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Wasmuth, J. D.

Publications and source records attributed to Wasmuth, J. D..

14 recordsLinked to original sources

mimicDetector: a pipeline for protein motif mimicry detection in host-pathogen systems

MotivationMolecular mimicry is a widespread strategy used by pathogens to evade the host immune system and manipulate other host cellular processes. Detecting these events--where pathogen proteins resemble host molecules--is challenging due to limitations in the sensitivity, specificity, and scalability of current bioinformatics tools. The challenges are pronounced when identifying subtle similarities in short protein fragments. ResultsWe present mimicDetector, an optimized bioinformatic pipeline for systematically identifying protein-level molecular mimicry between pathogens and their hosts. mimicDetector builds on existing k-mer-based approaches with three key improvements: (i) improved sensitivity for short-sequence alignments using the PAM30 substitution matrix and tuned BLASTP parameters; (ii) a revised k-mer filtering strategy based on bitscore differences rather than percent identity; (iii) the removal of overly conservative homologue exclusion steps. Applied to 17 globally important pathogens, mimicDetector identified a broad and biologically plausible set of mimicry candidates, including helminth proteins mimicking components of the human complement system and a Leishmania infantum mimic of Reticulon-4, a regulator of immune cell recruitment. Availability and implementationmimicDetector is freely available at https://github.com/Kayleerich/mimicDetector/, implemented in Python, and compatible with Unix-based systems.

bioinformatics↗

Genome structural variation in natural Caenorhabditis elegans populations

Structural variation, involving large alterations in chromosome structure, drives genetic diversification and the emergence of new phenotypes. These changes are widespread in natural populations and play an important role in adaptation and speciation. For many species, research has been limited to laboratory adapted strains and experimental evolution, which may not reflect the diversity of structural variants in the wild. Furthermore, technological limitations have proved to be a major barrier to accurate and comprehensive variant calling. In this study, we used PacBio sequencing data from 14 wild Caenorhabditis elegans strains to characterize structural variants in a natural population. With long-reads, we overcame limitations associated with short-read approaches and leveraged population-level data to further refine the accuracy of variant calls. We found that large, rapidly evolving gene families, such as GPCR, F-Box, and C-Type lectin, were prominent among the variants predicted to have phenotypic consequences. These results shed light on the significant role of structural variants in the evolution of Caenorhabditis elegans in its wild habitats and the limitations of treating N2 as the reference wild-type.

evolutionary biology↗

Evidence of opportunistic blood feeding in the parasitic nematode Heligmosomoides bakeri

Haem, which binds iron and oxygen, is essential for parasitic nematode growth. Nematodes lack endogenous haem synthesis pathways and acquire haem from their environment or intracellular symbionts. Genes involved in haem degradation and detoxification have been identified in parasitic nematodes who are either specialised blood feeders (haematophages) or reside in the blood stream. Targeting these genes, so limiting parasite growth and promoting parasite death, provides a new therapeutic avenue against blood feeding parasitic nematodes. Heligmosomoides bakeri, a model intestinal parasitic nematode, has not been considered a blood feeder. Adults live in the intestinal lumen and graze on host tissue. However, the earlier larval stages enter the intestinal tissue, where they grow and moult multiple times, an oxygen demanding process. We have shown that, in vivo, likely through nematode-induced damage, many tissue-dwelling H. bakeri are in close vicinity of red blood cells. During this time, infection induces host anemia. Further, tissue-dwelling H. bakeri that have fed on blood have an increased expression of collagen genes compared to those parasites that had not fed on blood. In vitro, this translates to a growth advantage. Our findings suggest blood feeding is more widespread among nematodes than currently described. We argue that biochemical adaptations previously considered to be limited to blood-feeders are found in other nematodes. Moreover, H. bakeri can serve as a model for studying blood-feeding mechanisms and developing anthelminthic strategies to them.

zoology↗

Genome assembly variation and its implications for gene discovery in nematode species

Genome assemblers are a critical component of genome science, but the choice of assembly software and protocols can be daunting. Here, we investigate genome assembly variation and its implications for gene discovery across three nematode species--Caenorhabditis bovis, Haemonchus contortus, and Heligmosomoides bakeri--highlighting the critical interplay between assembly choice and downstream genomic analysis. Selecting popular genome assemblers, we generated multiple assemblies for each species, analyzing their structure, completeness, and effect on gene family analysis. Our findings demonstrate that assembly variations can significantly affect gene family composition, with notable differences in critical gene families like cyp, gst, ugt, and nhr. Despite broadly similar performance using various assembly metrics, comparisons of assemblies with a single species revealed underlying structural rearrangements and inconsistencies in gene content. This emphasizes the imperative for continuous refinement of genomic resources. Our findings advocate for a cautious and informed approach to genome assembly and annotation to ensure reliable and insightful genomic interpretations.

genomics↗

A single-cell transcriptomics atlas for the parasitic nematode Heligmosomoides bakeri: Extrapolating model organism information to non-model systems

Single-cell atlases aim to collect the gene expression information for every cell type in an organism but can be challenging to perform in non-model organisms. To try to circumvent the problem of having no verified cell type markers in the parasitic nematode Heligmosomoides bakeri to use for an atlas, we attempted to use orthologs of verified markers from the closely related model organism Caenorhabditis elegans. This resulted in a useful comparison between the two worms for each of the cell types recovered in preliminary H. bakeri single-cell RNA-sequencing. For H. bakeri males and females, robustly recovered cell types include the gametes, embryos, and male intestine, while hypodermis, neurons, muscles, and pharyngeal cells were under-represented cell types. The two worms appear to have a similar hypodermis, cuticle, eggshell, and spermatogenesis process. On the other hand, putative cell identities and cell cycle scores suggest the intestine and muscle cells in H. bakeri may still be cycling and dividing, unlike in C. elegans. Additionally, embryogenesis and early development appear to be quite different between the two worms, with only eight out of 94 confirmed paternal contributions to the embryo in C. elegans (with an ortholog) predicted to also be paternal contributions in H. bakeri. Overall, this new dataset allowed me to move beyond the presence or absence of orthologs to include their tissue specificity and expression level similarities and differences when comparing these two worms to better identify biological processes and traits in a parasitic nematode that are modelled well by C. elegans.

developmental biology↗

The highly repetitive genome of Myxobolus rasmusseni n. sp, a myxozoan parasite of fathead minnows

BackgroundThe Myxozoa is a group of at least 2,400 endoparasites within the phylum Cnidaria. All myxozoans have greatly reduced in size and morphology compared to free-living members of the phylum. They are best known for causing disease in economically important fish across the world; for example, Myxobolus cerebralis causes whirling disease, which can kill 90% of infected juvenile salmonid fish. In 2017, a new myxozoan species was identified in Alberta. Myxobolus sp. causes distinct lesions in fathead minnows, which are ultimately fatal. Here, we sequenced, assembled and analyzed the genome of Myxobolus sp. to understand how the parasite interacts with its fish host and identify potential strategies to counter this emerging threat. ResultsAt 185 Mb, the Myxobolus sp. genome is the largest myxozoan genome sequenced so far. This large genome size is, in part, due to the high repetitive content; 68% of the genome was interspersed repeats, with the MULE-MuDR transposon covering 18% of the Myxobolus sp. genome. Similar to myxozoan genomes, the Myxobolus sp. genome has lost many genes well conserved in other eukaryotes. However, we also identified multiple expansions in gene families--serine proteases, hexokinases, and FLYWCH-domain containing proteins--which suggests their functional importance in the parasite. The mitochondrial genome of Myxobolus sp. encodes only five of the thirteen protein-coding genes typically found in animals. We found that the mitochondrial gene atp6 was transferred to the nucleus and acquired a mitochondria-targeting signal in Myxobolus sp. ConclusionsOur study provides valuable insights into myxozoan biology and identify promising avenues for future research. We also propose that Myxobolus sp. is promising myxozoan model to explore host-parasite interactions in these parasites.

zoology↗

IL-33-binding HpARI family homologues with divergent effects in suppressing or enhancing Type 2 immune responses

HpARI is an immunomodulatory protein secreted by the intestinal nematode Heligmosomoides polygyrus bakeri, which binds and blocks IL-33. Here, we find that the H. polygyrus bakeri genome contains 3 HpARI family members, and that these have different effects on IL-33-dependent responses in vitro and in vivo, with HpARI1+2 suppressing, and HpARI3 amplifying these responses. All HpARIs have sub-nanomolar affinity for mouse IL-33, however HpARI3 does not block IL-33-ST2 interactions. Instead, HpARI3 stabilises IL-33, increasing the half-life of the cytokine and amplifying responses to it in vivo. Together these data show that H. polygyrus bakeri secretes a family of HpARI proteins with both overlapping and distinct functions, comprising a complex immunomodulatory arsenal of host-targeted proteins.

immunology↗

Identification of potential molecular mimicry in pathogen-host interactions

Pathogens have evolved sophisticated strategies to manipulate host signaling pathways, including the phenomenon of molecular mimicry, where pathogen-derived biomolecules imitate host biomolecules. In this study, we used a sequence-based bioinformatics pipeline to identify potential molecular mimicry candidates between humans and 32 pathogenic species--bacteria, fungi, protozoa, and helminths--of global health importance. We observed considerable variation in the number of mimicry candidates across pathogenic species, with pathogenic bacteria exhibiting fewer candidates compared to fungi and protozoans. Further analysis revealed that the candidate mimicry regions were enriched in solvent-accessible regions, highlighting their potential functional relevance. We identified a total of 1878 mimicked regions in 1439 human proteins, and clustering analysis indicated diverse target proteins across pathogen species. The human proteins containing mimicked regions revealed significant associations between these proteins and various biological processes, with an emphasis on host extracellular matrix organization and cytoskeletal processes. However, immune-related proteins were underrepresented as targets of mimicry. Our findings provide insights into the broad range of host-pathogen interactions mediated by molecular mimicry and highlight potential targets for further investigation. This comprehensive analysis contributes to our understanding of the complex mechanisms employed by pathogens to subvert host defenses and promotes the development of novel therapeutic strategies.

microbiology↗

Proteome-wide comparison of tertiary protein structures reveal extensive molecular mimicry in Plasmodium-human interactions

Molecular mimicry is a strategy used by parasites to escape the host immune system and successfully transmit to a new host. To date, high-throughput examples of molecular mimicry have been limited to comparing protein sequences. However, with advances in the prediction of tertiary structural models, led by Deepminds AlphaFold, it is now possible to compare the tertiary structures of thousands of proteins from parasites and their hosts, to identify more subtle mimics. Here, we present the first proteome-level search for tertiary structure similarity between the proteins from Plasmodium falciparum and human. Of 206 P. falciparum proteins that have previously been proposed as mediators of Plasmodium-human interactions, we propose that seven evolved to molecularly mimic a human protein. By expanding the approach to all P. falciparum proteins, we identified a further 386 potential mimics, with 51 proteins corroborated by additional biological data. These findings demonstrate a valuable application of AlphaFold-derived tertiary structural models, and we discuss key considerations for its effective use in other host-parasite systems.

bioinformatics↗

Transcriptional patterns of sexual dimorphism and host developmental programs in the model parasitic nematode Heligmosomoides polygyrus

Heligmosomoides bakeri (often mistaken for Heligmosomoides polygyrus) is a promising model for parasitic nematodes with the key advantage of being amenable to study and manipulation within a controlled laboratory environment. While draft genome sequences are available for this worm, which allow for comparative genomic analyses between nematodes, there is a notable lack of information on its gene expression. Here, we have generated biologically replicated RNA-seq datasets from samples taken throughout the parasitic life of H. bakeri. We find extensive transcriptional sexual dimorphism throughout the fourth larval and adult stages of this parasite and identify alternative splicing, glycosylation, and ubiquitination as particularly important processes for establishing and/or maintaining sex-specific gene expression in this species. Further, we find sex-linked differences in transcription related to aging and oxidative and osmotic stress responses. Additionally, we observe a starvation-like signature among transcripts whose expression is consistently up-regulated in males, which may reflect a higher energy expenditure by male worms. We detect evidence of increased importance for anaerobic respiration among the adult worms, which coincides with the parasites migration into the physiologically hypoxic environment of the intestinal lumen. Further, we hypothesize that oxygen concentration may be an important driver of the worms encysting in the intestinal mucosa as larvae, which not only fully exposes the worms to their hosts immune system, but also shapes many of the interactions between the host and parasite. We find stage- and sex-specific variation in the expression of immunomodulatory genes and in anthelmintic targets. In addition to generating new hypotheses for follow-up experiments into the worms behaviour, physiology, and metabolism, our datasets enable future more in-depth comparisons between nematodes to better define the utility of H. bakeri as a model for parasitic nematodes in general. Author SummaryParasitic nematodes (roundworms) that infect humans and livestock are a major health and economic burden but are challenging to study in a laboratory environment because of their required hosts. One strategy to get around this difficulty is to first study a rodent model to guide targeted experiments in the more difficult study system. Heligmosomoides bakeri is closely related to the nematode parasites of humans and livestock and naturally parasitizes mice. We have generated information on the expression of all the genes in this worm throughout the stages of its life when it is parasitic. This information allows us to examine how different the male and female worms are at the molecular level. We also describe major developmental events that occur in the worm, which extend our understanding of the interactions between this parasite and its host. We analyse the expression of genes known to be involved in interfering with host immune responses and others known to be targeted by drugs designed to kill worms. This new information will allow for better comparisons among nematodes to assess how well this rodent model system works for studying parasitic nematodes in general.

genomics↗

Genomic signatures of selection associated with benzimidazole drug treatments in Haemonchus contortus field populations

Genome-wide methods offer a powerful approach to detect signatures of drug selection in parasite populations in the field. However, their application to parasitic nematodes has been limited because of both a lack of suitable reference genomes and the difficulty of obtaining field populations with sufficiently well-defined drug selection histories. Consequently, there is little information on the genomic signatures of drug selection for parasitic nematodes in the field and on how best to detect them. This study was designed to address these knowledge gaps using field populations of Haemonchus contortus with well-defined and contrasting benzimidazole-selection histories, leveraging a recently completed chromosomal-scale reference genome assembly. We generated a panel of 49,393 ddRADseq markers and used this resource to genotype 20 individual H. contortus adult worms from each of four H. contortus populations: two from closed sheep flocks that had an approximately 20-year history of frequent treatment exclusively with benzimidazole drugs, and two populations with a history of little or no drug treatment. The populations were chosen from the same geographical region to limit population structure in order to maximize the sensitivity of the approach. A clear signature of selection was detected on the left arm of chromosome I centered on the isotype-1 {beta}-tubulin gene in the benzimidazole-selected but not the unselected populations. Two additional, but weaker, signatures of selection were detected; one near the middle of chromosome I and one near the isotype-2 {beta}-tubulin locus on chromosome II. We examined genetic differentiation between populations, and nucleotide diversity and linkage disequilibrium within populations to define these two additional regions as encompassing five genes and a single gene. We also compared the relative power of using pooled versus individual worm sequence data to detect genomic selection signatures and how sensitivity is impacted by sequencing depth, worm number, and population structure. In summary, this study used H. contortus field populations with well-defined drug selection histories to provide the first direct genome-wide evidence for any parasitic nematode that the isotype-1 {beta}-tubulin gene is the quantitatively most important benzimidazole resistance locus. It also identified two additional genomic regions that likely contain benzimidazole-resistance loci of secondary importance. Finally, this study provides an experimental framework to maximize the power of genome-wide approaches to detect signatures of selection driven by anthelmintic drug treatments in field populations of parasitic nematodes. AUTHOR SUMMARYBenzimidazoles are important anthelmintic drugs for human and animal parasitic nematode control with [~]0.5 billion children at risk of infection treated annually worldwide. Drug resistance is common in livestock parasites and a growing concern in humans. Haemonchus contortus is the most important model parasite system used to study anthelmintic resistance and a significant livestock pathogen. It is also one of the few parasitic nematodes with a chromosomal-scale genome assembly. We have undertaken genome-wide scans using a dense RADseq marker panel on worms from natural field populations under differing levels of benzimidazole selection. We show that there is a single predominant genomic signature of selection in H. contortus associated with benzimidazole selection centred on the isotype-1 {beta}-tubulin locus. We also identify two weaker signatures of selection indicative of secondary drug resistance loci. Additionally, we assess the minimum data requirements for parameters including worm number, sequence depth, marker density needed to detect the signatures of selection and compare individual to Poolseq analysis. This work is the first genome-wide study in a parasitic nematode to provide direct evidence of the isotype-1 {beta}-tubulin locus being the single predominant benzimidazole resistance locus and provides an experimental framework for future population genomic studies on anthelmintic resistance.

genomics↗

Accurate detection of structural variation is hard

The accurate characterization of structural variation is crucial for our understanding of how large chromosomal alterations affect phenotypic differences and contribute to genome evolution. Whole-genome sequencing is a popular approach for identifying structural variants, but the accuracy of popular tools remains unclear due to the limitations of existing benchmarks. Moreover, the performance of these tools for predicting variants in non-human genomes is less certain, as most tools were developed and benchmarked using data from the human genome. To address this problem, multiple short- and long-read tools were benchmarked using real and simulated Caenorhabditis elegans whole-genome sequence data. To evaluate the use of long-read data for the validation of short-read predictions, the agreement between predictions from a short-read ensemble learning method and long-read tools were compared. The results obtained from simulated data indicate that the best performing tool is contingent on the type and size of the variant, as well as the sequencing depth of coverage. These results also highlight the need for reference datasets generated from real data that can be used as ground truth in benchmarks.

genomics↗

Host protection to intestinal worm infections: the importance of activated and armed innate effector cells at the host parasite interface.

The intestinal roundworm Heligmosomoides bakeri causes chronic infection in susceptible (C57Bl/6) mice; however, repeat (trickle) infection confers immunity and facilitates worm clearance. We previously showed that this acquired immunity is associated with a strong Th2 response, notably the enhanced production of intestinal granulomas. Here we demonstrate that elevated proportions of IgG1-bound eosinophils and macrophages are observed around the developing tissue worms of trickle-infected female C57Bl/6 mice compared to bolus infected animals. Levels of IgG2c, IgA or IgE were not detected in the granulomas. Increased proportions of SiglecF+ and CD206+ cells, but not Ly6G+ and/or NK1.1+ cells, were also found in the granulomas of trickle-infected mice. However, in the natural world rather than the laboratory setting, immune environments are more nuanced. We examined the impact of a mixed immune environment on trickle infection-induced immunity, using a pre-infection with Toxoplasma gondii. The mixed immune environment resulted in fewer and smaller granulomas with a lack of IgG -bound cells as well as reduced proportions of SiglecF+ and CD206+ cells, measured by immunofluorescence and flow cytometry. This was associated with a higher worm burden in the co-infected animals. Our data confirm the importance of intestinal granulomas and parasite-specific antibody for parasite clearance. They highlight why it may be more difficult to clear worms in the field than in the laboratory. AUTHORS SUMMARYDespite decades of research on intestinal parasitic worms, we are still unable to clearly point to why so many people (approximately 1.8 billion) and most livestock/wild animals are infected with these parasites. We have made progress in understanding how the immune system responds to parasitic worms, and how these parasites manipulate our immune system. However, identifying effective clearance mechanisms is complex and context dependent. We have used models of trickle infection (multiple low doses of parasites) and co-infection (two intestinal parasites) to simulate how people/animals get infected in the real world. Using these models, we have confirmed the host/parasite interface (the granuloma) within the intestinal tissue to be key in determining the hosts ability to clear worms. The lack of specific immune cells and antibodies within the granuloma was associated with chronic infection. Our results help explain why intestinal parasitic worms are so prevalent and why it may be difficult to clear worms in natural settings.

immunology↗

MinION re-sequencing of Giardia genomes and de novo assembly of a new Giardia isolate

BackgroundGenomes of the parasite Giardia duodenalis are relatively small for eukaryotic genomes, yet there are only six publicly available. Difficulties in assembling the tetraploid G. duodenalis genome from short read sequencing data likely contribute to this lack of genomic information. We sequenced three isolates of G. duodenalis (AWB, BGS, and beaver) on the Oxford Nanopore Technologies MinION whose long reads have the potential to address genomic areas that are problematic for short reads.\n\nResultsUsing a hybrid approach that combines MinION long reads and Illumina short reads to take advantage of the continuity of the long reads and the accuracy of the short reads we generated reference quality genomes for each isolate. The genomes for two of the isolates were evaluated against the available reference genomes for comparison. The third genome for which there is no previous data was then assembled. The long reads were used to find structural variants in each isolate to examine heterozygosity. Consistent with previous findings based on SNPs, Giardia BGS was found to be considerably more heterozygous than the other isolates that are from Assemblage A. We also find an enrichment of variant-specific surface proteins in some of the structural variant regions.\n\nConclusionsOur results show that the MinION can be used to generate reference quality genomes in Giardia and further be used to identify structural variant regions that are an important source of genetic variation not previously examined in these parasites.

genomics↗