Analysis of complex biomarkers for human immune-mediated disorders based on cytokine responsiveness of peripheral blood cells.

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Analysis of complex biomarkers for human immune-mediated disorders based on cytokine responsiveness of peripheral blood cells.

Davis, J.M. 3rd, Knutson, K.L., Strausbauch, M.A., Crowson, C.S., Therneau, T.M., Wettstein, P.J., Matteson, E.L., Gabriel, S.E.

Journal		J Immunol Methods
Species
Analytes Measured		G-CSF , GM-CSF , IL-10 , IL-12 Total , IL-13 , IL-2 , IL-4 , IL-5 , IL-6 , IL-7 , IL-8 , MCP-1
Matrix Tested		Peripheral blood mononuclear cell (PBMC) culture supernatants

Year		2010
Volume		184
Page Numbers		7297-7304
Application		Cytokines and Chemokines

Abstract

The advent of improved biomarkers promises to enhance the clinical care for patients with rheumatoid arthritis (RA) and other immune-mediated disorders. We have developed an innovative approach to broadly assess the cytokine responsiveness of human PBMCs using a multistimulant panel and multiplexed immunoassays. The objective of this study was to demonstrate this concept by determining whether cytokine profiles could discriminate RA patients according to disease stage (early versus late) or severity. A 10-cytokine profile, consisting of IL-12, CCL4, TNF-alpha, IL-4, and IL-10 release in response to stimulation with anti-CD3/anti-CD28, CXCL8 and IL-6 in response to CMV and EBV lysate, and IL-17A, GM-CSF, and CCL2 in response to human heat shock protein 60, easily discriminated the early RA group from controls. These data were used to create an immune response score, which performed well in distinguishing the early RA patients from controls and also correlated with several markers of disease severity among the patients with late RA. In contrast, the same 10-cytokine profile assessed in serum was far less effective in discriminating the groups. Thus, our approach lays the foundation for the development of immunologic "signatures" that could be useful in predicting disease course and monitoring the outcomes of therapy among patients with immune-mediated diseases.

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V-PLEX Plus Human IL-7 Kit IL-7 \| Human Singleplex		NEW
V-PLEX Plus Human IL-6 Kit IL-6 \| Human Singleplex		NEW
V-PLEX Plus Cytokine Panel 1 NHP Kit GM-CSF, IL-5, IL-7, IL-12/IL-23p40, IL-15, IL-16, IL-17A, TNF-β, VEGF-A \| Non-human primate Multiplex		NEW
V-PLEX Plus Cytokine Panel 1 Human Kit GM-CSF, IL-1α, IL-5, IL-7, IL-12/IL-23p40, IL-15, IL-16, IL-17A, TNF-β, VEGF-A \| Human Multiplex		NEW
V-PLEX NHP IL-7 Kit IL-7 \| Non-human primate Singleplex		NEW
V-PLEX Human IL-7 Kit IL-7 \| Human Singleplex		NEW
V-PLEX Human IL-6 Kit IL-6 \| Human Singleplex		NEW
V-PLEX Plus Human MCP-1 Gen. B Kit MCP-1 \| Human Singleplex		NEW
V-PLEX Human MCP-1 Gen. B Kit MCP-1 \| Human Singleplex		NEW
V-PLEX NHP IL-6 Kit IL-6 \| Non-human primate Singleplex		NEW
V-PLEX Plus Human Proinflam. Panel I (4-Plex) IFN-γ, IL-1β, IL-6, TNF-α \| Human Multiplex		NEW
V-PLEX Plus Viral Panel 2 NHP Kit IFN-γ, IL-1β, IL-6, IL-8, IL-10 \| Non-human primate Multiplex		NEW
V-PLEX Plus Viral Panel 2 Human Kit IFN-γ, IL-1β, IL-4, IL-6, IL-8, IL-10, TNF-α \| Human Multiplex		NEW
V-PLEX Plus Viral Panel 1 NHP Kit IL-1β, IL-6, IL-8 \| Non-human primate Multiplex		NEW
V-PLEX Plus Viral Panel 1 Human Kit IL-1β, IL-6, IL-8, TNF-α \| Human Multiplex		NEW
V-PLEX Plus Proinflammatory Panel 1 Human Kit IFN-γ, IL-1β, IL-2, IL-4, IL-6, IL-8, IL-10, IL-12p70, IL-13, TNF-α \| Human Multiplex		NEW
V-PLEX Plus Proinflammatory Panel 1 NHP Kit IFN-γ, IL-1β, IL-2, IL-6, IL-8, IL-10 \| Non-human primate Multiplex		NEW
V-PLEX Plus NHP IL-10 Kit IL-10 \| Non-human primate Singleplex		NEW
V-PLEX Plus Human IL-13 Kit IL-13 \| Human Singleplex		NEW
V-PLEX Plus Human IL-10 Kit IL-10 \| Human Singleplex		NEW
V-PLEX Plus Human IL-4 Kit IL-4 \| Human Singleplex		NEW
V-PLEX NHP IL-10 Kit IL-10 \| Non-human primate Singleplex		NEW
V-PLEX Human IL-13 Kit IL-13 \| Human Singleplex		NEW
V-PLEX Human IL-10 Kit IL-10 \| Human Singleplex		NEW
V-PLEX Human IL-4 Kit IL-4 \| Human Singleplex		NEW
V-PLEX Plus Human Proinflam. Panel II (4-Plex) IL-1β, IL-6, IL-8, TNF-α \| Human Multiplex		NEW
V-PLEX Cytokine Panel 1 Human Kit GM-CSF, IL-1α, IL-5, IL-7, IL-12/IL-23p40, IL-15, IL-16, IL-17A, TNF-β, VEGF-A \| Human Multiplex		NEW
V-PLEX Viral Panel 2 NHP Kit IFN-γ, IL-1β, IL-6, IL-8, IL-10 \| Non-human primate Multiplex		NEW
V-PLEX Viral Panel 2 Human Kit IFN-γ, IL-1β, IL-4, IL-6, IL-8, IL-10, TNF-α \| Human Multiplex		NEW
V-PLEX Viral Panel 1 NHP Kit IL-1β, IL-6, IL-8 \| Non-human primate Multiplex		NEW
V-PLEX Viral Panel 1 Human Kit IL-1β, IL-6, IL-8, TNF-α \| Human Multiplex		NEW
V-PLEX Chemokine Panel 1 (human) Gen. B Kit Eotaxin, Eotaxin-3, IP-10, MCP-1, MCP-4, MDC, MIP-1α, MIP-1β, TARC \| Human Multiplex		NEW
V-PLEX Proinflammatory Panel 1 NHP Kit IFN-γ, IL-1β, IL-2, IL-6, IL-8, IL-10 \| Non-human primate Multiplex		NEW
V-PLEX Human Proinflammatory Panel II (4-Plex) IL-1β, IL-6, IL-8, TNF-α \| Human Multiplex		NEW
V-PLEX Human Proinflammatory Panel I (4-Plex) IFN-γ, IL-1β, IL-6, TNF-α \| Human Multiplex		NEW
V-PLEX Cytokine Panel 1 NHP Kit GM-CSF, IL-5, IL-7, IL-12/IL-23p40, IL-15, IL-16, IL-17A, TNF-β, VEGF-A \| Non-human primate Multiplex		NEW
V-PLEX Proinflammatory Panel 1 Human Kit IFN-γ, IL-1β, IL-2, IL-4, IL-6, IL-8, IL-10, IL-12p70, IL-13, TNF-α \| Human Multiplex		NEW
R-PLEX Rabbit IL-6 Antibody Set IL-6 \| Rabbit		NEW
R-PLEX Rabbit IL-6 Assay IL-6 \| Rabbit Singleplex		NEW
U-PLEX Biomarker Group 1 (NHP) Assays CTACK, ENA-78, Eotaxin, Eotaxin-2, Eotaxin-3, FLT3L, Fractalkine, G-CSF, GM-CSF, GRO-α, I-309, IFN-α2a, IFN-γ, IL-1α, IL-1β, IL-1RA, IL-2, IL-4, IL-5, IL-6, IL-7, IL-8, IL-9, IL-10, IL-12/IL-23p40, IL-12p70, IL-13, IL-15, IL-16, IL-17A, IL-17A/F, IL-17B, IL-17C, IL-17D, IL-17F, IL-18, IL-22, IL-23, IP-10, I-TAC, MCP-1, MCP-2, MCP-4, M-CSF, MDC, MIF, MIP-1α, MIP-1β, MIP-3α, MIP-3β, MIP-5, SDF-1α, TARC, TNF-α, TNF-β, TPO, TRAIL, VEGF-A, YKL-40 \| Non-human primate Multiplex
U-PLEX Custom Biomarker Group 1 (human) Assays CTACK, ENA-78, Eotaxin, Eotaxin-2, Eotaxin-3, EPO, FLT3L, Fractalkine, G-CSF, GM-CSF, GRO-α, I-309, IFN-α2a, IFN-β, IFN-γ, IL-1α, IL-1β, IL-1RA, IL-2, IL-2Rα, IL-3, IL-4, IL-5, IL-6, IL-7, IL-8, IL-9, IL-10, IL-12/IL-23p40, IL-12p70, IL-13, IL-15, IL-16, IL-17A, IL-17A/F, IL-17B, IL-17C, IL-17D, IL-17E/IL-25, IL-17F, IL-18, IL-21, IL-22, IL-23, IL-27, IL-29/IFN-λ1, IL-31, IL-33, IP-10, I-TAC, MCP-1, MCP-2, MCP-3, MCP-4, M-CSF, MDC, MIF, MIP-1α, MIP-1β, MIP-3α, MIP-3β, MIP-5, SDF-1α, TARC, TNF-α, TNF-β, TPO, TRAIL, TSLP, VEGF-A, YKL-40 \| Human Multiplex
U-PLEX Custom Biomarker Group 1 (mouse) Assays 6CKine/CCL21, BAFF, BCA-1/BLC, CD40/TNFRSF5, Eotaxin, EPO, GM-CSF, IFN-α, IFN-β, IFN-γ, IL-1β, IL-2, IL-4, IL-5, IL-6, IL-9, IL-10, IL-12/IL-23p40, IL-12p70, IL-13, IL-15, IL-16, IL-17A, IL-17A/F, IL-17C, IL-17E/IL-25, IL-17F, IL-21, IL-22, IL-23, IL-27p28/IL-30, IL-31, IL-33, IP-10, KC/GRO, MCP-1, MCP-5/CCL12, MDC, MIP-1α, MIP-1β, MIP-2, MIP-3α, MMP-9 (total), NGAL/LCN2, RANTES, SDF-1α, TARC, TNF-α, TNF-RI, VEGF-A \| Mouse Multiplex
U-PLEX Custom Metabolic Group 1 (human) Assays BAFF, BDNF, β-NGF, C-Peptide, CTACK, ENA-78, Eotaxin, Eotaxin-2, Eotaxin-3, EPO, FGF-21, FGF-23, FLT3L, Fractalkine, FSH, G-CSF, Ghrelin (active), Ghrelin (total), GIP (active), GIP (inactive), GIP (total), GLP-1 (active), GLP-1 (inactive), GLP-1 (total), Glucagon, GM-CSF, GRO-α, I-309, IFN-α2a, IFN-β, IFN-γ, IL-1α, IL-1β, IL-1RA, IL-2, IL-2Rα, IL-3, IL-4, IL-5, IL-6, IL-7, IL-8, IL-9, IL-10, IL-12/IL-23p40, IL-12p70, IL-13, IL-15, IL-16, IL-17A, IL-17A/F, IL-17C, IL-17D, IL-17E/IL-25, IL-17F, IL-18, IL-21, IL-22, IL-23, IL-27, IL-29/IFN-λ1, IL-31, IL-33, Insulin, IP-10, Leptin, Luteinizing Hormone (LH), MCP-1, MCP-2, MCP-4, M-CSF, MDC, MIF, MIP-1α, MIP-5, PP, Proinsulin, PYY (total), SDF-1α, TARC, TNF-α, TNF-β, TPO, TRAIL, TSLP, VEGF-A, YKL-40 \| Human Multiplex
U-PLEX Custom Metabolic Group 1 (mouse) Assays BAFF, BCA-1/BLC, BDNF, CD40/TNFRSF5, C-Peptide, Eotaxin, EPO, FGF-21, Ghrelin (active), Ghrelin (total), GLP-1 (active), GLP-1 (inactive), GLP-1 (total), Glucagon, GM-CSF, IFN-α, IFN-β, IFN-γ, IL-1β, IL-2, IL-4, IL-5, IL-6, IL-9, IL-10, IL-12/IL-23p40, IL-12p70, IL-13, IL-15, IL-16, IL-17A, IL-17A/F, IL-17C, IL-17E/IL-25, IL-17F, IL-21, IL-22, IL-23, IL-27p28/IL-30, IL-31, IL-33, Insulin, IP-10, KC/GRO, Leptin, MCP-1, MCP-5/CCL12, MDC, MIP-1α, MIP-1β, MIP-2, MIP-3α, MMP-9 (total), PYY (total), RANTES, TARC, TNF-α, VEGF-A \| Mouse Multiplex
U-PLEX Custom Immuno-Oncology Group 1 (human) Assays 4-1BBL/TNFSF9, APRIL/TNFSF13, BAFF-R/TNFRSF13C, BCMA/TNFRSF17, BTLA, CD20, CD27, CD28, CD40/TNFRSF5, CD40L (soluble), CD80/B7-1, CD276/B7-H3, CTACK, CTLA-4, E-Cadherin, ENA-78, Eotaxin, Eotaxin-2, Eotaxin-3, EPO, E-Selectin, Fas (soluble), FasL, FGF (basic), FLT3L, Fractalkine, Galectin-9, G-CSF, GITR/TNFRSF18, GITRL/TNFSF18, GM-CSF, gp130 (soluble), Granzyme A, Granzyme B, GRO-α, HAVCR1/KIM-1, HAVCR2/TIM-3, HVEM/TNFRSF14, I-309, ICOS, ICOS-L/B7-H2, IDO-1, IFN-α2a, IFN-β, IFN-γ, IL-1α, IL-1β, IL-1RA, IL-2, IL-2Rα, IL-3, IL-4, IL-5, IL-6, IL-7, IL-8, IL-9, IL-10, IL-12/IL-23p40, IL-12p70, IL-13, IL-15, IL-16, IL-17A, IL-17A/F, IL-17C, IL-17D, IL-17E/IL-25, IL-17F, IL-18, IL-21, IL-22, IL-23, IL-27, IL-29/IFN-λ1, IL-31, IL-33, IP-10, I-TAC, LAG3, LIGHT/TNFSF14, MCP-1, MCP-2, MCP-4, M-CSF, MDC, MIF, MIG, MIP-1α, MIP-1β, MIP-5, MMP-1, MMP-2, MMP-7, MMP-8 (total), MMP-9 (total), MMP-10 (total), Nectin-4, OX40/TNFRSF4, PD1 (epitope 1), PD1 (epitope 2), PDGF-B, PD-L1 (epitope 1), PD-L1 (epitope 2), PD-L2, Pentraxin 3, Perforin, PlGF, proMMP-8, proMMP-9, proMMP-10, P-Selectin, RAGE (soluble), RANKL/TNFSF11, RANTES, S100A12, TACI/TNFRSF13B, Tie-2, TIGIT, TLR1, TNF-α, TNF-β, TNF-RI, TNF-RII, TPO, TRAIL, TSLP, VEGF-A, VEGF-D, VEGFR-1/Flt-1, YKL-40 \| Human Multiplex
U-PLEX Alzheimer's Disease Combo 1 (human) Eotaxin, IL-1α, IL-12/IL-23p40, IL-16, IL-17A, MCP-1, MDC, MIF, SDF-1α, YKL-40 \| Human Multiplex
U-PLEX Multiple Sclerosis Combo 1 (human) CTACK, Fractalkine, GRO-α, IL-7, IL-12/IL-23p40, IP-10, MCP-1, MIP-1β, MIP-3α \| Human Multiplex
U-PLEX TBI Combo 1 (human) CD40L (soluble), Fractalkine, IFN-γ, IL-1β, IL-6, IL-18, MCP-1, RANKL/TNFSF11, TNF-α, VEGF-D \| Human Multiplex
U-PLEX Chemokine Combo (mouse) IP-10, KC/GRO, MCP-1, MIP-1α, MIP-1β, MIP-2, MIP-3α \| Mouse Multiplex
U-PLEX Chemokine Combo 1 (human) Eotaxin, Eotaxin-2, Eotaxin-3, IL-8, IP-10, MCP-1, MCP-2, MCP-3, MCP-4, MDC, MIP-1α, MIP-1β, TARC \| Human Multiplex		NEW
U-PLEX Chemokine Combo 1 (mouse) IP-10, KC/GRO, MCP-1, MDC, MIP-1α, MIP-1β, MIP-2, MIP-3α \| Mouse Multiplex
U-PLEX Chemokine Combo 1 (NHP) Eotaxin, Eotaxin-3, IL-8, IP-10, MCP-1, MCP-4, MDC, MIP-1α, MIP-1β, TARC \| Non-human primate Multiplex		NEW
U-PLEX Cytokine Combo 1 (human) GM-CSF, IL-1α, IL-5, IL-7, IL-12/IL-23p40, IL-15, IL-16, IL-17A, TNF-β, VEGF-A \| Human Multiplex		NEW
U-PLEX Cytokine Combo 1 (NHP) GM-CSF, IL-1α, IL-5, IL-7, IL-12/IL-23p40, IL-15, IL-16, IL-17A, TNF-β, VEGF-A \| Non-human primate Multiplex		NEW
U-PLEX Macrophage M1 Combo 1 (human) IL-1β, IL-6, IL-12p70, IL-18, IL-23, IP-10, MCP-1, MIP-1α, TNF-α \| Human Multiplex
U-PLEX Macrophage M1 Combo 1 (mouse) IL-1β, IL-6, IL-12p70, IL-15, IL-23, IP-10, MCP-1, MIP-1α, TNF-α \| Mouse Multiplex
U-PLEX Macrophage M2 Combo 1 (human) Eotaxin-2, IL-4, IL-10, IL-13, M-CSF, MDC, TARC \| Human Multiplex
U-PLEX Macrophage M2 Combo 1 (mouse) IL-4, IL-10, IL-13, MDC, TARC \| Mouse Multiplex
U-PLEX Proinflam Combo 1 (human) IFN-γ, IL-1β, IL-2, IL-4, IL-6, IL-8, IL-10, IL-12p70, IL-13, TNF-α \| Human Multiplex		NEW
U-PLEX Proinflam Combo 1 (mouse) IFN-γ, IL-1β, IL-2, IL-6, IL-10, IL-12p70, IL-17A, IP-10, MCP-1, TNF-α \| Mouse Multiplex
U-PLEX Proinflam Combo 1 (NHP) IFN-γ, IL-1β, IL-2, IL-4, IL-6, IL-8, IL-10, IL-12/IL-23p40, TNF-α \| Non-human primate Multiplex		NEW
U-PLEX Proinflam Combo 2 (human) GM-CSF, IFN-γ, IL-1β, IL-2, IL-4, IL-6, IL-8, IL-10, IL-12p70 \| Human Multiplex		NEW
U-PLEX Proinflam Combo 3 (human) IFN-γ, IL-1β, IL-6, TNF-α \| Human Multiplex		NEW
U-PLEX Proinflam Combo 4 (human) IL-1β, IL-6, IL-8, TNF-α \| Human Multiplex		NEW
U-PLEX T-Cell Combo (human) GM-CSF, IFN-γ, IL-2, IL-4, IL-9, IL-10, IL-13, IL-17A, IL-17E/IL-25, IL-17F, IL-21, IL-22, MIP-3α, TNF-α \| Human Multiplex
U-PLEX T-Cell Combo (mouse) GM-CSF, IFN-γ, IL-2, IL-4, IL-9, IL-10, IL-13, IL-17A, IL-17E/IL-25, IL-17F, IL-21, IL-22, MIP-3α, TNF-α \| Mouse Multiplex
U-PLEX T-Cell Combo (NHP) GM-CSF, IFN-γ, IL-2, IL-4, IL-9, IL-10, IL-13, IL-17A, IL-17F, IL-22, MIP-3α, TNF-α \| Non-human primate Multiplex
U-PLEX TH1/TH2 Combo (human) IFN-γ, IL-1β, IL-2, IL-4, IL-5, IL-8, IL-10, IL-12p70, IL-13, TNF-α \| Human Multiplex		NEW
U-PLEX TH1/TH2 Combo (mouse) IFN-γ, IL-1β, IL-2, IL-4, IL-5, IL-10, IL-12p70, IL-13, KC/GRO, TNF-α \| Mouse Multiplex		NEW
U-PLEX TH1/TH2 Combo (NHP) IFN-γ, IL-1β, IL-2, IL-4, IL-5, IL-8, IL-10, IL-12p70, TNF-α \| Non-human primate Multiplex
U-PLEX TH17 Combo 1 (NHP) IFN-γ, IL-1β, IL-2, IL-4, IL-5, IL-6, IL-10, IL-17A, TNF-α \| Non-human primate Multiplex
U-PLEX TH17 Combo 2 (human) IFN-γ, IL-1β, IL-6, IL-10, IL-17A, IL-17E/IL-25, IL-17F, IL-21, IL-22, TNF-α \| Human Multiplex
U-PLEX TH17 Combo 2 (mouse) IFN-γ, IL-1β, IL-6, IL-17A, IL-17C, IL-17E/IL-25, IL-17F, IL-21, IL-22, TNF-α \| Mouse Multiplex
U-PLEX Viral Combo 1 (human) G-CSF, GM-CSF, IFN-α2a, IFN-β, IFN-γ, IL-1β, IL-1RA, IL-4, IL-5, IL-6, IL-7, IL-8, IL-9, IL-10, IL-12p70, IP-10, MCP-1, MIP-1α, TNF-α, VEGF-A \| Human Multiplex
U-PLEX Viral Combo 1 (NHP) G-CSF, GM-CSF, IFN-α2a, IFN-γ, IL-1β, IL-1RA, IL-4, IL-5, IL-6, IL-7, IL-8, IL-9, IL-10, IL-12p70, IP-10, MCP-1, MIP-1α, TNF-α, VEGF-A \| Non-human primate Multiplex
U-PLEX Adipokine Combo 1 (human) BDNF, β-NGF, IL-1β, IL-6, IL-8, IL-10, Insulin, Leptin, MCP-1, TNF-α \| Human Multiplex
U-PLEX Adipokine Combo 1 (mouse) BDNF, IL-1β, IL-6, IL-10, Insulin, Leptin, MCP-1, TNF-α \| Mouse Multiplex
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Analysis of complex biomarkers for human immune-mediated disorders based on cytokine responsiveness of peripheral blood cells.

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