Human Gene Set: TSANG_PBMC_FLUVIRIN_PANDEMRIX_ADULT
      _CORR_WITH_CELL_FREQ_CD27HI_CD38HI_CD20
      _NEG_PLASMABLASTS_AND_CD38PLUS_OF_IGD
      _CD27PLUS_MEM_B_CELLS_7DY_POSITIVE


Standard name TSANG_PBMC_FLUVIRIN_PANDEMRIX_ADULT_CORR_WITH_CELL_FREQ_CD27HI_CD38HI_CD20_NEG_PLASMABLASTS_AND_CD38PLUS_OF_IGD_CD27PLUS_MEM_B_CELLS_7DY_POSITIVE
Systematic name M41196
Brief description Genes positively correlated with cell frequency CD27hi CD38hi of CD20- B cells (Plasmablasts) and CD38+ of IgD-CD27+ memory B cells in peripheral blood mononuclear cell in adults after exposure to Fluvirin/Pandemrix , time point 7D
Full description or abstract A major goal of systems biology is the development of models that accurately predict responses to perturbation. Constructing such models requires the collection of dense measurements of system states, yet transformation of data into predictive constructs remains a challenge. To begin to model human immunity, we analyzed immune parameters in depth both at baseline and in response to influenza vaccination. Peripheral blood mononuclear cell transcriptomes, serum titers, cell subpopulation frequencies, and B cell responses were assessed in 63 individuals before and after vaccination and were used to develop a systematic framework to dissect inter- and intra-individual variation and build predictive models of postvaccination antibody responses. Strikingly, independent of age and pre-existing antibody titers, accurate models could be constructed using pre-perturbation cell populations alone, which were validated using independent baseline time points. Most of the parameters contributing to prediction delineated temporally stable baseline differences across individuals, raising the prospect of immune monitoring before intervention.
Collection C7: Immunologic Signature
      VAX: HIPC Vaccine Response
Source publication Pubmed 24725414   Authors: Tsang JS,Schwartzberg PL,Kotliarov Y,Biancotto A,Xie Z,Germain RN,Wang E,Olnes MJ,Narayanan M,Golding H,Moir S,Dickler HB,Perl S,Cheung F,Baylor HIPC Center,CHI Consortium
Exact source Fig 7
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External links https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4139290/figure/F7/
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Source species Homo sapiens
Contributed by HIPC SIGNATURES (NIAID/HIPC SIGNATURES)
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Version history 7.3: First Introduced.

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