title: Correlation analysis of intracellular and secreted cytokines via the generalized integrated mean fluorescence intensity.
abstract: The immune response in humans is usually assessed using immunogenicity assays to provide biomarkers as correlates of protection (CoP). Flow cytometry is the assay of choice to measure intracellular cytokine staining (ICS) of cell-mediated immune (CMI) biomarkers. For CMI analysis, the integrated mean fluorescence intensity (iMFI) was introduced as a metric to represent the total functional CMI response as a CoP. iMFI is computed by multiplying the relative frequency (percent positive) of cells expressing a particular cytokine with the MFI of that population, and correlates better with protection in challenge models than either the percentage or the MFI of the cytokine-positive population. While determination of the iMFI as a CoP can readily be accomplished in animal models that allow challenge/protection experiments, this is not feasible in humans for ethical reasons. As a first step toward extending the iMFI concept to humans, we investigated the correlation of the iMFI derived from a human innate immune response ICS assay with functional cytokine release into the culture supernatant, as innate cytokines need to be released to have a functional impact. Next, we developed a quantitatively more correlative mathematical approach for calculating the functional response of cytokine-producing cells by incorporating the assignment of different weights to the magnitude (frequency of cytokine-positive cells) and the quality (the MFI) of the observed innate immune response. We refer to this model as generalized iMFI.
authors.affiliation: Terry Fox Laboratory, British Columbia Cancer Agency, Vancouver, BC, Canada.
authors.forename: Parisa
authors.initials: P
authors.lastname: Shooshtari
authors.forename: Edgardo S
authors.initials: ES
authors.lastname: Fortuno
authors.forename: Darren
authors.initials: D
authors.lastname: Blimkie
authors.forename: Miao
authors.initials: M
authors.lastname: Yu
authors.forename: Arvind
authors.initials: A
authors.lastname: Gupta
authors.forename: Tobias R
authors.initials: TR
authors.lastname: Kollmann
authors.forename: Ryan R
authors.initials: RR
authors.lastname: Brinkman
mesh_terms: D000328:Adult; D000938:Antigen-Presenting Cells / Q000276:immunology; D016207:Cytokines / Q000032:analysis* / Q000378:metabolism; D005260:Female; D005434:Flow Cytometry / Q000379:methods*; D005453:Fluorescence; D006801:Humans; D007113:Immunity, Innate; D008297:Male; D018448:Models, Immunological; D013194:Staining and Labeling / Q000379:methods*; D013223:Statistics as Topic; D051193:Toll-Like Receptors / Q000819:agonists
chemical_list: D016207:Cytokines; D051193:Toll-Like Receptors