Correlation Analysis of Intracellular and Secreted Cytokines via the Generalized Integrated Mean Fluorescence Intensity

被引:49
作者
Shooshtari, Parisa [1 ,2 ]
Fortuno, Edgardo S., III [3 ]
Blimkie, Darren [3 ]
Yu, Miao [1 ]
Gupta, Arvind [2 ]
Kollmann, Tobias R. [3 ]
Brinkman, Ryan R. [1 ,4 ]
机构
[1] British Columbia Canc Agcy, Terry Fox Lab, Vancouver, BC V5Z 1L3, Canada
[2] Univ British Columbia, Dept Comp Sci, Vancouver, BC V6T 1W5, Canada
[3] Univ British Columbia, Child & Family Res Inst, Dept Pediat, Vancouver, BC V6T 1W5, Canada
[4] Univ British Columbia, Dept Med Genet, Vancouver, BC V6T 1W5, Canada
关键词
GiMFI; correlation analysis; functional response; culture supernatant; cytokine; flow cytometry; antigen-presenting cells; integrated mean fluorescent intensity; CELLS;
D O I
10.1002/cyto.a.20943
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
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 (CM() 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. (C) 2010 International Society for Advancement of Cytometry
引用
收藏
页码:873 / 880
页数:8
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