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      Genome-based prediction of cross-protective, HLA-DR-presented epitopes as putative vaccine antigens for multiple Bordetella species

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          ABSTRACT

          Acellular pertussis vaccines protect against severe pertussis, but vaccine-induced immunity wanes over time. Prior animal studies showed that T-cell responses are integral to long-lasting immunity. Current pertussis vaccines also do not provide considerable protection against other species that cause pertussis-like illness, such as Bordetella parapertussis and Bordetella holmesii. We aimed to identify potential vaccine antigens from conserved orthologs that are predicted to engage CD4 T cells and provide cross-protective immunity against multiple Bordetella pathogens. Whole-genome sequence data were previously collected for Bordetella pertussis, B. parapertussis, and B. holmesii isolates. Immunoinformatics and comparative genomics were used to predict immunogenicity, cross-reactive proteins, and protein homology for a set of Bordetella isolates. Expression and production levels of homologous, immunogenic targets were screened using transcriptomic and proteomic data, and detectable genes were analyzed by reverse transcription quantitative PCR. Computational prediction methods identified putative human leukocyte antigen-DR-binding epitopes. Recognition of targets by T cells from individuals immunized with whole-cell pertussis vaccines was confirmed ex vivo. From the B. pertussis genome, 408 genes exhibited high sequence conservation with orthologs in B. parapertussis and B. holmesii, and a select group had high immunogenicity scores. A subset of detectable proteins were also Bordetella-specific and non-cross-reactive. Epitope mapping predicted 36 conserved, immunogenic, and naturally processed epitopes. Of these 36 targets, six epitopes upregulated markers of T-cell activation, and three elicited cytokine production. Our findings identified a list of peptides specific to Bordetella respiratory pathogens that may confer long-lasting, cross-protective T-cell immunity.

          IMPORTANCE

          Pertussis, caused by Bordetella pertussis, can cause debilitating respiratory symptoms, so whole-cell pertussis vaccines (wPVs) were introduced in the 1940s. However, reactogenicity of wPV necessitated the development of acellular pertussis vaccines (aPVs) that were introduced in the 1990s. Since then, until the COVID-19 pandemic began, reported pertussis incidence was increasing, suggesting that aPVs do not induce long-lasting immunity and may not effectively prevent transmission. Additionally, aPVs do not provide protection against other Bordetella species that are observed during outbreaks. The significance of this work is in determining potential new vaccine antigens for multiple Bordetella species that are predicted to elicit long-term immune responses. Genome-based approaches have aided the development of novel vaccines; here, these methods identified Bordetella vaccine candidates that may be cross-protective and predicted to induce strong memory responses. These targets can lead to an improved vaccine with a strong safety profile while also strengthening the longevity of the immune response.

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          Most cited references63

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          Mapping and quantifying mammalian transcriptomes by RNA-Seq.

          We have mapped and quantified mouse transcriptomes by deeply sequencing them and recording how frequently each gene is represented in the sequence sample (RNA-Seq). This provides a digital measure of the presence and prevalence of transcripts from known and previously unknown genes. We report reference measurements composed of 41-52 million mapped 25-base-pair reads for poly(A)-selected RNA from adult mouse brain, liver and skeletal muscle tissues. We used RNA standards to quantify transcript prevalence and to test the linear range of transcript detection, which spanned five orders of magnitude. Although >90% of uniquely mapped reads fell within known exons, the remaining data suggest new and revised gene models, including changed or additional promoters, exons and 3' untranscribed regions, as well as new candidate microRNA precursors. RNA splice events, which are not readily measured by standard gene expression microarray or serial analysis of gene expression methods, were detected directly by mapping splice-crossing sequence reads. We observed 1.45 x 10(5) distinct splices, and alternative splices were prominent, with 3,500 different genes expressing one or more alternate internal splices.
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            Is Open Access

            eggNOG v4.0: nested orthology inference across 3686 organisms

            With the increasing availability of various ‘omics data, high-quality orthology assignment is crucial for evolutionary and functional genomics studies. We here present the fourth version of the eggNOG database (available at http://eggnog.embl.de) that derives nonsupervised orthologous groups (NOGs) from complete genomes, and then applies a comprehensive characterization and analysis pipeline to the resulting gene families. Compared with the previous version, we have more than tripled the underlying species set to cover 3686 organisms, keeping track with genome project completions while prioritizing the inclusion of high-quality genomes to minimize error propagation from incomplete proteome sets. Major technological advances include (i) a robust and scalable procedure for the identification and inclusion of high-quality genomes, (ii) provision of orthologous groups for 107 different taxonomic levels compared with 41 in eggNOGv3, (iii) identification and annotation of particularly closely related orthologous groups, facilitating analysis of related gene families, (iv) improvements of the clustering and functional annotation approach, (v) adoption of a revised tree building procedure based on the multiple alignments generated during the process and (vi) implementation of quality control procedures throughout the entire pipeline. As in previous versions, eggNOGv4 provides multiple sequence alignments and maximum-likelihood trees, as well as broad functional annotation. Users can access the complete database of orthologous groups via a web interface, as well as through bulk download.
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              Acellular pertussis vaccines protect against disease but fail to prevent infection and transmission in a nonhuman primate model.

              Pertussis is a highly contagious respiratory illness caused by the bacterial pathogen Bordetella pertussis. Pertussis rates in the United States have been rising and reached a 50-y high of 42,000 cases in 2012. Although pertussis resurgence is not completely understood, we hypothesize that current acellular pertussis (aP) vaccines fail to prevent colonization and transmission. To test our hypothesis, infant baboons were vaccinated at 2, 4, and 6 mo of age with aP or whole-cell pertussis (wP) vaccines and challenged with B. pertussis at 7 mo. Infection was followed by quantifying colonization in nasopharyngeal washes and monitoring leukocytosis and symptoms. Baboons vaccinated with aP were protected from severe pertussis-associated symptoms but not from colonization, did not clear the infection faster than naïve animals, and readily transmitted B. pertussis to unvaccinated contacts. Vaccination with wP induced a more rapid clearance compared with naïve and aP-vaccinated animals. By comparison, previously infected animals were not colonized upon secondary infection. Although all vaccinated and previously infected animals had robust serum antibody responses, we found key differences in T-cell immunity. Previously infected animals and wP-vaccinated animals possess strong B. pertussis-specific T helper 17 (Th17) memory and Th1 memory, whereas aP vaccination induced a Th1/Th2 response instead. The observation that aP, which induces an immune response mismatched to that induced by natural infection, fails to prevent colonization or transmission provides a plausible explanation for the resurgence of pertussis and suggests that optimal control of pertussis will require the development of improved vaccines.

                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: InvestigationRole: MethodologyRole: ResourcesRole: SoftwareRole: ValidationRole: VisualizationRole: Writing – original draftRole: Writing – review and editing
                Role: Data curationRole: Formal analysisRole: Writing – original draftRole: Writing – review and editing
                Role: ConceptualizationRole: Funding acquisitionRole: InvestigationRole: MethodologyRole: Project administrationRole: SupervisionRole: Writing – original draftRole: Writing – review and editing
                Role: Data curationRole: Formal analysisRole: Methodology
                Role: ResourcesRole: Supervision
                Role: Data curationRole: Methodology
                Role: Data curationRole: Formal analysisRole: Methodology
                Role: Data curationRole: InvestigationRole: MethodologyRole: ResourcesRole: SupervisionRole: Writing – original draftRole: Writing – review and editing
                Role: Funding acquisitionRole: ResourcesRole: SupervisionRole: Writing – review and editing
                Role: ConceptualizationRole: Funding acquisitionRole: InvestigationRole: ResourcesRole: SupervisionRole: Writing – review and editing
                Role: Editor
                Journal
                Microbiol Spectr
                Microbiol Spectr
                spectrum
                Microbiology Spectrum
                American Society for Microbiology (1752 N St., N.W., Washington, DC )
                2165-0497
                January 2024
                06 December 2023
                06 December 2023
                : 12
                : 1
                : e03527-23
                Affiliations
                [1 ] Division of Bacterial Diseases, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention; , Atlanta, Georgia, USA
                [2 ] Laboratory Leadership Service, Centers for Disease Control and Prevention; , Atlanta, Georgia, USA
                [3 ] Department of Microbial Infection and Immunity, College of Medicine, The Ohio State University; , Columbus, Ohio, USA
                [4 ] Department of Microbiology, Immunology, and Cell Biology, West Virginia University; , Morgantown, West Virginia, USA
                Ludwig-Maximilians-Universitat Munchen Pettenkofer Institute; , Muenchen, Germany
                Author notes
                Address correspondence to Lucia C. Pawloski, ecz6@ 123456cdc.gov

                The authors declare no conflict of interest.

                Author information
                https://orcid.org/0000-0003-1854-0382
                https://orcid.org/0000-0002-3140-402X
                https://orcid.org/0000-0002-1495-0379
                Article
                03527-23 spectrum.03527-23
                10.1128/spectrum.03527-23
                10783135
                38054724
                9af6ea27-f96c-4217-92c8-7a3ca1d3fd70

                This is a work of the U.S. Government and is not subject to copyright protection in the United States. Foreign copyrights may apply.

                History
                : 12 October 2023
                : 07 November 2023
                Page count
                supplementary-material: 2, authors: 10, Figures: 7, Tables: 1, References: 64, Pages: 18, Words: 9447
                Funding
                Funded by: CDC Advanced Molecular Detection Program;
                Award Recipient :
                Categories
                Research Article
                open-peer-review, Open Peer Review
                vaccines, Vaccines
                Custom metadata
                January 2024

                bordetella pertussis,epitope vaccines,cross-protection,immunogenicity

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