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The prevalence of bronchial asthma has shown its steady increase in the world in recent years. Despite all the achievements of Allergology, control of the disease can be achieved only in two-thirds of patients even if all social risk factors and the influence of concomitant diseases are excluded. Thus, it is necessary to study endogenous factors that modify the pathogenesis of the disease. Toll-like receptors are the main molecules for recognizing pathogenic patterns in the human immune system. Since any Allergy is a recognition error, mutation of the genes of the recognizing molecules can have a direct and multidirectional effect on the nature of the inflammation and its clinical manifestations in bronchial asthma (BA). To detect this effect, 65 patients with BA were examined, and mutations of Toll-like receptor genes were detected: TLR2-Arg753Glu, TLR4- Asp299Gly, TLR4-Ghr399Ile, TLR9-T1237C, TLR9-A2848G, lymphocyte subpopulations CD3, CD19, CD4, CD8, CD16, phagocytosis indicators, levels of IgA, IgM, IgG, IgE and IL-6, IL-7, IL-9. The assessment of the severity of asthma and its level of control were conducted according to clinical recommendations of the Ministry of health of the Russian Federation in 2019 criteria. We have shown characteristic clinical manifestations of the studied mutations. A lighter course of the disease, more complete control over it and a better response to therapy were found in single-nucleotide substitutions in the Toll-like receptor 4 and 9 (TLR4-Asp299Gly, TLR4-Ghr399Ile, TLR9-T1237C, TLR9-A2848G). On the contrary, a heavier course and a worse response to therapy were detected in the TLR2 mutation with Arg753Glu replacement. In the studied groups, the features of immunity indicators characteristic of genotypes with a lighter and more controlled course of BA were determined: a higher absolute number of T-helpers, with multidirectional changes in the number of T-killers, but with invariably preserved higher ratio of CD4/CD8 in such genotypes. Higher levels of phagocytosis indicators (primarily characterizing chemotaxis) and IL-7, IL-9 were also detected. The exception is the TLR9-A2848G mutation, in which greater disease control and better response to therapy are combined with no changes in the studied laboratory characteristics. At the same time, a specific feature of the genotype of the studied patients with BA was revealed – a combination of Toll-like receptors 4 and 9 mutations. This suggests the presence of genetic patterns that characterize groups of patients with BA that differ in severity, response to therapy, and degree of control, which makes it possible to personalize approaches to diagnosis, prevention, and therapy of the disease.
The prevalence of bronchial asthma has shown its steady increase in the world in recent years. Despite all the achievements of Allergology, control of the disease can be achieved only in two-thirds of patients even if all social risk factors and the influence of concomitant diseases are excluded. Thus, it is necessary to study endogenous factors that modify the pathogenesis of the disease. Toll-like receptors are the main molecules for recognizing pathogenic patterns in the human immune system. Since any Allergy is a recognition error, mutation of the genes of the recognizing molecules can have a direct and multidirectional effect on the nature of the inflammation and its clinical manifestations in bronchial asthma (BA). To detect this effect, 65 patients with BA were examined, and mutations of Toll-like receptor genes were detected: TLR2-Arg753Glu, TLR4- Asp299Gly, TLR4-Ghr399Ile, TLR9-T1237C, TLR9-A2848G, lymphocyte subpopulations CD3, CD19, CD4, CD8, CD16, phagocytosis indicators, levels of IgA, IgM, IgG, IgE and IL-6, IL-7, IL-9. The assessment of the severity of asthma and its level of control were conducted according to clinical recommendations of the Ministry of health of the Russian Federation in 2019 criteria. We have shown characteristic clinical manifestations of the studied mutations. A lighter course of the disease, more complete control over it and a better response to therapy were found in single-nucleotide substitutions in the Toll-like receptor 4 and 9 (TLR4-Asp299Gly, TLR4-Ghr399Ile, TLR9-T1237C, TLR9-A2848G). On the contrary, a heavier course and a worse response to therapy were detected in the TLR2 mutation with Arg753Glu replacement. In the studied groups, the features of immunity indicators characteristic of genotypes with a lighter and more controlled course of BA were determined: a higher absolute number of T-helpers, with multidirectional changes in the number of T-killers, but with invariably preserved higher ratio of CD4/CD8 in such genotypes. Higher levels of phagocytosis indicators (primarily characterizing chemotaxis) and IL-7, IL-9 were also detected. The exception is the TLR9-A2848G mutation, in which greater disease control and better response to therapy are combined with no changes in the studied laboratory characteristics. At the same time, a specific feature of the genotype of the studied patients with BA was revealed – a combination of Toll-like receptors 4 and 9 mutations. This suggests the presence of genetic patterns that characterize groups of patients with BA that differ in severity, response to therapy, and degree of control, which makes it possible to personalize approaches to diagnosis, prevention, and therapy of the disease.
Aim. To study the possibility of predicting the asthma control at various stages of the development of the disease, possibly on the basis of taking into account the genetic polymorphisms of Toll-like receptors, cytokines and detoxification system genes using the statistical method of learning neural networks.Materials and methods. We examined 167 children with bronchial asthma. The degree of asthma control was determined, the following mutations were detected: TLR2-Arg753Glu, TLR4-Asp299Gly, TLR4-Ghr399Ile, TLR9-T1237C, TLR9-A2848G; IL4-C589T, IL6- C174G, IL10-G1082A, IL10-C592A, IL10-C819T, IL12B-A1188C, TNFa-G308A; GSTM, GSTT, GSTM/GSTT, GSTP1 Ile105Val, GSTP1 Ala114Val, by PCR. The STATISTICA Automated Neural Networks package was used to model neural networks.Results. The model is based on the MLP (15-9-3) multilayer perceptron architecture with a layer of 15 input neurons (by the number of analyzed variables), a hidden intermediate layer of 9 neurons and an output layer of 3 neurons by the number of values of the classified variable (control). The training algorithm was chosen by BFGS as the most adequate to the classification task. The error function is traditionally chosen as the sum of squared deviations. The activation function of output neurons is Softmax. The activation function of the intermediate layer is hyperbolic. The volume of the training sample was 88 sets. The volume of samples for testing and quality control of the model was 36 sets. The resulting model was able to predict 79.01% of the correct values of the target variable (the degree of asthma control).Conclusion. The application of the developed program makes it possible to predict the possibility of uncontrolled or partially controlled asthma at any stage of the disease, including preclinical and pre-nosological for groups with a high risk of asthma. This allows you to individually adjust the measures of secondary and even primary prevention of asthma within the personalization of therapeutic approaches.
The aim: The work is aimed at determining the relationship between TLR4 expression on CD14+monocytes in whole heparinized blood and B1a lymphocyte synthesis in various subtypes of JIA. Materials and methods: 64children aged3to17years were examined, including42children with different subtypes of JIA and22healthy children. The intensity of TLR4 expression onCD14+monocytes was determined in whole heparinized blood incubated with a CD14-FITC/TLR4-PE monoclonal antibody cocktail(Biolegend, USA)using flow cytometry. Monoclonal antibodies (BD Bioscience) were used to determine the main subpopulations of lymphocytes. Results: A statistically significant increase in TLR4 expression has been determined in JIA compared to the control group. The most prominent TLR4 expression was detected in children with oligoarthritis, while in systemic arthritis, there was no statistical difference compared to healthy children. High TLR4 expression on peripheral CD14+monocytes inversely depends on the activity of the autoimmune process, which may have a protective effect against the aseptic inflammation.Increased TLR4 expression involves a statis¬tically significant increase in the percentage and quantity of В1а lymphocytes(p≤0.05). Conclusions: A statistically significant increase in TLR4 expression on CD14+monocytes in whole heparinized blood was detected in patients with JIA compared to healthy children. Children with oligoarthritis had the highest rates, which indicates possible differences in the development of pathogenetic processes in different subtypes of arthritis. Determining the degree of TLR4 activation on CD14+monocytes is reasonable for predicting JIA activity.
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