Gene expression changes in the hypothalamus provide evidence for regionally-selective changes in IL-1 and microglial markers after acute stress
Abstract
Recent work from our laboratory and others has shown that certain stressors increase expression of the pro-inflammatory cytokine interleukin-1beta (IL-1) in the hypothalamus. The first goal of the following studies was to assess the impact of acute stress on other key inflammatory factors, including both cytokines and cell surface markers for immune-derived cells resident to the CNS in adult male Sprague Dawley rats exposed to intermittent footshock (80 shocks, 90 s variable ITI, 5 s each). While scattered changes in IL-6 and GFAP were observed in the hippocampus and cortex, we found the hypothalamus to be exquisitely sensitive to the effects of footshock. At the level of the hypothalamus, mRNA for IL-1 and CD14 were significantly increased, while at the same time CD200R mRNA was significantly decreased. A subsequent experiment demonstrated that propranolol (20mg/kg i.p.) blocked the increase in IL-1 and CD14 mRNA observed in the hypothalamus, while the decrease in CD200R was unaffected by propranolol. Interestingly, inhibition of glucocorticoid synthesis via injection of metyrapone (50mg/kg s.c.) plus aminoglutethimide (100mg/kg s.c.) increased basal IL-1 mRNA and augmented IL-1 and CD14 expression provoked by footshock. Injection of minocycline, a putative microglial inhibitor, blocked the IL-1 response to footshock, while CD14 and CD200R were unaffected. Together, these gene expression changes (i) provide compelling evidence that stress may provoke neuroinflammatory changes that extend well beyond isolated changes in a single cytokine; (ii) suggest opposing roles for classic stress-responsive factors (norepinephrine and corticosterone) in the modulation of stress-related neuroinflammation; (iii) indicate microglia within the hypothalamus may be key players in stress-related neuroinflammation; and (iv) provide a potential mechanism (increased CD14) by which acute stress primes reactivity to later immune challenge.
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Restraint stress and other physical stressors induce inflammatory mediators, reduce immunoregulatory proteins, and trigger microglia proliferation in the rodent brain.
“In support of this hypothesis, restraint stress and other physical stressors were shown to induce inflammatory mediators (e.g., iNOS, TNF-α, COX-2, PGE2, IL-1β, and CD14), reduce immunoregulatory proteins (e.g., CD200R) and trigger microglia proliferation in the rodent brain (147–152).”
From The HPA – Immune Axis and the Immunomodulatory Actions of Glucocorticoids in the Brain (2014) · cites this paper as [147]
Cites
Analysis of Relative Gene Expression Data Using Real-Time Quantitative PCR and the 2−ΔΔCT Method
Livak, K. J., & Schmittgen, T. D. (2001) · Methods · doi:10.1006/meth.2001.1262 · Cited by 180,860 · see citing works
A new mathematical model for relative quantification in real-time RT-PCR
Pfaffl, M. W. (2001) · Nucleic Acids Research · doi:10.1093/nar/29.9.e45 · Cited by 34,610 · see citing works
Hypothalamic integration: organization of the paraventricular and supraoptic nuclei
Swanson, L. W., & Sawchenko, P. E. (1983) · Annual Review of Neuroscience · doi:10.1146/annurev.ne.06.030183.001413 · Cited by 1,991 · see citing works
Streit, W. J., Walter, S. A., & Pennell, N. A. (1999) · Progress in Neurobiology · doi:10.1016/s0301-0082(98)00069-0 · Cited by 1,096 · see citing works
Stress Hormones, Proinflammatory and Antiinflammatory Cytokines, and Autoimmunity
ELENKOV, I. J., & CHROUSOS, G. P. (2002) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.2002.tb04229.x · Cited by 983 · see citing works
Microglia as neuroprotective, immunocompetent cells of the CNS
Streit, W. J. (2002) · Glia · doi:10.1002/glia.10154 · Cited by 919 · see citing works
Role of Microglia in Central Nervous System Infections
Rock, R. B., Gekker, G., Hu, S., Sheng, W. S., Cheeran, M., Lokensgard, J. R., & Peterson, P. K. (2004) · Clinical Microbiology Reviews · doi:10.1128/cmr.17.4.942-964.2004 · Cited by 723 · see citing works
Sawchenko, P. E., & Swanson, L. W. (1981) · Science · doi:10.1126/science.7292008 · Cited by 590 · see citing works
Frank, M. G., Baratta, M. V., Sprunger, D. B., Watkins, L. R., & Maier, S. F. (2007) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2006.03.005 · Cited by 578 · see citing works
An inflammatory review of glucocorticoid actions in the CNS
Sorrells, S. F., & Sapolsky, R. M. (2006) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2006.11.006 · Cited by 461 · see citing works
Exposure to Acute Stress Induces Brain Interleukin-1β Protein in the Rat
Nguyen, K. T., Deak, T., Owens, S. M., Kohno, T., Fleshner, M., Watkins, L. R., & Maier, S. F. (1998) · The Journal of Neuroscience · doi:10.1523/jneurosci.18-06-02239.1998 · Cited by 460 · see citing works
Self-citationCytokines as mediators of depression: what can we learn from animal studies?
Dunn, A. J., Swiergiel, A. H., & Beaurepaire, R. D. (2005) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2005.03.023 · Cited by 459 · see citing works
Catecholamines mediate stress-induced increases in peripheral and central inflammatory cytokines
Johnson, J. D., Campisi, J., Sharkey, C. M., Kennedy, S. L., Nickerson, M., Greenwood, B. N., & Fleshner, M. (2005) · Neuroscience · doi:10.1016/j.neuroscience.2005.06.090 · Cited by 424 · see citing works
CD200 and membrane protein interactions in the control of myeloid cells
Barclay, A. N., Wright, G. J., Brooke, G. P., & Brown, M. H. (2002) · Trends in Immunology · doi:10.1016/s1471-4906(02)02223-8 · Cited by 416 · see citing works
Steroid hormone receptor expression and function in microglia
Sierra, A., Gottfried‐Blackmore, A., Milner, T. A., McEwen, B. S., & Bulloch, K. (2008) · Glia · doi:10.1002/glia.20644 · Cited by 405 · see citing works
Nair, A., & Bonneau, R. H. (2006) · Journal of Neuroimmunology · doi:10.1016/j.jneuroim.2005.09.012 · Cited by 392 · see citing works
mRNA up-regulation of MHC II and pivotal pro-inflammatory genes in normal brain aging
Frank, M. G., Barrientos, R. M., Biedenkapp, J. C., Rudy, J. W., Watkins, L. R., & Maier, S. F. (2006) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2005.03.013 · Cited by 327 · see citing works
Regulation of the HPA axis by cytokines.
Turnbull, A. V., & Rivier, C. (1995) · Brain, Behavior, and Immunity · doi:10.1006/brbi.1995.1026 · Cited by 289 · see citing works
Prior Stressor Exposure Sensitizes LPS-Induced Cytokine Production
Johnson, J. D., O'Connor, K. A., Deak, T., Stark, M., Watkins, L. R., & Maier, S. F. (2002) · Brain, Behavior, and Immunity · doi:10.1006/brbi.2001.0638 · Cited by 270 · see citing works
Rizzi, M., Perego, C., Aliprandi, M., Richichi, C., Ravizza, T., Colella, D., Velíšková, J., Moshé, S., Simoni, M. D., & Vezzani, A. (2003) · Neurobiology of Disease · doi:10.1016/j.nbd.2003.08.001 · Cited by 260 · see citing works
Immobilization stress induces interleukin-1β mRNA in the rat hypothalamus
Minami, M., Kuraishi, Y., Yamaguchi, T., Nakai, S., Hirai, Y., & Satoh, M. (1991) · Neuroscience Letters · doi:10.1016/0304-3940(91)90944-o · Cited by 258 · see citing works
Plotsky, P. M., & Sawchenko, P. E. (1987) · Endocrinology · doi:10.1210/endo-120-4-1361 · Cited by 250 · see citing works
Peripheral and central proinflammatory cytokine response to a severe acute stressor
O'Connor, K. A., Johnson, J. D., Hansen, M. K., Wieseler Frank, J. L., Maksimova, E., Watkins, L. R., & Maier, S. F. (2003) · Brain Research · doi:10.1016/j.brainres.2003.08.006 · Cited by 247 · see citing works
Shintani, F., Nakaki, T., Kanba, S., Sato, K., Yagi, G., Shiozawa, M., Aiso, S., Kato, R., & Asai, M. (1995) · Journal of Neuroscience · doi:10.1523/jneurosci.15-03-01961.1995 · Cited by 245 · see citing works
Molecular Mechanisms of CD200 Inhibition of Mast Cell Activation
Zhang, S., Cherwinski, H. M., Sedgwick, J. D., & Phillips, J. H. (2004) · The Journal of Immunology · doi:10.4049/jimmunol.173.11.6786 · Cited by 242 · see citing works
Regulating Factors for Microglial Activation.
Nakamura, Y. (2002) · Biological and Pharmaceutical Bulletin · doi:10.1248/bpb.25.945 · Cited by 241 · see citing works
Sugama, S., Fujita, M., Hashimoto, M., & Conti, B. (2007) · Neuroscience · doi:10.1016/j.neuroscience.2007.02.043 · Cited by 216 · see citing works
Mori, K., Ozaki, E., Zhang, B., Yang, L., Yokoyama, A., Takeda, I., Maeda, N., Sakanaka, M., & Tanaka, J. (2002) · Neuropharmacology · doi:10.1016/s0028-3908(02)00211-3 · Cited by 215 · see citing works
van Dam, A., Bauer, J., Tilders, F. J. H., & BERKENBOSCH, F. (1995) · Neuroscience · doi:10.1016/0306-4522(94)00549-k · Cited by 190 · see citing works
Mechanisms of sickness-induced decreases in food-motivated behavior
Kent, S., Bret-Dibat, J. L., Kelley, K. W., & Dantzer, R. (1996) · Neuroscience & Biobehavioral Reviews · doi:10.1016/0149-7634(95)00037-f · Cited by 183 · see citing works
Novel glucocorticoid effects on acute inflammation in the CNS
Dinkel, K., MacPherson, A., & Sapolsky, R. M. (2003) · Journal of Neurochemistry · doi:10.1046/j.1471-4159.2003.01604.x · Cited by 179 · see citing works
Nikodémová, M., Duncan, I. D., & Watters, J. J. (2005) · Journal of Neurochemistry · doi:10.1111/j.1471-4159.2005.03520.x · Cited by 176 · see citing works
Blandino, P., Barnum, C. J., & Terrence Deak, B. (2006) · Journal of Neuroimmunology · doi:10.1016/j.jneuroim.2005.11.021 · Cited by 175 · see citing works
Self-citationCytokines in neurodegeneration and repair
Rothwell, N. J., & Strijbos, P. J. L. M. (1995) · International Journal of Developmental Neuroscience · doi:10.1016/0736-5748(95)00018-c · Cited by 163 · see citing works
Li, Y.-F., Jackson, K., Stern, J. E., Rabeler, B., & Patel, K. P. (2006) · American Journal of Physiology-Heart and Circulatory Physiology · doi:10.1152/ajpheart.00625.2005 · Cited by 152 · see citing works
Nguyen, K. T., Deak, T., Will, M. J., Hansen, M. K., Hunsaker, B. N., Fleshner, M., Watkins, L. R., & Maier, S. F. (2000) · Brain Research · doi:10.1016/s0006-8993(99)02443-9 · Cited by 143 · see citing works
Self-citationStress-induced increases in hypothalamic IL-1: a systematic analysis of multiple stressor paradigms
Terrence Deak, B., Bordner, K. A., McElderry, N. K., Barnum, C. J., Blandino, P., Deak, M. M., & Tammariello, S. P. (2004) · Brain Research Bulletin · doi:10.1016/j.brainresbull.2004.11.003 · Cited by 143 · see citing works
Self-citationChemical adrenalectomy reduces hippocampal damage induced by kainic acid
Stein, B. A., & Sapolsky, R. M. (1988) · Brain Research · doi:10.1016/0006-8993(88)90332-0 · Cited by 123 · see citing works
Prior stressor exposure primes the HPA axis
Johnson, J. D., O'Connor, K. A., Deak, T., Spencer, R. L., Watkins, L. R., & Maier, S. F. (2002) · Psychoneuroendocrinology · doi:10.1016/s0306-4530(01)00057-9 · Cited by 110 · see citing works
Self-citationIs the CD200/CD200 Receptor Interaction More Than Just a Myeloid Cell Inhibitory Signal?
Minas, K., & Liversidge, J. (2006) · Critical Reviews in Immunology · doi:10.1615/critrevimmunol.v26.i3.20 · Cited by 103 · see citing works
García-Bueno, B., Madrigal, J. L. M., Pérez-Nievas, B. G., & Leza, J. C. (2008) · Endocrinology · doi:10.1210/en.2007-0482 · Cited by 97 · see citing works
Exposure to forced swim stress does not alter central production of IL-1
Terrence Deak, B., Bellamy, C., & D’Agostino, L. G. (2003) · Brain Research · doi:10.1016/s0006-8993(03)02485-5 · Cited by 94 · see citing works
Nadeau, S., & Rivest, S. (2002) · The Journal of Immunology · doi:10.4049/jimmunol.169.6.3370 · Cited by 94 · see citing works
Plata‐Saláman, C. R., Ilyin, S. E., Turrin, N. P., Gayle, D. A., Flynn, M. C., Bedard, T., Merali, Z., & Anisman, H. (2000) · Brain Research Bulletin · doi:10.1016/s0361-9230(99)00204-x · Cited by 84 · see citing works
Jonas, M., & Cunha, B. A. (1982) · Therapeutic Drug Monitoring · doi:10.1097/00007691-198206000-00002 · Cited by 73 · see citing works
Hennessy, M. B., Terrence Deak, B., & Schiml‐Webb, P. A. (2001) · Developmental Psychobiology · doi:10.1002/dev.1031 · Cited by 66 · see citing works
Kwon, M., Seo, Y., Lee, J.-K., Lee, H., Jung, J., Jang, J.-E., Park, S., & Suh, H. (2007) · Neuroscience Letters · doi:10.1016/j.neulet.2007.11.006 · Cited by 65 · see citing works
Krueger, J. M., & Majde, J. A. (2009) · International Archives of Allergy and Immunology · doi:10.1159/000236827 · Cited by 64 · cited 2× · see citing works
“Pro-inflammatory cytokines in the central nervous system play a prevalent role in a wide variety of physiological processes such as sleep onset (Krueger and Karnovsky, 1995; Krueger and Majde, 1995), the development of sickness behaviors (Kent et al.”
Tomozawa, Y., Yabuuchi, K., Inoue, T., & Satoh, M. (1995) · Neuroscience Research · doi:10.1016/0168-0102(95)00922-g · Cited by 57 · see citing works
Johnson, J. D., Cortez, V. A., Kennedy, S. L., Foley, T. E., Hanson, H., & Fleshner, M. (2008) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2008.03.007 · Cited by 56 · see citing works
Der-Avakian, A., Will, M. J., Bland, S. T., Deak, T., Nguyen, K. T., Schmid, M. J., Spencer, R. L., Watkins, L. R., & Maier, S. F. (2005) · Psychopharmacology · doi:10.1007/s00213-004-2041-1 · Cited by 47 · see citing works
Self-citationGlial localization of adenylate-cyclase-coupled β-adrenoreceptors in rat forebrain slices
Stone, E. A., Sessler, F. M., & Weimin, L. (1990) · Brain Research · doi:10.1016/0006-8993(90)91298-u · Cited by 40 · see citing works
Iwahashi, H., Takeshita, A., & Hanazawa, S. (2000) · The Journal of Immunology · doi:10.4049/jimmunol.164.10.5403 · Cited by 34 · see citing works
Sleep as a neuroimmune phenomenon: A brief historical perspective
Krueger, J. M., & Karnovsky, M. L. (1995) · Advances in Neuroimmunology · doi:10.1016/0960-5428(94)00047-r · Cited by 29 · see citing works
Terrence Deak, B. (2007) · International Journal of Comparative Psychology · doi:10.46867/ijcp.2007.20.02.14 · Cited by 25 · see citing works
β2-Adrenoceptors on the glial cells mediate the induction of interleukin-1β mRNA in the rat brain
Maruta, E., Yabuuchi, K., Nishiyori, A., Takami, S., Minami, M., & Satoh, M. (1997) · Molecular Brain Research · doi:10.1016/s0169-328x(97)00207-6 · Cited by 19 · see citing works
cAMP induces CD14 expression in murine macrophages via increased transcription
Liu, S., Morris, S. M., Nie, S., Shapiro, R. A., & Billiar, T. R. (2000) · Journal of Leukocyte Biology · doi:10.1002/jlb.67.6.894 · Cited by 13 · see citing works
Urbano, F. J., Sierra, F., Velasco, J. M., & Bu�o, W. (1997) · Glia · doi:10.1002/(sici)1098-1136(199705)20:1 · Cited by 3 · see citing works
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Kreisel, T., Frank, M. G., Licht, T., Reshef, R., Ben-Menachem-Zidon, O., Baratta, M. V., Maier, S. F., & Yirmiya, R. (2014) · Molecular Psychiatry · doi:10.1038/mp.2013.155 · Cited by 663 · see citing works
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Beumer, W., Gibney, S. M., Drexhage, R. C., Pont-Lezica, L., Doorduin, J., Klein, H. C., Steiner, J., Connor, T. J., Harkin, A., Versnel, M. A., et al. (2012) · Journal of Leukocyte Biology · doi:10.1189/jlb.0212100 · Cited by 347 · see citing works
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- Authors
- Blandino, P., Barnum, C. J., Solomon, L. G., Larish, Y., Lankow, B. S., & Deak, T.
- Affiliations
- Binghamton University (US)
- Venue
- Brain Behavior and Immunity
- Publisher
- Elsevier BV
- Published
- 2009-10
- Volume
- 23
- Issue
- 7
- Pages
- 958-968
- ISSN
- 0889-1591 (ISSN-L)
- OpenAlex
- W2133151251
- Cited by
- 137
- References
- 58
- Citations by year
- 2026: 1 · 2025: 7 · 2024: 5 · 2023: 2 · 2022: 4 · 2021: 3 · 2020: 6 · 2019: 16 · 2018: 9 · 2017: 15 · 2016: 11 · 2015: 12 · 2014: 13 · 2013: 5 · 2012: 7
- FWCI
- 3.37
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Brain Behavior and Immunity (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Science Foundation
- Hope for Depression Research Foundation
- Foundation of Hope for Research and Treatment of Mental Illness
- Topics
- Life Sciences › Neuroscience › Behavioral Neuroscience › Stress Responses and Cortisol
- Life Sciences › Neuroscience › Neurology › Neuroinflammation and Neurodegeneration Mechanisms
- Life Sciences › Neuroscience › Biological Psychiatry › Tryptophan and brain disorders
- Keywords
- acute stress, hypothalamus, neuroinflammation, IL-1β, microglia, CD14, CD200R, propranolol, metyrapone, aminoglutethimide, minocycline, norepinephrine, corticosterone, glucocorticoids, interleukin-6, glial fibrillary acidic protein, footshock
- MeSH terms
- Adrenergic beta-Antagonists, Analysis of Variance, Animals, Cerebral Cortex, Corticosterone, Electroshock, Enzyme Inhibitors, Hippocampus, Hypothalamus, Interleukin-1, Male, Metyrapone, Minocycline, Neurons, Propranolol, Radioimmunoassay, Receptors, Adrenergic, beta, RNA, Messenger, Stress, Physiological, Gene Expression, Rats, Sprague-Dawley, Microglia, Lipopolysaccharide Receptors, Reverse Transcriptase Polymerase Chain Reaction, Rats
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