Dataset Information

A Cell-based Systems Biology Assessment of Human Blood to Monitor Immune Responses After Influenza Vaccination

ABSTRACT: Systems biology is an approach to comprehensively study complex interactions within a biological system. Most published systems vaccinology studies have utilized whole blood or peripheral blood mononuclear cells (PBMC) to monitor the immune response after vaccination. Because human blood is comprised of multiple hematopoietic cell types, the potential for masking responses of under-represented cell populations is increased when analyzing whole blood or PBMC. To investigate the contribution of individual cell types to the immune response after vaccination, we established a rapid and efficient method to purify human T and B cells, natural killer (NK) cells, myeloid dendritic cells (mDC), monocytes, and neutrophils from fresh venous blood. Purified cells were fractionated and processed in a single day. RNA-Seq and quantitative shotgun proteomics were performed to determine expression profiles for each cell type prior to and after inactivated seasonal influenza vaccination. Our results show that transcriptomic and proteomic profiles generated from purified immune cells differ significantly from PBMC. Differential expression analysis for each immune cell type also shows unique transcriptomic and proteomic expression profiles as well as changing biological networks at early time points after vaccination. This cell type-specific information provides a more comprehensive approach to monitor vaccine responses.

OTHER RELATED OMICS DATASETS IN: PRJNA271578

INSTRUMENT(S): LTQ Orbitrap

ORGANISM(S): Homo Sapiens (human)

TISSUE(S): Mononuclear Cell, B Cell, Monocyte, T Cell, Natural Killer Cell, Neutrophil, Blood

DISEASE(S): Influenza

SUBMITTER: Andrew Link

LAB HEAD: Andrew Link

PROVIDER: PXD001657 | Pride | 2015-01-08

REPOSITORIES: Pride

ACCESS DATA

Publications

A cell-based systems biology assessment of human blood to monitor immune responses after influenza vaccination.

Hoek Kristen L KL Samir Parimal P Howard Leigh M LM Niu Xinnan X Prasad Nripesh N Galassie Allison A Liu Qi Q Allos Tara M TM Floyd Kyle A KA Guo Yan Y Shyr Yu Y Levy Shawn E SE Joyce Sebastian S Edwards Kathryn M KM Link Andrew J AJ

PloS one 20150223 2

Systems biology is an approach to comprehensively study complex interactions within a biological system. Most published systems vaccinology studies have utilized whole blood or peripheral blood mononuclear cells (PBMC) to monitor the immune response after vaccination. Because human blood is comprised of multiple hematopoietic cell types, the potential for masking responses of under-represented cell populations is increased when analyzing whole blood or PBMC. To investigate the contribution of in ...[more]

PMID: 25706537

Similar Datasets

Project description:Background: Tuberculosis (TB) remains a global health problem, with vaccination likely to be a necessary part of a successful control strategy. Results of the first Phase 2b efficacy trial of a candidate vaccine, MVA85A, evaluated in BCG-vaccinated infants were published last year. Although no improvement in efficacy above BCG alone was seen, cryopreserved samples from this trial provide an opportunity to study the immune response to vaccination in this population. Methods: We investigated blood samples taken before vaccination (baseline) and one and 28 days post-vaccination with MVA85A or placebo (Candin). The IFN-γ ELISpot assay was performed at baseline and on day 28 to quantify the adaptive response to Ag85A peptides. Gene expression analysis was performed at all three timepoints to identify early gene signatures predictive of the magnitude of the subsequent adaptive T cell response using the significance analysis of microarrays (SAM) statistical package and gene set enrichment analysis. Results: One day post-MVA85A, there is an induction of inflammatory pathways compared to placebo samples. Modules associated with myeloid cells and inflammation pre- and one day post-MVA85A correlate with a higher IFN-γ ELISpot response post-vaccination. By contrast, previous work done in UK adults shows early inflammation in this population is not associated with a strong T cell response but that induction of regulatory pathways inversely correlates with the magnitude of the T cell response. This may be indicative of important mechanistic differences in how T cell responses develop in these two populations following vaccination with MVA85A. Conclusion: The results suggest the capacity of MVA85A to induce a strong innate response is key to the initiation of an adaptive immune response in South African infants but induction of regulatory pathways may be more important in UK adults. Understanding differences in immune response to vaccination between populations is likely to be an important aspect of developing successful vaccines and vaccination strategies. Trial registration: ClinicalTrials.gov number NCT00953927 PBMC collected pre or 28 days post vaccinated, stimulated with either Ag85A peptides (20 samples) or media alone (60).

Dataset Information

A Cell-based Systems Biology Assessment of Human Blood to Monitor Immune Responses After Influenza Vaccination

Publications

A cell-based systems biology assessment of human blood to monitor immune responses after influenza vaccination.

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure