Skip to main content
Top
Published in: BMC Immunology 1/2009

Open Access 01-12-2009 | Research article

Prerequisites for cytokine measurements in clinical trials with multiplex immunoassays

Authors: Wilco de Jager, Katarzyna Bourcier, Ger T Rijkers, Berent J Prakken, Vicki Seyfert-Margolis

Published in: BMC Immunology | Issue 1/2009

Login to get access

Abstract

Background

Growing knowledge about cellular interactions in the immune system, including the central role of cytokine networks, has lead to new treatments using monoclonal antibodies that block specific components of the immune system. Systemic cytokine concentrations can serve as surrogate outcome parameters of these interventions to study inflammatory pathways operative in patients in vivo. This is now possible due to novel technologies such as multiplex immunoassays (MIA) that allows detection of multiple cytokines in a single sample. However, apparently trivial underappreciated processes, (sample handling and storage, interference of endogenous plasma proteins) can greatly impact the reliability and reproducibility of cytokine detection.
Therefore we set out to investigate several processes that might impact cytokine profiles such as blood collecting tubes, duration of storage, and number of freeze thawing cycles.

Results

Since under physiological conditions cytokine concentrations normally are low or undetectable we spiked cytokines in the various plasma and serum samples. Overall recoveries ranged between 80-120%. Long time storage showed cytokines are stable for a period up to 2 years of storage at -80°C. After 4 years several cytokines (IL-1α, IL-1β, IL-10, IL-15 and CXCL8) degraded up to 75% or less of baseline values. Furthermore we show that only 2 out of 15 cytokines remained stable after several freeze-thawing cycles. We also demonstrate implementation of an internal control for multiplex cytokine immunoassays.

Conclusion

All together we show parameters which are essential for measurement of cytokines in the context of clinical trials.
Appendix
Available only for authorised users
Literature
1.
go back to reference Chatenoud L: Immune therapies of autoimmune diseases: are we approaching a real cure?. Curr Opin Immunol. 2006, 18: 710-717. 10.1016/j.coi.2006.09.004.CrossRefPubMed Chatenoud L: Immune therapies of autoimmune diseases: are we approaching a real cure?. Curr Opin Immunol. 2006, 18: 710-717. 10.1016/j.coi.2006.09.004.CrossRefPubMed
2.
go back to reference Holgate ST, Polosa R: The mechanisms, diagnosis, and management of severe asthma in adults. Lancet. 2006, 368: 780-793. 10.1016/S0140-6736(06)69288-X.CrossRefPubMed Holgate ST, Polosa R: The mechanisms, diagnosis, and management of severe asthma in adults. Lancet. 2006, 368: 780-793. 10.1016/S0140-6736(06)69288-X.CrossRefPubMed
3.
go back to reference Pascual M, Theruvath T, Kawai T, Tolkoff-Rubin N, Cosimi AB: Strategies to improve long-term outcomes after renal transplantation. N Engl J Med. 2002, 346: 580-590. 10.1056/NEJMra011295.CrossRefPubMed Pascual M, Theruvath T, Kawai T, Tolkoff-Rubin N, Cosimi AB: Strategies to improve long-term outcomes after renal transplantation. N Engl J Med. 2002, 346: 580-590. 10.1056/NEJMra011295.CrossRefPubMed
4.
go back to reference Magliocca JF, Knechtle SJ: The evolving role of alemtuzumab (Campath-1H) for immunosuppressive therapy in organ transplantation. Transpl Int. 2006, 19: 705-714. 10.1111/j.1432-2277.2006.00343.x.CrossRefPubMed Magliocca JF, Knechtle SJ: The evolving role of alemtuzumab (Campath-1H) for immunosuppressive therapy in organ transplantation. Transpl Int. 2006, 19: 705-714. 10.1111/j.1432-2277.2006.00343.x.CrossRefPubMed
5.
go back to reference Morris PJ, Russell NK: Alemtuzumab (Campath-1H): a systematic review in organ transplantation. Transplantation. 2006, 81: 1361-1367. 10.1097/01.tp.0000219235.97036.9c.CrossRefPubMed Morris PJ, Russell NK: Alemtuzumab (Campath-1H): a systematic review in organ transplantation. Transplantation. 2006, 81: 1361-1367. 10.1097/01.tp.0000219235.97036.9c.CrossRefPubMed
6.
go back to reference Chatenoud L, Bluestone JA: CD3-specific antibodies: a portal to the treatment of autoimmunity. Nat Rev Immunol. 2007, 7: 622-632. 10.1038/nri2134.CrossRefPubMed Chatenoud L, Bluestone JA: CD3-specific antibodies: a portal to the treatment of autoimmunity. Nat Rev Immunol. 2007, 7: 622-632. 10.1038/nri2134.CrossRefPubMed
9.
go back to reference O'Shea JJ, Ma A, Lipsky P: Cytokines and autoimmunity. Nat Rev Immunol. 2002, 2: 37-45. 10.1038/nri702.CrossRefPubMed O'Shea JJ, Ma A, Lipsky P: Cytokines and autoimmunity. Nat Rev Immunol. 2002, 2: 37-45. 10.1038/nri702.CrossRefPubMed
10.
go back to reference Mosmann TR, Fong TA: Specific assays for cytokine production by T cells. J Immunol Methods. 1989, 116: 151-158. 10.1016/0022-1759(89)90198-1.CrossRefPubMed Mosmann TR, Fong TA: Specific assays for cytokine production by T cells. J Immunol Methods. 1989, 116: 151-158. 10.1016/0022-1759(89)90198-1.CrossRefPubMed
11.
go back to reference de Jager W, Rijkers GT: Solid-phase and bead-based cytokine immunoassay: a comparison. Methods. 2006, 38: 294-303. 10.1016/j.ymeth.2005.11.008.CrossRefPubMed de Jager W, Rijkers GT: Solid-phase and bead-based cytokine immunoassay: a comparison. Methods. 2006, 38: 294-303. 10.1016/j.ymeth.2005.11.008.CrossRefPubMed
12.
go back to reference Fulton RJ, McDade RL, Smith PL, Kienker LJ, Kettman JR: Advanced multiplexed analysis with the FlowMetrix system. Clin Chem. 1997, 43: 1749-1756.PubMed Fulton RJ, McDade RL, Smith PL, Kienker LJ, Kettman JR: Advanced multiplexed analysis with the FlowMetrix system. Clin Chem. 1997, 43: 1749-1756.PubMed
14.
go back to reference de Jager W, Prakken BJ, Bijlsma JW, Kuis W, Rijkers GT: Improved multiplex immunoassay performance in human plasma and synovial fluid following removal of interfering heterophilic antibodies. J Immunol Methods. 2005, 300: 124-135. 10.1016/j.jim.2005.03.009.CrossRefPubMed de Jager W, Prakken BJ, Bijlsma JW, Kuis W, Rijkers GT: Improved multiplex immunoassay performance in human plasma and synovial fluid following removal of interfering heterophilic antibodies. J Immunol Methods. 2005, 300: 124-135. 10.1016/j.jim.2005.03.009.CrossRefPubMed
15.
go back to reference de Jager W, Te Velthuis H, Prakken BJ, Kuis W, Rijkers GT: Simultaneous detection of 15 human cytokines in a single sample of stimulated peripheral blood mononuclear cells. Clin Diagn Lab Immunol. 2003, 10: 133-139.PubMedCentralPubMed de Jager W, Te Velthuis H, Prakken BJ, Kuis W, Rijkers GT: Simultaneous detection of 15 human cytokines in a single sample of stimulated peripheral blood mononuclear cells. Clin Diagn Lab Immunol. 2003, 10: 133-139.PubMedCentralPubMed
16.
go back to reference Kamphuis S, Kuis W, de Jager W, Teklenburg G, Massa M, Gordon G, et al.: Tolerogenic immune responses to novel T-cell epitopes from heat-shock protein 60 in juvenile idiopathic arthritis. Lancet. 2005, 366: 50-56. 10.1016/S0140-6736(05)66827-4.CrossRefPubMed Kamphuis S, Kuis W, de Jager W, Teklenburg G, Massa M, Gordon G, et al.: Tolerogenic immune responses to novel T-cell epitopes from heat-shock protein 60 in juvenile idiopathic arthritis. Lancet. 2005, 366: 50-56. 10.1016/S0140-6736(05)66827-4.CrossRefPubMed
17.
go back to reference de Jager W, Hoppenreijs EP, Wulffraat NM, Wedderburn LR, Kuis W, Prakken BJ: Blood and synovial fluid cytokine signatures in patients with juvenile idiopathic arthritis: a cross-sectional study. Ann Rheum Dis. 2007, 66: 589-598. 10.1136/ard.2006.061853.PubMedCentralCrossRefPubMed de Jager W, Hoppenreijs EP, Wulffraat NM, Wedderburn LR, Kuis W, Prakken BJ: Blood and synovial fluid cytokine signatures in patients with juvenile idiopathic arthritis: a cross-sectional study. Ann Rheum Dis. 2007, 66: 589-598. 10.1136/ard.2006.061853.PubMedCentralCrossRefPubMed
18.
go back to reference Ham van den HJ, de JW, Bijlsma JW, Prakken BJ, de Boer RJ: Differential cytokine profiles in juvenile idiopathic arthritis subtypes revealed by cluster analysis. Rheumatology (Oxford). 2009, 48: 899-905. 10.1093/rheumatology/kep125.CrossRef Ham van den HJ, de JW, Bijlsma JW, Prakken BJ, de Boer RJ: Differential cytokine profiles in juvenile idiopathic arthritis subtypes revealed by cluster analysis. Rheumatology (Oxford). 2009, 48: 899-905. 10.1093/rheumatology/kep125.CrossRef
19.
go back to reference Skurkovich SV, Klinova EG, Eremkina EI, Levina NV: Immunosuppressive effect of an anti-interferon serum. Nature. 1974, 247: 551-552. 10.1038/247551a0.CrossRefPubMed Skurkovich SV, Klinova EG, Eremkina EI, Levina NV: Immunosuppressive effect of an anti-interferon serum. Nature. 1974, 247: 551-552. 10.1038/247551a0.CrossRefPubMed
20.
go back to reference Blanco P, Palucka AK, Gill M, Pascual V, Banchereau J: Induction of dendritic cell differentiation by IFN-alpha in systemic lupus erythematosus. Science. 2001, 294: 1540-1543. 10.1126/science.1064890.CrossRefPubMed Blanco P, Palucka AK, Gill M, Pascual V, Banchereau J: Induction of dendritic cell differentiation by IFN-alpha in systemic lupus erythematosus. Science. 2001, 294: 1540-1543. 10.1126/science.1064890.CrossRefPubMed
21.
go back to reference Shakoor N, Michalska M, Harris CA, Block JA: Drug-induced systemic lupus erythematosus associated with etanercept therapy. Lancet. 2002, 359: 579-580. 10.1016/S0140-6736(02)07714-0.CrossRefPubMed Shakoor N, Michalska M, Harris CA, Block JA: Drug-induced systemic lupus erythematosus associated with etanercept therapy. Lancet. 2002, 359: 579-580. 10.1016/S0140-6736(02)07714-0.CrossRefPubMed
22.
go back to reference Kellar KL, Kalwar RR, Dubois KA, Crouse D, Chafin WD, Kane BE: Multiplexed fluorescent bead-based immunoassays for quantitation of human cytokines in serum and culture supernatants. Cytometry. 2001, 45: 27-36. 10.1002/1097-0320(20010901)45:1<27::AID-CYTO1141>3.0.CO;2-I.CrossRefPubMed Kellar KL, Kalwar RR, Dubois KA, Crouse D, Chafin WD, Kane BE: Multiplexed fluorescent bead-based immunoassays for quantitation of human cytokines in serum and culture supernatants. Cytometry. 2001, 45: 27-36. 10.1002/1097-0320(20010901)45:1<27::AID-CYTO1141>3.0.CO;2-I.CrossRefPubMed
23.
go back to reference Vignali DA: Multiplexed particle-based flow cytometric assays. J Immunol Methods. 2000, 243: 243-255. 10.1016/S0022-1759(00)00238-6.CrossRefPubMed Vignali DA: Multiplexed particle-based flow cytometric assays. J Immunol Methods. 2000, 243: 243-255. 10.1016/S0022-1759(00)00238-6.CrossRefPubMed
24.
go back to reference Petrovsky N, McNair P, Harrison LC: Diurnal rhythms of pro-inflammatory cytokines: regulation by plasma cortisol and therapeutic implications. Cytokine. 1998, 10: 307-312. 10.1006/cyto.1997.0289.CrossRefPubMed Petrovsky N, McNair P, Harrison LC: Diurnal rhythms of pro-inflammatory cytokines: regulation by plasma cortisol and therapeutic implications. Cytokine. 1998, 10: 307-312. 10.1006/cyto.1997.0289.CrossRefPubMed
25.
go back to reference Petrovsky N, Harrison LC: The chronobiology of human cytokine production. Int Rev Immunol. 1998, 16: 635-649. 10.3109/08830189809043012.CrossRefPubMed Petrovsky N, Harrison LC: The chronobiology of human cytokine production. Int Rev Immunol. 1998, 16: 635-649. 10.3109/08830189809043012.CrossRefPubMed
26.
go back to reference Lissoni P, Rovelli F, Brivio F, Brivio O, Fumagalli L: Circadian secretions of IL-2, IL-12, IL-6 and IL-10 in relation to the light/dark rhythm of the pineal hormone melatonin in healthy humans. Nat Immun. 1998, 16: 1-5. 10.1159/000069464.CrossRefPubMed Lissoni P, Rovelli F, Brivio F, Brivio O, Fumagalli L: Circadian secretions of IL-2, IL-12, IL-6 and IL-10 in relation to the light/dark rhythm of the pineal hormone melatonin in healthy humans. Nat Immun. 1998, 16: 1-5. 10.1159/000069464.CrossRefPubMed
27.
go back to reference Arvidson NG, Gudbjornsson B, Elfman L, Ryden AC, Totterman TH, Hallgren R: Circadian rhythm of serum interleukin-6 in rheumatoid arthritis. Ann Rheum Dis. 1994, 53: 521-524. 10.1136/ard.53.8.521.PubMedCentralCrossRefPubMed Arvidson NG, Gudbjornsson B, Elfman L, Ryden AC, Totterman TH, Hallgren R: Circadian rhythm of serum interleukin-6 in rheumatoid arthritis. Ann Rheum Dis. 1994, 53: 521-524. 10.1136/ard.53.8.521.PubMedCentralCrossRefPubMed
29.
go back to reference Suzuki K, Nakaji S, Yamada M, Totsuka M, Sato K, Sugawara K: Systemic inflammatory response to exhaustive exercise. Cytokine kinetics. Exerc Immunol Rev. 2002, 8: 6-48.PubMed Suzuki K, Nakaji S, Yamada M, Totsuka M, Sato K, Sugawara K: Systemic inflammatory response to exhaustive exercise. Cytokine kinetics. Exerc Immunol Rev. 2002, 8: 6-48.PubMed
30.
go back to reference Woods JA, Vieira VJ, Keylock KT: Exercise, inflammation, and innate immunity. Neurol Clin. 2006, 24: 585-599. 10.1016/j.ncl.2006.03.008.CrossRefPubMed Woods JA, Vieira VJ, Keylock KT: Exercise, inflammation, and innate immunity. Neurol Clin. 2006, 24: 585-599. 10.1016/j.ncl.2006.03.008.CrossRefPubMed
31.
go back to reference Duvigneau JC, Hartl RT, Teinfalt M, Gemeiner M: Delay in processing porcine whole blood affects cytokine expression. J Immunol Methods. 2003, 272: 11-21. 10.1016/S0022-1759(02)00372-1.CrossRefPubMed Duvigneau JC, Hartl RT, Teinfalt M, Gemeiner M: Delay in processing porcine whole blood affects cytokine expression. J Immunol Methods. 2003, 272: 11-21. 10.1016/S0022-1759(02)00372-1.CrossRefPubMed
32.
go back to reference Stack G, Snyder EL: Cytokine generation in stored platelet concentrates. Transfusion. 1994, 34: 20-25. 10.1046/j.1537-2995.1994.34194098597.x.CrossRefPubMed Stack G, Snyder EL: Cytokine generation in stored platelet concentrates. Transfusion. 1994, 34: 20-25. 10.1046/j.1537-2995.1994.34194098597.x.CrossRefPubMed
33.
go back to reference Kim SH, Eisenstein M, Reznikov L, Fantuzzi G, Novick D, Rubinstein M, et al.: Structural requirements of six naturally occurring isoforms of the IL-18 binding protein to inhibit IL-18. Proc Natl Acad Sci USA. 2000, 97: 1190-1195. 10.1073/pnas.97.3.1190.PubMedCentralCrossRefPubMed Kim SH, Eisenstein M, Reznikov L, Fantuzzi G, Novick D, Rubinstein M, et al.: Structural requirements of six naturally occurring isoforms of the IL-18 binding protein to inhibit IL-18. Proc Natl Acad Sci USA. 2000, 97: 1190-1195. 10.1073/pnas.97.3.1190.PubMedCentralCrossRefPubMed
34.
go back to reference Svenson M, Hansen MB, Heegaard P, Abell K, Bendtzen K: Specific binding of interleukin 1 (IL-1) beta and IL-1 receptor antagonist (IL-1ra) to human serum. High-affinity binding of IL-1ra to soluble IL-1 receptor type I. Cytokine. 1993, 5: 427-435. 10.1016/1043-4666(93)90032-Z.CrossRefPubMed Svenson M, Hansen MB, Heegaard P, Abell K, Bendtzen K: Specific binding of interleukin 1 (IL-1) beta and IL-1 receptor antagonist (IL-1ra) to human serum. High-affinity binding of IL-1ra to soluble IL-1 receptor type I. Cytokine. 1993, 5: 427-435. 10.1016/1043-4666(93)90032-Z.CrossRefPubMed
35.
go back to reference Aziz N, Nishanian P, Mitsuyasu R, Detels R, Fahey JL: Variables that affect assays for plasma cytokines and soluble activation markers. Clin Diagn Lab Immunol. 1999, 6: 89-95.PubMedCentralPubMed Aziz N, Nishanian P, Mitsuyasu R, Detels R, Fahey JL: Variables that affect assays for plasma cytokines and soluble activation markers. Clin Diagn Lab Immunol. 1999, 6: 89-95.PubMedCentralPubMed
36.
go back to reference Martins TB: Development of internal controls for the Luminex instrument as part of a multiplex seven-analyte viral respiratory antibody profile. Clin Diagn Lab Immunol. 2002, 9: 41-45.PubMedCentralPubMed Martins TB: Development of internal controls for the Luminex instrument as part of a multiplex seven-analyte viral respiratory antibody profile. Clin Diagn Lab Immunol. 2002, 9: 41-45.PubMedCentralPubMed
37.
go back to reference Hulse RE, Kunkler PE, Fedynyshyn JP, Kraig RP: Optimization of multiplexed bead-based cytokine immunoassays for rat serum and brain tissue. J Neurosci Methods. 2004, 136: 87-98. 10.1016/j.jneumeth.2003.12.023.PubMedCentralCrossRefPubMed Hulse RE, Kunkler PE, Fedynyshyn JP, Kraig RP: Optimization of multiplexed bead-based cytokine immunoassays for rat serum and brain tissue. J Neurosci Methods. 2004, 136: 87-98. 10.1016/j.jneumeth.2003.12.023.PubMedCentralCrossRefPubMed
38.
go back to reference Phillips DJ, League SC, Weinstein P, Hooper WC: Interference in microsphere flow cytometric multiplexed immunoassays for human cytokine estimation. Cytokine. 2006, 36: 180-188. 10.1016/j.cyto.2006.12.002.CrossRefPubMed Phillips DJ, League SC, Weinstein P, Hooper WC: Interference in microsphere flow cytometric multiplexed immunoassays for human cytokine estimation. Cytokine. 2006, 36: 180-188. 10.1016/j.cyto.2006.12.002.CrossRefPubMed
39.
go back to reference Khan SS, Smith MS, Reda D, Suffredini AF, McCoy JP: Multiplex bead array assays for detection of soluble cytokines: comparisons of sensitivity and quantitative values among kits from multiple manufacturers. Cytometry. 2004, 61B: 35-39. 10.1002/cyto.b.20021.CrossRef Khan SS, Smith MS, Reda D, Suffredini AF, McCoy JP: Multiplex bead array assays for detection of soluble cytokines: comparisons of sensitivity and quantitative values among kits from multiple manufacturers. Cytometry. 2004, 61B: 35-39. 10.1002/cyto.b.20021.CrossRef
40.
go back to reference Djoba Siawaya JF, Roberts T, Babb C, Black G, Golakai HJ, Stanley K, et al.: An evaluation of commercial fluorescent bead-based luminex cytokine assays. PLoS ONE. 2008, 3: e2535-10.1371/journal.pone.0002535.PubMedCentralCrossRefPubMed Djoba Siawaya JF, Roberts T, Babb C, Black G, Golakai HJ, Stanley K, et al.: An evaluation of commercial fluorescent bead-based luminex cytokine assays. PLoS ONE. 2008, 3: e2535-10.1371/journal.pone.0002535.PubMedCentralCrossRefPubMed
41.
go back to reference Kricka LJ: Human anti-animal antibody interferences in immunological assays. Clin Chem. 1999, 45: 942-956.PubMed Kricka LJ: Human anti-animal antibody interferences in immunological assays. Clin Chem. 1999, 45: 942-956.PubMed
42.
go back to reference Martins TB, Pasi BM, Litwin CM, Hill HR: Heterophile antibody interference in a multiplexed fluorescent microsphere immunoassay for quantitation of cytokines in human serum. Clin Diagn Lab Immunol. 2004, 11: 325-329.PubMedCentralPubMed Martins TB, Pasi BM, Litwin CM, Hill HR: Heterophile antibody interference in a multiplexed fluorescent microsphere immunoassay for quantitation of cytokines in human serum. Clin Diagn Lab Immunol. 2004, 11: 325-329.PubMedCentralPubMed
43.
go back to reference Pfleger C, Schloot N, ter VF: Effect of serum content and diluent selection on assay sensitivity and signal intensity in multiplex bead-based immunoassays. J Immunol Methods. 2008, 329: 214-218. 10.1016/j.jim.2007.09.011.CrossRefPubMed Pfleger C, Schloot N, ter VF: Effect of serum content and diluent selection on assay sensitivity and signal intensity in multiplex bead-based immunoassays. J Immunol Methods. 2008, 329: 214-218. 10.1016/j.jim.2007.09.011.CrossRefPubMed
44.
go back to reference Svenson M, Hansen MB, Kayser L, Rasmussen AK, Reimert CM, Bendtzen K: Effects of human anti-IL-1 alpha autoantibodies on receptor binding and biological activities of IL-1. Cytokine. 1992, 4: 125-133. 10.1016/1043-4666(92)90047-U.CrossRefPubMed Svenson M, Hansen MB, Kayser L, Rasmussen AK, Reimert CM, Bendtzen K: Effects of human anti-IL-1 alpha autoantibodies on receptor binding and biological activities of IL-1. Cytokine. 1992, 4: 125-133. 10.1016/1043-4666(92)90047-U.CrossRefPubMed
Metadata
Title
Prerequisites for cytokine measurements in clinical trials with multiplex immunoassays
Authors
Wilco de Jager
Katarzyna Bourcier
Ger T Rijkers
Berent J Prakken
Vicki Seyfert-Margolis
Publication date
01-12-2009
Publisher
BioMed Central
Published in
BMC Immunology / Issue 1/2009
Electronic ISSN: 1471-2172
DOI
https://doi.org/10.1186/1471-2172-10-52

Other articles of this Issue 1/2009

BMC Immunology 1/2009 Go to the issue
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discuss last year's major advances in heart failure and cardiomyopathies.