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Functional annotation of a divergent genome using sequence and structure-based similarity
Umeå University, Faculty of Medicine, Molecular Infection Medicine Sweden (MIMS). Umeå University, Faculty of Medicine, Umeå Centre for Microbial Research (UCMR). Umeå University, Faculty of Medicine, Department of Medical Biochemistry and Biophysics. Umeå University, Faculty of Medicine, Department of Molecular Biology (Faculty of Medicine).ORCID iD: 0000-0001-5799-4075
Umeå University, Faculty of Medicine, Molecular Infection Medicine Sweden (MIMS). Umeå University, Faculty of Medicine, Umeå Centre for Microbial Research (UCMR). Umeå University, Faculty of Medicine, Department of Molecular Biology (Faculty of Medicine).ORCID iD: 0000-0001-9796-5543
Umeå University, Faculty of Medicine, Molecular Infection Medicine Sweden (MIMS). Umeå University, Faculty of Medicine, Umeå Centre for Microbial Research (UCMR). Umeå University, Faculty of Medicine, Department of Medical Biochemistry and Biophysics. Umeå University, Faculty of Medicine, Department of Molecular Biology (Faculty of Medicine).ORCID iD: 0000-0003-3609-2878
Umeå University, Faculty of Medicine, Molecular Infection Medicine Sweden (MIMS). Umeå University, Faculty of Medicine, Umeå Centre for Microbial Research (UCMR). Umeå University, Faculty of Medicine, Department of Medical Biochemistry and Biophysics. Umeå University, Faculty of Medicine, Department of Molecular Biology (Faculty of Medicine).ORCID iD: 0000-0001-9518-4671
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2024 (English)In: BMC Genomics, E-ISSN 1471-2164, Vol. 25, no 1, article id 6Article in journal (Refereed) Published
Abstract [en]

Background: Microsporidia are a large taxon of intracellular pathogens characterized by extraordinarily streamlined genomes with unusually high sequence divergence and many species-specific adaptations. These unique factors pose challenges for traditional genome annotation methods based on sequence similarity. As a result, many of the microsporidian genomes sequenced to date contain numerous genes of unknown function. Recent innovations in rapid and accurate structure prediction and comparison, together with the growing amount of data in structural databases, provide new opportunities to assist in the functional annotation of newly sequenced genomes.

Results: In this study, we established a workflow that combines sequence and structure-based functional gene annotation approaches employing a ChimeraX plugin named ANNOTEX (Annotation Extension for ChimeraX), allowing for visual inspection and manual curation. We employed this workflow on a high-quality telomere-to-telomere sequenced tetraploid genome of Vairimorpha necatrix. First, the 3080 predicted protein-coding DNA sequences, of which 89% were confirmed with RNA sequencing data, were used as input. Next, ColabFold was used to create protein structure predictions, followed by a Foldseek search for structural matching to the PDB and AlphaFold databases. The subsequent manual curation, using sequence and structure-based hits, increased the accuracy and quality of the functional genome annotation compared to results using only traditional annotation tools. Our workflow resulted in a comprehensive description of the V. necatrix genome, along with a structural summary of the most prevalent protein groups, such as the ricin B lectin family. In addition, and to test our tool, we identified the functions of several previously uncharacterized Encephalitozoon cuniculi genes.

Conclusion: We provide a new functional annotation tool for divergent organisms and employ it on a newly sequenced, high-quality microsporidian genome to shed light on this uncharacterized intracellular pathogen of Lepidoptera. The addition of a structure-based annotation approach can serve as a valuable template for studying other microsporidian or similarly divergent species.

Place, publisher, year, edition, pages
BioMed Central (BMC), 2024. Vol. 25, no 1, article id 6
Keywords [en]
Functional annotation, Genome, Microsporidia, Polar tube proteins, Ricin B lectins, Structural similarity, Vairimorpha necatrix
National Category
Bioinformatics and Computational Biology Genetics and Genomics
Identifiers
URN: urn:nbn:se:umu:diva-219335DOI: 10.1186/s12864-023-09924-yISI: 001135505200004PubMedID: 38166563Scopus ID: 2-s2.0-85181236030OAI: oai:DiVA.org:umu-219335DiVA, id: diva2:1827183
Funder
Swedish Research Council, 2019-02011EU, European Research Council, 948655Science for Life Laboratory, SciLifeLabSwedish National Infrastructure for Computing (SNIC), SNIC 2021/23–718Swedish National Infrastructure for Computing (SNIC), SNIC 2021/22–936Available from: 2024-01-12 Created: 2024-01-12 Last updated: 2025-04-24Bibliographically approved
In thesis
1. How evolutionary adaptation perfects the pathogenic lifestyle: structural characterization of pathogenic protein complexes, machineries, and virulence factors
Open this publication in new window or tab >>How evolutionary adaptation perfects the pathogenic lifestyle: structural characterization of pathogenic protein complexes, machineries, and virulence factors
2024 (English)Doctoral thesis, comprehensive summary (Other academic)
Alternative title[sv]
Hur evolutionär anpassning fulländar den patogena lifsstilen : strukturell karakterisering av patogena proteinkomplex, maskinerier och virulensfaktorer
Abstract [en]

Pathogens have developed sophisticated strategies to thrive in hostile host environments. They use species-specific innovations and virulence factors to successfully invade and replicate in host organisms, including humans. Many pathogen infections cause disease and sometimes death, which affects not only the medical but also the agricultural and environmental sectors. 

A strategy to combat infectious disease is to better understand the pathogen’s biology at a molecular level. In particular, the identification, structural, and biochemical characterization of virulence factors that are essential for infection can provide a solid basis for antimicrobial drug development. 

This thesis focuses on two types of pathogens that have evolved ingenious mechanisms to adapt to their hosts: Microsporidia, which are fungal-like, obligate intracellular pathogens that streamlined their genomes for optimal parasitism, and Vibrio cholerae, a Gram-negative bacterium with numerous virulence genes, and the etiological agent of cholera disease. 

In the first project of my thesis, we developed a tool for the functional genome annotation of divergent organisms like microsporidia. To overcome the problematic annotation of divergent genomes, due to low sequence similarity, our tool complements traditional sequence-based annotation with structural similarity matching. We used this method to annotate the newly sequenced genome of Vairimorpha necatrix, a microsporidian parasite of Lepidoptera (e.g., butterflies and moths). The addition of structural similarity matching improved the quality and accuracy of the genome annotation. Further, the resulting annotation can serve as a reference to curate other microsporidian genomes. This will increase our understanding of the parasites’ proteomic repertoire and help us to identify potential virulence factors that can be studied experimentally. 

In the second study, we analyzed the cryogenic electron microscopy (cryo-EM) structure of the mechanosensitive ion channel of small conductance 2 (MscS2) from Nematocida displodere, a microsporidian pathogen of Caenorhabditis elegans. Microsporidia acquired mscS2 from bacteria via horizontal gene transfer and drastically shortened its sequence length, leading to the loss of the mechanosensation domain. In our in vitro setting, MscS2 oligomerizes into a unique superstructure where six heptameric MscS2 channels form an asymmetric, flexible six-way cross joint. We show that, despite its drastic reduction, MscS2 still forms a homo-heptameric membrane-associated channel. However, the loss of the sensory domain indicates that microsporidia evolved MscS2 to fulfill a new function. 

In the third project, we solved the cryo-EM structure of the V. cholerae toxin motility-associated killing factor A (MakA). MakA is part of the ɑ-pore-forming toxin (ɑ-PFT) MakBAE, which inserts into host cell membranes and is cytotoxic. However, in the absence of MakB and MakE, at low pH, and in the presence of membrane vesicles, MakA by itself changes its conformation and oligomerizes into a helical structure. This helix comprises MakA dimer pairs that spiral around a central, circular cavity. Near the cavity and the MakA transmembrane helices, we observed an annular lipid bilayer. This suggests that MakA depletes membranous vesicles of their lipids. While we believe this helical assembly is a non- physiological artifact, our analyses demonstrate that MakA changes its conformation and inserts itself into cell membranes, where it oligomerizes, ultimately leading to cell death in vitro. Further, we observed four different conformations of MakA within the dimer pairs, which displays the protein’s dynamic behavior. We assume that MakA adopts one of these conformations when forming an ɑ-PFT with MakB and MakE. 

The findings of my thesis contribute to the identification and understanding of protein families and virulence factors that microsporidia and Vibrio cholera employ to conquer and exploit their hosts. In conclusion, the thesis provides key pieces of knowledge that can help the future development of inhibitors against these pathogens. 

Place, publisher, year, edition, pages
Umeå: Umeå University, 2024. p. 45
Series
Umeå University medical dissertations, ISSN 0346-6612 ; 2326
Keywords
Microsporidia, Vibrio cholerae, Evolutionary adaptation, Mechanosensitive ion channel of small conductance, Alpha pore-forming toxins, Single particle cryo-electron microscopy, Genome annotation
National Category
Biochemistry Molecular Biology Structural Biology
Research subject
Biochemistry; Infectious Diseases; Molecular Biology
Identifiers
urn:nbn:se:umu:diva-229954 (URN)978-91-8070-497-7 (ISBN)978-91-8070-498-4 (ISBN)
Public defence
2024-10-23, NBET.A101 - Norra Beteendevetarhuset, Humanioragränd 5, Umeå, 09:00 (English)
Opponent
Supervisors
Available from: 2024-10-02 Created: 2024-09-23 Last updated: 2025-02-20Bibliographically approved

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Svedberg, DennisWiniger, Rahel R.Berg, AlexandraSharma, HimanshuBarandun, Jonas

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