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1.
SLAS Discov ; 29(5): 100171, 2024 Jun 23.
Article in English | MEDLINE | ID: mdl-38917882

ABSTRACT

DNA-encoded small molecule library technology has recently emerged as a new paradigm for identifying ligands against drug targets. To date, it has been used to identify ligands against targets that are soluble or overexpressed on cell surfaces. Here, we report applying cell-based selection methods to profile surfaces of mouse C2C12 myoblasts and myotube cells in an unbiased, target agnostic manner. A panel of on-DNA compounds were identified and confirmed for cell binding selectivity. We optimized the cell selection protocol and employed a novel data analysis method to identify cell selective ligands against a panel of human B and T lymphocytes. We discuss the generality of using this workflow for DNA encoded small molecule library selection and data analysis against different cell types, and the feasibility of applying this method to profile cell surfaces for biomarker and target identification.

2.
Nutr Neurosci ; 25(9): 1801-1812, 2022 Sep.
Article in English | MEDLINE | ID: mdl-33779525

ABSTRACT

OBJECTIVE: Migraine is a common disease worldwide and migraine prevention is primarily currently based on pharmaceuticals. The mechanism of Vitamin B2 may positively contribute to migraine. This systematic review and meta-analysis aimed to evaluate the impact of Vitamin B2 supplementation on the days, duration, frequency, and pain score of the migraine attack. METHODS: : The PRISMA guideline was used for the studying process. Five electronic databases, PubMed, Embase, Cochrane, CINAHL, and CEPS were searched from 1990 to March 2019. The search terms were Vitamin B2, migraine, and prophylactic. A meta-analysis was performed using Comprehensive Meta-Analysis (CMA) version. RESULTS: : Nine articles were included in systemic review and finally meta-analysis. Eight randomized controlled trials and one controlled clinical trial with 673 subjects were analyzed using meta-analysis. Vitamin B2 supplementation significantly decreased migraine days (p = .005, I2 = 89%), duration (p = .003, I2 = 0), frequency (p = .001, I2 = 65%), and pain score (p = .015, I2 = 84%). CONCLUSIONS: A pooled analysis of available randomized controlled clinical trials demonstrated that Vitamin B2 400 mg/day for three months supplementation had significant effect on days, duration, frequency, and pain score of migraine attacks.


Subject(s)
Migraine Disorders , Riboflavin , Dietary Supplements , Humans , Migraine Disorders/drug therapy , Migraine Disorders/prevention & control , Pain , Randomized Controlled Trials as Topic , Riboflavin/therapeutic use
3.
iScience ; 24(3): 102147, 2021 Mar 19.
Article in English | MEDLINE | ID: mdl-33665566

ABSTRACT

Single-cell transcriptomics suffer from sensitivity limits that restrict low abundance transcript identification, affects clustering and can hamper downstream analyses. Here, we describe Constellation sequencing (Constellation-Seq), a molecular transcriptome filter that delivers two orders of magnitude sensitivity gains by maximizing read utility while reducing the data sparsity and sequencing costs. The technique reliably measures changes in gene expression and was demonstrated by resolving rare dendritic cell populations from a peripheral blood mononuclear cell sample sample and exploring their biology with extreme resolution. The simple and powerful method is fully compatible with standard scRNA-Seq library preparation protocols and can be used for hypothesis testing, marker validation or investigating pathways.

4.
Bioorg Med Chem ; 22(7): 2353-65, 2014 Apr 01.
Article in English | MEDLINE | ID: mdl-24593905

ABSTRACT

The inhibition of protein-protein interactions remains a challenge for traditional small molecule drug discovery. Here we describe the use of DNA-encoded library technology for the discovery of small molecules that are potent inhibitors of the interaction between lymphocyte function-associated antigen 1 and its ligand intercellular adhesion molecule 1. A DNA-encoded library with a potential complexity of 4.1 billion compounds was exposed to the I-domain of the target protein and the bound ligands were affinity selected, yielding an enriched small-molecule hit family. Compounds representing this family were synthesized without their DNA encoding moiety and found to inhibit the lymphocyte function-associated antigen 1/intercellular adhesion molecule-1 interaction with submicromolar potency in both ELISA and cell adhesion assays. Re-synthesized compounds conjugated to DNA or a fluorophore were demonstrated to bind to cells expressing the target protein.


Subject(s)
Drug Discovery , Lymphocyte Function-Associated Antigen-1/metabolism , Small Molecule Libraries/pharmacology , Cell Adhesion/drug effects , Dose-Response Relationship, Drug , Humans , Jurkat Cells , Ligands , Molecular Structure , Protein Binding/drug effects , Small Molecule Libraries/chemical synthesis , Small Molecule Libraries/chemistry , Structure-Activity Relationship
5.
Int J Med Mushrooms ; 15(3): 267-75, 2013.
Article in English | MEDLINE | ID: mdl-23662614

ABSTRACT

The culinary-medicinal king oyster mushroom Pleurotus eryngii is known to contain ergothioneine, and its products, including fruiting bodies, mycelia, and solid-state fermented products (adlay and buckwheat), were prepared to study their antioxidant properties. Fruiting bodies, regular and Hi-Ergo mycelia, and fermented products contained 2.05, 1.68, 5.76, 0.79-0.80 mg/g of ergothioneine, respectively. On the basis of the results obtained, P. eryngii products had effective antioxidant activity, reducing power, and scavenging ability on 1,1-diphenyl-2-picrylhydrazyl radicals and chelating ability on ferrous ions. Hi-Ergo mycelia was the most effective in the first 3 antioxidant properties in addition to its ergothioneine content. In addition, fruiting bodies were more effective in all antioxidant properties than regular mycelia. For ethanolic and hot water extracts from mycelia and fruiting bodies, the correlation coefficients between total phenol contents and each antioxidant attribute were 0.483-0.921. Overall, P. eryngii products with high amounts of ergothioneine could be used beneficially as a functional food.


Subject(s)
Agaricales/chemistry , Antioxidants/metabolism , Ergothioneine/metabolism , Ergothioneine/pharmacology , Mycelium/chemistry , Pleurotus/chemistry , Antioxidants/chemistry , Ergothioneine/chemistry , Fermentation , Pleurotus/metabolism
6.
Int J Med Mushrooms ; 14(1): 85-93, 2012.
Article in English | MEDLINE | ID: mdl-22339711

ABSTRACT

Pleurotus eryngii (DC. : Fr.) Ouel. was used in solid-state fermentation to develop novel mushroom products with a high amount of ergothioneine. The correlation coefficients between ergothioneine content and biomass were 0.8878 and 0.9206 for fermented adlay and buckwheat, respectively. Using optimal conditions, Pleurotus-fermented adlay and buckwheat (PFA and PFB) with the ergothioneine contents of 795.5 and 786.1 mg/ kg, respectively, were prepared. However, mycelia contained the highest ergothioneine content of 1514.6 mg/kg. As a result of SSF by P. eryngii, PFA and PFB contained more taste components than adlay and buckwheat, as evidenced by higher contents of total sugars and polyols, total free amino acids and monosodium glutamate-like components, and total and flavor 5'-nucleotides. In addition, PFB and buckwheat showed comparable equivalent umami concentration (EUC) values, whereas PFA showed a higher EUC value than adlay. Overall, Pleurotus-fermented products with a high amount of ergothioneine will be a novel functional food.


Subject(s)
Ergothioneine/chemistry , Functional Food/standards , Pleurotus/chemistry , Fermentation/physiology , Humans , Taste
7.
PLoS One ; 4(3): e4949, 2009.
Article in English | MEDLINE | ID: mdl-19305495

ABSTRACT

BACKGROUND: Glycerol nucleic acid (GNA) has an acyclic phosphoglycerol backbone repeat-unit, but forms stable duplexes based on Watson-Crick base-pairing. Because of its structural simplicity, GNA is of particular interest with respect to the possibility of evolving functional polymers by in vitro selection. Template-dependent GNA synthesis is essential to any GNA-based selection system. PRINCIPAL FINDINGS: In this study, we investigated the ability of various DNA polymerases to use glycerol-nucleoside triphosphates (gNTPs) as substrates for GNA synthesis on DNA templates. Therminator DNA polymerase catalyzes quantitative primer-extension by the incorporation of two glyceronucleotides, with much less efficient extension up to five glyceronucleotides. Steady-state kinetic experiments suggested that GNA synthesis by Therminator was affected by both decreased catalytic rates and weakened substrate binding, especially for pyrimidines. In an attempt to improve pyrimidine incorporation by providing additional stacking interactions, we synthesized two new gNTP analogs with 5-propynyl substituted pyrimidine nucleobases. This led to more efficient incorporation of gC, but not gT. CONCLUSIONS: We suggest that directed evolution of Therminator might lead to mutants with improved substrate binding and catalytic efficiency.


Subject(s)
DNA Primers , DNA-Directed DNA Polymerase/metabolism , DNA/chemistry , Glycerol/chemistry , Templates, Genetic , DNA Primers/chemistry , DNA Primers/metabolism , Molecular Structure , Nucleic Acid Conformation
8.
Proc Natl Acad Sci U S A ; 104(37): 14598-603, 2007 Sep 11.
Article in English | MEDLINE | ID: mdl-17785419

ABSTRACT

Glycerol nucleic acid (GNA) is an interesting alternative base-pairing system based on an acyclic, glycerol-phosphate backbone repeat unit. The question of whether DNA polymerases can catalyze efficient template-dependent synthesis using GNA as the template is of particular interest because GNA is unable to form a stable duplex with DNA. In the present study, we screened a variety of DNA polymerases for GNA-dependent DNA synthesis. We find that Bst DNA polymerase can catalyze full-length DNA synthesis on a dodecamer GNA template. The efficiency of DNA synthesis is increased by replacing adenine with diaminopurine in both the GNA template and the DNA monomers and by the presence of manganese ions. We suggest that the BstDNA polymerase maintains a short, transient region of base-pairing between the DNA product strand and the GNA template, but that stable duplex formation between product and template strands is not required for template-dependent polymerization.


Subject(s)
DNA-Directed DNA Polymerase/metabolism , DNA/biosynthesis , Glycerol/chemistry , Nucleic Acids/chemistry , Base Pairing , Base Sequence , Buffers , Catalysis , Cations, Divalent/chemistry , Circular Dichroism , Hot Temperature , Hydrogen-Ion Concentration , Kinetics , Manganese/chemistry , Mass Spectrometry , Molecular Sequence Data , Molecular Structure , Nucleic Acid Denaturation/drug effects , Nucleic Acids/chemical synthesis , Oligonucleotides/chemical synthesis , Oligonucleotides/pharmacology , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Templates, Genetic
9.
Biochemistry ; 44(36): 12188-95, 2005 Sep 13.
Article in English | MEDLINE | ID: mdl-16142917

ABSTRACT

Four recombinant mutants of human fetal hemoglobin [Hb F (alpha2gamma2)] with amino acid substitutions at the position 43 of the gamma-chain, rHb (gammaD43L), rHb (gammaD43E), rHb (gammaD43W), and rHb (gammaD43R), have been expressed in our Escherichia coli expression system and used to investigate their inhibitory effect on the polymerization of deoxygenated sickle cell hemoglobin (Hb S). Oxygen-binding studies show that rHb (gammaD43E), rHb (gammaD43W), and rHb (gammaD43R) exhibit higher oxygen affinity than human normal adult hemoglobin (Hb A), Hb F, or rHb (gammaD43L), and all four rHbs are cooperative in binding O2. Proton nuclear magnetic resonance (NMR) studies of these four rHbs indicate that the quaternary and tertiary structures around the heme pockets are similar to those of Hb F in both deoxy (T) and liganded (R) states. Solution light-scattering experiments indicate that these mutants remain mostly tetrameric in the liganded (R) state. In equimolar mixtures of Hb S and each of the four rHb mutants (gammaD43L, gammaD43E, gammaD43R, and gammaD43W), the solubility (Csat) of each of the pairs of Hbs is higher than that of a similar mixture of Hb S and Hb A, as measured by dextran-Csat experiments. Furthermore, the Csat values for Hb S/rHb (gammaD43L), Hb S/rHb (gammaD43E), and Hb S/rHb (gammaD43R) mixtures are substantially higher than that for Hb S/Hb F. The results suggest that these three mutants of Hb F are more effective than Hb F in inhibiting the polymerization of deoxy-Hb S in equimolar mixtures.


Subject(s)
Fetal Hemoglobin/genetics , Fetal Hemoglobin/metabolism , Hemoglobin, Sickle/chemistry , Hemoglobin, Sickle/metabolism , Mutation/genetics , Dextrans , Fetal Hemoglobin/pharmacology , Humans , Hydrogen-Ion Concentration , Magnetic Resonance Spectroscopy , Oxygen/metabolism , Protein Structure, Quaternary/drug effects , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Recombinant Proteins/pharmacology
10.
Protein J ; 24(3): 133-46, 2005 Apr.
Article in English | MEDLINE | ID: mdl-16096719

ABSTRACT

PEGylation induced changes in molecular volume and solution properties of HbA have been implicated as potential modulators of its vasoconstrictive activity. However, our recent studies with PEGylated Hbs carrying two PEG chains/Hb, have demonstrated that the modulation of the vasoconstrictive activity of Hb is not a direct correlate of the molecular volume and solution properties of the PEGylated Hb and implicated a role for the surface charge and/or the pattern of surface decoration of Hb with PEG. HbA has now been modified by thiolation mediated maleimide chemistry based PEGylation that does not alter its surface charge and conjugates multiple copies of PEG5K chains. This protocol has been optimized to generate a PEGylated Hb, (SP-PEG5K)(6)-Hb, that carries approximately six PEG5K chains/Hb - HexaPEGylated Hb. PEGylation increased the O(2) affinity of Hb and desensitized the molecule for the influence of ionic strength, pH, and allosteric effectors, presumably a consequence of the hydrated PEG-shell generated around the protein. The total PEG mass in (SP-PEG5K)(6)-Hb, its molecular volume, O(2) affinity and solution properties are similar to that of another PEGylated Hb, (SP-PEG20K)(2)-Hb, that carries two PEG20K chains/Hb. However, (SP-PEG5K)(6)-Hb exhibited significantly reduced vasoconstriction mediated response than (SP-PEG20K)(2)-Hb. These results demonstrate that the enhanced molecular size and solution properties achieved through the conjugation of multiple copies of small PEG chains to Hb is more effective in decreasing its vasoconstrictive activity than that achieved through the conjugation of a comparable PEG mass using a small number of large PEG chains.


Subject(s)
Hemoglobin A/chemistry , Hemoglobin A/metabolism , Polyethylene Glycols/chemistry , Sulfhydryl Compounds/chemistry , Animals , Cricetinae , Hemodynamics , Humans , Maleimides/chemistry , Molecular Structure , Osmotic Pressure , Protein Subunits/chemistry , Protein Subunits/metabolism , Viscosity
12.
J Mol Biol ; 340(4): 857-68, 2004 Jul 16.
Article in English | MEDLINE | ID: mdl-15223326

ABSTRACT

The dynamical effect of eliminating specific tertiary H-bonds in the hemoglobin (Hb) tetramer has been investigated by site-directed mutagenesis and time-resolved absorption and ultraviolet resonance Raman (UVRR) spectroscopy. The Trp alpha 14...Thr alpha 67 and Trp beta 15...Ser beta 72 H-bonds connect the A and E helices in the alpha and beta chains, and are proposed to break in the earliest protein intermediate (Rdeoxy) following photo-deligation of HbCO, along with a second pair of H-bonds involving tyrosine residues. Mutation of the acceptor residues Thr alpha 67 and Ser beta 72 to Val and Ala eliminates the A-E H-bonds, but has been shown to have no significant effect on ligand-binding affinity or cooperativity, or on spectroscopic markers of the T-state quaternary interactions. However, the mutations have profound and unexpected effects on the character of the Rdeoxy intermediate, and on the dynamics of the subsequent steps leading to the T state. Formation of the initial quaternary contact (RT intermediate) is accelerated, by an order of magnitude, but the locking-in of the T state is delayed by a factor of 2. These rate effects are essentially the same for either mutation, or for the double mutation, suggesting that the alpha beta dimer behaves as a mechanically coupled dynamical unit. Further evidence for intra-dimer coupling is provided by the Rdeoxy UVRR spectrum, in which either or both mutations eliminate the tyrosine difference intensity, although only tryptophan H-bonds are directly affected. A possible mechanism for mechanical coupling is outlined, involving transmission of forces through the alpha(1)beta(1) (and alpha(2)beta(2)) interface. The present observations establish that quaternary motions can occur on the approximately 100 ns time-scale. They show also that a full complement of interhelical H-bonds actually slows the initial quaternary motion in Hb, but accelerates the locking in of the T-contacts.


Subject(s)
Amino Acid Substitution , Carboxyhemoglobin/chemistry , Hemoglobin A/genetics , Hemoglobin A/metabolism , Protein Structure, Tertiary , Spectrum Analysis, Raman , Absorption , Allosteric Regulation , Carboxyhemoglobin/metabolism , Dimerization , Escherichia coli/genetics , Genetic Variation , Heme/chemistry , Hemoglobin A/chemistry , Humans , Hydrogen Bonding , Hydrogen-Ion Concentration , Kinetics , Ligands , Models, Molecular , Mutagenesis, Site-Directed , Oxygen/metabolism , Photolysis , Protein Binding , Protein Structure, Quaternary , Reference Standards , Reproducibility of Results , Tryptophan/genetics
13.
Protein Sci ; 13(5): 1266-75, 2004 May.
Article in English | MEDLINE | ID: mdl-15096632

ABSTRACT

The influence of the deletion of the tetra peptide segment alpha(23-26) of the B-helix of the alpha-chain of hemoglobin-A on its assembly, structure, and functional properties has been investigated. The hemoglobin with the deletion, ss-Hemoglobin-Einstein, is readily assembled from semisynthetic alpha(1-141) des(23-26) globin and human betaA-chain. The deletion of alpha(23-26) modulates the O2 affinity of hemoglobin in a buffer/allosteric effector specific fashion, but has little influence on the Bohr effect. The deletion has no influence on the thermodynamic stability of the alpha1beta1 and the alpha1beta2 interface. The semisynthetic hemoglobin exhibits normal intersubunit interactions at the alpha1beta1 and alpha1beta2 interfaces as reflected by 1H-NMR spectroscopy. Molecular modeling studies of ss-Hemoglobin-Einstein suggest that the segment alpha(28-35) is in a helical conformation, while the segment alpha(19-22) is the nonhelical AB region. The shortened B-helix conserves the interactions of alpha1beta1 interface. The results demonstrate a high degree of plasticity in the hemoglobin structure that accommodates the deletion of alpha(23-26) without perturbing its overall global conformation.


Subject(s)
Hemoglobin A/chemistry , Hemoglobins, Abnormal/chemistry , Hemoglobin A/isolation & purification , Hemoglobins, Abnormal/metabolism , Magnetic Resonance Spectroscopy , Mass Spectrometry , Models, Molecular , Oxygen/chemistry , Oxygen/metabolism , Peptides/chemical synthesis , Peptides/chemistry , Protein Structure, Secondary , Protein Subunits/chemistry , Sequence Deletion , Thermodynamics
14.
Biophys Chem ; 100(1-3): 131-42, 2003.
Article in English | MEDLINE | ID: mdl-12646359

ABSTRACT

Three recombinant mutant hemoglobins (rHbs) of human normal adult hemoglobin (Hb A), rHb (alphaT67V), rHb (betaS72A), and rHb (alphaT67V, betaS72A), have been constructed to test the role of the tertiary intra-subunit H-bonds between alpha67T and alpha14W and between beta72S and beta15W in the cooperative oxygenation of Hb A. Oxygen-binding studies in 0.1 M sodium phosphate buffer at 29 degrees C show that rHb (alphaT67V), rHb (betaS72A), and rHb (alphaT67V, betaS72A) exhibit oxygen-binding properties similar to those of Hb A. The binding of oxygen to these rHbs is highly cooperative, with a Hill coefficient of approximately 2.8, compared to approximately 3.1 for Hb A. Proton nuclear magnetic resonance (NMR) studies show that rHb (alphaT67V), rHb (betaS72A), rHb (alphaT67V, betaS72A), and Hb A have similar quaternary structures in the alpha(1)beta(2) subunit interfaces. In particular, the inter-subunit H-bonds between alpha42Tyr and beta99Asp and between beta37Trp and alpha94Asp are maintained in the mutants in the deoxy form. There are slight perturbations in the distal heme pocket region of the alpha- and beta-chains in the mutants. A comparison of the exchangeable 1H resonances of Hb A with those of these three rHbs suggests that alpha67T and beta72S are H-bonded to alpha14W and beta15W, respectively, in the CO and deoxy forms of Hb A. The absence of significant free energy changes for the oxygenation process of these three rHbs compared to those of Hb A, even though the inter-helical H-bonds are abolished, indicates that these two sets of H-bonds are of comparable strength in the ligated and unligated forms of Hb A. Thus, the mutations at alphaT67V and betaS72A do not affect the overall energetics of the oxygenation process. The preserved cooperativity in the binding of oxygen to these three mutants also implies that there are multiple interactions involved in the oxygenation process of Hb A.


Subject(s)
Energy Metabolism/physiology , Hemoglobin A/chemistry , Hemoglobin A/genetics , Oxygen Consumption/physiology , Adult , Escherichia coli/genetics , Hemoglobin A/isolation & purification , Humans , Hydrogen Bonding , Hydrogen-Ion Concentration , Kinetics , Magnetic Resonance Spectroscopy , Mutation/physiology , Plasmids/genetics , Protein Conformation , Recombinant Proteins/chemistry , Recombinant Proteins/isolation & purification
15.
Biophys Chem ; 98(1-2): 15-25, 2002 Jul 10.
Article in English | MEDLINE | ID: mdl-12128186

ABSTRACT

By introducing an additional H-bond in the alpha(1)beta(2) subunit interface or altering the charge properties of the amino acid residues in the alpha(1)beta(1) subunit interface of the hemoglobin molecule, we have designed and expressed recombinant hemoglobins (rHbs) with low oxygen affinity and high cooperativity. Oxygen-binding measurements of these rHbs under various experimental conditions show interesting properties in response to pH (Bohr effect) and allosteric effectors. Proton nuclear magnetic resonance studies show that these rHbs can switch from the oxy (or CO) quaternary structure (R) to the deoxy quaternary structure (T) without changing their ligation states upon addition of an allosteric effector, inositol hexaphosphate, and/or reduction of the ambient temperature. These results indicate that if we can provide extra stability to the T state of the hemoglobin molecule without perturbing its R state, we can produce hemoglobins with low oxygen affinity and high cooperativity. Some of these rHbs are also quite stable against autoxidation compared to many of the known abnormal hemoglobins with altered oxygen affinity and cooperativity. These results have provided new insights into the structure-function relationship in hemoglobin.


Subject(s)
Hemoglobins/metabolism , Oxygen/metabolism , Adult , Hemoglobins/chemistry , Hemoglobins/genetics , Humans , Kinetics , Mutation , Nuclear Magnetic Resonance, Biomolecular/methods , Protons , Recombinant Proteins/chemistry , Recombinant Proteins/metabolism , Temperature
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