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31
result(s) for
"Schelkunov, Mikhail I."
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Mabs, a suite of tools for gene-informed genome assembly
2023
Background
Despite constantly improving genome sequencing methods, error-free eukaryotic genome assembly has not yet been achieved. Among other kinds of problems of eukaryotic genome assembly are so-called \"haplotypic duplications\", which may manifest themselves as cases of alleles being mistakenly assembled as paralogues. Haplotypic duplications are dangerous because they create illusions of gene family expansions and, thus, may lead scientists to incorrect conclusions about genome evolution and functioning.
Results
Here, I present Mabs, a suite of tools that serve as parameter optimizers of the popular genome assemblers Hifiasm and Flye. By optimizing the parameters of Hifiasm and Flye, Mabs tries to create genome assemblies with the genes assembled as accurately as possible. Tests on 6 eukaryotic genomes showed that in 6 out of 6 cases, Mabs created assemblies with more accurately assembled genes than those generated by Hifiasm and Flye when they were run with default parameters. When assemblies of Mabs, Hifiasm and Flye were postprocessed by a popular tool for haplotypic duplication removal, Purge_dups, genes were better assembled by Mabs in 5 out of 6 cases.
Conclusions
Mabs is useful for making high-quality genome assemblies. It is available at
https://github.com/shelkmike/Mabs
Journal Article
RNA-seq highlights parallel and contrasting patterns in the evolution of the nuclear genome of fully mycoheterotrophic plants
by
Logacheva, Maria D.
,
Schelkunov, Mikhail I.
,
Penin, Aleksey A.
in
Analysis
,
Animal Genetics and Genomics
,
Biological evolution
2018
Background
While photosynthesis is the most notable trait of plants, several lineages of plants (so-called full heterotrophs) have adapted to obtain organic compounds from other sources. The switch to heterotrophy leads to profound changes at the morphological, physiological and genomic levels.
Results
Here, we characterize the transcriptomes of three species representing two lineages of mycoheterotrophic plants: orchids (
Epipogium aphyllum
and
Epipogium roseum
) and Ericaceae (
Hypopitys monotropa
). Comparative analysis is used to highlight the parallelism between distantly related fully heterotrophic plants.
In both lineages, we observed genome-wide elimination of nuclear genes that encode proteins related to photosynthesis, while systems associated with protein import to plastids as well as plastid transcription and translation remain active. Genes encoding components of plastid ribosomes that have been lost from the plastid genomes have not been transferred to the nuclear genomes; instead, some of the encoded proteins have been substituted by homologs. The nuclear genes of both
Epipogium
species accumulated nucleotide substitutions twice as rapidly as their photosynthetic relatives; in contrast, no increase in the substitution rate was observed in
H. monotropa
.
Conclusions
Full heterotrophy leads to profound changes in nuclear gene content. The observed increase in the rate of nucleotide substitutions is lineage specific, rather than a universal phenomenon among non-photosynthetic plants.
Journal Article
Furanocoumarins in two European species of Heracleum: transcriptomic and metabolomic study
by
Obukhova, Ekaterina N.
,
Logacheva, Maria D.
,
Shtratnikova, Victoria Yu
in
Acids
,
Agriculture
,
Biomedical and Life Sciences
2025
Background
Species of the Apiaceae family produce furanocoumarins—photosensitizing substances widely used in pharmacology. Among them, certain species of the genus
Heracleum
, commonly known as “giant hogweeds”, are particularly renowned for their photosensitizing properties. While the metabolic composition of these plants has been studied extensively, their genomics remains largely unexplored, as does the biosynthesis of furanocoumarins within the genus. The reasons behind the increased photosensitivity of giant hogweeds compared to other
Heracleum
species remain unclear.
Results
A comparison of the genomic features and furanocoumarin content of the aboveground organs in two
Heracleum
species was carried out:
H. sosnowskyi
, a giant hogweed with strong photosensitizing activity, and
H. sibiricum,
a non-invasive and “harmless” species. Both species produce all known angular and linear compounds of the furanocoumarin synthesis pathway (from umbelliferone to isopimpinellin). The genomes of both species possess homologues of genes involved in the biosynthesis of both angular and linear furanocoumarins. However, the two species differ significantly in the quantity of those compounds.
H. sibiricum
synthesizes angular furanocoumarins in a much lower level, probably due to lack of the gene for umbelliferon-8-dimetylallyl transferase enzyme.
H. sosnowskyi
accumulates significantly higher level of xanthotoxin. Interpopulation differences were observed in both the compound content and the expression level of biosynthetic genes.
Conclusion
This study represents the first comparative analysis of genomic and metabolic data for closely related
Heracleum
species in relation to furanocoumarin biosynthesis.
Graphical Abstract
Highlights
•
H. sosnowskyi
contains all compounds of linear/angular furocoumarin synthesis pathway
•
H. sibiricum
does not synthesize angular furanocoumarins in above-ground organs
•
H. sosnowskyi
contains more highly expressed homologues of 5- and 8-MOP synthesis
• Genomes of both species contain all homologues for furanocoumarin synthesis pathway
• Furanocoumarin synthesis is activated in different populations and climate conditions
Journal Article
Trans2express – de novo transcriptome assembly pipeline optimized for gene expression analysis
by
Kasianova, Aleksandra M.
,
Schelkunov, Mikhail I.
,
Logacheva, Maria D.
in
Analysis
,
Arabidopsis thaliana
,
Assembly pipeline
2024
Background
As genomes of many eukaryotic species, especially plants, are large and complex, their
de novo
sequencing and assembly is still a difficult task despite progress in sequencing technologies. An alternative to genome assembly is the assembly of transcriptome, the set of RNA products of the expressed genes. While a bunch of
de novo
transcriptome assemblers exists, the challenges of transcriptomes (the existence of isoforms, the uneven expression levels across genes) complicates the generation of high-quality assemblies suitable for downstream analyses.
Results
We developed Trans2express – a web-based tool and a pipeline of
de novo
hybrid transcriptome assembly and postprocessing based on rnaSPAdes with a set of subsequent filtrations. The pipeline was tested on
Arabidopsis thaliana
cDNA sequencing data obtained using Illumina and Oxford Nanopore Technologies platforms and three non-model plant species. The comparison of structural characteristics of the transcriptome assembly with reference
Arabidopsis
genome revealed the high quality of assembled transcriptome with 86.1% of
Arabidopsis
expressed genes assembled as a single contig. We tested the applicability of the transcriptome assembly for gene expression analysis. For both
Arabidopsis
and non-model species the results showed high congruence of gene expression levels and sets of differentially expressed genes between analyses based on genome and based on the transcriptome assembly.
Conclusions
We present Trans2express – a protocol for
de novo
hybrid transcriptome assembly aimed at recovering of a single transcript per gene. We expect this protocol to promote the characterization of transcriptomes and gene expression analysis in non-model plants and web-based tool to be of use to a wide range of plant biologists.
Journal Article
Mitochondrial genome of the nonphotosynthetic mycoheterotrophic plant Hypopitys monotropa , its structure, gene expression and RNA editing
by
Schelkunov, Mikhail I.
,
Shtratnikova, Viktoria Yu
,
Logacheva, Maria D.
in
Chromosomes
,
Deoxyribonucleic acid
,
Flowering
2020
Heterotrophic plants—plants that have lost the ability to photosynthesize—are characterized by a number of changes at all levels of organization. Heterotrophic plants are divided into two large categories—parasitic and mycoheterotrophic (MHT). The question of to what extent such changes are similar in these two categories is still open. The plastid genomes of nonphotosynthetic plants are well characterized, and they exhibit similar patterns of reduction in the two groups. In contrast, little is known about the mitochondrial genomes of MHT plants. We report the structure of the mitochondrial genome of Hypopitys monotropa , a MHT member of Ericaceae, and the expression of its genes. In contrast to its highly reduced plastid genome, the mitochondrial genome of H. monotropa is larger than that of its photosynthetic relative Vaccinium macrocarpon , and its complete size is ~810 Kb. We observed an unusually long repeat-rich structure of the genome that suggests the existence of linear fragments. Despite this unique feature, the gene content of the H. monotropa mitogenome is typical of flowering plants. No acceleration of substitution rates is observed in mitochondrial genes, in contrast to previous observations in parasitic non-photosynthetic plants. Transcriptome sequencing revealed the trans-splicing of several genes and RNA editing in 33 of 38 genes. Notably, we did not find any traces of horizontal gene transfer from fungi, in contrast to plant parasites, which extensively integrate genetic material from their hosts.
Journal Article
Rhopalocnemis phalloides has one of the most reduced and mutated plastid genomes known
by
Logacheva, Maria D.
,
Schelkunov, Mikhail I.
,
Nuraliev, Maxim S.
in
AT content
,
Chloroplast genomes
,
Deoxyribonucleic acid
2019
Although most plant species are photosynthetic, several hundred species have lost the ability to photosynthesize and instead obtain nutrients via various types of heterotrophic feeding. Their plastid genomes markedly differ from the plastid genomes of photosynthetic plants. In this work, we describe the sequenced plastid genome of the heterotrophic plant Rhopalocnemis phalloides , which belongs to the family Balanophoraceae and feeds by parasitizing other plants. The genome is highly reduced (18,622 base pairs vs. approximately 150 kbp in autotrophic plants) and possesses an extraordinarily high AT content, 86.8%, which is inferior only to AT contents of plastid genomes of Balanophora , a genus from the same family. The gene content of this genome is quite typical of heterotrophic plants, with all of the genes related to photosynthesis having been lost. The remaining genes are notably distorted by a high mutation rate and the aforementioned AT content. The high AT content has led to sequence convergence between some of the remaining genes and their homologs from AT-rich plastid genomes of protists. Overall, the plastid genome of R. phalloides is one of the most unusual plastid genomes known.
Journal Article
Comparative Analysis of Plastid Genomes in the Non-photosynthetic Genus Thismia Reveals Ongoing Gene Set Reduction
2021
Heterotrophic plants provide intriguing examples of reductive evolution. This is especially evident in the reduction of their plastid genomes, which can potentially proceed toward complete genome loss. Several milestones at the beginning of this path of degradation have been described; however, little is known about the latest stages of plastome reduction. Here we analyze a diversity of plastid genomes in a set of closely related non-photosynthetic plants. We demonstrate how a gradual loss of genes shapes the miniaturized plastomes of these plants. The subject of our study, the genus Thismia , represents the mycoheterotrophic monocot family Thismiaceae, a group that may have experienced a very ancient (60–80 mya) transition to heterotrophy. In all 18 species examined, the plastome is reduced to 14–18 kb and is highly AT-biased. The most complete observed gene set includes accD , seven ribosomal protein genes, three rRNA, and two tRNA genes. Different clades of Thismia have undergone further gene loss (complete absence or pseudogenization) compared to this set: in particular, we report two independent losses of rps2 and rps18 .
Journal Article
Genome-wide response on phytosterol in 9-hydroxyandrostenedione-producing strain of Mycobacterium sp. VKM Ac-1817D
by
Donova, Marina V.
,
Schelkunov, Mikhail I.
,
Shtratnikova, Victoria Y.
in
9α-hydroxyandrostenedione
,
Advertising executives
,
androstanes
2019
Background
Aerobic side chain degradation of phytosterols by actinobacteria is the basis for the industrial production of androstane steroids which are the starting materials for the synthesis of steroid hormones. A native strain of
Mycobacterium
sp. VKM Ac-1817D effectively produces 9α-hydroxyandrost-4-ene-3,17-dione (9-OH-AD) from phytosterol, but also is capable of slow steroid core degradation. However, the set of the genes with products that are involved in phytosterol oxidation, their organisation and regulation remain poorly understood.
Results
High-throughput sequencing of the global transcriptomes of the
Mycobacterium
sp. VKM Ac-1817D cultures grown with or without phytosterol was carried out. In the presence of phytosterol, the expression of 260 genes including those related to steroid catabolism pathways significantly increased. Two of the five genes encoding the oxygenase unit of 3-ketosteroid-9α-hydroxylase (
kshA
) were highly up-regulated in response to phytosterol (55- and 25-fold, respectively) as well as one of the two genes encoding its reductase subunit (
kshB
) (40-fold). Only one of the five putative genes encoding 3-ketosteroid-∆
1
-dehydrogenase (KstD_1) was up-regulated in the presence of phytosterol (61-fold), but several substitutions in the conservative positions of its product were revealed.
Among the genes over-expressed in the presence of phytosterol, several dozen genes did not possess binding sites for the known regulatory factors of steroid catabolism. In the promoter regions of these genes, a regularly occurring palindromic motif was revealed. The orthologue of TetR-family transcription regulator gene
Rv0767c
of
M. tuberculosis
was identified in
Mycobacterium
sp. VKM Ac-1817D as
G155_05115
.
Conclusions
High expression levels of the genes related to the sterol side chain degradation and steroid 9α-hydroxylation in combination with possible defects in KstD_1 may contribute to effective 9α-hydroxyandrost-4-ene-3,17-dione accumulation from phytosterol provided by this biotechnologically relevant strain. The TetR-family transcription regulator gene
G155_05115
presumably associated with the regulation of steroid catabolism. The results are of significance for the improvement of biocatalytic features of the microbial strains for the steroid industry.
Journal Article
Genomic comparison of non-photosynthetic plants from the family Balanophoraceae with their photosynthetic relatives
by
Logacheva, Maria D.
,
Schelkunov, Mikhail I.
,
Nuraliev, Maxim S.
in
Balanophoraceae
,
Evolution
,
Evolutionary biology
2021
The plant family Balanophoraceae consists entirely of species that have lost the ability to photosynthesize. Instead, they obtain nutrients by parasitizing other plants. Recent studies have revealed that plastid genomes of Balanophoraceae exhibit a number of interesting features, one of the most prominent of those being a highly elevated AT content of nearly 90%. Additionally, the nucleotide substitution rate in the plastid genomes of Balanophoraceae is an order of magnitude greater than that of their photosynthetic relatives without signs of relaxed selection. Currently, there are no definitive explanations for these features. Given these unusual features, we hypothesised that the nuclear genomes of Balanophoraceae may also provide valuable information in regard to understanding the evolution of non-photosynthetic plants. To gain insight into these genomes, in the present study we analysed the transcriptomes of two Balanophoraceae species ( Rhopalocnemis phalloides and Balanophora fungosa ) and compared them to the transcriptomes of their close photosynthetic relatives ( Daenikera sp., Dendropemon caribaeus , and Malania oleifera ). Our analysis revealed that the AT content of the nuclear genes of Balanophoraceae did not markedly differ from that of the photosynthetic relatives. The nucleotide substitution rate in the genes of Balanophoraceae is, for an unknown reason, several-fold larger than in the genes of photosynthetic Santalales; however, the negative selection in Balanophoraceae is likely stronger. We observed an extensive loss of photosynthesis-related genes in the Balanophoraceae family members. Additionally, we did not observe transcripts of several genes whose products function in plastid genome repair. This implies their loss or very low expression, which may explain the increased nucleotide substitution rate and AT content of the plastid genomes.
Journal Article
Genome-wide bioinformatics analysis of steroid metabolism-associated genes in Nocardioides simplex VKM Ac-2033D
by
Donova, Marina V.
,
Schelkunov, Mikhail I.
,
Ivashina, Tanya
in
acids
,
Actinobacteria
,
Actinobacteria - genetics
2016
Actinobacteria comprise diverse groups of bacteria capable of full degradation, or modification of different steroid compounds. Steroid catabolism has been characterized best for the representatives of suborder
Corynebacterineae
, such as
Mycobacteria
,
Rhodococcus
and
Gordonia
, with high content of mycolic acids in the cell envelope, while it is poorly understood for other steroid-transforming actinobacteria, such as representatives of
Nocardioides
genus belonging to suborder
Propionibacterineae. Nocardioides simplex
VKM Ac-2033D is an important biotechnological strain which is known for its ability to introduce ∆
1
-double bond in various 1(2)-saturated 3-ketosteroids, and perform convertion of 3β-hydroxy-5-ene steroids to 3-oxo-4-ene steroids, hydrolysis of acetylated steroids, reduction of carbonyl groups at C-17 and C-20 of androstanes and pregnanes, respectively. The strain is also capable of utilizing cholesterol and phytosterol as carbon and energy sources. In this study, a comprehensive bioinformatics genome-wide screening was carried out to predict genes related to steroid metabolism in this organism, their clustering and possible regulation. The predicted operon structure and number of candidate gene copies paralogs have been estimated. Binding sites of steroid catabolism regulators KstR and KstR2 specified for
N. simplex
VKM Ac-2033D have been calculated de novo. Most of the candidate genes grouped within three main clusters, one of the predicted clusters having no analogs in other actinobacteria studied so far. The results offer a base for further functional studies, expand the understanding of steroid catabolism by actinobacteria, and will contribute to modifying of metabolic pathways in order to generate effective biocatalysts capable of producing valuable bioactive steroids.
Journal Article