Biology subjects

Shelyakin, P. V.

Publications and source records attributed to Shelyakin, P. V..

5 recordsLinked to original sources

bioRxiv2026

Coarse Woody Debris of Mixed Tree Species Overrides Soil Matrix Constraints on Microbial Richness and Abundance in an Ancient Broad-Leaved Forest

The mechanisms by which coarse woody debris (CWD) affects soil microbial diversity across different spatial scales and forest disturbance regimes remain poorly understood. This study investigated the impact of CWD from multiple tree species on forest floor bacterial and fungal communities under varying landscape-scale conditions, specifically comparing old-growth forests situated on Phaozems and Retisols with mass-windthrow areas located on loamy Retisols and sandy Podzols. We analyzed both chemical compound and metagenomic profiles of 63 CWD-associated soil samples collected from the Kaluzhskie Zaseki Nature Reserve (European part of Russia). High-throughput Illumina sequencing of the 16S rRNA gene and the ITS region was used to profile both bacterial and fungal communities, respectively. Scale-dependent diversity patterns and taxonomic accumulation were assessed using GLM, NMDS, dbRDA, and iNEXT frameworks. Our findings revealed a profound spatial decoupling in forest floor microbial communities, where a localized reduction in alpha-diversity under CWD drove a sharp increase in landscape-scale gamma-diversity. While standard soil physicochemical properties rigidly dictated baseline matrix richness, CWD operated as a powerful micro-environmental hotspot overriding these constraints. Deadwood inputs filtered out dominant matrix-associated taxa, creating highly specialized micro-refugia characterized by high compositional dispersion. This niche selection was particularly pronounced beneath Quercus logs on Phaozems and Retisols. Furthermore, post-windthrow microbial responses were heavily filtered by wood traits and baseline soil textures. On loamy Retisols within the windthrow mosaic, this breakaway dynamic was highly taxon-specific: while Acer and Fraxinus CWD triggered partitioned, site-specific hotspot dynamics yielding an exceptionally large pool of unique ASVs for bacteria, the distinct enrichment for fungal communities was primarily driven by Ulmus CWD and log-free windthrow areas. Ultimately, iNEXT accumulation profiles confirmed that deadwood does not merely multiply common soil taxa, but enriches the forest landscape by injecting critical beta-level heterogeneity into the soil matrix. These insights emphasize the role of diverse CWD retention in buffering forest microbiomes against large-scale environmental disturbances across heterogeneous soil landscapes.

ecology↗

bioRxiv2023

Robust detection of SARS-CoV-2 exposure in population using T-cell repertoire profiling

The COVID-19 pandemic offers a powerful opportunity to develop methods for monitoring the spread of infectious diseases based on their signatures in population immunity. Adaptive immune receptor repertoire sequencing (AIRR-seq) has become the method of choice for identifying T cell receptor (TCR) biomarkers encoding pathogen specificity and immunological memory. AIRR-seq can detect imprints of past and ongoing infections and facilitate the study of individual responses to SARS-CoV-2, as shown in many recent studies. Here, we have applied a machine learning approach to two large AIRR-seq datasets with more than 1,200 high-quality repertoires from healthy and COVID-19-convalescent donors to infer TCR repertoire features that were induced by SARS-CoV-2 exposure. The new batch effect correction method allowed us to use data from different batches together, as well as combine the analysis for data obtained using different protocols. Proper standardization of AIRR-seq batches, access to human leukocyte antigen (HLA) typing, and the use of both - and {beta}-chain sequences of TCRs resulted in a high-quality biomarker database and a robust and highly accurate classifier for COVID-19 exposure. This classifier is applicable to individual TCR repertoires obtained using different protocols, paving the way to AIRR-seq-based immune status assessment in large cohorts of donors.

immunology↗

bioRxiv2021

Accounting for B cell behaviour and sampling bias yields a superior predictor of anti-PD-L1 response in bladder cancer

Tumor-infiltrating B cells and intratumorally-produced immunoglobulins (IG) play important roles in the tumor microenvironment and response to immunotherapy1-5. IgG antibodies produced by intratumoral B cells may drive antibody-dependent cellular cytotoxicity (ADCC) and enhance antigen presentation by dendritic cells6-8. Furthermore, B cells are efficient antigen-specific antigen presenters that can essentially modulate the behaviour of helper T cells9-11. Here we investigated the role of intratumoral IG isotype and clonality in bladder cancer. Our results show that the IgG1/IgA ratio offers a strong and independent prognostic indicator for the Basal squamous molecular subtype and for the whole ImVigor210 cohort in anti-PD-L1 immunotherapy. Our findings also indicate that effector B cell functions, rather than clonally-produced antibodies, are involved in the antitumor response. High IgG1/IgA ratio was associated with relative abundance of cytotoxic genes and prominence of the IL-21/IL-21R axis suggesting importance of T cell/B cell interaction. We integrated the B, NK, and T cell components, employing immFocus-like normalization to account for the stochastic nature of tumor tissue sampling. Using a random forest model with nested cross-validation, we developed a tumor RNA-Seq-based predictor of anti-PD-L1 therapy response in muscle-invasive urothelial carcinoma. The resulting PRIMUS (PRedIctive MolecUlar Signature) predictor achieves superior sensitivity compared to PD-L1 expression scores or existing gene signatures, allowing for reliable identification of responders even within the desert patient subcohort analyzed as a hold out set.

immunology↗

bioRxiv2018

Chlamydia pan-genomic analysis reveals balance between host adaptation and selective pressure to genome reduction.

Chlamydia are ancient intracellular pathogens with reduced, though strikingly conserved genome. Despite their parasitic lifestyle and isolated intracellular environment, these bacteria managed to avoid accumulation of deleterious mutations leading to subsequent genome degradation characteristic for many parasitic bacteria.\n\nWe report pan-genomic analysis of eleven species from genus Chlamydia including identification and functional annotation of orthologous genes, and characterization of gene gains, losses, and rearrangements. We demonstrate the overall genome stability of these bacteria as indicated by a large fraction of common genes with conserved genomic locations. On the other hand, extreme evolvability is confined to several paralogous gene families such as polymorphic membrane proteins and phospholipase D and likely is caused by the pressure from the host immune system.\n\nThis combination of a large, conserved core genome and a small, evolvable periphery likely reflect the balance between the selective pressure towards genome reduction and the need to adapt to changing host environment.

genomics↗

bioRxiv2018

Comparative analysis of Streptococcus genomes

BackgroundGenome sequencing of multiple strains demonstrated high variability in gene content even in closely related strains of the same species and created a newly emerged object for genomic analysis, the pan-genome, that is, the complete set of genes observed in a given species or a higher level taxon. Here we analysed the pan-genome structure and the genome evolution of 25 strains of Streptococcus suis, 50 strains of Streptococcus pyogenes and 28 strains of Streptococcus pneumoniae.\n\nResultsFractions of the pan-genome, unique, periphery, and universal genes differ in size, functional composition, the level of nucleotide substitutions, and predisposition to horizontal gene transfer and genomic rearrangements. The density of substitutions in intergenic regions appears to be correlated with selection acting on adjacent genes, implying that more conserved genes tend to have more conserved regulatory regions. The total pan-genome of the genus is open, but only due to strain-specific genes, whereas other pan-genome fractions reach saturation. The strain-specific fraction is enriched with mobile elements and hypothetical proteins, but also contains a number of candidate virulence-related genes, so it may have a strong impact on adaptability and pathogenicity.\n\nAbout 7% of single-copy periphery genes have been found in different syntenic regions. More than a half of these genes are rare in all Streptococcus species; others are rare in at least one species. We have identified the set of genes with phylogenies inconsistent with species and non-conserved location in the chromosome; these genes are candidates for horizontal transfer between species.\n\nAn inversion of length 15 kB found in four independent branches of S. pneumoniae has breakpoints formed by genes encoding a surface antigen protein (PhtD). The observed parallelism may indicate the action of an antigen variation mechanism.\n\nConclusionsMembers of the genus Streptococcus have a highly dynamic, open pan-genome, that potentially confers them with the ability to adapt to changing environmental conditions, i.e. antibiotic resistance or transmission between different hosts. Hence, understanding of genome evolution is important for the identification of potential pathogens and design of drugs and vaccines.

genomics↗