Assessing immune function by profiling cytokine release from stimulated blood leukocytes and the risk of infection in rheumatoid arthritis.

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Assessing immune function by profiling cytokine release from stimulated blood leukocytes and the risk of infection in rheumatoid arthritis.

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

Journal		Clin Immunol.
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		2011
Volume		141
Page Numbers		67-72
Application		Cytokines and Chemokines

Abstract

Persons with rheumatoid arthritis (RA) suffer a high burden of infections, but currently no biomarkers are available to identify individuals at greatest risk. A prospective longitudinal study was therefore conducted to determine the association between the responsiveness of ex vivo cytokine production and 6-month risk of infections. Infections were identified by billing codes and validated by medical record review. At baseline, the release of 17 cytokines by peripheral blood mononuclear cells in response to stimulation, or media alone, was measured using multiplexed cytokine analysis. Production of IL-2, IL-8, IL-10, IL-17α, TNF-α, IFN-γ, and GM-CSF, induced by various conditions, was significantly associated with the occurrence of infections. A multivariable prediction model based on these data provided new information on the risk of infection beyond standard assessments of disease activity, severity, and treatment. Future studies could utilize this information to devise new biomarkers for the prediction of infection in patients with RA.

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U-PLEX Immuno-Oncology Group 1 (human) 131-Plex APRIL/TNFSF13, BAFF-R/TNFRSF13C, BCMA/TNFRSF17, CD20, CD27, CD28, CD40L (soluble), CD276/B7-H3, C-Peptide, CTACK, CTLA-4, ENA-78, Eotaxin, Eotaxin-2, Eotaxin-3, EPO, E-Selectin, FGF (basic), FGF-23, FLT3L, Fractalkine, FSH, Galectin-9, G-CSF, Ghrelin (active), GIP (active), GIP (inactive), GITR/TNFRSF18, GITRL/TNFSF18, GLP-1 (active), GLP-1 (inactive), GM-CSF, gp130 (soluble), Granzyme A, Granzyme B, GRO-α, HAVCR2/TIM-3, HVEM/TNFRSF14, I-309, ICOS, ICOS-L/B7-H2, 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, I-TAC, LAG3, Leptin, LIGHT/TNFSF14, Luteinizing Hormone (LH), MCP-1, MCP-2, MCP-4, M-CSF, MDC, MIF, MIG, MIP-1α, MIP-1β, MIP-5, MMP-1, MMP-2, MMP-7, MMP-9 (total), Nectin-4, OX40/TNFRSF4, PD1 (epitope 1), PD1 (epitope 2), PD-L1 (epitope 1), PD-L1 (epitope 2), PD-L2, Pentraxin 3, Perforin, PlGF, PP, Proinsulin, proMMP-9, P-Selectin, PYY (total), RAGE (soluble), RANKL/TNFSF11, RANTES, S100A12, 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 CAR-T Cell Combo 2 (human) GM-CSF, Granzyme A, Granzyme B, IFN-γ, IL-2, Perforin, 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 Custom Biomarker Group 1 (mouse) 384-well Assays Mouse Multiplex
U-PLEX Custom Metabolic Group 1 (mouse) 384-well Assays Mouse Multiplex
U-PLEX Biomarker Group 1 (NHP) 384-well Assays Non-human primate Multiplex
U-PLEX Mouse IL-13 384-Well Assay IL-13 \| Mouse Singleplex
U-PLEX Mouse IL-10 384-Well Assay IL-10 \| Mouse Singleplex
U-PLEX Mouse IL-6 384-Well Assay IL-6 \| Mouse Singleplex
U-PLEX Mouse IL-5 384-Well Assay IL-5 \| Mouse Singleplex
U-PLEX Mouse IL-4 384-Well Assay IL-4 \| Mouse Singleplex
U-PLEX Mouse IL-2 384-Well Assay IL-2 \| Mouse Singleplex
U-PLEX Mouse GM-CSF 384-Well Assay GM-CSF \| Mouse Singleplex
U-PLEX Mouse MCP-1 384-Well Assay MCP-1 \| Mouse Singleplex
U-PLEX NHP IL-8 384-Well Assay IL-8 \| Non-human primate Singleplex
U-PLEX NHP IL-7 384-Well Assay IL-7 \| Non-human primate Singleplex
U-PLEX NHP IL-6 384-Well Assay IL-6 \| Non-human primate Singleplex
U-PLEX NHP IL-5 384-Well Assay IL-5 \| Non-human primate Singleplex
U-PLEX NHP IL-4 384-Well Assay IL-4 \| Non-human primate Singleplex
U-PLEX NHP IL-2 384-Well Assay IL-2 \| Non-human primate Singleplex
U-PLEX NHP GM-CSF 384-Well Assay GM-CSF \| Non-human primate Singleplex
U-PLEX NHP G-CSF 384-Well Assay G-CSF \| Non-human primate Singleplex
U-PLEX NHP MCP-1 384-Well Assay MCP-1 \| Non-human primate Singleplex
U-PLEX NHP IL-13 384-Well Assay IL-13 \| Non-human primate Singleplex
U-PLEX NHP IL-10 384-Well Assay IL-10 \| Non-human primate Singleplex
R-PLEX Mouse IL-7 Assay IL-7 \| Mouse Singleplex
R-PLEX Mouse G-CSF Assay G-CSF \| Mouse Singleplex
R-PLEX Mouse IL-7 Antibody Set IL-7 \| Mouse
R-PLEX Mouse G-CSF Antibody Set G-CSF \| Mouse
U-PLEX Custom Metabolic Group 1 (human) 384-well 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 Biomarker Group 1 (human) 384-well Assays CTACK, ENA-78, Eotaxin, Eotaxin-2, Eotaxin-3, EPO, FLT3L, Fractalkine, G-CSF, GM-CSF, GRO-α, I-309, IFN-α2a, IFN-β, IL-1α, IL-1β, IL-1RA, IL-2, IL-2Rα, IL-3, IL-4, IL-6, IL-7, IL-9, IL-10, IL-12/IL-23p40, IL-12p70, IL-13, IL-15, 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 Human GM-CSF 384-Well Assay GM-CSF \| Human Singleplex
U-PLEX Human G-CSF 384-Well Assay G-CSF \| Human Singleplex
U-PLEX Human IL-13 384-Well Assay IL-13 \| Human Singleplex
U-PLEX Human IL-10 384-Well Assay IL-10 \| Human Singleplex
U-PLEX Human IL-8 384-Well Assay IL-8 \| Human Singleplex
U-PLEX Human IL-7 384-Well Assay IL-7 \| Human Singleplex
U-PLEX Human IL-6 384-Well Assay IL-6 \| Human Singleplex
U-PLEX Human IL-5 384-Well Assay IL-5 \| Human Singleplex
U-PLEX Human IL-4 384-Well Assay IL-4 \| Human Singleplex
U-PLEX Human IL-2 384-Well Assay IL-2 \| Human Singleplex
U-PLEX Human MCP-1 384-Well Assay MCP-1 \| Human Singleplex
S-PLEX Proinflammatory Panel 1 (human) Kit IFN-γ, IL-1β, IL-2, IL-4, IL-6, IL-10, IL-12p70, IL-17A, TNF-α \| Human Multiplex
U-PLEX Macrophage M2 Combo 1 (mouse) IL-4, IL-10, IL-13, MDC, TARC \| Mouse Multiplex
S-PLEX Human IL-13 Antibody Set IL-13 \| Human
S-PLEX Human IL-13 Kit IL-13 \| Human Singleplex
S-PLEX NHP IL-6 Kit IL-6 \| Non-human primate Singleplex
S-PLEX NHP G-CSF Kit G-CSF \| Non-human primate Singleplex
S-PLEX NHP IL-5 Kit IL-5 \| Non-human primate Singleplex
S-PLEX NHP IL-2 Kit IL-2 \| Non-human primate Singleplex
S-PLEX Human IL-10 Kit IL-10 \| Human Singleplex
S-PLEX Human IL-6 Kit IL-6 \| Human Singleplex
S-PLEX Human IL-4 Kit IL-4 \| Human Singleplex
S-PLEX Human GM-CSF Kit GM-CSF \| Human Singleplex
S-PLEX Human G-CSF Kit G-CSF \| Human Singleplex
S-PLEX Human IL-5 Kit IL-5 \| Human Singleplex
S-PLEX Human IL-2 Kit IL-2 \| Human Singleplex
U-PLEX Immuno-Oncology Group 1 (human) Assays APRIL/TNFSF13, BAFF-R/TNFRSF13C, BCMA/TNFRSF17, CD20, CD27, CD28, CD40L (soluble), CD276/B7-H3, CTACK, CTLA-4, ENA-78, Eotaxin, Eotaxin-2, Eotaxin-3, EPO, E-Selectin, FGF (basic), FLT3L, Fractalkine, Galectin-9, G-CSF, GITR/TNFRSF18, GITRL/TNFSF18, GM-CSF, gp130 (soluble), Granzyme A, Granzyme B, GRO-α, HAVCR2/TIM-3, HVEM/TNFRSF14, I-309, ICOS-L/B7-H2, 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-7, MMP-9 (total), Nectin-4, OX40/TNFRSF4, PD1 (epitope 1), PD1 (epitope 2), PD-L1 (epitope 1), PD-L1 (epitope 2), PD-L2, Pentraxin 3, Perforin, PlGF, proMMP-9, P-Selectin, RAGE (soluble), RANKL/TNFSF11, RANTES, S100A12, 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 Immuno-Oncology Group 1 (human) 107-Plex BAFF-R/TNFRSF13C, BCMA/TNFRSF17, CD20, CD27, CD28, CD40L (soluble), CD276/B7-H3, C-Peptide, CTACK, CTLA-4, ENA-78, Eotaxin, Eotaxin-2, Eotaxin-3, EPO, FGF (basic), FGF-23, FLT3L, Fractalkine, FSH, G-CSF, Ghrelin (active), GIP (active), GIP (inactive), GITR/TNFRSF18, GITRL/TNFSF18, GLP-1 (active), GLP-1 (inactive), GM-CSF, gp130 (soluble), Granzyme A, Granzyme B, GRO-α, HAVCR2/TIM-3, 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, I-TAC, LAG3, Leptin, Luteinizing Hormone (LH), MCP-1, MCP-2, MCP-4, M-CSF, MDC, MIF, MIP-1α, MIP-1β, MIP-5, OX40/TNFRSF4, PD1 (epitope 1), PD1 (epitope 2), PD-L1 (epitope 1), PD-L2, PlGF, PP, Proinsulin, PYY (total), RANKL/TNFSF11, SDF-1α, Tie-2, TIGIT, TLR1, TNF-α, TNF-β, TPO, TRAIL, TSLP, VEGF-A, VEGF-D, YKL-40 \| Human 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 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 CAR-T Cell Combo 1 (human) GM-CSF, Granzyme A, Granzyme B, IFN-γ, IL-2, TNF-α \| Human Multiplex
U-PLEX Biomarker Group 1 (mouse) 29-Plex IFN-γ, IL-1β, IL-2, IL-4, IL-5, IL-6, IL-9, IL-10, IL-12p70, 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, MIP-1α, MIP-2, MIP-3α, TNF-α \| Mouse 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 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
V-PLEX Plus Viral Panel 3 NHP Kit IFN-γ, IL-1β, IL-5, IL-6, IL-8, IL-10 \| Non-human primate Multiplex
V-PLEX Plus Viral Panel 3 Human Kit IFN-γ, IL-1β, IL-4, IL-5, IL-6, IL-8, IL-10, IL-12p70, TNF-α \| Human Multiplex
V-PLEX Viral Panel 3 Human Kit IFN-γ, IL-1β, IL-4, IL-5, IL-6, IL-8, IL-10, IL-12p70, TNF-α \| Human Multiplex
V-PLEX Viral Panel 3 NHP Kit IFN-γ, IL-1β, IL-5, IL-6, IL-8, IL-10 \| Non-human primate Multiplex
V-PLEX Plus Viral Panel 1 Human Kit IL-1β, IL-6, IL-8, TNF-α \| Human Multiplex
V-PLEX Plus Viral Panel 1 NHP Kit IL-1β, IL-6, IL-8 \| Non-human primate Multiplex
V-PLEX Viral Panel 2 NHP Kit IFN-γ, IL-1β, IL-6, IL-8, IL-10 \| Non-human primate Multiplex
V-PLEX Viral Panel 2 Human Kit IFN-γ, IL-1β, IL-4, IL-6, IL-8, IL-10, TNF-α \| Human Multiplex
V-PLEX Viral Panel 1 NHP Kit IL-1β, IL-6, IL-8 \| Non-human primate Multiplex
V-PLEX Viral Panel 1 Human Kit IL-1β, IL-6, IL-8, TNF-α \| Human Multiplex
V-PLEX Plus Viral Panel 2 NHP Kit IFN-γ, IL-1β, IL-6, IL-8, IL-10 \| Non-human primate Multiplex
V-PLEX Plus Viral Panel 2 Human Kit IFN-γ, IL-1β, IL-4, IL-6, IL-8, IL-10, TNF-α \| Human Multiplex
U-PLEX Mouse IL-13 Assay IL-13 \| Mouse Singleplex
U-PLEX Mouse IL-10 Assay IL-10 \| Mouse Singleplex
U-PLEX Mouse IL-6 Assay IL-6 \| Mouse Singleplex
U-PLEX Mouse IL-5 Assay IL-5 \| Mouse Singleplex
U-PLEX Mouse IL-4 Assay IL-4 \| Mouse Singleplex
U-PLEX Mouse IL-2 Assay IL-2 \| Mouse Singleplex
U-PLEX Mouse GM-CSF Assay GM-CSF \| Mouse Singleplex
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Assessing immune function by profiling cytokine release from stimulated blood leukocytes and the risk of infection in rheumatoid arthritis.

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