I. Agalliu, X. Xue, M. Cushman, E. Cornell, A. W. Hsing et al., Detectability and reproducibility of plasma levels of chemokines and soluble receptors, Results in Immunology, vol.3, pp.79-84, 2013.
DOI : 10.1016/j.rinim.2013.07.001

A. Agorastos, R. L. Hauger, D. A. Barkauskas, T. Moeller-bertram, P. L. Clopton et al., Circadian rhythmicity, variability and correlation of interleukin-6 levels in plasma and cerebrospinal fluid of healthy men, Psychoneuroendocrinology, vol.44, pp.71-82, 2014.
DOI : 10.1016/j.psyneuen.2014.02.020

R. Altara, M. Manca, K. C. Hermans, E. P. Daskalopoulos, H. P. Brunner-la-rocca et al., Diurnal rhythms of serum and plasma cytokine profiles in healthy elderly individuals assessed using membrane based multiplexed immunoassay, Journal of Translational Medicine, vol.876, issue.1, 2015.
DOI : 10.1111/j.1749-6632.1999.tb07618.x

J. A. Bastarache, T. Koyama, N. E. Wickersham, and L. B. Ware, Validation of a multiplex electrochemiluminescent immunoassay platform in human and mouse samples, Journal of Immunological Methods, vol.408, pp.13-23, 2014.
DOI : 10.1016/j.jim.2014.04.006

J. S. Bezbradica and R. Medzhitov, Integration of cytokine and heterologous receptor signaling pathways, Nature Immunology, vol.54, issue.4, pp.333-339, 2009.
DOI : 10.4049/jimmunol.171.1.257

A. Biancotto, A. Wank, S. Perl, W. Cook, M. J. Olnes et al., Baseline Levels and Temporal Stability of 27 Multiplexed Serum Cytokine Concentrations in Healthy Subjects, PLoS ONE, vol.62, issue.12, p.76091, 2013.
DOI : 10.1371/journal.pone.0076091.s004

E. C. Breen, S. M. Reynolds, C. Cox, L. P. Jacobson, L. Magpantay et al., Multisite Comparison of High-Sensitivity Multiplex Cytokine Assays, Clinical and Vaccine Immunology, vol.18, issue.8, pp.1229-1242, 2011.
DOI : 10.1128/CVI.05032-11

URL : http://cvi.asm.org/content/18/8/1229.full.pdf

M. G. Butler, W. Hossain, C. Sulsona, D. J. Driscoll, and A. M. Manzardo, Increased plasma chemokine levels in children with Prader-Willi syndrome, American Journal of Medical Genetics Part A, vol.11, issue.3, pp.563-571, 2015.
DOI : 10.1186/1742-2094-11-113

L. Capuron, R. M. Bluthe, and R. Dantzer, Cytokines in Clinical Psychiatry, American Journal of Psychiatry, vol.158, issue.7, pp.1163-1164, 2001.
DOI : 10.1176/appi.ajp.158.7.1163

A. F. Carvalho, C. A. Kohler, R. S. Mcintyre, C. Knochel, A. R. Brunoni et al., Peripheral vascular endothelial growth factor as a novel depression biomarker: A meta-analysis, Psychoneuroendocrinology, vol.62, pp.18-26, 2015.
DOI : 10.1016/j.psyneuen.2015.07.002

A. K. Chaturvedi, T. J. Kemp, R. M. Pfeiffer, A. Biancotto, M. Williams et al., Evaluation of Multiplexed Cytokine and Inflammation Marker Measurements: a Methodologic Study, Cancer Epidemiology Biomarkers & Prevention, vol.20, issue.9, pp.1902-1911, 2011.
DOI : 10.1158/1055-9965.EPI-11-0221

F. Chowdhury, A. Williams, and P. Johnson, Validation and comparison of two multiplex technologies, Luminex?? and Mesoscale Discovery, for human cytokine profiling, Journal of Immunological Methods, vol.340, issue.1, pp.55-64, 2009.
DOI : 10.1016/j.jim.2008.10.002

T. V. Clendenen, A. A. Arslan, A. E. Lokshin, A. Idahl, G. Hallmans et al., Temporal reliability of cytokines and growth factors in EDTA plasma, BMC Research Notes, vol.3, issue.1, p.302, 2010.
DOI : 10.1186/1756-0500-3-302

P. Courtet, I. Jaussent, C. Genty, A. M. Dupuy, S. Guillaume et al., Increased CRP levels may be a trait marker of suicidal attempt, European Neuropsychopharmacology, vol.25, issue.10, 2015.
DOI : 10.1016/j.euroneuro.2015.05.003

D. Dabitao, J. B. Margolick, J. Lopez, and J. H. Bream, Multiplex measurement of proinflammatory cytokines in human serum: Comparison of the Meso Scale Discovery electrochemiluminescence assay and the Cytometric Bead Array, Journal of Immunological Methods, vol.372, issue.1-2, pp.71-77, 2011.
DOI : 10.1016/j.jim.2011.06.033

J. Dahl, H. Ormstad, H. C. Aass, U. F. Malt, L. T. Bendz et al., The plasma levels of various cytokines are increased during ongoing depression and are reduced to normal levels after recovery, Psychoneuroendocrinology, vol.45, pp.77-86, 2014.
DOI : 10.1016/j.psyneuen.2014.03.019

R. Dantzer, J. C. O-'connor, M. A. Lawson, and K. W. Kelley, Inflammation-associated depression: From serotonin to kynurenine, Psychoneuroendocrinology, vol.36, issue.3, pp.426-436, 2011.
DOI : 10.1016/j.psyneuen.2010.09.012

URL : http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3053088

J. Davis, M. Maes, A. Andreazza, J. J. Mcgrath, S. J. Tye et al., Towards a classification of biomarkers of neuropsychiatric disease: from encompass to compass, Molecular Psychiatry, vol.20, issue.2, pp.152-153, 2015.
DOI : 10.1136/jnnp-2011-301779

L. De-koning, C. Liptak, A. Shkreta, G. Bradwin, F. B. Hu et al., A multiplex immunoassay gives different results than singleplex immunoassays which may bias epidemiologic associations, Clinical Biochemistry, vol.45, issue.10-11, pp.848-851, 2012.
DOI : 10.1016/j.clinbiochem.2012.04.006

L. De-witte, J. Tomasik, E. Schwarz, P. C. Guest, H. Rahmoune et al., Cytokine alterations in first-episode schizophrenia patients before and after antipsychotic treatment, Schizophrenia Research, vol.154, issue.1-3, 2014.
DOI : 10.1016/j.schres.2014.02.005

L. Dossus, S. Becker, D. Achaintre, R. Kaaks, and S. Rinaldi, Validity of multiplex-based assays for cytokine measurements in serum and plasma from ???non-diseased??? subjects: Comparison with ELISA, Journal of Immunological Methods, vol.350, issue.1-2, pp.125-132, 2009.
DOI : 10.1016/j.jim.2009.09.001

Y. Dowlati, N. Herrmann, W. Swardfager, H. Liu, L. Sham et al., A Meta-Analysis of Cytokines in Major Depression, Biological Psychiatry, vol.67, issue.5, pp.446-457, 2010.
DOI : 10.1016/j.biopsych.2009.09.033

D. Ducasse, I. Jaussent, S. Guillaume, J. M. Azorin, F. Bellivier et al., Increased risk of suicide attempt in bipolar patients with severe tobacco dependence, Journal of Affective Disorders, vol.183, pp.113-118, 2015.
DOI : 10.1016/j.jad.2015.04.038

D. Ducasse, E. Olie, S. Guillaume, S. Artero, and P. Courtet, A meta-analysis of cytokines in suicidal behavior, Brain, Behavior, and Immunity, vol.46, pp.203-211, 2015.
DOI : 10.1016/j.bbi.2015.02.004

A. M. Dupuy, N. Kuster, G. Lizard, K. Ragot, S. Lehmann et al., Performance evaluation of human cytokines profiles obtained by various multiplexed-based technologies underlines a need for standardization, Clinical Chemistry and Laboratory Medicine, vol.51, issue.7, pp.1385-1393, 2013.
DOI : 10.1515/cclm-2012-0648

M. M. Epstein, E. C. Breen, L. Magpantay, R. Detels, L. Lepone et al., Temporal stability of serum concentrations of cytokines and soluble receptors measured across two years in low-risk HIVseronegative men, Cancer Epidemiol Biomarkers Prev, vol.22, 2009.

M. B. First, R. L. Spitzer, M. Gibbon, and J. B. Williams, Structured Clinical Interview for DSM-IV- TR Axis I Disorders, Research Version, Patient Edition. (SCID-I/P), 2002.

G. Fond, N. Hamdani, F. Kapczinski, W. Boukouaci, N. Drancourt et al., Effectiveness and tolerance of anti-inflammatory drugs' add-on therapy in major mental disorders: a systematic qualitative review, Acta Psychiatrica Scandinavica, vol.10, issue.Suppl 3, pp.163-179, 2014.
DOI : 10.1016/j.bbrc.2009.09.041

Q. Fu, J. Zhu, and J. E. Van-eyk, Comparison of Multiplex Immunoassay Platforms, Clinical Chemistry, vol.56, issue.2, pp.314-318, 2010.
DOI : 10.1373/clinchem.2009.135087

URL : http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2905867

D. Gimeno, M. Kivimaki, E. J. Brunner, M. Elovainio, D. Vogli et al., Associations of C-reactive protein and interleukin-6 with cognitive symptoms of depression: 12-year follow-up of the Whitehall II study, Psychological Medicine, vol.51, issue.03, 2009.
DOI : 10.1017/S003329170800281X

B. Giraudeau, Negative values of the intraclass correlation coefficient are not theoretically possible, Journal of Clinical Epidemiology, vol.49, issue.10, pp.1205-1206, 1996.
DOI : 10.1016/0895-4356(96)00053-4

D. R. Goldsmith, M. H. Rapaport, and B. J. Miller, A meta-analysis of blood cytokine network alterations in psychiatric patients: comparisons between schizophrenia, bipolar disorder and depression, Molecular Psychiatry, vol.32, issue.12, 2016.
DOI : 10.1016/S0920-9964(98)00034-6

Y. Gu, A. Zeleniuch-jacquotte, F. Linkov, K. L. Koenig, M. Liu et al., Reproducibility of serum cytokines and growth factors, Cytokine, vol.45, issue.1, pp.44-49, 2009.
DOI : 10.1016/j.cyto.2008.10.014

URL : http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2980349

P. C. Guest, E. Schwarz, D. Krishnamurthy, L. W. Harris, F. M. Leweke et al., Altered levels of circulating insulin and other neuroendocrine hormones associated with the onset of schizophrenia, Psychoneuroendocrinology, vol.36, issue.7, pp.1092-1096, 2011.
DOI : 10.1016/j.psyneuen.2010.12.018

R. Haapakoski, J. Mathieu, K. P. Ebmeier, H. Alenius, and M. Kivimaki, Cumulative meta-analysis of interleukins 6 and 1??, tumour necrosis factor ?? and C-reactive protein in patients with major depressive disorder, Brain, Behavior, and Immunity, vol.49, pp.206-215, 2015.
DOI : 10.1016/j.bbi.2015.06.001

A. Halaris, A. M. Myint, V. Savant, E. Meresh, E. Lim et al., Does escitalopram reduce neurotoxicity in major depression?, Journal of Psychiatric Research, vol.66, issue.67, pp.66-67, 2015.
DOI : 10.1016/j.jpsychires.2015.04.026

L. Hallberg, S. Janelidze, G. Engstrom, A. G. Wisen, A. Westrin et al., Exercise-induced release of cytokines in patients with major depressive disorder, Journal of Affective Disorders, vol.126, issue.1-2, pp.262-267, 2010.
DOI : 10.1016/j.jad.2010.02.133

J. Hannestad, N. Dellagioia, and M. Bloch, The Effect of Antidepressant Medication Treatment on Serum Levels of Inflammatory Cytokines: A Meta-Analysis, Neuropsychopharmacology, vol.33, issue.12, pp.2452-2459, 2011.
DOI : 10.1016/j.pnpbp.2009.03.020

S. Hardikar, X. Song, M. Kratz, G. L. Anderson, P. L. Blount et al., Intraindividual variability over time in plasma biomarkers of inflammation and effects of long-term storage, Cancer Causes & Control, vol.158, issue.1???2, pp.969-976, 2014.
DOI : 10.1016/S0300-483X(00)00401-7

M. E. Hernandez, D. Mendieta, D. Martinez-fong, F. Loria, J. Moreno et al., Variations in circulating cytokine levels during 52??week course of treatment with SSRI for major depressive disorder, European Neuropsychopharmacology, vol.18, issue.12, pp.917-924, 2008.
DOI : 10.1016/j.euroneuro.2008.08.001

M. E. Hernandez, D. Mendieta, M. Perez-tapia, R. Bojalil, I. Estrada-garcia et al., Effect of Selective Serotonin Reuptake Inhibitors and Immunomodulator on Cytokines Levels: An Alternative Therapy for Patients with Major Depressive Disorder, Clinical and Developmental Immunology, vol.9, issue.1???3, 2013.
DOI : 10.1113/jphysiol.2004.081224

S. A. Hiles, A. L. Baker, T. De-malmanche, and J. Attia, A meta-analysis of differences in IL-6 and IL-10 between people with and without depression: Exploring the causes of heterogeneity, Brain, Behavior, and Immunity, vol.26, issue.7, pp.1180-1188, 2012.
DOI : 10.1016/j.bbi.2012.06.001

P. S. Ho, Y. W. Yeh, S. Y. Huang, and C. S. Liang, A shift toward T helper 2 responses and an increase in modulators of innate immunity in depressed patients treated with escitalopram, Psychoneuroendocrinology, vol.53, pp.246-255, 2015.
DOI : 10.1016/j.psyneuen.2015.01.008

J. N. Hofmann, K. Yu, R. K. Bagni, Q. Lan, N. Rothman et al., Intra-individual variability over time in serum cytokine levels among participants in the Prostate, Lung, Colorectal, and Ovarian Cancer Screening Trial, Cytokine, vol.56, issue.2, pp.145-148, 2011.
DOI : 10.1016/j.cyto.2011.06.012

K. Huttunen, K. Tiihonen, M. Roponen, D. Heederik, J. P. Zock et al., The effect of assay type and sample matrix on detected cytokine concentrations in human blood serum and nasal lavage fluid, Journal of Pharmaceutical and Biomedical Analysis, vol.96, pp.151-155, 2014.
DOI : 10.1016/j.jpba.2014.03.034

S. Janelidze, F. Ventorp, S. Erhardt, O. Hansson, L. Minthon et al., Altered chemokine levels in the cerebrospinal fluid and plasma of suicide attempters, Psychoneuroendocrinology, vol.38, issue.6, pp.853-862, 2013.
DOI : 10.1016/j.psyneuen.2012.09.010

S. Katsuura, Y. Kamezaki, K. Tominaga, K. Masuda, K. Nishida et al., High-throughput screening of brief naturalistic stress-responsive cytokines in university students taking examinations, International Journal of Psychophysiology, vol.77, issue.2, pp.135-140, 2010.
DOI : 10.1016/j.ijpsycho.2010.05.004

S. Katsuura, Y. Kamezaki, N. Yamagishi, Y. Kuwano, K. Nishida et al., Circulating vascular endothelial growth factor is independently and negatively associated with trait anxiety and depressive mood in healthy Japanese university students, International Journal of Psychophysiology, vol.81, issue.1, pp.38-43, 2011.
DOI : 10.1016/j.ijpsycho.2011.04.004

S. S. Khan, M. S. Smith, D. Reda, A. F. Suffredini, J. P. Mccoy et al., Multiplex bead array assays for detection of soluble cytokines: Comparisons of sensitivity and quantitative values among kits from multiple manufacturers, Cytometry, vol.155, issue.1, pp.35-39, 2004.
DOI : 10.1002/cyto.b.20021

O. Kohler, M. E. Benros, M. Nordentoft, M. E. Farkouh, R. L. Iyengar et al., Effect of Anti-inflammatory Treatment on Depression, Depressive Symptoms, and Adverse Effects, JAMA Psychiatry, vol.71, issue.12, pp.1381-1391, 2014.
DOI : 10.1001/jamapsychiatry.2014.1611

P. R. Nielsen, E. Agerbo, K. Skogstrand, D. M. Hougaard, U. Meyer et al., Neonatal Levels of Inflammatory Markers and Later Risk of Schizophrenia, Biological Psychiatry, vol.77, issue.6, pp.548-555, 2015.
DOI : 10.1016/j.biopsych.2014.07.013

J. A. Pasco, G. C. Nicholson, L. J. Williams, F. N. Jacka, M. J. Henry et al., Association of high-sensitivity C-reactive protein with de novo major depression, The British Journal of Psychiatry, vol.197, issue.5, pp.372-377, 2010.
DOI : 10.1192/bjp.bp.109.076430

C. L. Raison, L. Capuron, and A. H. Miller, Cytokines sing the blues: inflammation and the pathogenesis of depression, Trends in Immunology, vol.27, issue.1, pp.24-31, 2006.
DOI : 10.1016/j.it.2005.11.006

C. L. Raison and A. H. Miller, Role of Inflammation in Depression: Implications for Phenomenology, Pathophysiology and Treatment, Mod Trends Pharmacopsychiatri, vol.28, pp.33-48, 2013.
DOI : 10.1159/000343966

M. H. Rapaport, A. A. Nierenberg, P. J. Schettler, B. Kinkead, A. Cardoos et al., Inflammation as a predictive biomarker for response to omega-3 fatty acids in major depressive disorder: a proof-of-concept study, Molecular Psychiatry, vol.76, issue.1, 2015.
DOI : 10.2174/13816128113199990016

D. Reihmane, A. Jurka, and P. Tretjakovs, The Relationship Between Maximal Exercise-Induced Increases in Serum IL-6, MPO and MMP-9 Concentrations, Scandinavian Journal of Immunology, vol.92, issue.2, pp.188-192, 2012.
DOI : 10.1152/japplphysiol.00629.2001

C. D. Rethorst, M. S. Toups, T. L. Greer, P. A. Nakonezny, T. J. Carmody et al., Pro-inflammatory cytokines as predictors of antidepressant effects of exercise in major depressive disorder, Molecular Psychiatry, vol.18, issue.10, pp.1119-1124, 2013.
DOI : 10.1371/journal.pone.0004515

A. J. Rivnak, D. M. Rissin, C. W. Kan, L. Song, M. W. Fishburn et al., A fully-automated, six-plex single molecule immunoassay for measuring cytokines in blood, Journal of Immunological Methods, vol.424, pp.20-27, 2015.
DOI : 10.1016/j.jim.2015.04.017

Y. Rosenberg-hasson, L. Hansmann, M. Liedtke, I. Herschmann, and H. T. Maecker, Effects of serum and plasma matrices on multiplex immunoassays, Immunologic Research, vol.69, issue.2-3, pp.224-233, 2014.
DOI : 10.1002/cyto.a.20293

B. Rosner, Fundamentals of Biostatistics, 2000.

F. M. Schmidt, N. Lichtblau, J. Minkwitz, T. Chittka, J. Thormann et al., Cytokine levels in depressed and non-depressed subjects, and masking effects of obesity, Journal of Psychiatric Research, vol.55, pp.29-34, 2014.
DOI : 10.1016/j.jpsychires.2014.04.021

E. Schwarz, P. C. Guest, H. Rahmoune, L. W. Harris, L. Wang et al., Identification of a biological signature for schizophrenia in serum, Molecular Psychiatry, vol.92, issue.5, pp.494-502
DOI : 10.1111/j.1600-0447.2005.00722.x

URL : https://hal.archives-ouvertes.fr/hal-00631258

R. C. Shelton, M. Falola, L. Li, J. Zajecka, M. Fava et al., The pro-inflammatory profile of depressed patients is (partly) related to obesity, Journal of Psychiatric Research, vol.70, pp.91-97, 2015.
DOI : 10.1016/j.jpsychires.2015.09.001

A. Steptoe, M. Hamer, and Y. Chida, The effects of acute psychological stress on circulating inflammatory factors in humans: A review and meta-analysis, Brain, Behavior, and Immunity, vol.21, issue.7, pp.901-912, 2007.
DOI : 10.1016/j.bbi.2007.03.011

R. Strawbridge, D. Arnone, A. Danese, A. Papadopoulos, H. Vives et al., Inflammation and clinical response to treatment in depression: A meta-analysis, European Neuropsychopharmacology, vol.25, issue.10, pp.1532-1543, 2015.
DOI : 10.1016/j.euroneuro.2015.06.007

M. J. Stuart and B. T. Baune, Chemokines and chemokine receptors in mood disorders, schizophrenia, and cognitive impairment: A systematic review of biomarker studies, Neuroscience & Biobehavioral Reviews, vol.42, pp.93-115, 2014.
DOI : 10.1016/j.neubiorev.2014.02.001

G. Toedter, K. Hayden, C. Wagner, and C. Brodmerkel, Simultaneous Detection of Eight Analytes in Human Serum by Two Commercially Available Platforms for Multiplex Cytokine Analysis, Clinical and Vaccine Immunology, vol.15, issue.1, pp.42-48, 2008.
DOI : 10.1128/CVI.00211-07

R. Uher, K. E. Tansey, T. Dew, W. Maier, O. Mors et al., An Inflammatory Biomarker as a Differential Predictor of Outcome of Depression Treatment With Escitalopram and Nortriptyline, American Journal of Psychiatry, vol.171, issue.12, pp.1278-1286, 2014.
DOI : 10.1176/appi.ajp.2014.14010094

V. Valkanova, K. P. Ebmeier, and C. L. Allan, CRP, IL-6 and depression: A systematic review and meta-analysis of longitudinal studies, Journal of Affective Disorders, vol.150, issue.3, pp.736-744, 2013.
DOI : 10.1016/j.jad.2013.06.004