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1.
Neurochem Res ; 47(4): 952-966, 2022 Apr.
Article in English | MEDLINE | ID: mdl-34855047

ABSTRACT

The study of human neurons and their interaction with neurochemicals is difficult due to the inability to collect primary biomaterial. However, recent advances in the cultivation of human stem cells, methods for their neuronal differentiation and chimeric fluorescent calcium indicators have allowed the creation of model systems in vitro. In this paper we report on the development of a method to obtain human neurons with the GCaMP6s calcium indicator, based on a human iPSC line with the TetON-NGN2 transgene complex. The protocol we developed allows us quickly, conveniently and efficiently obtain significant amounts of human neurons suitable for the study of various neurochemicals and their effects on specific neurophysiological activity, which can be easily registered using fluorescence microscopy. In the neurons we obtained, glutamate (Glu) induces rises in [Ca2+]i which are caused by ionotropic receptors for Glu, predominantly of the NMDA-type. Taken together, these facts allow us to consider the model we have created to be a useful and successful development of this technology.


Subject(s)
Induced Pluripotent Stem Cells , Calcium/metabolism , Cell Differentiation , Glutamic Acid/metabolism , Humans , Neurons/metabolism
2.
Anal Bioanal Chem ; 413(21): 5333-5347, 2021 Sep.
Article in English | MEDLINE | ID: mdl-34235566

ABSTRACT

Skin secretion represents the only means of defense for the majority of frog species. That phenomenon is based on the fact that the main components of the secretion are peptides demonstrating greatly varying types of bioactivity. They fulfill regulatory functions, fight microorganisms and may be even helpful against predators. These peptides are considered to be rather promising pharmaceuticals of future generation as according to the present knowledge microorganisms are unlikely to develop resistance to them. Mass spectrometry sequencing of these peptides is the most efficient first step of their study providing reliably their primary structures, i.e., amino acids sequence and S-S bond motif. Besides discovering new bioactive peptides, mass spectrometry appears to be an efficient tool of taxonomy studies, allowing for distinguishing not only between closely related species, but also between populations of the same species. Application of several tandem mass spectrometry tools (CID, HCD, ETD, EThcD) available with Orbitrap mass analyzer allowed us to obtain full sequence of about 60 peptides in the secretion of Slovenian population of brown ranid frog Rana temporaria. The problem of sequence inside C-terminal cycle formed by two Cys and differentiation of isomeric Leu and Ile residues was done in top-down mode without any derivatization steps. Besides general biomarkers of Rana temporaria species, Central Slovenian population of Rana temporaria demonstrates six novel temporins and one brevinin 1, which may be treated as biomarkers of that population.


Subject(s)
Amphibian Proteins/analysis , Antimicrobial Cationic Peptides/analysis , Rana temporaria , Amino Acid Sequence , Animals , Moscow , Rana temporaria/metabolism , Sequence Analysis, Protein , Skin/chemistry , Slovenia , Species Specificity , Tandem Mass Spectrometry
3.
Biochemistry (Mosc) ; 85(3): 344-354, 2020 Mar.
Article in English | MEDLINE | ID: mdl-32564739

ABSTRACT

Functionally important multidomain bacterial protein bS1 is the largest ribosomal protein of subunit 30S. It interacts with both mRNA and proteins and is prone to aggregation, although this process has not been studied in detail. Here, we obtained bacterial strains overproducing ribosomal bS1 protein from Thermus thermophilus and its stable fragment bS1(49) and purified these proteins. Using fluorescence spectroscopy, dynamic light scattering, and high-performance liquid chromatography combined with mass spectrometric analysis of products of protein limited proteolysis, we demonstrated that disordered regions at the N- and C-termini of bS1 can play a key role in the aggregation of this protein. The truncated fragment bS1(49) was less prone to aggregation compared to the full-size bS1. The revealed properties of the studied proteins can be used to obtain protein crystals for elucidating the structure of the bS1 stable fragment.


Subject(s)
Bacterial Proteins/metabolism , Ribosomal Proteins/metabolism , Thermus thermophilus/metabolism , Circular Dichroism , Ions , Light , Mass Spectrometry , Protein Binding , Protein Domains , Protein Structure, Secondary , Proteolysis , RNA, Bacterial/metabolism , RNA, Messenger/metabolism , Scattering, Radiation , Spectrometry, Fluorescence , Temperature
4.
Dokl Biochem Biophys ; 491(1): 62-66, 2020 Mar.
Article in English | MEDLINE | ID: mdl-32483752

ABSTRACT

Glutamate (Glu) excitotoxicity, which accompanies brain ischemia or traumatic brain injury, is the leading mechanism of neuronal death. In the present work, we studied the effects of the peptides HFRWPGP (ACTH6-9PGP), KKRRPG, and PyrRP on the survival of cultured cortical neurons on the background of excitotoxic effect of Glu (100 µM). Biochemical (MTT/WST) and morphometric analyzes showed that, depending on the dose, ACTH6-9PGP and KKRRPGP protect neurons from the cells death, while PyrRP, conversely, enhances it. The neuroprotective effect of ACTH6-9PGP is accompanied by a slowdown in the development of delayed calcium dysregulation and synchronous mitochondrial depolarization. Among the studied peptides, only ACTH6-9PGP significantly increased the number of neurons that restored Ca2+ homeostasis after Glu was abolished. The influence of KKRRPGP was less pronounced, whereas PyrRP, on the contrary, reduced the number of neurons with low [Ca2+]i. Thus, this study revealed the high therapeutic significance of ACTH6-9PGP and allowed assessing the prospects for its possible clinical use.


Subject(s)
Calcium/metabolism , Glutamic Acid/chemistry , Neurons/drug effects , Neurons/metabolism , Neuroprotective Agents/pharmacology , Peptides/pharmacology , Animals , Cell Survival/drug effects , Cells, Cultured , Homeostasis , Membrane Potential, Mitochondrial , Microscopy, Fluorescence , Mitochondria/metabolism , Oligopeptides/chemistry , Peptides/chemistry , Rats , Rats, Wistar
5.
Biochemistry (Mosc) ; 84(1): 47-55, 2019 Jan.
Article in English | MEDLINE | ID: mdl-30927525

ABSTRACT

To reveal conformational changes resulting in the formation of insulin fibrils, it is necessary to identify amyloidogenic regions in the structure of protein monomers. Different models of insulin fibrillogenesis have been proposed previously. However, precise regions responsible for the formation of amyloid fibrils have not been identified. Using bioinformatics programs for predicting amyloidogenic regions, we have determined some common amyloidogenic sequences in the structure of insulin monomers. The use of limited proteolysis and mass spectrometry analysis of the obtained protein fragments resistant to the action of proteases allowed us to identify amino acid sequences in the insulin structure that can form the spine of the insulin fibrils. The obtained results are in agreement with the earlier proposed model of fibril formation from the ring-like oligomers and can be used for designing insulin analogs resistant to amyloidogenesis.


Subject(s)
Amino Acid Sequence , Amyloid/genetics , Insulin/chemistry , Peptide Fragments/genetics , Humans , Mass Spectrometry/methods , Proteolysis
6.
Mol Biol (Mosk) ; 52(1): 88-97, 2018.
Article in Russian | MEDLINE | ID: mdl-29512640

ABSTRACT

Studying the effect of cysteine bridges on different energy levels of multistage folding proteins will enable a better understanding of the process of folding and functioning of globular proteins. In particular, it will create prospects for directed change in the stability and rate of protein folding. In this work, using the method of differential scanning microcalorimetry, we have studied the effect of three cysteine bridges introduced in different structural elements of the green fluorescent protein on the denaturation enthalpies, activation energies, and heat-capacity increments when this protein passes from native to intermediate and transition states. The studies have allowed us to confirm that, with this protein denaturation, the process hardly damages the structure initially, but then changes occur in the protein structure in the region of 4-6 beta sheets. The cysteine bridge introduced in this region decreases the hydration of the second transition state and increases the hydration of the second intermediate state during the thermal denaturation of the green fluorescent protein.


Subject(s)
Cysteine/chemistry , Green Fluorescent Proteins/chemistry , Protein Folding , Animals , Kinetics , Protein Denaturation , Thermodynamics
7.
World J Microbiol Biotechnol ; 34(2): 20, 2018 Jan 04.
Article in English | MEDLINE | ID: mdl-29302805

ABSTRACT

Production of trehalolipid biosurfactants by Rhodococcus erythropolis S67 depending on the growth temperature was studied. R. erythropolis S67 produced glycolipid biosurfactants such as 2,3,4-succinoyl-octanoyl-decanoyl-2'-decanoyl trehalose and 2,3,4-succinoyl-dioctanoyl-2'-decanoyl trehalose during the growth in n-hexadecane medium at 26 and 10 °C, despite the different aggregate state of the hydrophobic substrate at low temperature. The surface tension of culture medium was found being reduced from 72 to 27 and 45 mN m-1, respectively. Production of trehalolipid biosurfactants by R. erythropolis S67 at low temperature could be useful for the biodegradation of petroleum hydrocarbons at low temperatures by enhancing the bioremediation performance in cold regions.


Subject(s)
Biodegradation, Environmental , Cold Temperature , Rhodococcus/growth & development , Rhodococcus/metabolism , Surface-Active Agents/chemistry , Surface-Active Agents/metabolism , Alkanes/metabolism , Culture Media/chemistry , DNA Gyrase/genetics , Fatty Acids/analysis , Glycolipids/chemistry , Glycolipids/metabolism , Hydrocarbons/metabolism , Petroleum/metabolism , Phylogeny , Rhodococcus/classification , Rhodococcus/genetics , Surface Tension , Surface-Active Agents/isolation & purification , Trehalose/metabolism
8.
Mol Biol (Mosk) ; 52(1): 51-61, 2018.
Article in Russian | MEDLINE | ID: mdl-29512636

ABSTRACT

As has been recently shown, the toxicity of protein aggregates is determined by their structure. Therefore, special attention has been focused on the search for factors that specify the structural features of formed amyloid fibrils. The effect of amino acid substitutions in apomyoglobin on the structural characteristics of its amyloid aggregates has been analyzed. The morphology and secondary structure of amyloids of the wild-type protein and its mutant variants Val10Ala, Val10Phe, and Trp14Phe have been compared, and the regions involved in intermolecular interactions in fibrils have been determined using limited proteolysis and mass spectrometry. No considerable differences have been found in the morphology (shape, length, or diameter) or the content (percentage) of the cross-ß structure of apomyoglobin amyloids and its mutant variants. Amyloid cores of wild-type apomyoglobin and variants with Val10Phe and Trp14Phe substitutions have been formed by different regions of the polypeptide chain. The case study of apomyoglobin demonstrates that the location of amyloidogenic regions in the polypeptide chain of wild-type protein and its mutant forms can differ. Thus, possible structural changes in amyloids resulting from amino acid substitutions should be taken into account when studying phenotype aggregation.


Subject(s)
Amyloid/chemistry , Apoproteins/chemistry , Myoglobin/chemistry , Amino Acid Substitution , Animals , Apoproteins/genetics , Myoglobin/genetics , Protein Structure, Secondary
9.
Mol Biol (Mosk) ; 52(1): 136-151, 2018.
Article in Russian | MEDLINE | ID: mdl-29512646

ABSTRACT

The scientific interest to the structural and functional properties of actin is determined by its abundance in cells. Being an important component of the cytoskeleton, actin is involved in many protein-protein interactions. Using crystal structures and molecular models, we have mapped the amino acid residues that are involved in these interactions and form the ATP-binding site of the actin monomer. Moreover, using mass spectrometry and high-performance liquid chromatography methods, we have discovered the regions of the amino acid sequence of actin that form the core of the actin fibril. According to the bioinformatic analysis, these regions are amyloidogenic and are located in the C-terminal region and in the hinge between the first and third subdomains. The data obtained are applicable to chordate actin, because multiple alignment revealed highly conserved amino acid sequences. In turn, the comparison of the chordate actin with the bacterial homologs showed the presence of numerous amino acid substitutions and insertions.


Subject(s)
Actins/chemistry , Amino Acids/chemistry , Amino Acid Motifs , Amino Acid Sequence , Animals , Binding Sites , Models, Molecular
10.
Biochemistry ; 56(35): 4676-4688, 2017 09 05.
Article in English | MEDLINE | ID: mdl-28786671

ABSTRACT

At least nine neurodegenerative diseases that are caused by the aggregation induced by long tracts of glutamine sequences have been identified. One such polyglutamine-containing protein is huntingtin, which is the primary factor responsible for Huntington's disease. Sedimentation velocity with fluorescence detection is applied to perform a comparative study of the aggregation of the huntingtin exon 1 protein fragment upon transgenic expression in Drosophila melanogaster and Caenorhabditis elegans. This approach allows the detection of aggregation in complex mixtures under physiologically relevant conditions. Complementary methods used to support this biophysical approach included fluorescence microscopy and semidenaturing detergent agarose gel electrophoresis, as a point of comparison with earlier studies. New analysis tools developed for the analytical ultracentrifuge have made it possible to readily identify a wide range of aggregating species, including the monomer, a set of intermediate aggregates, and insoluble inclusion bodies. Differences in aggregation in the two animal model systems are noted, possibly because of differences in levels of expression of glutamine-rich sequences. An increased level of aggregation is shown to correlate with increased toxicity for both animal models. Co-expression of the human Hsp70 in D. melanogaster showed some mitigation of aggregation and toxicity, correlating best with inclusion body formation. The comparative study emphasizes the value of the analytical ultracentrifuge equipped with fluorescence detection as a useful and rigorous tool for in situ aggregation analysis to assess commonalities in aggregation across animal model systems.


Subject(s)
Caenorhabditis elegans/metabolism , Drosophila melanogaster/metabolism , Huntingtin Protein/chemistry , Animals , Blotting, Western , Drosophila Proteins , Electrophoresis, Gel, Two-Dimensional/methods , Gene Expression Regulation, Developmental/physiology , HSP70 Heat-Shock Proteins/metabolism , Larva/physiology , Mutation , Protein Conformation , Ultracentrifugation
11.
Epidemiol Infect ; 145(8): 1535-1544, 2017 06.
Article in English | MEDLINE | ID: mdl-28318456

ABSTRACT

Salmonella is a leading cause of bacterial foodborne illness. We report the collaborative investigative efforts of US and Canadian public health officials during the 2013-2014 international outbreak of multiple Salmonella serotype infections linked to sprouted chia seed powder. The investigation included open-ended interviews of ill persons, traceback, product testing, facility inspections, and trace forward. Ninety-four persons infected with outbreak strains from 16 states and four provinces were identified; 21% were hospitalized and none died. Fifty-four (96%) of 56 persons who consumed chia seed powder, reported 13 different brands that traced back to a single Canadian firm, distributed by four US and eight Canadian companies. Laboratory testing yielded outbreak strains from leftover and intact product. Contaminated product was recalled. Although chia seed powder is a novel outbreak vehicle, sprouted seeds are recognized as an important cause of foodborne illness; firms should follow available guidance to reduce the risk of bacterial contamination during sprouting.


Subject(s)
Disease Outbreaks , Food Microbiology , Foodborne Diseases/epidemiology , Salmonella Food Poisoning/epidemiology , Salmonella/physiology , Salvia/microbiology , Seeds/microbiology , Adolescent , Adult , Aged , Aged, 80 and over , Canada/epidemiology , Child , Child, Preschool , Female , Foodborne Diseases/microbiology , Humans , Infant , Infant, Newborn , Male , Middle Aged , Salmonella/genetics , Salmonella Food Poisoning/microbiology , United States/epidemiology , Young Adult
12.
Biochemistry (Mosc) ; 82(6): 737-749, 2017 Jun.
Article in English | MEDLINE | ID: mdl-28601083

ABSTRACT

The MTT assay based on the reduction of 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium in the cell cytoplasm to a strongly light absorbing formazan is among the most commonly used methods for determination of cell viability and activity of NAD-dependent oxidoreductases. In the present study, the effects of MTT (0.1 mg/ml) on mitochondrial potential (ΔΨm), intracellular NADH, and respiration of cultured rat cerebellum neurons and isolated rat liver mitochondria were investigated. MTT caused rapid quenching of NADH autofluorescence, fluorescence of MitoTracker Green (MTG) and ΔΨm-sensitive probes Rh123 (rhodamine 123) and TMRM (tetramethylrhodamine methyl ester). The Rh123 signal, unlike that of NADH, MTG, and TMRM, increased in the nucleoplasm after 5-10 min, and this was accompanied by the formation of opaque aggregates of formazan in the cytoplasm and neurites. Increase in the Rh123 signal indicated diffusion of the probe from mitochondria to cytosol and nucleus due to ΔΨm decrease. Inhibition of complex I of the respiratory chain decreased the rate of formazan formation, while inhibition of complex IV increased it. Inhibition of complex III and ATP-synthase affected only insignificantly the rate of formazan formation. Inhibition of glycolysis by 2-deoxy-D-glucose blocked the MTT reduction, whereas pyruvate increased the rate of formazan formation in a concentration-dependent manner. MTT reduced the rate of oxygen consumption by cultured neurons to the value observed when respiratory chain complexes I and III were simultaneously blocked, and it suppressed respiration of isolated mitochondria if substrates oxidized by NAD-dependent dehydrogenases were used. These results demonstrate that formazan formation in cultured rat cerebellum neurons occurs primarily in mitochondria. The initial rate of formazan formation may serve as an indicator of complex I activity and pyruvate transport rate.


Subject(s)
Cerebellum/metabolism , Membrane Potential, Mitochondrial/drug effects , Mitochondria/metabolism , Neurites/metabolism , Tetrazolium Salts/pharmacology , Thiazoles/pharmacology , Animals , Cell Survival/drug effects , Cells, Cultured , Cerebellum/cytology , Electron Transport Complex I/metabolism , Electron Transport Complex III/metabolism , Mitochondrial Proteins/metabolism , Rats , Rats, Wistar
13.
Opt Lett ; 41(11): 2644-7, 2016 Jun 01.
Article in English | MEDLINE | ID: mdl-27244435

ABSTRACT

We introduce an efficient, single-mode, linearly polarized continuous wave (CW) Raman fiber laser (RFL), operating at 1178 nm, with 65 W maximum output power and a narrow linewidth of 0.1 nm. Single-pass second-harmonic generation was demonstrated using a 20 mm long MgO-doped stoichiometric periodically polled lithium tantalate (MgO:sPPLT) crystal pumped by RFL radiation. Output power of 14 W at 589 nm with 22% conversion efficiency was achieved. The possibility of further power scaling is considered, as no crystal degradation was observed at these power levels.

14.
Biochemistry (Mosc) ; 81(7): 762-9, 2016 Jul.
Article in English | MEDLINE | ID: mdl-27449623

ABSTRACT

The studies of amyloid structures and the process of their formation are important problems of biophysics. One of the aspects of such studies is to determine the amyloidogenic regions of a protein chain that form the core of an amyloid fibril. We have theoretically predicted the amyloidogenic regions of the Aß(1-40) peptide capable of forming an amyloid structure. These regions are from 16 to 21 and from 32 to 36 amino acid residues. In this work, we have attempted to identify these sites experimentally by the method of tandem mass spectrometry. As a result, we show that regions of the Aß(1-40) peptide from 16 to 22 and from 28 to 40 amino acid residues are resistant to proteases, i.e. they are included in the core of amyloid fibrils. Our results correlate with the results of the theoretical prediction.


Subject(s)
Amyloid beta-Peptides/metabolism , Amyloid/metabolism , Peptide Fragments/metabolism , Amino Acid Sequence , Amyloid beta-Peptides/chemical synthesis , Amyloid beta-Peptides/chemistry , Chromatography, High Pressure Liquid , Crystallography, X-Ray , Microscopy, Electron , Nuclear Magnetic Resonance, Biomolecular , Peptide Fragments/chemical synthesis , Peptide Fragments/chemistry , Protein Conformation , Proteolysis , Spectrometry, Mass, Electrospray Ionization
15.
Biochemistry (Mosc) ; 81(5): 538-47, 2016 May.
Article in English | MEDLINE | ID: mdl-27297904

ABSTRACT

We have developed a highly efficient method for purification of the recombinant product Aß(1-40) peptide. The concentration dependence of amyloid formation by recombinant Aß(1-40) peptide was studied using fluorescence spectroscopy and electron microscopy. We found that the process of amyloid formation is preceded by lag time, which indicates that the process is nucleation-dependent. Further exponential growth of amyloid fibrils is followed by branching scenarios. Based on the experimental data on the concentration dependence, the sizes of the folding nuclei of fibrils were calculated. It turned out that the size of the primary nucleus is one "monomer" and the size of the secondary nucleus is zero. This means that the nucleus for new aggregates can be a surface of the fibrils themselves. Using electron microscopy, we have demonstrated that fibrils of these peptides are formed by the association of rounded ring structures.


Subject(s)
Amyloid beta-Peptides/metabolism , Amyloid/metabolism , Peptide Fragments/metabolism , Amyloid/chemistry , Amyloid beta-Peptides/chemistry , Amyloid beta-Peptides/genetics , Kinetics , Microscopy, Electron , Peptide Fragments/chemistry , Peptide Fragments/genetics , Recombinant Proteins/biosynthesis , Recombinant Proteins/chemistry , Recombinant Proteins/isolation & purification , Spectrometry, Fluorescence , Spectrometry, Mass, Electrospray Ionization
16.
Biochemistry (Mosc) ; 81(7): 755-61, 2016 Jul.
Article in English | MEDLINE | ID: mdl-27449622

ABSTRACT

A method for the synthesis and high purification of fragments of Aß(1-42) peptide has been elaborated. We have synthesized the amyloidogenic fragment Aß(16-25) predicted by us and studied the process of its aggregation by electron microscopy and X-ray analysis. Electron microscopy images show that the peptide forms a film, which is not characteristic of amyloid fibrils. At the same time, according to the X-ray diffraction data, its preparations display the presence of two main reflections (4.6-4.8 and 8-12 Å) characteristic of cross-ß structure of amyloid fibrils. Thus, the fragment Aß(16-25) that we predicted is a promising object not only for studying the process of polymerization of the peptides/proteins, but also for using it as a nanomaterial to study a number of biological processes.


Subject(s)
Amyloid beta-Peptides/metabolism , Nanostructures/chemistry , Amyloid/chemistry , Amyloid/metabolism , Crystallography, X-Ray , Microscopy, Electron , Protein Structure, Secondary , Spectrometry, Mass, Electrospray Ionization
17.
Biofizika ; 60(6): 1125-31, 2015.
Article in Russian | MEDLINE | ID: mdl-26841506

ABSTRACT

In the present work, it has been shown that the isolated mitochondria can undergo transformation to lipofuscin granules without any additional factors (oxygen saturation, prooxidants). The process occurs spontaneously and slowly at low temperature, and rapidly--by heating (thermo-lipofuscin) or under UV irradiation (photo-lipofuscin). The main contribution to the formation of mitochondrial lipofuscin comes from denatured proteins. Thermo-formation of lipofuscin depends on lipid peroxidation, while the presence of lipids is not required for photo-lipofuscin formation. It is shown that the use of detergent able to degrade mitochondria is necessary to measure lipofuscin content properly.


Subject(s)
Lipofuscin/chemistry , Mitochondrial Proteins/chemistry , Mitophagy/radiation effects , Heating , Lipid Peroxidation/radiation effects , Lipids/chemistry , Lipofuscin/metabolism , Lipofuscin/radiation effects , Mitochondria/chemistry , Mitochondria/metabolism , Mitochondrial Proteins/metabolism , Protein Denaturation/radiation effects , Ultraviolet Rays
18.
Biochemistry (Mosc) ; 79(2): 146-57, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24794730

ABSTRACT

For the first time, simultaneous monitoring of changes in the concentration of cytosolic ATP ([ATP]c), pH (pHc), and intracellular free Ca2+ concentration ([Ca2+]i) of the individual neurons challenged with toxic glutamate (Glu) concentrations was performed. To this end, the ATP-sensor AT1.03, which binds to ATP and therefore enhances the efficiency of resonance energy transfer between blue fluorescent protein (energy donor) and yellow-green fluorescent protein (energy acceptor), was expressed in cultured hippocampal neurons isolated from 1-2-day-old rat pups. Excitation of fluorescence in the acceptor protein allowed monitoring changes in pHc. Cells were loaded with fluorescent low-affinity Ca2+ indicators Fura-FF or X-rhod-FF to register [Ca2+]i. It was shown that Glu (20 µM, glycine 10 µM, Mg2+-free) produced a rapid acidification of the cytosol and decrease in [ATP]c. An approximately linear relationship (r(2) = 0.56) between the rate of [ATP]c decline and latency of glutamate-induced delayed calcium deregulation (DCD) was observed: higher rate of [ATP]c decrease corresponded to shorter DCD latency period. DCD began with a decrease in [ATP]c of as much as 15.9%. In the phase of high [Ca2+]i, the plateau of [ATP]c dropped to 10.4% compared to [ATP]c in resting neurons (100%). In the presence of the Na+/K+-ATPase inhibitor ouabain (0.5 mM), glutamate-induced reduction in [ATP]c in the phase of the high [Ca2+]i plateau was only 36.6%. Changes in [ATP]c, [Ca2+]i, mitochondrial potential, and pHc in calcium-free or sodium-free buffers, as well as in the presence of the inhibitor of Na+/K+-ATPase ouabain (0.5 mM), led us to suggest that in addition to increase in proton conductivity and decline in [ATP]c, one of the triggering factors of DCD might be a reversion of the neuronal plasma membrane Na+/Ca2+ exchange.


Subject(s)
Adenosine Triphosphate/metabolism , Calcium/metabolism , Cytosol/drug effects , Cytosol/metabolism , Glutamic Acid/pharmacology , Homeostasis/drug effects , Neurons/cytology , Animals , Cells, Cultured , Cytosol/chemistry , Hydrogen-Ion Concentration , Membrane Potential, Mitochondrial/drug effects , Neurons/drug effects , Rats
19.
Mol Inform ; : e2200181, 2023 Mar 24.
Article in English | MEDLINE | ID: mdl-36961202

ABSTRACT

Antibiotic-resistant strains are an emerging threat to public health. The usage of antimicrobial peptides (AMPs) is one of the promising approaches to solve this problem. For the development of new AMPs, it is necessary to have reliable prediction methods. Recently, deep learning approaches have been used to predict AMP. In this paper, we want to compare simple and complex methods for these purposes. We used the BERT transformer to create sequence embeddings and the multilayer perceptron (MLP) and light attention (LA) approaches for classification. One of them reached about 80 % accuracy and specificity in benchmark testing, which is on par with the best available methods. For comparison, we proposed a simple method using only the amino acid composition of proteins or peptides. This method has shown good results, at the level of the best methods. We have prepared a special server for predicting the ability of AMPs by amino acid composition: http://bioproteom.protres.ru/antimicrob/.

20.
Biochemistry (Mosc) ; 77(6): 616-23, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22817461

ABSTRACT

The number of protons available for hydrogen-deuterium exchange was predicted for ten globular proteins using a method described elsewhere by the authors. The average number of protons replaced by deuterium was also determined by mass spectrometry of the intact proteins in their native conformations. Based on these data, we find that two models proposed earlier agree with each other in estimation of the number of protons replaced by deuterium. Using a model with a probability scale for hydrogen bond formation, we estimated a number of protons replaced by deuterium that is close to the experimental data for long-term incubation in D(2)O (24 h). Using a model based on estimations with a scale of the expected number of contacts in globular proteins there is better agreement with the experimental data obtained for a short period of incubation in D(2)O (15 min). Therefore, the former model determines weakly fluctuating parts of a protein that are in contact with solvent only for a small fraction of the time. The latter model (based on the scale of expected number of contacts) predicts either flexible parts of a protein chain exposed to interactions with solvent or disordered parts of the protein.


Subject(s)
Deuterium Exchange Measurement/methods , Globulins/chemistry , Amino Acids/chemistry , Animals , Cattle , Deuterium/chemistry , Humans , Hydrogen/chemistry , Hydrogen Bonding , Mass Spectrometry/methods , Models, Chemical , Molecular Conformation , Probability , Protein Structure, Secondary , Protons , Solvents
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