Systems Biology-Based Assessment of Immune Responses to Whole Cell and Acellular Pertussis Vaccines: Rationale, Methodology and Enrollment Procedures for Omics Workflows
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https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE281594
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Given the local and systemic adverse reactions associated with whole cell pertussis vaccines combined with diphtheria and tetanus toxoids (DTP), acellular pertussis vaccines combined with the same toxoids (DTaP) were developed in the 1990s. In comparison to DTP, DTaP vaccines demonstrated reduced reactogenicity and equivalent or improved immunogenicity and efficacy. However, there has been a resurgence of pertussis disease, particularly in DTaP-vaccinated children, suggesting that immunity wanes more quickly with DTaP vaccination. To elucidate the differences in immune responses to DTP and DTaP vaccines, we employed a systems biology-based strategy to compare global changes in gene expression following primary vaccination with either DTP or DTaP. We used RNA-Seq and ribosome profiling (RP) to identify transcriptional and translational signatures, respectively, in peripheral blood mononuclear cells (PBMCs) collected from 50 infant recipients of DTP or DTaP at two time-points (baseline (pre-vaccination at Day 1) and either Day 2 or 8 post-vaccination). We also used standard serologic methods to assess immunogenicity and correlated these results with the transcriptional and translational signatures. Here, we provide a detailed description of the rationale, experimental design, methodology and enrollment procedures used. Given the technical complexity of our approach, our objective is to fill knowledge gaps, describe key quality metrics, and support future publications. In brief, we recovered 4-12 million PBMCs (average 8.9 million) with 99% viability per 2.5 mL blood sample, enabling excellent nucleic acid recovery yields for preparation of high-quality sequencing libraries. In turn, these generated RNA-Seq and RP datasets with sufficient genome coverage, breadth, and depth to enable differential gene expression analyses, demonstrating the validity of our approach to study pertussis vaccine immunology specifically, and its utility to characterize mechanisms of the human immune response to vaccination generally. To establish basic metrics of quality for RNA-Seq and RP workflows, as our approach had no precedent and working in the context of a vaccine study where the participants were infants presented several significant challenges. To measure post-vaccination changes in gene expression at two different time points (24 hours and 7 days post-vaccination), and to compare changes in gene expression between vaccine groups (DTP and DTaP) following the first vaccine dose administered at ~2 months of age. To compare the gene-expression responses measured by RNAseq and RP with those obtained using traditional immunological tools, like antibody responses, inflammatory cytokine production, cell-mediated immunity, and B-cell antibody repertoires. *************************************************************** Raw files for human/patient samples were not submitted to GEO due to concerns about submitting personally identifiable sequence data for open access. ***************************************************************
创建时间:
2025-08-20



