Skip to main content
Top
Published in: Journal of NeuroVirology 1/2011

Open Access 01-02-2011

Chemokines in cerebrospinal fluid correlate with cerebral metabolite patterns in HIV-infected individuals

Authors: Scott L. Letendre, Jialin C. Zheng, Marcus Kaul, Constantin T. Yiannoutsos, Ronald J. Ellis, Michael J. Taylor, Jennifer Marquie-Beck, Bradford Navia, for the HIV Neuroimaging Consortium

Published in: Journal of NeuroVirology | Issue 1/2011

Login to get access

Abstract

Chemokines influence HIV neuropathogenesis by affecting the HIV life cycle, trafficking of macrophages into the nervous system, glial activation, and neuronal signaling and repair processes; however, knowledge of their relationship to in vivo measures of cerebral injury is limited. The primary objective of this study was to determine the relationship between a panel of chemokines in cerebrospinal fluid (CSF) and cerebral metabolites measured by proton magnetic resonance spectroscopy (MRS) in a cohort of HIV-infected individuals. One hundred seventy-one stored CSF specimens were assayed from HIV-infected individuals who were enrolled in two ACTG studies that evaluated the relationship between neuropsychological performance and cerebral metabolites. Concentrations of six chemokines (fractalkine, IL-8, IP-10, MCP-1, MIP-1β, and SDF-1) were measured and compared with cerebral metabolites individually and as composite neuronal, basal ganglia, and inflammatory patterns. IP-10 and MCP-1 were the chemokines most strongly associated with individual cerebral metabolites. Specifically, (1) higher IP-10 levels correlated with lower N-acetyl aspartate (NAA)/creatine (Cr) ratios in the frontal white matter and higher MI/Cr ratios in all three brain regions considered and (2) higher MCP-1 levels correlated with lower NAA/Cr ratios in frontal white matter and the parietal cortex. IP-10, MCP-1, and IL-8 had the strongest associations with patterns of cerebral metabolites. In particular, higher levels of IP-10 correlated with lower neuronal pattern scores and higher basal ganglia and inflammatory pattern scores, the same pattern which has been associated with HIV-associated neurocognitive disorders (HAND). Subgroup analysis indicated that the effects of IP-10 and IL-8 were influenced by effective antiretroviral therapy and that memantine treatment may mitigate the neuronal effects of IP-10. This study supports the role of chemokines in HAND and the validity of MRS as an assessment tool. In particular, the findings identify relationships between the immune response—particularly an interferon-inducible chemokine, IP-10—and cerebral metabolites and suggest that antiretroviral therapy and memantine modify the impact of the immune response on neurons.
Literature
go back to reference Alkhatib G, Combadiere C, Broder CC, Feng Y, Kennedy PE, Murphy PM et al (1996) CC CKR5: a RANTES, MIP-1alpha, MIP-1beta receptor as a fusion cofactor for macrophage-tropic HIV-1. Science 272(5270):1955–1958CrossRefPubMed Alkhatib G, Combadiere C, Broder CC, Feng Y, Kennedy PE, Murphy PM et al (1996) CC CKR5: a RANTES, MIP-1alpha, MIP-1beta receptor as a fusion cofactor for macrophage-tropic HIV-1. Science 272(5270):1955–1958CrossRefPubMed
go back to reference Andersson J, Fehniger TE, Patterson BK, Pottage J, Agnoli M, Jones P et al (1998) Early reduction of immune activation in lymphoid tissue following highly active HIV therapy. AIDS 12(11):F123–F129CrossRefPubMed Andersson J, Fehniger TE, Patterson BK, Pottage J, Agnoli M, Jones P et al (1998) Early reduction of immune activation in lymphoid tissue following highly active HIV therapy. AIDS 12(11):F123–F129CrossRefPubMed
go back to reference Asensio VC, Maier J, Milner R, Boztug K, Kincaid C, Moulard M et al (2001) Interferon-independent, human immunodeficiency virus type 1 gp120-mediated induction of CXCL10/IP-10 gene expression by astrocytes in vivo and in vitro. J Virol 75(15):7067–7077CrossRefPubMed Asensio VC, Maier J, Milner R, Boztug K, Kincaid C, Moulard M et al (2001) Interferon-independent, human immunodeficiency virus type 1 gp120-mediated induction of CXCL10/IP-10 gene expression by astrocytes in vivo and in vitro. J Virol 75(15):7067–7077CrossRefPubMed
go back to reference Bajetto A, Bonavia R, Barbero S, Florio T, Schettini G (2001) Chemokines and their receptors in the central nervous system. Front Neuroendocrinol 22(3):147–184CrossRefPubMed Bajetto A, Bonavia R, Barbero S, Florio T, Schettini G (2001) Chemokines and their receptors in the central nervous system. Front Neuroendocrinol 22(3):147–184CrossRefPubMed
go back to reference Bland JM, Altman DG (1995) Calculating correlation coefficients with repeated observations: part 1—correlation within subjects. BMJ 310(6977):446PubMed Bland JM, Altman DG (1995) Calculating correlation coefficients with repeated observations: part 1—correlation within subjects. BMJ 310(6977):446PubMed
go back to reference Campbell IL, Krucker T, Steffensen S, Akwa Y, Powell HC, Lane T et al (1999) Structural and functional neuropathology in transgenic mice with CNS expression of IFN-alpha. Brain Res 835(1):46–61CrossRefPubMed Campbell IL, Krucker T, Steffensen S, Akwa Y, Powell HC, Lane T et al (1999) Structural and functional neuropathology in transgenic mice with CNS expression of IFN-alpha. Brain Res 835(1):46–61CrossRefPubMed
go back to reference Chang L, Ernst T, St Hillaire C, Conant K (2004) Antiretroviral treatment alters relationship between MCP-1 and neurometabolites in HIV patients. Antivir Ther 9(3):431–440PubMed Chang L, Ernst T, St Hillaire C, Conant K (2004) Antiretroviral treatment alters relationship between MCP-1 and neurometabolites in HIV patients. Antivir Ther 9(3):431–440PubMed
go back to reference Deng H, Liu R, Ellmeier W, Choe S, Unutmaz D, Burkhart M et al (1996) Identification of a major co-receptor for primary isolates of HIV-1. Nature 381(6584):661–666CrossRefPubMed Deng H, Liu R, Ellmeier W, Choe S, Unutmaz D, Burkhart M et al (1996) Identification of a major co-receptor for primary isolates of HIV-1. Nature 381(6584):661–666CrossRefPubMed
go back to reference Dragic T, Litwin V, Allaway GP, Martin SR, Huang Y, Nagashima KA et al (1996) HIV-1 entry into CD4+ cells is mediated by the chemokine receptor CC-CKR-5. Nature 381(6584):667–673CrossRefPubMed Dragic T, Litwin V, Allaway GP, Martin SR, Huang Y, Nagashima KA et al (1996) HIV-1 entry into CD4+ cells is mediated by the chemokine receptor CC-CKR-5. Nature 381(6584):667–673CrossRefPubMed
go back to reference Erichsen D, Lopez AL, Peng H, Niemann D, Williams C, Bauer M, Morgello S, Cotter RL, Ryan LA, Ghorpade A, Gendelman HE, Zheng J (2003) Neuronal injury induced fractalkine production: relevance to HIV-1 associated dementia. J Neuroimmunol 138:144–155CrossRefPubMed Erichsen D, Lopez AL, Peng H, Niemann D, Williams C, Bauer M, Morgello S, Cotter RL, Ryan LA, Ghorpade A, Gendelman HE, Zheng J (2003) Neuronal injury induced fractalkine production: relevance to HIV-1 associated dementia. J Neuroimmunol 138:144–155CrossRefPubMed
go back to reference Eugenin EA, D’Aversa TG, Lopez L, Calderon TM, Berman JW (2003) MCP-1 (CCL2) protects human neurons and astrocytes from NMDA or HIV-tat-induced apoptosis. J Neurochem 85(5):1299–1311CrossRefPubMed Eugenin EA, D’Aversa TG, Lopez L, Calderon TM, Berman JW (2003) MCP-1 (CCL2) protects human neurons and astrocytes from NMDA or HIV-tat-induced apoptosis. J Neurochem 85(5):1299–1311CrossRefPubMed
go back to reference Feng Y, Broder CC, Kennedy PE, Berger EA (1996) HIV-1 entry cofactor: functional cDNA cloning of a seven-transmembrane, G protein-coupled receptor. Science 272(5263):872–877CrossRefPubMed Feng Y, Broder CC, Kennedy PE, Berger EA (1996) HIV-1 entry cofactor: functional cDNA cloning of a seven-transmembrane, G protein-coupled receptor. Science 272(5263):872–877CrossRefPubMed
go back to reference Gabuzda D, He J, Ohagen A, Vallat AV (1998) Chemokine receptors in HIV-1 infection of the central nervous system. Semin Immunol 10(3):203–213CrossRefPubMed Gabuzda D, He J, Ohagen A, Vallat AV (1998) Chemokine receptors in HIV-1 infection of the central nervous system. Semin Immunol 10(3):203–213CrossRefPubMed
go back to reference Gisolf EH, van Praag RM, Jurriaans S, Portegies P, Goudsmit J, Danner SA et al (2000) Increasing cerebrospinal fluid chemokine concentrations despite undetectable cerebrospinal fluid HIV RNA in HIV-1-infected patients receiving antiretroviral therapy. J Acquir Immune Defic Syndr 25(5):426–433CrossRefPubMed Gisolf EH, van Praag RM, Jurriaans S, Portegies P, Goudsmit J, Danner SA et al (2000) Increasing cerebrospinal fluid chemokine concentrations despite undetectable cerebrospinal fluid HIV RNA in HIV-1-infected patients receiving antiretroviral therapy. J Acquir Immune Defic Syndr 25(5):426–433CrossRefPubMed
go back to reference Gonzalez E, Rovin BH, Sen L, Cooke G, Dhanda R, Mummidi S et al (2002) HIV-1 infection and AIDS dementia are influenced by a mutant MCP-1 allele linked to increased monocyte infiltration of tissues and MCP-1 levels. Proc Natl Acad Sci USA 99(21):13795–13800CrossRefPubMed Gonzalez E, Rovin BH, Sen L, Cooke G, Dhanda R, Mummidi S et al (2002) HIV-1 infection and AIDS dementia are influenced by a mutant MCP-1 allele linked to increased monocyte infiltration of tissues and MCP-1 levels. Proc Natl Acad Sci USA 99(21):13795–13800CrossRefPubMed
go back to reference Gonzalez E, Kulkarni H, Bolivar H, Mangano A, Sanchez R, Catano G et al (2005) The influence of CCL3L1 gene-containing segmental duplications on HIV-1/AIDS susceptibility. Science 307(5714):1434–1440CrossRefPubMed Gonzalez E, Kulkarni H, Bolivar H, Mangano A, Sanchez R, Catano G et al (2005) The influence of CCL3L1 gene-containing segmental duplications on HIV-1/AIDS susceptibility. Science 307(5714):1434–1440CrossRefPubMed
go back to reference Gonzalez-Scarano F, Martin-Garcia J (2005) The neuropathogenesis of AIDS. Nat Rev Immunol 5(1):69–81CrossRefPubMed Gonzalez-Scarano F, Martin-Garcia J (2005) The neuropathogenesis of AIDS. Nat Rev Immunol 5(1):69–81CrossRefPubMed
go back to reference Kaul M, Zheng J, Okamoto S, Gendelman HE, Lipton SA (2005) HIV-1 infection and AIDS: consequences for the central nervous system. Cell Death Differ 12(Suppl 1):878–892CrossRefPubMed Kaul M, Zheng J, Okamoto S, Gendelman HE, Lipton SA (2005) HIV-1 infection and AIDS: consequences for the central nervous system. Cell Death Differ 12(Suppl 1):878–892CrossRefPubMed
go back to reference Kelder W, McArthur JC, Nance-Sproson T, McClernon D, Griffin DE (1998) Beta-chemokines MCP-1 and RANTES are selectively increased in cerebrospinal fluid of patients with human immunodeficiency virus-associated dementia. Ann Neurol 44(5):831–835CrossRefPubMed Kelder W, McArthur JC, Nance-Sproson T, McClernon D, Griffin DE (1998) Beta-chemokines MCP-1 and RANTES are selectively increased in cerebrospinal fluid of patients with human immunodeficiency virus-associated dementia. Ann Neurol 44(5):831–835CrossRefPubMed
go back to reference Kolb SA, Sporer B, Lahrtz F, Koedel U, Pfister HW, Fontana A (1999) Identification of a T cell chemotactic factor in the cerebrospinal fluid of HIV-1-infected individuals as interferon-gamma inducible protein 10. J Neuroimmunol 93(1–2):172–181CrossRefPubMed Kolb SA, Sporer B, Lahrtz F, Koedel U, Pfister HW, Fontana A (1999) Identification of a T cell chemotactic factor in the cerebrospinal fluid of HIV-1-infected individuals as interferon-gamma inducible protein 10. J Neuroimmunol 93(1–2):172–181CrossRefPubMed
go back to reference Kutsch O, Oh J, Nath A, Benveniste EN (2000) Induction of the chemokines interleukin-8 and IP-10 by human immunodeficiency virus type 1 tat in astrocytes. J Virol 74(19):9214–9221CrossRefPubMed Kutsch O, Oh J, Nath A, Benveniste EN (2000) Induction of the chemokines interleukin-8 and IP-10 by human immunodeficiency virus type 1 tat in astrocytes. J Virol 74(19):9214–9221CrossRefPubMed
go back to reference Lane BR, King SR, Bock PJ, Strieter RM, Coffey MJ, Markovitz DM (2003) The C-X-C chemokine IP-10 stimulates HIV-1 replication. Virology 307(1):122–134CrossRefPubMed Lane BR, King SR, Bock PJ, Strieter RM, Coffey MJ, Markovitz DM (2003) The C-X-C chemokine IP-10 stimulates HIV-1 replication. Virology 307(1):122–134CrossRefPubMed
go back to reference Lee PL, Yiannoutsos CT, Ernst T, Chang L, Marra CM, Jarvik JG et al (2003) A multi-center 1H MRS study of the AIDS dementia complex: validation and preliminary analysis. J Magn Reson Imaging 17(6):625–633CrossRefPubMed Lee PL, Yiannoutsos CT, Ernst T, Chang L, Marra CM, Jarvik JG et al (2003) A multi-center 1H MRS study of the AIDS dementia complex: validation and preliminary analysis. J Magn Reson Imaging 17(6):625–633CrossRefPubMed
go back to reference Letendre SL (2005) The effects of antiretroviral therapy on viral and non-viral markers in cerebrospinal fluid. In: Gendelman HE, Grant I, Everall IP, Lipton SA, Swindells S (eds) The neurology of AIDS, 2nd edn. Oxford University Press, New York, pp 617–627 Letendre SL (2005) The effects of antiretroviral therapy on viral and non-viral markers in cerebrospinal fluid. In: Gendelman HE, Grant I, Everall IP, Lipton SA, Swindells S (eds) The neurology of AIDS, 2nd edn. Oxford University Press, New York, pp 617–627
go back to reference Letendre S, Marquie-Beck J, Singh KK, de Almeida S, Zimmerman J, Spector SA et al (2004) The monocyte chemotactic protein-1–2578G allele is associated with elevated MCP-1 concentrations in cerebrospinal fluid. J Neuroimmunol 157(1–2):193–196CrossRefPubMed Letendre S, Marquie-Beck J, Singh KK, de Almeida S, Zimmerman J, Spector SA et al (2004) The monocyte chemotactic protein-1–2578G allele is associated with elevated MCP-1 concentrations in cerebrospinal fluid. J Neuroimmunol 157(1–2):193–196CrossRefPubMed
go back to reference Narumi S, Kaburaki T, Yoneyama H, Iwamura H, Kobayashi Y, Matsushima K (2002) Neutralization of IFN-inducible protein 10/CXCL10 exacerbates experimental autoimmune encephalomyelitis. Eur J Immunol 32(6):1784–1791CrossRefPubMed Narumi S, Kaburaki T, Yoneyama H, Iwamura H, Kobayashi Y, Matsushima K (2002) Neutralization of IFN-inducible protein 10/CXCL10 exacerbates experimental autoimmune encephalomyelitis. Eur J Immunol 32(6):1784–1791CrossRefPubMed
go back to reference Neville LF, Mathiak G, Bagasra O (1997) The immunobiology of interferon-gamma inducible protein 10 kD (IP-10): a novel, pleiotropic member of the C-X-C chemokine superfamily. Cytokine Growth Factor Rev 8(3):207–219CrossRefPubMed Neville LF, Mathiak G, Bagasra O (1997) The immunobiology of interferon-gamma inducible protein 10 kD (IP-10): a novel, pleiotropic member of the C-X-C chemokine superfamily. Cytokine Growth Factor Rev 8(3):207–219CrossRefPubMed
go back to reference Price RW, Sidtis JJ, Brew BJ (1991) AIDS dementia complex and HIV-1 infection: a view from the clinic. Brain Pathol 1(3):155–162CrossRefPubMed Price RW, Sidtis JJ, Brew BJ (1991) AIDS dementia complex and HIV-1 infection: a view from the clinic. Brain Pathol 1(3):155–162CrossRefPubMed
go back to reference Sanders VJ, Pittman CA, White MG, Wang G, Wiley CA, Achim CL (1998) Chemokines and receptors in HIV encephalitis. AIDS 12(9):1021–1026CrossRefPubMed Sanders VJ, Pittman CA, White MG, Wang G, Wiley CA, Achim CL (1998) Chemokines and receptors in HIV encephalitis. AIDS 12(9):1021–1026CrossRefPubMed
go back to reference Sevigny JJ, Albert SM, McDermott MP, McArthur JC, Sacktor N, Conant K et al (2004) Evaluation of HIV RNA and markers of immune activation as predictors of HIV-associated dementia. Neurology 63(11):2084–2090PubMed Sevigny JJ, Albert SM, McDermott MP, McArthur JC, Sacktor N, Conant K et al (2004) Evaluation of HIV RNA and markers of immune activation as predictors of HIV-associated dementia. Neurology 63(11):2084–2090PubMed
go back to reference Sui Y, Potula R, Pinson D, Adany I, Li Z, Day J et al (2003) Microarray analysis of cytokine and chemokine genes in the brains of macaques with SHIV-encephalitis. J Med Primatol 32(4–5):229–239CrossRefPubMed Sui Y, Potula R, Pinson D, Adany I, Li Z, Day J et al (2003) Microarray analysis of cytokine and chemokine genes in the brains of macaques with SHIV-encephalitis. J Med Primatol 32(4–5):229–239CrossRefPubMed
go back to reference Taub DD, Lloyd AR, Conlon K, Wang JM, Ortaldo JR, Harada A et al (1993) Recombinant human interferon-inducible protein 10 is a chemoattractant for human monocytes and T lymphocytes and promotes T cell adhesion to endothelial cells. J Exp Med 177(6):1809–1814CrossRefPubMed Taub DD, Lloyd AR, Conlon K, Wang JM, Ortaldo JR, Harada A et al (1993) Recombinant human interferon-inducible protein 10 is a chemoattractant for human monocytes and T lymphocytes and promotes T cell adhesion to endothelial cells. J Exp Med 177(6):1809–1814CrossRefPubMed
go back to reference Weiss JM, Nath A, Major EO, Berman JW (1999) HIV-1 Tat induces monocyte chemoattractant protein-1-mediated monocyte transmigration across a model of the human blood–brain barrier and up-regulates CCR5 expression on human monocytes. J Immunol 163(5):2953–2959PubMed Weiss JM, Nath A, Major EO, Berman JW (1999) HIV-1 Tat induces monocyte chemoattractant protein-1-mediated monocyte transmigration across a model of the human blood–brain barrier and up-regulates CCR5 expression on human monocytes. J Immunol 163(5):2953–2959PubMed
go back to reference Yiannoutsos CT, Ernst T, Chang L, Lee PL, Richards T, Marra CM et al (2004) Regional patterns of brain metabolites in AIDS dementia complex. Neuroimage 23(3):928–935CrossRefPubMed Yiannoutsos CT, Ernst T, Chang L, Lee PL, Richards T, Marra CM et al (2004) Regional patterns of brain metabolites in AIDS dementia complex. Neuroimage 23(3):928–935CrossRefPubMed
go back to reference Zheng L, Calenoff MA, Dal Canto MC (2001) Astrocytes, not microglia, are the main cells responsible for viral persistence in Theiler’s murine encephalomyelitis virus infection leading to demyelination. J Neuroimmunol 118(2):256–267CrossRefPubMed Zheng L, Calenoff MA, Dal Canto MC (2001) Astrocytes, not microglia, are the main cells responsible for viral persistence in Theiler’s murine encephalomyelitis virus infection leading to demyelination. J Neuroimmunol 118(2):256–267CrossRefPubMed
go back to reference Zink MC, Coleman GD, Mankowski JL, Adams RJ, Tarwater PM, Fox K et al (2001) Increased macrophage chemoattractant protein-1 in cerebrospinal fluid precedes and predicts simian immunodeficiency virus encephalitis. J Infect Dis 184(8):1015–1021CrossRefPubMed Zink MC, Coleman GD, Mankowski JL, Adams RJ, Tarwater PM, Fox K et al (2001) Increased macrophage chemoattractant protein-1 in cerebrospinal fluid precedes and predicts simian immunodeficiency virus encephalitis. J Infect Dis 184(8):1015–1021CrossRefPubMed
Metadata
Title
Chemokines in cerebrospinal fluid correlate with cerebral metabolite patterns in HIV-infected individuals
Authors
Scott L. Letendre
Jialin C. Zheng
Marcus Kaul
Constantin T. Yiannoutsos
Ronald J. Ellis
Michael J. Taylor
Jennifer Marquie-Beck
Bradford Navia
for the HIV Neuroimaging Consortium
Publication date
01-02-2011
Publisher
Springer US
Published in
Journal of NeuroVirology / Issue 1/2011
Print ISSN: 1355-0284
Electronic ISSN: 1538-2443
DOI
https://doi.org/10.1007/s13365-010-0013-2

Other articles of this Issue 1/2011

Journal of NeuroVirology 1/2011 Go to the issue