Autism spectrum disorders (ASD) are complex neurodevelopmental disorders, whose causes are currently not fully understood. Research suggests that inflammation and changes in immune functions may play an important role in the development of autism. Increased levels of proinflammatory cytokines in the brains of autistic children lead to negative regulation of synaptic plasticity, as well as impaired proliferation and differentiation of neurons through activation of the nuclear factor kappa B (NF-κB) signaling pathway. The purpose of the work is to analyze the levels of mRNA: TLR2, TLR4, MyD88, IκBα, NF-κB p50, NF-κB p65 in peripheral blood leukocytes of children in comparison with the severity of autism spectrum disorders. The study included 126 children aged from 3 to 13 years (the ratio of boys to girls was 4:1): 45 children with typical neurodevelopment, and 81 children with a clinically confirmed diagnosis of autism. According to the Childhood Autism Rating Scale, 51 children had mild to moderate ASD (CARS score: 29-36), and 30 children had severe autism (CARS score: 36-60). The expression of inflammatory signal transduction pathway molecules was determined in peripheral blood leukocytes using real-time polymerase chain reaction with SYBRGreen. To compare the samples, one-way ANOVA and Tukey’s test were used. It was found that in leukocytes of children with severe ASD, the expression of the adapter protein MyD88 and the p65 subunit of the nuclear transcription factor NF-κB was significantly reduced, and the expression of the NF-κB inhibitor, IκBα, was significantly increased, compared to the control group. In leukocytes of children with mild ASD, a decrease in NF-κB p65 expression was found at a trend level. When comparing groups of children with different severity of autism symptoms (mild/severe), no significant differences were found in the levels of mRNA of key signaling molecules of the classical inflammation activation pathway in blood leukocytes. Thus, in the blood leukocytes of children with severe ASD, suppression of the expression of key molecules of the classical inflammation activation pathway (NF-κB) is observed, which leads to a decrease in the expression of pro-inflammatory cytokines: IL-1β, IL-18 and IL-2, against the background of increased expression of key cytokine of Th1 cells – IFNγ.