Biology subjects

Koutsovoulos, G. D.

Publications and source records attributed to Koutsovoulos, G. D..

8 recordsLinked to original sources

bioRxiv2026

Charting the insect biodiversity of Crete: insights from a pilot metabarcoding survey

Among eukaryotes, insects are by far the most diverse organisms on Earth, yet their global decline threatens ecosystem stability. Understanding local and regional biodiversity patterns is critical for conservation planning, ecosystem management, and predicting responses to environmental change, but traditional surveys for assessing insect diversity (e.g., manual collection, morphological identification, and counting) are highly labor-intensive, time-consuming, and often require rare or simply unavailable dedicated taxonomic expertise. DNA metabarcoding offers an efficient, high-resolution alternative to assess insect communities. Here, we report on the first insect metabarcoding survey on Crete that spans two years of sample collection between 2021 and 2023 from a small area in Southern Central Crete in the context of a citizen science project. A total of 29 samples yielded 10,865 Exact Sequence Variants (ESVs), 10,516 of which were assigned to insects, covering 988 species, 900 genera, and 227 families across 14 orders. A comparison with the existing observation records reveals 406 potential newly-observed species and an estimated 690 unclassified species, indicating substantial cryptic diversity. Our results demonstrate that even small-scale sampling can unravel substantial insect diversity and highlight critical gaps in barcode reference databases. Our study demonstrates how DNA metabarcoding can accelerate biodiversity discovery and monitoring in understudied regions.

ecology↗

bioRxiv2025

Genomic rearrangements promote diversification of a facultative meiotic parthenogenetic nematode pest (Meloidogyne graminicola)

Meloidogyne graminicola (Mg), commonly known as the rice root-knot nematode, is a highly destructive pest that inflicts significant damage on rice crops worldwide. Mg is thought to reproduce primarily by meiotic parthenogenesis, but its success across diverse habitats and hosts raises important questions about its adaptation mechanisms, particularly those driving the evolution of its virulence. Documenting the origin of the pathogen, its reproductive strategies and other evolutionary processes shaping its genome are thus crucial to understand its recent, rapid expansion. In this study, we first improved gene annotations of the Mg genome to enhance identification of potential secreted parasitism genes. Next, comparative genomics analyses of 13 Mg isolates from diverse geographic locations revealed evolutionary changes in the genome, including single nucleotide variations (SNVs), loss of heterozygosity (LoH), and copy number variations (CNVs). These events affected a substantial number of genes, including those coding for secreted proteins, suggesting their roles in nematode adaptation. LoH, the reduction of linkage disequilibrium between SNPs with distance as well as the 4-gamete test all provide evidence for meiotic recombination, supporting some sexual reproduction in Mg. Clustering of populations, based on LoH profiles and SNVs, allowed the definition of groups of isolates not correlating with current geographic distribution. The low sequence divergence at the genome level and the lack of clear phylogeographic structure among isolates support the hypothesis of a recent, widespread dissemination of the parasite, especially across Southeast Asia. Overall, our study supports a dual reproductive mode (sexual/asexual) in Mg, which offers an evolutionary advantage by balancing clonal proliferation in favorable conditions with occasional sexual reproduction allowing generation of new allelic combinations in adverse environments.

genomics↗

bioRxiv2025

Ghosts of symbionts past: The hidden history of the dynamic association between filarial nematodes and their Wolbachia endosymbionts

Many, but not all, parasitic filarial nematodes (Onchocercidae) carry intracellular, maternally-transmitted Wolbachia symbionts, and these alphaproteobacteria are targets for anti-filarial chemotherapeutic interventions for human disease. The symbionts of Onchocercidae derive from four of the major supergroups (C, D, F and J) defined within the genus Wolbachia. Using twenty-two whole genome sequences of filarial nematodes and genome sequences of their Wolbachia partners, we have explored the evolutionary history of the nematode-Wolbachia symbiosis. We screened the nuclear genome sequences of all the nematodes for nuclear Wolbachia transfers (NUWTs), fragments of the Wolbachia genome that have been integrated into the nuclear genome. Six species have no current Wolbachia infection. Setaria labiatopapillosa had no validated NUWTs and we interpret this to mean that this species was never infected with Wolbachia. In the other five species (Acanthocheilonema viteae, Cercopithifilaria (Ce.) johnstoni, Elaeophora elaphi, Loa (Lo.) loa and Onchocerca flexuosa) we found NUWTs, implying they have previously had and have now lost Wolbachia infections. For each NUWT locus, we identified the supergroup membership of the Wolbachia from which it originated, and found that the five Wolbachia-free species carried NUWTs derived from multiple supergroups, including a high shared rate of sequences derived from supergroup C. In Dirofilaria repens we identified a sample that carried two Wolbachia symbionts, one from supergroup C and one from supergroup F. In Dirofilaria immitis where live infection with a supergroup C Wolbachia is found, we identified NUWTs derived from an F Wolbachia, confirming that the F association predated the divergence of these Dirofilaria species. The supergroup D lineage of Wolbachia, as present in the human parasites Wuchereria bancrofti and Brugia malayi, derives from a replacement event. Madathamugadia (Md.) hiepei shows signs of multiple recent repeated endosymbiont replacement. From these data we infer that the history of Wolbachia in onchocercid nematodes includes not only cospeciation (as present in the Onchocerca-Dirofilaria group in association with supergroup C Wolbachia) and loss (in the five Wolbachia-free species), but also frequent symbiont replacement and dual infection. This dynamic pattern is challenging to models that assume host-symbiont mutualism.

genomics↗

bioRxiv2025

raxtax: A k-mer-based non-Bayesian Taxonomic Classifier

MotivationTaxonomic classification in biodiversity studies is the process of assigning the anonymous sequences of a marker gene (barcode) or whole genomes (metagenomics) to a specific lineage using a reference database that contains named sequences in a known taxonomy. This classification is important for assessing the diversity of biological systems. Taxonomic classification faces two main challenges: first, accuracy is critical as errors can propagate to downstream analysis results; and second, the classification time requirements can limit study size and study design, in particular when considering the constantly growing reference databases. To address these two challenges, we introduce raxtax, an efficient, novel taxonomic classification tool for barcodes that uses common k-mers between all pairs of query and reference sequences. We also introduce two novel uncertainty scores which take into account the fundamental biases of reference databases. ResultsWe validate raxtax on three widely used empirical reference databases and show that it is 2.7-100 times faster than competing state-of-the-art tools on the largest database while being equally accurate. In particular, raxtax exhibits increasing speedups with growing query and reference sequence numbers compared to existing tools (for 100,000 and 1,000,000 query and reference sequences overall, it is 1.3 and 2.9 times faster, respectively), and therefore alleviates the taxonomic classification scalability challenge. Availability and Implementationraxtax is available at https://github.com/noahares/raxtax under a CCNC-BY-SA license. The scripts and summary metrics used in our analyses are available at https://github.com/noahares/raxtax_paper_scripts. The source code, sequence data and summarized results of the analyses are available at https://doi.org/10.5281/zenodo.15057027.

bioinformatics↗

bioRxiv2023

Unzipped assemblies of polyploid root-knot nematode genomes reveal new kinds of unilateral complex telomeric repeats

Telomeres play central roles in senescence, aging and chromosome integrity. Using ONT long read sequencing we have assembled the genomes of Meloidogyne incognita, M. javanica and M. arenaria, the three most devastating plant-parasitic nematodes at unparalleled contiguity. The telomeric repeat (TTAGGC)n, evolutionarily conserved in nematodes, was not found in these genomes. Furthermore, no evidence for a telomerase enzyme or for orthologs of C. elegans telomere-associated proteins could be found. Instead, we identified species-specific composite repeats mostly present at one end of contigs. These repeats were G-rich, oriented and transcribed, similarly to known telomeric repeats. Using FISH we confirmed these repeats were present at one single end of M. incognita chromosomes. The discovery of a new kind of telomeric repeat in these species highlights the evolutionary diversity of chromosome protection systems despite their central roles and opens new perspectives towards the development of more specific control methods against these pests.

genomics↗

bioRxiv2022

AvP: a software package for automatic phylogenetic detection of candidate horizontal gene transfers.

Horizontal gene transfer (HGT) is the transfer of genes between species outside the transmission from parent to offspring. Due to their impact on the genome and biology of various species, HGTs have gained broader attention, but high-throughput methods to robustly identify them are lacking. One rapid method to identify HGT candidates is to calculate the difference in similarity between the most similar gene in closely related species and the most similar gene in distantly related species. Although metrics on similarity associated with taxonomic information can rapidly detect putative HGTs, these methods are hampered by false positives that are difficult to track. Furthermore, they do not inform on the evolutionary trajectory and events such as duplications. Hence, phylogenetic analysis is necessary to confirm HGT candidates and provide a more comprehensive view of their origin and evolutionary history. However, phylogenetic reconstruction requires several time-consuming manual steps to retrieve the homologous sequences, produce a multiple alignment, construct the phylogeny and analyze the topology to assess whether it supports the HGT hypothesis. Here, we present AvP which automatically performs all these steps and detects candidate HGTs within a phylogenetic framework. Availability and implementationAvP is written in Python and is available under GNU General Public License v3.0 at (https://github.com/GDKO/AvP).

bioinformatics↗

bioRxiv2021

The genome and lifestage-specific transcriptomes of a plant-parasitic nematode and its host reveal susceptibility genes involved in trans-kingdom synthesis of vitamin B.

Plant-parasitic nematodes are a major, and in some cases a dominant, threat to crop production in all agricultural systems. The relative scarcity of classical resistance genes highlights a pressing need to identify new ways to develop nematode-resistant germplasm. Here, we sequence and assemble a high-quality genome of the model cyst nematode Heterodera schachtii to provide a platform for the first system-wide dual analysis of host and parasite gene expression over time, covering all major stages of the interaction. This novel approach enabled the analysis of the hologenome of the infection site, to identify metabolic pathways that were incomplete in the parasite but complemented by the host. Using a combination of bioinformatic, genetic, and biochemical approaches, we show that the highly atypical completion of vitamin B5 biosynthesis by the parasitic animal, putatively enabled by a horizontal gene transfer from a bacterium, is critically important for parasitism. Knockout of either the plant-encoded or the now nematode-encoded steps in the pathway blocks parasitism. Our experiments establish a reference for cyst nematodes, use this platform to further our fundamental understanding of the evolution of plant-parasitism by nematodes, and show that understanding congruent differential expression of metabolic pathways represents a new way to find nematode susceptibility genes, and thereby, targets for future genome editing-mediated generation of nematode-resistant crops.

genetics↗

bioRxiv2019

The polyploid genome of the mitotic parthenogenetic root knot nematode Meloidogyne enterolobii

Root-knot nematodes (genus Meloidogyne) are plant parasitic species that cause huge economic loss in the agricultural industry and affect the prosperity of communities in developing countries. Control methods against these plant pests are sparse and the current preferred method is deployment of plant cultivars bearing resistance genes against Meloidogyne species. However, some species such as M. enterolobii are not controlled by the resistance genes deployed in the most important crop plants cultivated in Europe. The recent identification of this species in Europe is thus a major concern. Like the other most damaging Meloidogyne species (e.g. M. incognita, M. arenaria and M. javanica), M. enterolobii reproduces by obligatory mitotic parthenogenesis. Genomic singularities such as a duplicated genome structure and a relatively high proportion of transposable elements have previously been described in the above mentioned mitotic parthenogenetic Meloidogyne.\n\nTo gain a better understanding of the genomic and evolutionary background we sequenced the genome of M. enterolobii using high coverage short and long read technologies. The information contained in the long reads helped produce a highly contiguous genome assembly of M. enterolobii, thus enabling us to perform high quality annotations of coding and non-coding genes, and transposable elements.\n\nThe genome assembly and annotation reveals a genome structure similar to the ones described in the other mitotic parthenogenetic Meloidogyne, described as recent hybrids. Most of the genome is present in 3 different copies that show high divergence. Because most of the genes belong to these duplicated regions only few gene losses took place, which suggest a recent polyploidization. The most likely hypothesis to reconcile high divergence between genome copies despite few gene losses and translocations is also a recent hybrid origin. Consistent with this hypothesis, we found an abundance of transposable elements at least as high as the one observed in the mitotic parthenogenetic nematodes M. incognita and M. javanica.

genomics↗