Biology subjects

Kazanov, M. D.

Publications and source records attributed to Kazanov, M. D..

8 recordsLinked to original sources

bioRxiv2026

Hairpin Architecture and Extended Sequence Context Shape APOBEC3 Mutagenesis in Monkeypox Virus at Different Genomic Scales

The 2022 global mpox outbreak was characterized by an unusual accumulation of more than fifty APOBEC-signature substitutions in MPXV genomes. A previous study suggested that these substitutions preferentially occur within and near hairpins or cruciforms - stem-loop structures formed by inverted repeats. Here, we show that this conclusion resulted from an inappropriate statistical analysis and, using two substantially larger datasets, demonstrate that APOBEC-signature mutations are specifically enriched at TC motifs located at the 3' ends of hairpin loops, but not in other regions of hairpins/cruciforms or in their vicinity. We further identified a preference for stem-loop structures with longer stems and shorter loops, consistent with patterns previously reported for the APOBEC mutagenesis in cancer genomes. Our analysis also revealed a positive association between APOBEC-signature mutation propensity and hairpin stability in single-stranded DNA. Nevertheless, stem-loop structures with long stems and short loops are relatively rare in the MPXV genome, limiting their contribution to the genome-wide distribution of APOBEC-signature mutations to a predominantly local effect. In contrast, extended nucleotide context downstream of the TC motif showed strong genome-wide predictive value, with a marked preference for guanine-rich trinucleotide immediately downstream. Analysis of the upstream nucleotide context was consistent with the mutational specificity of APOBEC3A. Together, these results identify distinct structural and sequence determinants of the APOBEC-associated mutagenesis in MPXV and show that local hairpin/cruciform architecture and extended nucleotide context contribute at different genomic scales.

microbiology↗

bioRxiv2026

APOBEC3A is the predominant global editor of cytosines in human mRNAs and in single-strand RNA viruses

APOBEC cytidine deaminases can convert cytosines to uracils in DNA as well as in RNA. The knowledge of DNA deamination motifs preferred by individual APOBECs revealed APOBEC3A as a major source of hypermutation in cancer. However, the extent and relative contribution of specific APOBECs into RNA editing remains unclear as their preferred RNA-editing motifs have not been defined. Here, using a parallel DNA and RNA sequencing strategy, coupled with motif-centered statistical analyses, we sought to identify mRNA edits and diagnostic editing motifs in yeast and human cells overexpressing individual APOBEC enzymes. This approach revealed a prevailing global enrichment for the uCg trinucleotide motif with even greater preference to the motifs cytosines located in 3 base of a loop within a hairpin-loop secondary structure when APOBEC3A, but not any other tested APOBEC, was overexpressed. Further analysis revealed the APOBEC3A-like diagnostic motif enrichment in editing calls from human cancers and blood cells. The APOBEC3A-like editing motif also prevailed in the RNA genomes of SARS-CoV-2 pandemic isolates, as well as in infectious persistent rubella viruses, and in polioviruses emerging from live-attenuated vaccine strains. Together, our results indicate that APOBEC3A is the predominant global APOBEC RNA editor with a potential to impact cell physiology and viral evolution.

genetics↗

bioRxiv2025

Comment on "Inverted repeats in the monkeypox virus genome are hot spots for mutation"

Recent work proposed that APOBEC-signature mutations in monkeypox virus (MPXV) are enriched in cruci-form structures formed by inverted repeats. We independently reanalyzed the same dataset with the published settings and several complementary approaches and found no statistically supported enrichment of mutations in these structures. While a modest trend at TC motif at 3 end of hairpin loop contexts cannot be excluded, current evidence is insufficient. Additional data and careful handling of overlapping structures are needed to clarify any association.

microbiology↗

bioRxiv2025

Analysis of MPXV RNA-seq Data Reveals Lack of Evidence of APOBEC3-mediated RNA Editing

The 2022 outbreak of monkeypox virus (MPXV), a double-stranded DNA virus, is remarkable for an unusually high number of single-nucleotide substitutions compared to earlier strains, with a strong bias toward C[->]T and G[->]A transitions consistent with the APOBEC3 cytidine deaminase activity. While APOBEC3-induced mutagenesis is well documented at the DNA level, its potential impact on MPXV RNA transcripts remains unclear. To assess whether APOBEC3 enzymes act on MPXV RNA, we analyzed RNA-seq data from infected samples. The enrichment of APOBEC-signature substitutions among high-frequency mismatched positions led us to consider two possibilities: RNA editing at hotspots or fixed DNA mutations. Multiple lines of evidence support the conclusion that these substitutions arise from DNA-level mutagenesis rather than RNA editing. These include a substantial number of G[->]A substitutions remaining after normalization by gene strand direction, a largely neutral impact of substitutions on protein-coding sequences, the lack of positional correlation with transcriptional features or RNA secondary structure typically associated with APOBEC action hotspots, and an overlap with known genomic mutations in MPXV strains. Analysis of the nucleotide context of observed substitutions indicated that APOBEC3A or APOBEC3B were likely drivers of DNA-level mutagenesis. ImportanceThe 2022 monkeypox virus (MPXV) outbreak showed an unusually high number of mutations thought to result from human antiviral enzymes of the APOBEC3 family. While such mutations have been clearly documented in the viral DNA, whether APOBEC3 also edits viral messenger RNA molecules remained unclear. In this study, we analyzed multiple publicly available MPXV RNA sequencing datasets to address this question. We found that the apparent APOBEC-like changes in RNA are best explained by fixed DNA mutations rather than active RNA editing. This finding helps clarify how MPXV evolves and adapts, suggesting that APOBEC3s role in shaping the virus likely operates at the DNA level. Understanding where and how these mutations occur provides insight into the viruss interaction with the human immune system and informs future studies on viral evolution and antiviral defenses.

microbiology↗

bioRxiv2024

Integrative genomic reconstruction of carbohydrate utilization networks in bifidobacteria: global trends, local variability, and dietary adaptation

Bifidobacteria are among the earliest colonizers of the human gut and are widely used as probiotics for their health-promoting properties. However, individual responses to probiotic supplementation may vary with strain type(s), microbiota composition, diet, or lifestyle conditions, highlighting the need for strain-level insights into the bifidobacterial metabolism of dietary and host glycans. Here, we systematically reconstructed 68 pathways involved in the utilization of mono-, di-, oligo-, and polysaccharides by analyzing the distribution of 589 curated metabolic functional roles (catabolic enzymes, transporters, transcriptional regulators) in 3083 non-redundant cultured Bifidobacterium isolates and metagenome-assembled genomes (MAGs) of human origin. Our analysis uncovered extensive inter- and intraspecies heterogeneity, including a distinct clade within the Bifidobacterium longum species capable of metabolizing -glucans. We also identified isolates of Bangladeshi origin that harbor unique gene clusters implicated in the breakdown of xyloglucan and human milk oligosaccharides. Thirty-eight predicted carbohydrate utilization phenotypes were experimentally validated in 30 geographically diverse Bifidobacterium isolates in vitro. Our large-scale genomic compendium expands the knowledge of bifidobacterial carbohydrate metabolism and can inform the rational design of probiotic and synbiotic formulations tailored to strain-specific nutrient preferences.

microbiology↗

bioRxiv2023

Genome-wide Bioinformatics Analysis of Human Protease Specificity Identified Potential Cathepsin L Cleavage Site at K790 Position of the SARS-CoV-2 Spike Glycoprotein

The severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) primarily enters the cell by binding the viruss spike (S) glycoprotein to the angiotensin-converting enzyme 2 (ACE2) receptor on the cell surface, followed by proteolytic cleavage by host proteases. Studies have identified furin and TMPRSS2 proteases in priming and triggering cleavages of the S glycoprotein, converting it into a fusion-competent form and initiating membrane fusion, respectively. Alternatively, SARS-CoV-2 can enter the cell through the endocytic pathway, where activation is triggered by lysosomal cathepsin L. However, other proteases are also suspected to be involved in both entry routes. In this study, we conducted a genome-wide bioinformatics analysis to explore the capacity of human proteases in hydrolyzing peptide bonds of the S glycoprotein. Predictive models of sequence specificity for 169 human proteases were constructed and applied to the S glycoprotein together with the method for predicting structural susceptibility to proteolysis of protein regions. After validating our approach on extensively studied S2 and S1/S2 cleavage sites, we applied our method to each peptide bond of the S glycoprotein across all 169 proteases. Our results indicate that various members of the PCSK, TTSP, and kallikrein families, as well as specific coagulation factors, are capable of cleaving S2 or S1/S2 sites. We have also identified a potential cleavage site of cathepsin L at the K790 position within the S2 loop. Structural analysis suggests that cleavage of this site induces conformational changes similar to the cleavage at the R815 (S2) position, leading to the exposure of the fusion peptide and subsequent fusion with the membrane. Other potential cleavage sites and the influence of mutations in common SARS-CoV-2 variants on proteolytic efficiency are discussed.

genomics↗

bioRxiv2021

APOBEC mutagenesis is low in most types of non-B DNA structures, unlike other types of cancer mutagenesis

While somatic mutations are known to be enriched in genome regions with non-canonical DNA secondary structure, the impact of particular mutagens still needs to be elucidated. Here, we demonstrate that in human cancers, the APOBEC mutagenesis is not enriched in direct repeats, mirror repeats, short tandem repeats, and G-quadruplexes, and even decreased below its level in B-DNA for cancer samples with very high APOBEC activity. In contrast, we observe that the APOBEC-induced mutational density is positively associated with APOBEC activity in inverted repeats (cruciform structures), where the impact of cytosine at the 3-end of the hairpin loop is substantial. Surprisingly, the APOBEC-signature mutation density per TC motif in the single-stranded DNA of a G-quadruplex (G4) is lower than in the four-stranded part of G4 and in B-DNA. The APOBEC mutagenesis, as well as the UV-mutagenesis in melanoma samples are absent in Z-DNA regions, due to depletion of their mutational signature motifs.

cancer biology↗

bioRxiv2021

Analysis of gene expression and mutation data points on contribution of transcription to the mutagenesis by APOBEC enzymes

Since the discovery of the role of the APOBEC enzymes in human cancers, the mechanisms of this type of mutagenesis remain little understood. Theoretically, targeting of single-stranded DNA by the APOBEC enzymes could occur during cellular processes leading to the unwinding of DNA double-stranded structure. Some evidence points to the importance of replication in the APOBEC mutagenesis, while the role of transcription is still underexplored. Here, we analyzed gene expression and whole genome sequencing data from five types of human cancers with substantial APOBEC activity to estimate the involvement of transcription in the APOBEC mutagenesis and compare its impact with that of replication. Using the TCN motif as the mutation signature of the APOBEC enzymes, we observed a correlation of active APOBEC mutagenesis with gene expression, confirmed the increase of APOBEC-induced mutations in early-replicating regions, and estimated the relative impact of transcription and replication on the APOBEC mutagenesis, which turned out to be approximately equal in transcribed regions. We also found that the known effect of higher density of APOBEC-induced mutations on the lagging strand was highest in middle-replicating regions, and observed higher APOBEC mutation density on the sense strand, the latter bias positively correlated with the gene expression level. Bullet points- The APOBEC mutagenesis rate is higher in actively expressed genes - The APOBEC mutation density is higher on the sense strand - The lagging/leading strand ratio of the APOBEC mutational density is highest in middle-replicating regions

cancer biology↗