Markers of central inflammation in major depressive disorder: a systematic review and meta-analysis of studies examining cerebrospinal fluid, positron emission tomography and post-mortem brain tissue
Open accessAbstract
BACKGROUND Increased peripheral inflammation has been consistently reported in patients with major depressive disorder (MDD). However, only few studies have explored markers of central (brain) inflammation in patients with MDD. The aim of this study is to systematically review in vivo and post-mortem markers of central inflammation, including studies examining cerebrospinal fluid (CSF), positron emission tomography, and post-mortem brain tissues in subjects suffering with MDD compared with controls. METHODS PubMed and Medline databases were searched up to December 2018. We included studies measuring cerebrospinal fluid (CSF) cytokines and chemokines, positron emission tomography (PET) studies; and post-mortem studies measuring cytokines, chemokines and cell-specific markers of microglia and astrocytes, all in MDD. A meta-analysis was performed only for CSF and PET studies, as studies on post-mortem markers of inflammation had different cell-specific markers and analysed different brain regions. RESULTS A total of 69 studies met the inclusion criteria. CSF levels of IL-6 and TNF-α were higher in patients with MDD compared with controls (standardised mean difference SMD 0.37, 95%CI: 0.17-0.57 and SMD 0.58, 95%CI 0.26-0.90, respectively). CSF levels of IL-6 were increased in suicide attempters regardless of their psychiatric diagnosis. Translocator protein, a PET marker of central inflammation, was elevated in the anterior cingulate cortex and temporal cortex of patients with MDD compared with controls (SMD 0.78, 95%CI: 0.41-1.16 and SMD 0.52, 95%CI: 0.19-0.85 respectively). Abnormalities in CSF and PET inflammatory markers were not correlated with those in peripheral blood. In post-mortem studies, two studies found increased markers of microglia in MDD brains, while four studies found no MDD related changes. Of the studies investigating expression of cell-specific marker for astrocytes, thirteen studies reported a decreased expression of astrocytes specific markers, two studies reported increased expression of astrocytes specific markers, and eleven studies did not detect any difference. Four out of six studies reported decreased markers of oligodendrocytes in the prefrontal cortex. Post-mortem brain levels of tumor necrosis alpha (TNF-α) were also found increased in MDD. CONCLUSIONS Our review suggests the presence of an increase in IL-6 and TNF-alpha levels in CSF and brain parenchyma, in the context of a possible increased microglia activity and reduction of astrocytes and oligodendrocytes markers in MDD. The reduced number of astrocytes may lead to compromised integrity of blood brain barrier with increased monocyte recruitment and infiltration, which is partly supported by post-mortem studies and by PET studies showing an increased TSPO expression in MDD.
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“We included 12 studies which measured oligodendrocytes in post-mortem MDD brains (Aston et al., 2005; Barley et al., 2009; Gos et al., 2013; Hayashi et al., 2011; Honer et al., 1999; Lutz et al., 2017; Miguel-Hidalgo et al., 2017; Rajkowska et al., 2015; Tanti et al., 2018; Uranova et al., 2004; Vostrikov et al., 2007…”
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“Additionally, the GAP junction between astrocytes and astrocytes and between astrocytes and neurons may be affected and this would lead to an impairment in the ion homeostasis and synaptic circuit (Rajkowska and Stockmeier, 2013; Verkhratsky et al., 2014).”
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“First (Holmes et al., 2018; Su et al., 2016) and second (Hannestad et al., 2013; Li et al., 2018; Richards et al., 2018; Setiawan et al., 2018) generation TSPO PET tracers were used.”
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Reduced connexin 43 immunolabeling in the orbitofrontal cortex in alcohol dependence and depression
Miguel-Hidalgo, J. J., Wilson, B. A., Hussain, S., Meshram, A., Rajkowska, G., & Stockmeier, C. A. (2014) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2014.04.007 · Cited by 110 · see citing works
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Pandey, G. N., Rizavi, H. S., Bhaumik, R., & Ren, X. (2018) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2018.09.024 · Cited by 108 · cited 1× · see citing works
“, 2019, 2014) found similar levels of toll like receptor 1, 2, 3, 4 mRNA in MDD suicide victims and MDD no suicide victims, but increased levels of protein toll like receptor 3, 4 and 6 in MDD suicide victims compared with MDD non-suicide victims (Pandey et al., 2019).”
ResultGos, T., Schroeter, M. L., Lessel, W., Bernstein, H.-G., Dobrowolny, H., Schiltz, K., Bogerts, B., & Steiner, J. (2013) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2013.07.005 · Cited by 106 · cited 4× · see citing works
“We included 12 studies which measured oligodendrocytes in post-mortem MDD brains (Aston et al., 2005; Barley et al., 2009; Gos et al., 2013; Hayashi et al., 2011; Honer et al., 1999; Lutz et al., 2017; Miguel-Hidalgo et al., 2017; Rajkowska et al., 2015; Tanti et al., 2018; Uranova et al., 2004; Vostrikov et al., 2007…”
BackgroundInfluentialWang, Q., Roy, B., Turecki, G., Shelton, R. C., & Dwivedi, Y. (2018) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2017.16070759 · Cited by 101 · cited 16× · see citing works
“CSF levels of IL-6 and TNF-α were higher in patients with MDD compared with controls (standardised mean difference SMD 0.37, 95%CI: 0.17-0.57 and SMD 0.58, 95%CI 0.26-0.90, respectively).”
BackgroundInfluentialGene expression deficits in pontine locus coeruleus astrocytes in men with major depressive disorder
Chandley, M., Szebeni, K., Szebeni, A., Crawford, J. D., Stockmeier, C. A., Turecki, G., Miguel-Hidalgo, J. J., & Ordway, G. A. (2013) · Journal of Psychiatry and Neuroscience · doi:10.1503/jpn.120110 · Cited by 100 · cited 5× · see citing works
“We included 24 studies which assessed astrocytes in postmortem brains of patients with MDD (Altshuler et al., 2010; Barley et al., 2009; Bernard et al., 2011; Chandley et al., 2013; Cobb et al., 2016; Damadzic et al., 2001; Davis et al., 2002; Fatemi et al., 2004; Gos et al., 2013; Miguel-Hidalgo et al., 2014, 2011, 2…”
BackgroundInfluentialDean, B., Gibbons, A. S., Tawadros, N., Brooks, L., Everall, I., & Scarr, E. (2012) · Molecular Psychiatry · doi:10.1038/mp.2012.95 · Cited by 99 · cited 2× · see citing works
“Ten studies measured cytokines (Clark et al., 2016; Dean et al., 2013, 2010; Hoyo-Becerra et al., 2013; Pandey et al., 2019, 2012; Pantazatos et al., 2017; Tonelli et al., 2008; Wang et al., 2018) and chemokines (Clark et al., 2016; Torres-Platas et al., 2014) expression in postmortem brains of MDD…”
BackgroundResultRajkowska, G., Mahajan, G., Maciąg, D., Sathyanesan, M., Iyo, A. H., Moulana, M., Kyle, P. B., Woolverton, W. L., Miguel-Hidalgo, J. J., Stockmeier, C. A., et al. (2015) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2015.04.010 · Cited by 99 · cited 3× · see citing works
“We included 12 studies which measured oligodendrocytes in post-mortem MDD brains (Aston et al., 2005; Barley et al., 2009; Gos et al., 2013; Hayashi et al., 2011; Honer et al., 1999; Lutz et al., 2017; Miguel-Hidalgo et al., 2017; Rajkowska et al., 2015; Tanti et al., 2018; Uranova et al., 2004; Vostrikov et al., 2007…”
BackgroundToro, C. T., Hallak, J. E. C., Dunham, J. S., & Deakin, J. F. W. (2006) · Neuroscience Letters · doi:10.1016/j.neulet.2006.05.067 · Cited by 95 · see citing works
Kern, S., Skoog, I., Börjesson-Hanson, A., Blennow, K., Zetterberg, H., Östling, S., Kern, J., Gudmundsson, P., Marlow, T., Rosengren, L., et al. (2014) · Brain, Behavior, and Immunity · doi:10.1016/j.bbi.2014.05.006 · Cited by 94 · see citing works
Low plasma vascular endothelial growth factor (VEGF) associated with completed suicide
Isung, J., Mobarrez, F., Nordström, P., Åsberg, M., & Jokinen, J. (2012) · The World Journal of Biological Psychiatry · doi:10.3109/15622975.2011.624549 · Cited by 94 · cited 3× · see citing works
“Seven studies found no correlation between markers of central inflammation (CSF cytokines or PET TSPO) and peripheral inflammation (Bay-Richter et al., 2015; Hannestad et al., 2013; Holmes et al., 2018; Isung et al., 2012; Lindqvist et al., 2009; Sasayama et al., 2013; Setiawan et al., 2015).”
BackgroundResultClark, S. M., Pocivavsek, A., Nicholson, J. D., Notarangelo, F. M., LANGENBERG, P. W., McMahon, R. P., Kleinman, J. E., Hyde, T. M., Stiller, J. W., Postolache, T. T., et al. (2016) · Journal of Psychiatry and Neuroscience · doi:10.1503/jpn.150226 · Cited by 92 · cited 5× · see citing works
“Clark et al reported an increase in the proportion of IBA1-positive amoebian (active) microglia in the ventrolateral prefrontal cortex of patients with MDD compared with controls and similar density of hypertrophic (non-active) microglia (Clark et al., 2016).”
BackgroundInfluentialBarnett, S. C., & Linington, C. (2012) · The Neuroscientist · doi:10.1177/1073858412465655 · Cited by 83 · cited 1× · see citing works
“Furthermore, an increased level of cytokines and impairment in astrocytes function may lead to an impairment of the myelination and reduced oligodendrocytes density (Barnett and Linington, 2013; Rajkowska et al., 2018).”
BackgroundZhao, J., Verwer, R. W. H., van Wamelen, D. J., Qi, X.-R., Gao, S.-F., Lucassen, P. J., & Swaab, D. F. (2016) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2016.06.017 · Cited by 83 · see citing works
Cerebrospinal fluid interleukin (IL)-6 in unipolar major depression
Carpenter, L. L., Heninger, G. R., Malison, R. T., Tyrka, A. R., & Price, L. H. (2004) · Journal of Affective Disorders · doi:10.1016/s0165-0327(02)00460-3 · Cited by 79 · cited 2× · see citing works
“9 We included 12 studies which investigated cytokines, chemokines and complement C5 in CSF of MDD patients (Blasko et al., 2006; Boufidou et al., 2009; Carpenter et al., 2004; Hestad et al., 2016; Ishii et al., 2018; Kern et al., 2014; Levine et al., 1999; Lindqvist et al., 2009; Martinez et al., 2012; Palhagen et al.…”
BackgroundPålhagen, S., Qi, H., Mårtensson, B., Wålinder, J., Granérus, A., & Svenningsson, P. (2009) · Journal of Neurology · doi:10.1007/s00415-009-5353-6 · Cited by 77 · cited 2× · see citing works
“9 We included 12 studies which investigated cytokines, chemokines and complement C5 in CSF of MDD patients (Blasko et al., 2006; Boufidou et al., 2009; Carpenter et al., 2004; Hestad et al., 2016; Ishii et al., 2018; Kern et al., 2014; Levine et al., 1999; Lindqvist et al., 2009; Martinez et al., 2012; Palhagen et al.…”
BackgroundResultDamadzic, R., Bigelow, L. B., Krimer, L. S., Goldenson, D. A., Saunders, R. C., Kleinman, J. E., & Herman, M. M. (2001) · Brain Research Bulletin · doi:10.1016/s0361-9230(01)00529-9 · Cited by 77 · cited 2× · see citing works
“, 2006), entorhinal cortex (Damadzic et al., 2001), substantia nigra (Williams et al.”
BackgroundNeuroinflammatory and morphological changes in late-life depression: the NIMROD study
Su, L., Faluyi, Y. O., Hong, Y. T., Fryer, T. D., Mak, E., Gabel, S., Hayes, L., Soteriades, S., Williams, G. B., Arnold, R. J., et al. (2016) · The British Journal of Psychiatry · doi:10.1192/bjp.bp.116.190165 · Cited by 77 · see citing works
Glial fibrillary acidic protein in late life major depressive disorder: an immunocytochemical study
Davis, S. (2002) · Journal of Neurology Neurosurgery & Psychiatry · doi:10.1136/jnnp.73.5.556 · Cited by 77 · cited 3× · see citing works
“, 2002); and only one study showed higher GFAP immunoreactivity in dorsolateral prefrontal cortex in brains of elderly patients with MDD (Davis et al., 2002).”
BackgroundTanti, A., Kim, J. J., Wakid, M., Davoli, M.-A., Turecki, G., & Mechawar, N. (2017) · Molecular Psychiatry · doi:10.1038/mp.2017.231 · Cited by 76 · see citing works
Busse, M., Busse, S., Myint, A., Gos, T., Dobrowolny, H., Müller, U. J., Bogerts, B., Bernstein, H., & Steiner, J. (2015) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-014-0562-0 · Cited by 74 · cited 3× · see citing works
“We included 8 studies which investigated microglial markers in post-mortem brains of patients with MDD (Brisch et al., 2017; Busse et al., 2015; Clark et al., 2016; Foster et al., 2006; Steiner et al., 2011, 2008; Torres-Platas et al., 2014; Wesseling et al., 2014)(Table 4).”
BackgroundAstrocyte pathology in the ventral prefrontal white matter in depression
Rajkowska, G., Legutko, B., Moulana, M., Syed, M., Romero, D. G., Stockmeier, C. A., & Miguel-Hidalgo, J. J. (2018) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2018.04.005 · Cited by 70 · cited 5× · see citing works
“We included 24 studies which assessed astrocytes in postmortem brains of patients with MDD (Altshuler et al., 2010; Barley et al., 2009; Bernard et al., 2011; Chandley et al., 2013; Cobb et al., 2016; Damadzic et al., 2001; Davis et al., 2002; Fatemi et al., 2004; Gos et al., 2013; Miguel-Hidalgo et al., 2014, 2011, 2…”
BackgroundInfluentialAltered Chemokine Levels in the Cerebrospinal Fluid and Plasma of Suicide Attempters
Janelidze, S., Ventorp, F., Erhardt, S., Hansson, O., Minthon, L., Flax, J., Samuelsson, M., Traskman-Bendz, L., & Brundin, L. (2013) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2012.09.010 · Cited by 69 · see citing works
Clinical Findings Documenting Cellular and Molecular Abnormalities of Glia in Depressive Disorders
Czéh, B., & Nagy, S. A. (2018) · Frontiers in Molecular Neuroscience · doi:10.3389/fnmol.2018.00056 · Cited by 64 · cited 2× · see citing works
“6 a systematic review and did not present the large amount of inconclusive post-mortem studies on glial markers in patients with MDD and bipolar disorder (Czeh and Nagy, 2018).”
BackgroundFoster, F., Kandanearatchi, A., Beasley, C. L., Williams, B. P., Khan, N., Fagerhol, M. K., & Everall, I. (2006) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2006.05219.x · Cited by 62 · cited 1× · see citing works
“We included 8 studies which investigated microglial markers in post-mortem brains of patients with MDD (Brisch et al., 2017; Busse et al., 2015; Clark et al., 2016; Foster et al., 2006; Steiner et al., 2011, 2008; Torres-Platas et al., 2014; Wesseling et al., 2014)(Table 4).”
BackgroundBrisch, R., Steiner, J., Mawrin, C., Krzyżanowska, M., Jankowski, Z., & Gos, T. (2017) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-017-0774-1 · Cited by 60 · cited 3× · see citing works
“We included 8 studies which investigated microglial markers in post-mortem brains of patients with MDD (Brisch et al., 2017; Busse et al., 2015; Clark et al., 2016; Foster et al., 2006; Steiner et al., 2011, 2008; Torres-Platas et al., 2014; Wesseling et al., 2014)(Table 4).”
BackgroundStübner, S., Schön, T., Padberg, F., Teipel, S. J., Schwarz, M. J., Haslinger, A., Buch, K., Dukoff, R., Lasser, R., Müller, N., et al. (1999) · Neuroscience Letters · doi:10.1016/s0304-3940(98)00916-1 · Cited by 59 · see citing works
Wesseling, H., Gottschalk, M. G., & Bahn, S. (2014) · The International Journal of Neuropsychopharmacology · doi:10.1093/ijnp/pyu015 · Cited by 54 · cited 4× · see citing works
“We included 8 studies which investigated microglial markers in post-mortem brains of patients with MDD (Brisch et al., 2017; Busse et al., 2015; Clark et al., 2016; Foster et al., 2006; Steiner et al., 2011, 2008; Torres-Platas et al., 2014; Wesseling et al., 2014)(Table 4).”
BackgroundResultInfluentialIncreased cerebrospinal fluid complement C5 levels in major depressive disorder and schizophrenia
Ishii, T., Hattori, K., Miyakawa, T., Watanabe, K., Hidese, S., Sasayama, D., Ota, M., Teraishi, T., Hori, H., Yoshida, S., et al. (2018) · Biochemical and Biophysical Research Communications · doi:10.1016/j.bbrc.2018.02.131 · Cited by 53 · cited 1× · see citing works
“9 We included 12 studies which investigated cytokines, chemokines and complement C5 in CSF of MDD patients (Blasko et al., 2006; Boufidou et al., 2009; Carpenter et al., 2004; Hestad et al., 2016; Ishii et al., 2018; Kern et al., 2014; Levine et al., 1999; Lindqvist et al., 2009; Martinez et al., 2012; Palhagen et al.…”
BackgroundHayashi, Y., Nihonmatsu-Kikuchi, N., Yu, X., Ishimoto, K., Hisanaga, S.-I., & Tatebayashi, Y. (2011) · Molecular Psychiatry · doi:10.1038/mp.2011.84 · Cited by 52 · cited 3× · see citing works
“, 2007), and in the frontopolar prefrontal cortex (BA 10) (Hayashi et al., 2011) .”
BackgroundNeuropathological changes in the substantia nigra in schizophrenia but not depression
Williams, M. R., Galvin, K., O'Sullivan, B., Macdonald, C., Ching, E. W. K., Turkheimer, F., Howes, O., Pearce, R. K., Hirsch, S., & Maier, M. (2014) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-013-0479-z · Cited by 51 · cited 4× · see citing works
“We included 12 studies which measured oligodendrocytes in post-mortem MDD brains (Aston et al., 2005; Barley et al., 2009; Gos et al., 2013; Hayashi et al., 2011; Honer et al., 1999; Lutz et al., 2017; Miguel-Hidalgo et al., 2017; Rajkowska et al., 2015; Tanti et al., 2018; Uranova et al., 2004; Vostrikov et al., 2007…”
BackgroundInfluentialHoyo-Becerra, C., Huebener, A., Trippler, M., Lutterbeck, M., Liu, Z. J., Truebner, K., Bajanowski, T., Gerken, G., Hermann, D. M., & Schlaak, J. F. (2013) · PLoS ONE · doi:10.1371/journal.pone.0083149 · Cited by 49 · cited 2× · see citing works
“Although IL-6 mRNA was no different between depressed and controls subjects, IL-6 mRNA has been reported to be increased in suicide victims (Hoyo-Becerra et al., 2013; Pandey et al., 2012).”
BackgroundMiguel-Hidalgo, J. J., Hall, K. O., Bonner, H., Roller, A., Syed, M., Park, C. J., Ball, J. P., Rothenberg, M. E., Stockmeier, C. A., & Romero, D. G. (2017) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2017.08.009 · Cited by 45 · see citing works
Hestad, K. A., Engedal, K., Whist, J. E., Aukrust, P., Farup, P. G., Mollnes, T. E., & Ueland, T. (2016) · Neuropsychiatric Disease and Treatment · doi:10.2147/ndt.s101925 · Cited by 42 · cited 10× · see citing works
“A recent meta-analysis focused specifically on CSF cytokines in patients with MDD, schizophrenia and bipolar disorder, and found increased CSF levels of IL-6 and IL8 in these patients (Wang and Miller, 2018); however, this systematic review and metaanalysis did not include two previous studies, which focused exclusive…”
BackgroundResultInfluentialGlucocorticoid programming of neuroimmune function
Walker, D. J., & Spencer, K. A. (2017) · General and Comparative Endocrinology · doi:10.1016/j.ygcen.2017.07.016 · Cited by 40 · see citing works
Miguel-Hidalgo, J. J., Overholser, J. C., Jurjus, G., Meltzer, H. Y., Dieter, L., Konick, L. C., Stockmeier, C. A., & Rajkowska, G. (2011) · Journal of Affective Disorders · doi:10.1016/j.jad.2011.03.052 · Cited by 31 · see citing works
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COVID-19 pandemic and mental health consequences: Systematic review of the current evidence
Vindegaard, N., & Benros, M. E. (2020) · Brain, Behavior, and Immunity · doi:10.1016/j.bbi.2020.05.048 · Cited by 3,221 · see citing works
The Bidirectional Relationship of Depression and Inflammation: Double Trouble
Beurel, E., Toups, M., & Nemeroff, C. B. (2020) · Neuron · doi:10.1016/j.neuron.2020.06.002 · Cited by 2,136 · see citing works
“Furthermore, a recent meta-analysis suggests increased microglial activity is associated with increased IL-6, IL-8, and TNF levels in CSF and brain parenchyma of MDD patients (Wang and Miller, 2018) and reduced astrocytes and oligodendrocytes numbers in MDD patients (Enache et al., 2019).”
BackgroundMarx, W., Penninx, B. W. J. H., Solmi, M., Furukawa, T. A., Firth, J., Carvalho, A. F., & Berk, M. (2023) · Nature Reviews Disease Primers · doi:10.1038/s41572-023-00454-1 · Cited by 850 · see citing works
Comorbid depression in medical diseases
Gold, S. M., Köhler‐Forsberg, O., Moss-Morris, R. E., Mehnert, A., Miranda, J. J., Bullinger, M., Steptoe, A., Whooley, M. A., & Otte, C. (2020) · Nature Reviews Disease Primers · doi:10.1038/s41572-020-0200-2 · Cited by 547 · see citing works
Mazza, M. G., Palladini, M., De Lorenzo, R., Magnaghi, C., Poletti, S., Furlan, R., Ciceri, F., Rovere-Querini, P., & Benedetti, F. (2021) · Brain, Behavior, and Immunity · doi:10.1016/j.bbi.2021.02.021 · Cited by 513 · see citing works
“Depressed patients are characterized by higher levels of cytokines when compared to healthy controls with consistent results in literature when considering IL-1β, IL6, IL-10, CCL2, TNF-α, and transforming growth factor-β (TGF-β) (Enache et al., 2019; Eyre et al., 2016; Howren et al., 2009; Kohler et al., 2017; Poletti…”
Depression Heterogeneity and Its Biological Underpinnings: Toward Immunometabolic Depression
Milaneschi, Y., Lamers, F., Berk, M., & Penninx, B. W. J. H. (2020) · Biological Psychiatry · doi:10.1016/j.biopsych.2020.01.014 · Cited by 433 · see citing works
Immune targets for therapeutic development in depression: towards precision medicine
Drevets, W. C., Wittenberg, G. M., Bullmore, E. T., & Manji, H. K. (2022) · Nature Reviews Drug Discovery · doi:10.1038/s41573-021-00368-1 · Cited by 348 · see citing works
Major Depressive Disorder: Advances in Neuroscience Research and Translational Applications
Li, Z., Ruan, M., Chen, J., & Fang, Y. (2021) · Neuroscience Bulletin · doi:10.1007/s12264-021-00638-3 · Cited by 352 · see citing works
Microglia in depression: current perspectives
Jia, X., Gao, Z., & Hu, H. (2020) · Science China Life Sciences · doi:10.1007/s11427-020-1815-6 · Cited by 283 · see citing works
“In meta-analysis of depression studies, patients with depression showed consistently upregulated levels of pro-inflammatory cytokines such as TNF-α and IL-6 (Dowlati et al., 2010; Enache et al., 2019).”
BackgroundNeuroinflammation in psychiatric disorders: PET imaging and promising new targets
Meyer, J. H., Červenka, S., Kim, M.-J., Kreisl, W. C., Henter, I. D., & Innis, R. B. (2020) · The Lancet Psychiatry · doi:10.1016/s2215-0366(20)30255-8 · Cited by 274 · see citing works
Oligodendrocyte lineage cells and depression
Zhou, B., Zhu, Z., Ransom, B. R., & Tong, X. (2020) · Molecular Psychiatry · doi:10.1038/s41380-020-00930-0 · Cited by 239 · see citing works
Gut microbiota–brain axis in depression: the role of neuroinflammation
Carlessi, A. S., Borba, L. A., Zugno, A. I., Quevedo, J., & Réus, G. Z. (2021) · European Journal of Neuroscience · doi:10.1111/ejn.14631 · Cited by 243 · see citing works
Nettis, M. A., Lombardo, G., Hastings, C., Zajkowska, Z., Mariani, N., Nikkheslat, N., Worrell, C., Enache, D., McLaughlin, A., Kose, M., et al. (2021) · Neuropsychopharmacology · doi:10.1038/s41386-020-00948-6 · Cited by 235 · see citing works
Self-citationThe intestinal barrier in disorders of the central nervous system
Pellegrini, C., Fornai, M., D'Antongiovanni, V., Antonioli, L., Bernardini, N., & Derkinderen, P. (2023) · The Lancet Gastroenterology & Hepatology · doi:10.1016/s2468-1253(22)00241-2 · Cited by 239 · see citing works
Borsini, A., Nicolaou, A., Camacho‐Muñoz, D., Kendall, A. C., Benedetto, M. G. D., Giacobbe, J., Su, K., & Pariante, C. M. (2021) · Molecular Psychiatry · doi:10.1038/s41380-021-01160-8 · Cited by 235 · see citing works
Self-citationSteardo, L., Steardo, L., & Verkhratsky, A. (2020) · Translational Psychiatry · doi:10.1038/s41398-020-00949-5 · Cited by 222 · see citing works
Post-COVID-19 Depressive Symptoms: Epidemiology, Pathophysiology, and Pharmacological Treatment
Mazza, M. G., Palladini, M., Poletti, S., & Benedetti, F. (2022) · CNS Drugs · doi:10.1007/s40263-022-00931-3 · Cited by 233 · see citing works
“Accordingly, increased microglial activation in association with high levels of IL-6 and TNF-α have been observed in MDD episodes [82], whereas microglia activation has been implicated in both acute and chronic neurological complications of COVID-19 [83], and increased microglial activation has been demonstrated in po…”
BackgroundMicroglial ERK-NRBP1-CREB-BDNF Signaling in Sustained Antidepressant Actions of (R)-Ketamine
Yao, W., Cao, Q., Luo, S., He, L., Yang, C., Chen, J., Qi, Q., Hashimoto, K., & Zhang, J.-C. (2022) · Molecular Psychiatry · doi:10.1038/s41380-021-01377-7 · Cited by 217 · see citing works
“A recent meta-analysis using positron emission tomography data showed increased expression of microglia in the brain of patients with depression [71].”
MethodPI3K/AKT signaling pathway: Molecular mechanisms and therapeutic potential in depression
Guo, N., Wang, X., Xu, M., Bai, J., Yu, H., & Zhang, L. (2024) · Pharmacological Research · doi:10.1016/j.phrs.2024.107300 · Cited by 232 · see citing works
Szymkowicz, S. M., Gerlach, A., Homiack, D., & Taylor, W. D. (2023) · Translational Psychiatry · doi:10.1038/s41398-023-02464-9 · Cited by 212 · see citing works
“Studies of individuals with depression and suicide attempts report increased microglial activation in the anterior cingulate cortex (ACC), a key hub of both the ASN and CCN, in individuals with depression and suicide attempts [131, 132].”
BackgroundClimate change, environment pollution, COVID-19 pandemic and mental health
Marazziti, D., Cianconi, P., Mucci, F., Crowther, L. F., Chiarantini, I., & Vecchia, A. D. (2021) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2021.145182 · Cited by 193 · see citing works
“Depression was associated with elevated IL-6 concentrations in both plasma and brain (Lindqvist et al., 2009; Sasayama et al., 2013; Kern et al., 2014; Enache et al., 2019; Boufidou et al., 2009; Hodes et al., 2016).”
Psycho-Neuroendocrine-Immune Interactions in COVID-19: Potential Impacts on Mental Health
Raony, Í., de Figueiredo, C. S., Pandolfo, P., Giestal-de-Araujo, E., Oliveira-Silva Bomfim, P., & Savino, W. (2020) · Frontiers in Immunology · doi:10.3389/fimmu.2020.01170 · Cited by 185 · see citing works
How inflammation affects the brain in depression: a review of functional and structural MRI studies
Han, K.-M., & Ham, B.-J. (2021) · Journal of Clinical Neurology · doi:10.3988/jcn.2021.17.4.503 · Cited by 187 · see citing works
Depression, dementia and immune dysregulation
Hayley, S., Hakim, A. M., & Albert, P. R. (2021) · Brain · doi:10.1093/brain/awaa405 · Cited by 186 · see citing works
“, 2017), post-mortem studies in human brain have detected inflammatory cytokines and microglial activation markers in depression and suicide (Enache et al., 2019).”
BackgroundThe role of exercise in the treatment of depression: biological underpinnings and clinical outcomes
Ross, R. E., VanDerwerker, C. J., Saladin, M. E., & Gregory, C. M. (2023) · Molecular Psychiatry · doi:10.1038/s41380-022-01819-w · Cited by 176 · see citing works
Serafini, G., Parisi, V. M., Aguglia, A., Amerio, A., Sampogna, G., Fiorillo, A., Pompili, M., & Amore, M. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17072393 · Cited by 172 · see citing works
“[52] supported the existence of abnormally increased IL-6 and TNF-α concentrations in CSF and brain parenchyma, together with an increased microglia activity and abnormally reduced astrocytes/oligodendrocytes markers levels in MDD.”
BackgroundPast, Present and (Foreseeable) Future of Biological Anti-TNF Alpha Therapy
Leone, G. M., Mangano, K., Petralia, M. C., Nicoletti, F., & Fagone, P. (2023) · Journal of Clinical Medicine · doi:10.3390/jcm12041630 · Cited by 171 · see citing works
Depression in Alzheimer’s Disease: Epidemiology, Mechanisms, and Treatment
Huang, Y.-Y., Gan, Y.-H., Yang, L., Cheng, W., & Yu, J.-T. (2024) · Biological Psychiatry · doi:10.1016/j.biopsych.2023.10.008 · Cited by 164 · see citing works
Inflammatory mediators in major depression and bipolar disorder
Poletti, S., Mazza, M. G., & Benedetti, F. (2024) · Translational Psychiatry · doi:10.1038/s41398-024-02921-z · Cited by 179 · see citing works
The Ketogenic Diet for Refractory Mental Illness: A Retrospective Analysis of 31 Inpatients
Danan, A., Westman, E. C., Saslow, L. R., & Ede, G. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.951376 · Cited by 151 · see citing works
Stress-induced NLRP3 inflammasome activation negatively regulates fear memory in mice
Dong, Y., Li, S., Lu, Y., Li, X., Liao, Y., Peng, Z., Li, Y., Hou, L., Yuan, Z., & Cheng, J. (2020) · Journal of Neuroinflammation · doi:10.1186/s12974-020-01842-0 · Cited by 146 · see citing works
The SARS-CoV-2 and mental health: From biological mechanisms to social consequences
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Neuroinflammation—A Crucial Factor in the Pathophysiology of Depression—A Comprehensive Review
Sălcudean, A., Bodo, C.-R., Popovici, R. A., Lica, M. M., Păcurar, M., Crăciun, R.-E., Crișan, A., ENĂTESCU, V. R., Marinescu, I. P., Cîmpian, D. M., et al. (2025) · Biomolecules · doi:10.3390/biom15040502 · Cited by 165 · see citing works
Gut-derived systemic inflammation as a driver of depression in chronic liver disease
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Novel neuroimmunologic therapeutics in depression: A clinical perspective on what we know so far
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“This increase of CSF levels of TNFα and Il-6 in depressed individuals was further corroborated by a systematic review and meta-analysis of 69 studies, which also demonstrated an increase of these two inflammatory markers in the brain parenchyma in depression (Enache et al., 2019).”
ResultThe complex interplay between depression and multimorbidity in late life: risks and pathways
Triolo, F., Harber-Aschan, L., Murri, M. B., Calderón‐Larrañaga, A., Vetrano, D. L., Sjöberg, L., Marengoni, A., & Dekhtyar, S. (2020) · Mechanisms of Ageing and Development · doi:10.1016/j.mad.2020.111383 · Cited by 136 · see citing works
“…been linked with subsequent depression and multimorbidity, with evidence pointing to the relevance of critical windows of stress in childhood, as well as over prolonged life periods (Brodbeck et al., 2018; England-Mason et al., 2018; Henchoz et al., 2019; Sinnott et al., 2015; Triolo et al., 2020).”
BackgroundPeripheral and central kynurenine pathway abnormalities in major depression
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“Increased circulating pro-inflammatory cytokines are among the most reliably observed findings in the biologicalpsychiatry of MDD (Dowlati et al., 2010; Enache et al., 2019; Köhler et al., 2017).”
Toll-Like Receptor Signaling in Depression
Figueroa‐Hall, L. K., Paulus, M. P., & Savitz, J. B. (2020) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2020.104843 · Cited by 121 · see citing works
“A number of systematic reviews and meta-analyses have shown that interleukin 6 (IL-6), IL-1β, C-reactive protein (CRP), tumor necrosis factor (TNF), and IL-1 receptor antagonist (IL-1Ra) are positively associated with MDD (Dowlati et al., 2010; Enache et al., 2019; Goldsmith et al., 2016; Haapakoski et al., 2015).”
BackgroundAiding and Abetting Anhedonia: Impact of Inflammation on the Brain and Pharmacological Implications
Lucido, M. J., Bekhbat, M., Goldsmith, D. R., Treadway, M. T., Haroon, E., Felger, J. C., & Miller, A. H. (2021) · Pharmacological Reviews · doi:10.1124/pharmrev.120.000043 · Cited by 130 · see citing works
“microglia, the immune cells of the brain (Pandey et al., 2014, 2017; Torres-Platas et al., 2014a,b; Enache et al., 2019).”
BackgroundThe immunology of stress and the impact of inflammation on the brain and behaviour
Ravi, M., Miller, A. H., & Michopoulos, V. (2021) · BJPsych Advances · doi:10.1192/bja.2020.82 · Cited by 130 · see citing works
“Increased microglia activation, the central mediators of the immune system, as assessed by PET neuroimaging, and greater expression of TNF and TLR4 in post-mortem brain tissue have also been described in individuals with depression (27).”
Blood–Brain Barrier Dysfunction in the Pathogenesis of Major Depressive Disorder
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Blood brain barrier and inflammation in depression
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Depression: Biological markers and treatment
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The molecular pathophysiology of depression and the new therapeutics
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Immuno-metabolic depression: from concept to implementation
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“This TSPO binding pattern was similar to those in patients with MDD, for which a meta-analysis reported increased TSPO expression in ACC, frontal lobe, prefrontal and temporal cortices, insula, and hippocampus when compared to healthy controls [71].”
ResultZhou, L., Xiong, J., Chai, Y.-Q., Huang, L., Tang, Z.-Y., Zhang, X., Liu, B., & Zhang, J.-T. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.933704 · Cited by 115 · see citing works
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Self-citationNeuroimmune Mechanisms Underlying Neuropathic Pain: The Potential Role of TNF-α-Necroptosis Pathway
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Inflammation as a treatment target in mood disorders: review
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Neuroinflammation, Pain and Depression: An Overview of the Main Findings
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“Neuroimaging and postmortem studies have shown an increase in mitochondrial translocator protein (tryptophan-rich sensory proteins -TSPO) in subjects with major depressive disorder (Enache et al., 2019).”
BackgroundKetamine’s effect on inflammation and kynurenine pathway in depression: A systematic review
Kopra, E. I., Mondelli, V., Pariante, C. M., & Nikkheslat, N. (2021) · Journal of Psychopharmacology · doi:10.1177/02698811211026426 · Cited by 102 · see citing works
“Increased inflammatory markers, specifically C-reactive protein (CRP), interleukin (IL)-1, IL-6, and tumornecrosis factor alpha (TNF-α), have been observed in the blood and cerebrospinal fluid (CSF) as well as in postmortem brain samples of MDD and BD patients (Enache et al., 2019; Osimo et al., 2020; Raison et al., 2…”
BackgroundSelf-citationTayab, M. A., Islam, M. N., Chowdhury, K. A. A., & Tasnim, F. M. (2022) · Biomedicine & Pharmacotherapy · doi:10.1016/j.biopha.2022.112668 · Cited by 98 · see citing works
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Sex differences in the blood–brain barrier: Implications for mental health
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“Changes in central and peripheral inflammatory mediators have been observed in MDD (Enache et al., 2019; Schiepers et al., 2005), BD (O’Brien et al.”
BackgroundSystems biology dissection of PTSD and MDD across brain regions, cell types, and blood
Daskalakis, N. P., Iatrou, A., Chatzinakos, C., Jajoo, A., Snijders, C., Wylie, D., DiPietro, C. P., Tsatsani, I., Chen, C.-Y., Pernia, C. D., et al. (2024) · Science · doi:10.1126/science.adh3707 · Cited by 99 · see citing works
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Ketogenic diet as a metabolic treatment for mental illness
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Self-citationNoteworthy perspectives on microglia in neuropsychiatric disorders
Zhu, H., Guan, A., Liu, J., Li, P., Zhang, Z., & Wang, S. (2023) · Journal of Neuroinflammation · doi:10.1186/s12974-023-02901-y · Cited by 90 · see citing works
“…in post-mortem brains of MDD individuals, may cause disruption of BBB integrity and subsequently infiltration of monocytes into the CNS, which can also display increased TSPO in PET [236]; on the other hand, microglia activation may not persist but assume a role at specific stages of MDD [235].”
BackgroundImpaired regulatory T cell control of astroglial overdrive and microglial pruning in schizophrenia
Zuelli, F. M. D. G. C., & Deakin, J. F. W. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.03.004 · Cited by 86 · see citing works
The cytokine network in the pathogenesis of major depressive disorder. Close to translation?
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Self-citationIncreased GFAP concentrations in the cerebrospinal fluid of patients with unipolar depression
Michel, M., Fiebich, B. L., Kuzior, H., Meixensberger, S., Berger, B., Maier, S., Nickel, K., Runge, K., Denzel, D., Pankratz, B., et al. (2021) · Translational Psychiatry · doi:10.1038/s41398-021-01423-6 · Cited by 79 · see citing works
Is depression the missing link between inflammatory mediators and cancer?
Polityńska, B., Pokorska, O., Wojtukiewicz, A. M., Sawicka, M., Mysliwiec, M., Honn, K. V., Tucker, S. C., & Wojtukiewicz, M. Z. (2022) · Pharmacology & Therapeutics · doi:10.1016/j.pharmthera.2022.108293 · Cited by 80 · see citing works
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Beyond the neuron: Role of non-neuronal cells in stress disorders
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Anti-inflammatory properties of commonly used psychiatric drugs
Patel, S., Keating, B. A., & Dale, R. C. (2023) · Frontiers in Neuroscience · doi:10.3389/fnins.2022.1039379 · Cited by 70 · see citing works
How Oxidative Stress Induces Depression?
Ji, N., Lei, M., Chen, Y., Tian, S., Li, C., & Zhang, B. (2023) · ASN NEURO · doi:10.1177/17590914231181037 · Cited by 82 · see citing works
“…IL-6 and TNF-α in the serum Lindqvist et al. (2017); Zou et al. (2018) Increased IL-6, TNF-α and TSPO in multiple brain subregions (ACC/PFC/hippocampus) Enache et al. (2019); Gritti et al. (2021) Behavioral therapy reduces peripheral IL-6 Ma et al. (2022) Fluoxetine reduces IL-1β, IL-6 and TNF-α…”
BackgroundGritti, D., Delvecchio, G., Ferro, A., Bressi, C., & Brambilla, P. (2021) · Journal of Affective Disorders · doi:10.1016/j.jad.2021.06.001 · Cited by 66 · see citing works
Leschik, J., Lutz, B., & Gentile, A. (2021) · International Journal of Molecular Sciences · doi:10.3390/ijms22147339 · Cited by 70 · see citing works
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Florensa-Zanuy, E., Garro-Martínez, E., Adell, A., Castro, E., Díaz, Á., Pazos, Á., MacDowell, K. S., Martín‐Hernández, D., & Pilar-Cuéllar, F. (2021) · Biochemical Pharmacology · doi:10.1016/j.bcp.2021.114433 · Cited by 68 · see citing works
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Novel rapid-acting glutamatergic modulators: Targeting the synaptic plasticity in depression
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Brain-immune crosstalk in the treatment of major depressive disorder
Branchi, I., Poggini, S., Capuron, L., Benedetti, F., Poletti, S., Tamouza, R., Drexhage, H. A., Penninx, B. W. J. H., & Pariante, C. M. (2020) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2020.11.016 · Cited by 64 · see citing works
Self-citationThe association of child maltreatment and systemic inflammation in adulthood: A systematic review
Kerr, D. M., McDonald, J. J., & Minnis, H. (2021) · PLoS ONE · doi:10.1371/journal.pone.0243685 · Cited by 69 · see citing works
Iob, E., Lacey, R. E., & Steptoe, A. (2020) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2020.07.045 · Cited by 69 · see citing works
“Meta-analyses of the literature have indicated that depressed individuals tend to have elevated concentrations of various inflammatory markers, both peripherally and in the brain (Haapakoski et al., 2015; Enache et al., 2019).”
BackgroundLongitudinal relationships of cytokines, depression and anhedonia in depressed adolescents
Rengasamy, M. L., Marsland, A. L., McClain, L. L., Kovats, T., Walko, T. D., Pan, L. A., & Price, R. B. (2020) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2020.09.004 · Cited by 65 · see citing works
“Several meta-analyses in adults have robustly demonstrated cross-sectional elevations of proinflammatory cytokines in depressed individuals as compared to healthy controls, most consistently the cytokines interleukin-6 (IL-6) and tumor necrosis factor alpha (TNFα) (Osimo et al., 2020; Dowlati et al., 2010; Enache et a…”
BackgroundAdvancing an Inflammatory Subtype of Major Depression
Miller, A. H. (2025) · American Journal of Psychiatry · doi:10.1176/appi.ajp.20250289 · Cited by 88 · see citing works
“Evidence of increased inflammation is also found in postmortem brain samples of patients with depression, including increased levels of inflammatory signaling molecules in brain parenchyma (8) and the presence of macrophages and activated microglia (9) (the immune cells of the brain), as well as increased levels of in…”
Cheng, J., Chen, M., Wan, H., Chen, X., Li, C., Zhu, J., Liu, Q., Xu, G., & Yi, L. (2021) · Journal of Ethnopharmacology · doi:10.1016/j.jep.2021.114046 · Cited by 66 · see citing works
Potential Role of Curcumin for the Treatment of Major Depressive Disorder
Lopresti, A. L. (2022) · CNS Drugs · doi:10.1007/s40263-022-00901-9 · Cited by 69 · see citing works
Remodeling of microbiota gut-brain axis using psychobiotics in depression
Palepu, M. S. K., & Dandekar, M. P. (2022) · European Journal of Pharmacology · doi:10.1016/j.ejphar.2022.175171 · Cited by 59 · see citing works
Inflammation, stress and depression: An exploration of ketamine’s therapeutic profile
Johnston, J. N., Greenwald, M. S., Henter, I. D., Kraus, C., Mkrtchian, A., Clark, N. G., Park, L. T., Gold, P. W., Zarate, C. A., & Kadriu, B. (2023) · Drug Discovery Today · doi:10.1016/j.drudis.2023.103518 · Cited by 66 · see citing works
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Inflammation-Related Changes in Mood Disorders and the Immunomodulatory Role of Lithium
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“Recent studies have described the effect of an elevated expression of TSPO and VDAC on both gene and protein levels in the group of BD and MDD patients, as compared to controls [40,75,76].”
ResultSickness behaviour and depression: An updated model of peripheral-central immunity interactions
Turkheimer, F., Veronese, M., Mondelli, V., Cash, D., & Pariante, C. M. (2023) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2023.03.031 · Cited by 66 · see citing works
“, 2009) but results in MDD were mixed with 2/3 of the studies reporting reductions or no-change of IL-6 and TNF- concentrations and the remaining registering moderate increases (Enache et al., 2019).”
ResultSelf-citationChang, J., Jiang, T., Shan, X., Zhang, M., Li, Y. Y., Qi, X., Bian, Y., & Zhao, L. (2024) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2023.110931 · Cited by 70 · see citing works
Baune, B. T., Sampson, E., Louise, J., Hori, H., Schubert, K. O., Clark, S. R., Mills, N. T., & Fourrier, C. (2021) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2021.07.092 · Cited by 62 · see citing works
Wen, Y., Xu, J., Shen, J., Tang, Z., Li, S., Zhang, Q., Li, J., & Sun, J. (2024) · Molecular Neurobiology · doi:10.1007/s12035-023-03860-4 · Cited by 71 · see citing works
“…stimuli and adopt a proinflammatory state that produces proinflammatory cytokines, such as tumour necrosis factor-α (TNF-α), interleukin-1β (IL-1β), interleukin-6(IL-6), nitric oxide (NO), and reactive oxygen species (ROS), which are consistently upregulated in depression patients [8, 9].”
BackgroundSuleymanova, E. M. (2021) · Epilepsy & Behavior · doi:10.1016/j.yebeh.2021.107869 · Cited by 61 · see citing works
- Authors
- Enache, D., Pariante, C. M., & Mondelli, V.
- Affiliations
- King's College London (GB)
- National Health Service (GB)
- Corresponding author
- Mondelli, Valeria
- Venue
- Brain, Behavior, and Immunity
- Publisher
- Elsevier BV
- Published
- 2019-10
- Volume
- 81
- Pages
- 24-40
- ISSN
- 0889-1591 (ISSN-L)
- OpenAlex
- W2953025937
- Semantic Scholar
- 83e5363ffd00c2dba7a412e43a5a292f085d67ed
- Cited by
- 615
- References
- 97
- Citations by year
- 2026: 54 · 2025: 74 · 2024: 160 · 2023: 91 · 2022: 86 · 2021: 87 · 2020: 52 · 2019: 11
- FWCI
- 3.71
- Type
- journal article
- Language
- en
- Open access
- green
- kclpure.kcl.ac.uk
- Licence
- Locations
- Brain Behavior and Immunity (publishedVersion)
- PubMed (publishedVersion)
- Research Portal (King's College London) (submittedVersion, cc-by-nc-nd)
- Funders
- GlaxoSmithKline foundation
- South London and Maudsley NHS Foundation Trust
- Kingâs College London
- Svenska Läkaresällskapet (MQBF1)
- National Institute for Health Research
- Medical Research Foundation (MRF-160-0005)
- H. Lundbeck A/S
- Wellcome Trust
- Medical Research Council
- Topics
- Life Sciences › Neuroscience › Biological Psychiatry › Tryptophan and brain disorders
- Life Sciences › Neuroscience › Neurology › Neuroinflammation and Neurodegeneration Mechanisms
- Health Sciences › Medicine › Pharmacology › Treatment of Major Depression
- Keywords
- major depressive disorder, neuroinflammation, cerebrospinal fluid cytokines, interleukin-6, TNF-α, translocator protein (TSPO), positron emission tomography, microglia, astrocytes, oligodendrocytes, suicide attempters, postmortem brain, peripheral inflammation, prefrontal cortex, anterior cingulate cortex
- MeSH terms
- Astrocytes, Autopsy, Brain, Major Depressive Disorder, Female, Humans, Inflammation, Male, Oligodendroglia, Tumor Necrosis Factor-alpha, Biomarkers, Interleukin-6, Cytokines, Prefrontal Cortex, Microglia, Receptors, GABA, Chemokines, Positron-Emission Tomography
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Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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