histidine-leucine (His134-Leu135) sequence and to use residue-selective labeling to establish a key sequence-specific assignment, which was then extended. Analysis of the pH dependence of assigned (13)C', (13)C(alpha), and (15)N(epsilon2) signals from the two histidine cluster ligands led to unambiguous assignment of the pK(a) values of oxidized and reduced TtRp. The results showed that the pK(a) of His134 changes from 9.1 in oxidized to approximately 12.3 in reduced TtRp, whereas the pK(a) of His154 changes from 7.4 in oxidized to approximately 12.6 in reduced TtRp. This establishes His154, which is close to the quinone when the Rieske protein is in the cytochrome b site, as the residue experiencing the remarkable redox-dependent pK(a) shift. Secondary structural analysis of oxidized and reduced TtRp based upon our extensive chemical shift assignments rules out a large conformational change between the oxidized and reduced states. Therefore, TtRp likely translocates between the cytochrome b and cytochrome c sites by passive diffusion. Our results are most consistent with a mechanism involving the coupled transfer of an electron and transfer of the proton across the hydrogen bond between the hydroquinone and His154 at the cytochrome b site.


Subject(s)
Electron Transport Complex III/chemistry , Nuclear Magnetic Resonance, Biomolecular , Protons , Thermus thermophilus/enzymology , Amino Acid Sequence , Electron Transport , Electron Transport Complex III/metabolism , Hydrogen-Ion Concentration , Models, Molecular , Molecular Sequence Data , Protein Conformation
9.
J Mol Biol ; 356(1): 72-85, 2006 Feb 10.
Article in English | MEDLINE | ID: mdl-16337232

ABSTRACT

The double-stranded telomeric repeat-binding protein (TRP) AtTRP1 is isolated from Arabidopsis thaliana. Using gel retardation assays, we defined the C-terminal 97 amino acid residues, Gln464 to Val560 (AtTRP1(464-560)), as the minimal structured telomeric repeat-binding domain. This region contains a typical Myb DNA-binding motif and a C-terminal extension of 40 amino acid residues. The monomeric AtTRP1(464-560) binds to a 13-mer DNA duplex containing a single repeat of an A.thaliana telomeric DNA sequence (GGTTTAG) in a 1:1 complex, with a K(D) approximately 10(-6)-10(-7) M. Nuclear magnetic resonance (NMR) examination revealed that the solution structure of AtTRP1(464-560) is a novel four-helix tetrahedron rather than the three-helix bundle structure found in typical Myb motifs and other TRPs. Binding of the 13-mer DNA duplex to AtTRP1(464-560) induced significant chemical shift perturbations of protein amide resonances, which suggests that helix 3 (H3) and the flexible loop connecting H3 and H4 are essential for telomeric DNA sequence recognition. Furthermore, similar to that in hTRF1, the N-terminal arm likely contributes to or stabilizes DNA binding. Sequence comparisons suggested that the four-helix structure and the involvement of the loop residues in DNA binding may be features unique to plant TRPs.


Subject(s)
Arabidopsis/chemistry , DNA, Plant/chemistry , DNA, Plant/metabolism , Protein Folding , Telomeric Repeat Binding Protein 1/chemistry , Telomeric Repeat Binding Protein 1/metabolism , Amino Acid Sequence , Animals , Arabidopsis/genetics , DNA, Plant/genetics , Humans , Hydrophobic and Hydrophilic Interactions , Models, Molecular , Molecular Sequence Data , Nuclear Magnetic Resonance, Biomolecular , Protein Binding , Protein Structure, Secondary , Protein Structure, Tertiary , Sequence Alignment , Sequence Homology, Amino Acid , Telomeric Repeat Binding Protein 1/genetics
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