Deep generative modeling of annotated bacterial biofilm images.

Biofilms are critical for understanding environmental processes, developing biotechnology applications, and progressing in medical treatments of various infections. Nowadays, a key limiting factor for biofilm analysis is the difficulty in obtaining large datasets with fully annotated images. This study introduces a versatile approach for creating synthetic datasets of annotated biofilm images with employing deep generative modeling techniques, including VAEs, GANs, diffusion models, and CycleGAN.

[Effectiveness of riamilovir in preventing respiratory viral infection among young people from organized collectives].

Aim: To evaluate the efficacy of the antiviral drug riamilovir (trade name - «Triazavirin») for the prevention of SARS-CoV-2 infection (COVID-19) and other acute respiratory viral infections in young people from organized groups.

Materials And Methods: The study involved 386 individuals aged 18-22 years: 199 received riamilovir at a daily dose of 250 mg for 15 days, while 187 did not receive prophylactic drugs. For 30 days, disease occurrence was monitored among volunteers.

[Comparative assessment of the clinical effectiveness of direct-acting antiviral drugs in outpatient patients with acute respiratory viral infections].

Aim: To evaluate the clinical effectiveness, safety and compare the incidence of hospitalization during treatment with antiviral drugs with a direct mechanism of action (riamilovir and umifenovir) in people with acute respiratory viral infections (ARVI) in an outpatient setting.

Materials And Methods: The study included 150 outpatients with ARVI aged 18-27 years: 50 patients received riamilovir 250 mg 3 times a day for 5 days, the second group included 50 patients who received umifenovir 200 mg 4 times a day for 5 days, 50 individuals received only pathogenetic treatment.

Results: The use of direct-acting antiviral drugs was characterized by the least severity of pain and aches in the body, general weakness, and in the group of patients receiving riamilovir, the lowest severity of rhinitis, cough, and the lowest morning body temperature were recorded compared to other groups.

Modeling Chickpea Productivity with Artificial Image Objects and Convolutional Neural Network.

The chickpea plays a significant role in global agriculture and occupies an increasing share in the human diet. The main aim of the research was to develop a model for the prediction of two chickpea productivity traits in the available dataset. Genomic data for accessions were encoded in Artificial Image Objects, and a model for the thousand-seed weight (TSW) and number of seeds per plant (SNpP) prediction was constructed using a Convolutional Neural Network, dictionary learning and sparse coding for feature extraction, and extreme gradient boosting for regression.

Endovascular Recanalization and Carotid Stenting: The New Approach to Restore Cerebral Perfusion during Aortic Dissection.

Unlabelled: A type A aortic dissection (TAAD) is a dangerous condition requiring emergency surgery. Due to the similarity of the symptoms of cerebral malperfusion in TAAD and the signs of ischemic stroke, a differential diagnosis of these diseases is not always available. Patients with TAAD after cerebral malperfusion can have a neurological deficit.

[Clinical efficiency and safety of riamilovir under various dosage regimens for treatment of acute respiratory viral infections in adults].

Aim: To evaluate the clinical efficacy and safety of antiviral drug riamilovir in patients with acute respiratory viral infections (ARVI) of non-coronavirus (SARS-CoV-2) etiology with different dosing regimens.

Materials And Methods: The study included 150 patients with ARVI aged 18-27 years (50 patients received riamilovir in the regimen of 250 mg 3 times a day for 5 days, 50 patients received riamilovir in the regimen of 250 mg 5 times a day for 5 days, 50 patients received only pathogenetic treatment).

Results: The use of riamilovir in both treatment regimens led to a reduction in the duration of inpatient treatment.

[Effect of renal artery stenting on the clinical and geriatric status of elderly patients with vasorenal hypertension.].

The study consists in determining the effect of renal artery stenting in patients with arterial hypertension in combination with renal artery stenosis on the dynamics of clinical and geriatric status in terms of such indicators as the number of drugs taken, cognitive status, determined by the MMSE scale, prevalence of the frequency of falls, psycho-emotional status by the Beck scale, the quality of sleep on the VAS scale, the index of age discrimination according to the E.Palmore ageism questionnaire, the quality of life according to the SF 36 questionnaire. The study involved 72 elderly patients with arterial hypertension in combination with renal artery stenosis.

Hepatobiliary system and intestinal injury in new coronavirus infection (COVID-19): A retrospective study.

Background: An important area of effective control of the coronavirus disease 19 (COVID-19) pandemic is the study of the pathogenic features of severe acute respiratory syndrome coronavirus 2 infection, including those based on assessing the state of the intestinal microbiota and permeability.

Aim: To study the clinical features of the new COVID-19 in patients with mild and moderate severity at the stage of hospitalization, to determine the role of hepatobiliary injury, intestinal permeability disorders, and changes in the qualitative and quantitative composition of the microbiota in the development of systemic inflammation in patients with COVID-19.

Methods: The study was performed in 80 patients with COVID-19, with an average age of 45 years, 19 of whom had mild disease, and 61 had moderate disease severity.

Impact of Negative Feedbacks on De Novo Pyrimidines Biosynthesis in .

Earlier studies aimed at investigating the metabolism of endogenous nucleoside triphosphates in synchronous cultures of cells revealed an auto-oscillatory mode of functioning of the pyrimidine and purine nucleotide biosynthesis system, which the authors associated with the dynamics of cell division. Theoretically, this system has an intrinsic oscillatory potential, since the dynamics of its functioning are controlled through feedback mechanisms. The question of whether the nucleotide biosynthesis system has its own oscillatory circuit is still open.

Bio-Derived Furanic Compounds with Natural Metabolism: New Sustainable Possibilities for Selective Organic Synthesis.

Biomass-derived C6-furanic compounds have become the cornerstone of sustainable technologies. The key feature of this field of chemistry is the involvement of the natural process only in the first step, i.e.

Quality Control of Human Pluripotent Stem Cell Colonies by Computational Image Analysis Using Convolutional Neural Networks.

Human pluripotent stem cells are promising for a wide range of research and therapeutic purposes. Their maintenance in culture requires the deep control of their pluripotent and clonal status. A non-invasive method for such control involves day-to-day observation of the morphological changes, along with imaging colonies, with the subsequent automatic assessment of colony phenotype using image analysis by machine learning methods.

Senescence-Associated Secretory Phenotype of Cardiovascular System Cells and Inflammaging: Perspectives of Peptide Regulation.

A senescence-associated secretory phenotype (SASP) and a mild inflammatory response characteristic of senescent cells (inflammaging) form the conditions for the development of cardiovascular diseases: atherosclerosis, coronary heart disease, and myocardial infarction. The purpose of the review is to analyze the pool of signaling molecules that form SASP and inflammaging in cells of the cardiovascular system and to search for targets for the action of vasoprotective peptides. The SASP of cells of the cardiovascular system is characterized by a change in the synthesis of anti-proliferative proteins (p16, p19, p21, p38, p53), cytokines characteristic of inflammaging (IL-1α,β, IL-4, IL-6, IL-8, IL-18, TNFα, TGFβ1, NF-κB, MCP), matrix metalloproteinases, adhesion molecules, and sirtuins.

Modeling of Flowering Time in with Artificial Image Objects, Convolutional Neural Network and Random Forest.

Flowering time is an important target for breeders in developing new varieties adapted to changing conditions. In this work, a new approach is proposed in which the SNP markers influencing time to flowering in mung bean are selected as important features in a random forest model. The genotypic and weather data are encoded in artificial image objects, and a model for flowering time prediction is constructed as a convolutional neural network.

Regulation of the Concentration Heterogeneity and Thermal Expansion Coefficient in the Metastable Invar FeNi Alloy.

Mössbauer spectroscopy and electron microscopy study of the active redistribution of Ni atoms during the process of polymorphous transformation α→γ in the metastable FeNi alloy revealed that slow heating (at the rate of 0.2 K/min) results in the depletion of the initial α-phase with a beneficiation of developing disperse γ-phase plates according to the equilibrium diagram. A regulation possibility of the concentration heterogeneity and austenite thermal expansion coefficient resulted from the polymorphous transformation α→γ was shown.

Prospects of using the nucleoside analogue riamilovir in patients with SARS-CoV-2 infection.

Aim: To evaluate clinical efficacy of nucleoside analogues in therapy of moderate COVID-19 in in-patients.

Materials And Methods: Retrospective processing of 108 completed clinical cases with moderate novel coronavirus disease was carried out for the period 2020-2021. The duration of the disease at the time of admission did not exceed three days.

[Secretory phenotype of the human endothelial cells associated with replicative and induced aging.].

The aging-associated secretory phenotype (SASP) is a heterogeneous phenotype of cells secreting pro-inflammatory cytokines, growth factors, apoptosis' regulatory molecules, and proteases. SASP is one of the three main hallmarks of senescent cells. Dysregulation of the synthesis of SASP-forming molecules leads to the development of age-associated diseases, including cardiovascular pathology.

[Signaling molecules as biomarkers for predicting implant survival in people of different ages.].

Most patients over 50 years of age are diagnosed with diseases of the dentoalveolar apparatus, in particular, bone tissue disorders, which leads to a decrease in the survival rate of implants. Identification of the causes, as well as the development of a methodology for predicting survival by minimally invasive methods, is relevant. The aim of the study was to study the markers of tight junctions in the buccal epithelium (BE) in people of different ages.

[Transcheter aortic valve implantation as a method of treatment of chronic heart failure in elderly and old patients: Literature review (part 2).].

The most common heart valve defect among the elderly and senile is aortic valve stenosis. The traditional method of treating severe aortic valve stenosis is open surgery to replace aortic valve. At the same time, a more modern, minimally invasive method of correcting aortic stenosis is transcatheter aortic valve implantation (TAVI).

Fully Automated Unconstrained Analysis of High-Resolution Mass Spectrometry Data with Machine Learning.

Mass spectrometry (MS) is a convenient, highly sensitive, and reliable method for the analysis of complex mixtures, which is vital for materials science, life sciences fields such as metabolomics and proteomics, and mechanistic research in chemistry. Although it is one of the most powerful methods for individual compound detection, complete signal assignment in complex mixtures is still a great challenge. The unconstrained formula-generating algorithm, covering the entire spectra and revealing components, is a "dream tool" for researchers.

Mechanosynthesis of High-Nitrogen Steels Strengthened by Secondary Titanium Nitrides.

The solid-phase mechanical synthesis of high-nitrogen ferritic and austenitic steel composites in the course of mechanical activation in a ball mill is studied by the method of Mössbauer spectroscopy and electron microscopy. For mechanical alloying, mixtures of iron alloys doped with transition metals (Ni, Cr, Mn, and Ti) and nitrides with low stability to deformation (CrN and MnN) were used. The correlation between the phase-concentration composition of the mechanically synthesized samples and the heat of formation of transition metal nitrides, which are part of the initial metal mixtures, is investigated.

[Transcheter aortic valve implantation as a method of treatment of chronic heart failure in elderly and old patients: Literature review (part 1).].

Aortic valve (AV) stenosis is the most common acquired valvular disease with an increasing prevalence due to an aging population, requiring surgical or endovascular intervention. Transcatheter Aortic Valve Implantation (TAVI) represents a real revolution in the field of interventional cardiology for the treatment of elderly or high-risk patients with severe symptomatic AV stenosis. TAVI allows for the correction of aortic defect in the most severe group of patients with chronic heart failure (CHF) with severe comorbidity, who are contraindicated for open surgery to replace AV, in order to interrupt the vicious circle in the progression of CHF, stimulate reverse myocardial remodeling, alleviate symptoms, improve the quality of life, and prognosis of patients, and also as a «bridge» to heart transplantation.

[Age-associated features of the expression level of apoptosis markers in cardiomyocytes of patients with dilated cardiomyopathy.].

To understand the pathogenesis of dilated cardiomyopathy (DCMP), it is necessary to establish the molecular-cellular mechanisms of myocardial aging, including those associated with programmed cell death, the molecular mechanisms of which have not been practically studied. The aim of this work is to study markers of apoptosis in cardiomyocytes of patients with DCMP in vitro. We used the method of primary dissociated cell cultures and the method of immunofluorescence confocal laser microscopy.

Critical Redistribution of Nitrogen in the Austenitic Cr-Mn Steel under Severe Plastic Deformation.

A narrow temperature range of changes in the mechanism and kinetics of structural-phase transformations during mechanical alloying under deformation in rotating Bridgman anvils was determined by the methods of Mössbauer spectroscopy, electron microscopy, and mechanical tests in the high-nitrogen chromium-manganese steel FeMnCrN. The experimentally established temperature region is characterized by a change in the direction of nitrogen redistribution-from an increase in the N content in the metal matrix during cold deformation to a decrease with an increase in the temperature and degree of severe plastic deformation. The change in the direction of nitrogen redistribution is due to the acceleration of the decomposition of a nitrogen-supersaturated solid solution of austenite with the formation of secondary nanocrystalline nitrides.