Skip to main content
Top
Published in: Journal of NeuroVirology 1/2018

01-02-2018

Variability in C-reactive protein is associated with cognitive impairment in women living with and without HIV: a longitudinal study

Authors: Leah H. Rubin, Lorie Benning, Sheila M. Keating, Philip J. Norris, Jane Burke-Miller, Antonia Savarese, Krithika N. Kumanan, Saria Awadalla, Gayle Springer, Kathyrn Anastos, Mary Young, Joel Milam, Victor G. Valcour, Kathleen M. Weber, Pauline M. Maki

Published in: Journal of NeuroVirology | Issue 1/2018

Login to get access

Abstract

Despite the availability of effective antiretroviral therapies, cognitive impairment (CI) remains prevalent in HIV-infected (HIV+) individuals. Evidence from primarily cross-sectional studies, in predominantly male samples, implicates monocyte- and macrophage-driven inflammatory processes linked to HIV-associated CI. Thus, peripheral systemic inflammatory markers may be clinically useful biomarkers in tracking HIV-associated CI. Given sex differences in immune function, we focused here on whether mean and intra-individual variability in inflammatory marker-predicted CI in HIV+ and HIV− women. Seventy-two HIV+ (36 with CI) and 58 HIV− (29 with CI) propensity-matched women participating in the Women’s Interagency HIV Study completed a neuropsychological battery once between 2009 and 2011, and performance was used to determine CI status. Analysis of 13 peripheral immune markers was conducted on stored biospecimens at three time points (7 and 3.5 years before neuropsychological data collection and concurrent with data collection). HIV+ women showed alterations in 8 immune markers compared to HIV− women. The strongest predictors of CI across HIV+ and HIV− women were lower mean soluble tumor necrosis factor receptor I (sTNFRI) levels, higher mean interleukin (IL)-6 levels, and greater variability in C-reactive protein (CRP) and matrix metalloproteinase (MMP)-9 (p values < 0.05). Stratified by HIV, the only significant predictor of CI was greater variability in CRP for both HIV+ and HIV− women (p values < 0.05). This variability predicted lower executive function, attention/working memory, and psychomotor speed in HIV+ but only learning in HIV− women (p values < 0.05). Intra-individual variability in CRP levels over time may be a good predictor of CI in predominately minority low-socioeconomic status midlife women.
Appendix
Available only for authorised users
Literature
go back to reference Anderson AM, Fennema-Notestine C, Umlauf A, Taylor MJ, Clifford DB, Marra CM, Collier AC, Gelman BB, McArthur JC, McCutchan JA, Simpson DM, Morgello S, Grant I, Letendre SL (2015a) CSF biomarkers of monocyte activation and chemotaxis correlate with magnetic resonance spectroscopy metabolites during chronic HIV disease. J Neuro-Oncol 21:559–567 Anderson AM, Fennema-Notestine C, Umlauf A, Taylor MJ, Clifford DB, Marra CM, Collier AC, Gelman BB, McArthur JC, McCutchan JA, Simpson DM, Morgello S, Grant I, Letendre SL (2015a) CSF biomarkers of monocyte activation and chemotaxis correlate with magnetic resonance spectroscopy metabolites during chronic HIV disease. J Neuro-Oncol 21:559–567
go back to reference Anderson AM, Harezlak J, Bharti A, Mi D, Taylor MJ, Daar ES, Schifitto G, Zhong J, Alger JR, Brown MS, Singer EJ, Campbell TB, McMahon DD, Buchthal S, Cohen R, Yiannoutsos C, Letendre SL, Navia BA (2015b) Plasma and cerebrospinal fluid biomarkers predict cerebral injury in HIV-infected individuals on stable combination antiretroviral therapy. J Acquir Immune Defic Syndr 69:29–35CrossRefPubMedPubMedCentral Anderson AM, Harezlak J, Bharti A, Mi D, Taylor MJ, Daar ES, Schifitto G, Zhong J, Alger JR, Brown MS, Singer EJ, Campbell TB, McMahon DD, Buchthal S, Cohen R, Yiannoutsos C, Letendre SL, Navia BA (2015b) Plasma and cerebrospinal fluid biomarkers predict cerebral injury in HIV-infected individuals on stable combination antiretroviral therapy. J Acquir Immune Defic Syndr 69:29–35CrossRefPubMedPubMedCentral
go back to reference Antinori A, Arendt G, Becker JT, Brew BJ, Byrd DA, Cherner M, Clifford DB, Cinque P, Epstein LG, Goodkin K, Gisslen M, Grant I, Heaton RK, Joseph J, Marder K, Marra CM, McArthur JC, Nunn M, Price RW, Pulliam L, Robertson KR, Sacktor N, Valcour V, Wojna VE (2007) Updated research nosology for HIV-associated neurocognitive disorders. Neurology 69:1789–1799CrossRefPubMedPubMedCentral Antinori A, Arendt G, Becker JT, Brew BJ, Byrd DA, Cherner M, Clifford DB, Cinque P, Epstein LG, Goodkin K, Gisslen M, Grant I, Heaton RK, Joseph J, Marder K, Marra CM, McArthur JC, Nunn M, Price RW, Pulliam L, Robertson KR, Sacktor N, Valcour V, Wojna VE (2007) Updated research nosology for HIV-associated neurocognitive disorders. Neurology 69:1789–1799CrossRefPubMedPubMedCentral
go back to reference Avison MJ, Nath A, Greene-Avison R, Schmitt FA, Greenberg RN, Berger JR (2004) Neuroimaging correlates of HIV-associated BBB compromise. J Neuroimmunol 157:140–146CrossRefPubMed Avison MJ, Nath A, Greene-Avison R, Schmitt FA, Greenberg RN, Berger JR (2004) Neuroimaging correlates of HIV-associated BBB compromise. J Neuroimmunol 157:140–146CrossRefPubMed
go back to reference Bacon MC, von Wyl V, Alden C, Sharp G, Robison E, Hessol N, Gange S, Barranday Y, Holman S, Weber K, Young MA (2005) The Women’s Interagency HIV Study: an observational cohort brings clinical sciences to the bench. Clin Diagn Lab Immunol 12:1013–1019PubMedPubMedCentral Bacon MC, von Wyl V, Alden C, Sharp G, Robison E, Hessol N, Gange S, Barranday Y, Holman S, Weber K, Young MA (2005) The Women’s Interagency HIV Study: an observational cohort brings clinical sciences to the bench. Clin Diagn Lab Immunol 12:1013–1019PubMedPubMedCentral
go back to reference Barkan SE, Melnick SL, Preston-Martin S, Weber K, Kalish LA, Miotti P, Young M, Greenblatt R, Sacks H, Feldman J (1998) The Women’s Interagency HIV Study. WIHS Collaborative Study Group. Epidemiology 9:117–125CrossRefPubMed Barkan SE, Melnick SL, Preston-Martin S, Weber K, Kalish LA, Miotti P, Young M, Greenblatt R, Sacks H, Feldman J (1998) The Women’s Interagency HIV Study. WIHS Collaborative Study Group. Epidemiology 9:117–125CrossRefPubMed
go back to reference Bogaty P, Dagenais GR, Joseph L, Boyer L, Leblanc A, Belisle P, Brophy JM (2013) Time variability of C-reactive protein: implications for clinical risk stratification. PLoS One 8:e60759CrossRefPubMedPubMedCentral Bogaty P, Dagenais GR, Joseph L, Boyer L, Leblanc A, Belisle P, Brophy JM (2013) Time variability of C-reactive protein: implications for clinical risk stratification. PLoS One 8:e60759CrossRefPubMedPubMedCentral
go back to reference Bora A, Ubaida Mohien C, Chaerkady R, Chang L, Moxley R, Sacktor N, Haughey N, McArthur JC, Cotter R, Nath A, Graham DR (2014) Identification of putative biomarkers for HIV-associated neurocognitive impairment in the CSF of HIV-infected patients under cART therapy determined by mass spectrometry. J Neuro-Oncol 20:457–465 Bora A, Ubaida Mohien C, Chaerkady R, Chang L, Moxley R, Sacktor N, Haughey N, McArthur JC, Cotter R, Nath A, Graham DR (2014) Identification of putative biomarkers for HIV-associated neurocognitive impairment in the CSF of HIV-infected patients under cART therapy determined by mass spectrometry. J Neuro-Oncol 20:457–465
go back to reference Burdo TH, Weiffenbach A, Woods SP, Letendre S, Ellis RJ, Williams KC (2013b) Elevated sCD163 in plasma but not cerebrospinal fluid is a marker of neurocognitive impairment in HIV infection. AIDS 27:1387–1395CrossRefPubMed Burdo TH, Weiffenbach A, Woods SP, Letendre S, Ellis RJ, Williams KC (2013b) Elevated sCD163 in plasma but not cerebrospinal fluid is a marker of neurocognitive impairment in HIV infection. AIDS 27:1387–1395CrossRefPubMed
go back to reference Ciborowski P, Enose Y, Mack A, Fladseth M, Gendelman HE (2004) Diminished matrix metalloproteinase 9 secretion in human immunodeficiency virus-infected mononuclear phagocytes: modulation of innate immunity and implications for neurological disease. J Neuroimmunol 157:11–16CrossRefPubMed Ciborowski P, Enose Y, Mack A, Fladseth M, Gendelman HE (2004) Diminished matrix metalloproteinase 9 secretion in human immunodeficiency virus-infected mononuclear phagocytes: modulation of innate immunity and implications for neurological disease. J Neuroimmunol 157:11–16CrossRefPubMed
go back to reference Cohen RA, de la Monte S, Gongvatana A, Ombao H, Gonzalez B, Devlin KN, Navia B, Tashima KT (2011) Plasma cytokine concentrations associated with HIV/hepatitis C coinfection are related to attention, executive and psychomotor functioning. J Neuroimmunol 233:204–210CrossRefPubMed Cohen RA, de la Monte S, Gongvatana A, Ombao H, Gonzalez B, Devlin KN, Navia B, Tashima KT (2011) Plasma cytokine concentrations associated with HIV/hepatitis C coinfection are related to attention, executive and psychomotor functioning. J Neuroimmunol 233:204–210CrossRefPubMed
go back to reference Correia S, Cohen R, Gongvatana A, Ross S, Olchowski J, Devlin K, Tashima K, Navia B, Delamonte S (2013) Relationship of plasma cytokines and clinical biomarkers to memory performance in HIV. J Neuroimmunol 265:117–123CrossRefPubMedPubMedCentral Correia S, Cohen R, Gongvatana A, Ross S, Olchowski J, Devlin K, Tashima K, Navia B, Delamonte S (2013) Relationship of plasma cytokines and clinical biomarkers to memory performance in HIV. J Neuroimmunol 265:117–123CrossRefPubMedPubMedCentral
go back to reference Cysique LA, Heaton RK, Kamminga J, Lane T, Gates TM, Moore DM, Hubner E, Carr A, Brew BJ (2014) HIV-associated neurocognitive disorder in Australia: a case of a high-functioning and optimally treated cohort and implications for international neuroHIV research. J Neuro-Oncol 20:258–268 Cysique LA, Heaton RK, Kamminga J, Lane T, Gates TM, Moore DM, Hubner E, Carr A, Brew BJ (2014) HIV-associated neurocognitive disorder in Australia: a case of a high-functioning and optimally treated cohort and implications for international neuroHIV research. J Neuro-Oncol 20:258–268
go back to reference D'Aversa TG, Eugenin EA, Berman JW (2005) NeuroAIDS: contributions of the human immunodeficiency virus-1 proteins Tat and gp120 as well as CD40 to microglial activation. J Neurosci Res 81:436–446CrossRefPubMed D'Aversa TG, Eugenin EA, Berman JW (2005) NeuroAIDS: contributions of the human immunodeficiency virus-1 proteins Tat and gp120 as well as CD40 to microglial activation. J Neurosci Res 81:436–446CrossRefPubMed
go back to reference DeGoma EM, French B, Dunbar RL, Allison MA, Mohler ER 3rd, Budoff MJ (2012) Intraindividual variability of C-reactive protein: the Multi-Ethnic Study of Atherosclerosis. Atherosclerosis 224:274–279CrossRefPubMedPubMedCentral DeGoma EM, French B, Dunbar RL, Allison MA, Mohler ER 3rd, Budoff MJ (2012) Intraindividual variability of C-reactive protein: the Multi-Ethnic Study of Atherosclerosis. Atherosclerosis 224:274–279CrossRefPubMedPubMedCentral
go back to reference Economos A, Wright CB, Moon YP, Rundek T, Rabbani L, Paik MC, Sacco RL, Elkind MS (2013) Interleukin 6 plasma concentration associates with cognitive decline: the Northern Manhattan Study. Neuroepidemiology 40:253–259CrossRefPubMedPubMedCentral Economos A, Wright CB, Moon YP, Rundek T, Rabbani L, Paik MC, Sacco RL, Elkind MS (2013) Interleukin 6 plasma concentration associates with cognitive decline: the Northern Manhattan Study. Neuroepidemiology 40:253–259CrossRefPubMedPubMedCentral
go back to reference Eugenin EA, Clements JE, Zink MC, Berman JW (2011) Human immunodeficiency virus infection of human astrocytes disrupts blood-brain barrier integrity by a gap junction-dependent mechanism. J Neurosci 31:9456–9465CrossRefPubMedPubMedCentral Eugenin EA, Clements JE, Zink MC, Berman JW (2011) Human immunodeficiency virus infection of human astrocytes disrupts blood-brain barrier integrity by a gap junction-dependent mechanism. J Neurosci 31:9456–9465CrossRefPubMedPubMedCentral
go back to reference Failde-Garrido JM, Alvarez MR, Simon-Lopez MA (2008) Neuropsychological impairment and gender differences in HIV-1 infection. Psychiatry Clin Neurosci 62:494–502CrossRefPubMed Failde-Garrido JM, Alvarez MR, Simon-Lopez MA (2008) Neuropsychological impairment and gender differences in HIV-1 infection. Psychiatry Clin Neurosci 62:494–502CrossRefPubMed
go back to reference Haughey NJ, Mattson MP (2002) Calcium dysregulation and neuronal apoptosis by the HIV-1 proteins Tat and gp120. J Acquir Immune Defic Syndr 31(Suppl 2):S55–S61CrossRefPubMed Haughey NJ, Mattson MP (2002) Calcium dysregulation and neuronal apoptosis by the HIV-1 proteins Tat and gp120. J Acquir Immune Defic Syndr 31(Suppl 2):S55–S61CrossRefPubMed
go back to reference Heaton RK, Marcotte TD, Mindt MR, Sadek J, Moore DJ, Bentley H, McCutchan JA, Reicks C, Grant I, Group H (2004) The impact of HIV-associated neuropsychological impairment on everyday functioning. J Int Neuropsychol Soc 10:317–331CrossRefPubMed Heaton RK, Marcotte TD, Mindt MR, Sadek J, Moore DJ, Bentley H, McCutchan JA, Reicks C, Grant I, Group H (2004) The impact of HIV-associated neuropsychological impairment on everyday functioning. J Int Neuropsychol Soc 10:317–331CrossRefPubMed
go back to reference Heaton RK, Franklin DR Jr, Deutsch R, Letendre S, Ellis RJ, Casaletto K, Marquine MJ, Woods SP, Vaida F, Atkinson JH, Marcotte TD, McCutchan JA, Collier AC, Marra CM, Clifford DB, Gelman BB, Sacktor N, Morgello S, Simpson DM, Abramson I, Gamst AC, Fennema-Notestine C, Smith DM, Grant I, Group C (2015) Neurocognitive change in the era of HIV combination antiretroviral therapy: the longitudinal CHARTER study. Clin Infect Dis 60:473–480CrossRefPubMed Heaton RK, Franklin DR Jr, Deutsch R, Letendre S, Ellis RJ, Casaletto K, Marquine MJ, Woods SP, Vaida F, Atkinson JH, Marcotte TD, McCutchan JA, Collier AC, Marra CM, Clifford DB, Gelman BB, Sacktor N, Morgello S, Simpson DM, Abramson I, Gamst AC, Fennema-Notestine C, Smith DM, Grant I, Group C (2015) Neurocognitive change in the era of HIV combination antiretroviral therapy: the longitudinal CHARTER study. Clin Infect Dis 60:473–480CrossRefPubMed
go back to reference Hong S, Banks WA (2015) Role of the immune system in HIV-associated neuroinflammation and neurocognitive implications. Brain Behav Immun 45:1–12CrossRefPubMed Hong S, Banks WA (2015) Role of the immune system in HIV-associated neuroinflammation and neurocognitive implications. Brain Behav Immun 45:1–12CrossRefPubMed
go back to reference Imp BM, Rubin LH, Tien PC, Plankey MW, Golub ET, French AL, Valcour VG (2017) Monocyte activation is associated with worse cognitive performance in HIV-infected women with virologic suppression. J Infect Dis 215:114–121CrossRefPubMed Imp BM, Rubin LH, Tien PC, Plankey MW, Golub ET, French AL, Valcour VG (2017) Monocyte activation is associated with worse cognitive performance in HIV-infected women with virologic suppression. J Infect Dis 215:114–121CrossRefPubMed
go back to reference Kaul M, Garden GA, Lipton SA (2001) Pathways to neuronal injury and apoptosis in HIV-associated dementia. Nature 410:988–994CrossRefPubMed Kaul M, Garden GA, Lipton SA (2001) Pathways to neuronal injury and apoptosis in HIV-associated dementia. Nature 410:988–994CrossRefPubMed
go back to reference Keating SM, Golub ET, Nowicki M, Young M, Anastos K, Crystal H, Cohen MH, Zhang J, Greenblatt RM, Desai S, Wu S, Landay AL, Gange SJ, Norris PJ (2011) The effect of HIV infection and HAART on inflammatory biomarkers in a population-based cohort of women. AIDS 25:1823–1832CrossRefPubMedPubMedCentral Keating SM, Golub ET, Nowicki M, Young M, Anastos K, Crystal H, Cohen MH, Zhang J, Greenblatt RM, Desai S, Wu S, Landay AL, Gange SJ, Norris PJ (2011) The effect of HIV infection and HAART on inflammatory biomarkers in a population-based cohort of women. AIDS 25:1823–1832CrossRefPubMedPubMedCentral
go back to reference Klein T, Bischoff R (2011) Physiology and pathophysiology of matrix metalloproteases. Amino Acids 41:271–290CrossRefPubMed Klein T, Bischoff R (2011) Physiology and pathophysiology of matrix metalloproteases. Amino Acids 41:271–290CrossRefPubMed
go back to reference Koenig W, Sund M, Frohlich M, Lowel H, Hutchinson WL, Pepys MB (2003) Refinement of the association of serum C-reactive protein concentration and coronary heart disease risk by correction for within-subject variation over time: the MONICA Augsburg studies, 1984 and 1987. Am J Epidemiol 158:357–364CrossRefPubMed Koenig W, Sund M, Frohlich M, Lowel H, Hutchinson WL, Pepys MB (2003) Refinement of the association of serum C-reactive protein concentration and coronary heart disease risk by correction for within-subject variation over time: the MONICA Augsburg studies, 1984 and 1987. Am J Epidemiol 158:357–364CrossRefPubMed
go back to reference Kou W, Banerjee S, Eudy J, Smith LM, Persidsky R, Borgmann K, Wu L, Sakhuja N, Deshpande MS, Walseth TF, Ghorpade A (2009) CD38 regulation in activated astrocytes: implications for neuroinflammation and HIV-1 brain infection. J Neurosci Res 87:2326–2339CrossRefPubMed Kou W, Banerjee S, Eudy J, Smith LM, Persidsky R, Borgmann K, Wu L, Sakhuja N, Deshpande MS, Walseth TF, Ghorpade A (2009) CD38 regulation in activated astrocytes: implications for neuroinflammation and HIV-1 brain infection. J Neurosci Res 87:2326–2339CrossRefPubMed
go back to reference Koyama A, O'Brien J, Weuve J, Blacker D, Metti AL, Yaffe K (2013) The role of peripheral inflammatory markers in dementia and Alzheimer’s disease: a meta-analysis. J Gerontol A Biol Sci Med Sci 68:433–440CrossRefPubMed Koyama A, O'Brien J, Weuve J, Blacker D, Metti AL, Yaffe K (2013) The role of peripheral inflammatory markers in dementia and Alzheimer’s disease: a meta-analysis. J Gerontol A Biol Sci Med Sci 68:433–440CrossRefPubMed
go back to reference Ladwig KH, Marten-Mittag B, Lowel H, Doring A, Koenig W (2005) C-reactive protein, depressed mood, and the prediction of coronary heart disease in initially healthy men: results from the MONICA-KORA Augsburg Cohort Study 1984-1998. Eur Heart J 26:2537–2542CrossRefPubMed Ladwig KH, Marten-Mittag B, Lowel H, Doring A, Koenig W (2005) C-reactive protein, depressed mood, and the prediction of coronary heart disease in initially healthy men: results from the MONICA-KORA Augsburg Cohort Study 1984-1998. Eur Heart J 26:2537–2542CrossRefPubMed
go back to reference Langford D, Masliah E (2001) Crosstalk between components of the blood brain barrier and cells of the CNS in microglial activation in AIDS. Brain Pathol 11:306–312CrossRefPubMed Langford D, Masliah E (2001) Crosstalk between components of the blood brain barrier and cells of the CNS in microglial activation in AIDS. Brain Pathol 11:306–312CrossRefPubMed
go back to reference Li W, Galey D, Mattson MP, Nath A (2005) Molecular and cellular mechanisms of neuronal cell death in HIV dementia. Neurotox Res 8:119–134CrossRefPubMed Li W, Galey D, Mattson MP, Nath A (2005) Molecular and cellular mechanisms of neuronal cell death in HIV dementia. Neurotox Res 8:119–134CrossRefPubMed
go back to reference Louboutin JP, Agrawal L, Reyes BA, Van Bockstaele EJ, Strayer DS (2010) HIV-1 gp120-induced injury to the blood-brain barrier: role of metalloproteinases 2 and 9 and relationship to oxidative stress. J Neuropathol Exp Neurol 69:801–816CrossRefPubMedPubMedCentral Louboutin JP, Agrawal L, Reyes BA, Van Bockstaele EJ, Strayer DS (2010) HIV-1 gp120-induced injury to the blood-brain barrier: role of metalloproteinases 2 and 9 and relationship to oxidative stress. J Neuropathol Exp Neurol 69:801–816CrossRefPubMedPubMedCentral
go back to reference Maki PM, Rubin LH, Valcour V, Martin E, Crystal H, Young M, Weber KM, Manly J, Richardson J, Alden C, Anastos K (2015) Cognitive function in women with HIV: findings from the Women’s Interagency HIV Study. Neurology 84:231–240CrossRefPubMedPubMedCentral Maki PM, Rubin LH, Valcour V, Martin E, Crystal H, Young M, Weber KM, Manly J, Richardson J, Alden C, Anastos K (2015) Cognitive function in women with HIV: findings from the Women’s Interagency HIV Study. Neurology 84:231–240CrossRefPubMedPubMedCentral
go back to reference Martin GE, Gouillou M, Hearps AC, Angelovich TA, Cheng AC, Lynch F, Cheng WJ, Paukovics G, Palmer CS, Novak RM, Jaworowski A, Landay AL, Crowe SM (2013) Age-associated changes in monocyte and innate immune activation markers occur more rapidly in HIV infected women. PLoS One 8:e55279CrossRefPubMedPubMedCentral Martin GE, Gouillou M, Hearps AC, Angelovich TA, Cheng AC, Lynch F, Cheng WJ, Paukovics G, Palmer CS, Novak RM, Jaworowski A, Landay AL, Crowe SM (2013) Age-associated changes in monocyte and innate immune activation markers occur more rapidly in HIV infected women. PLoS One 8:e55279CrossRefPubMedPubMedCentral
go back to reference Mathad JS, Gupte N, Balagopal A, Asmuth D, Hakim J, Santos B, Riviere C, Hosseinipour M, Sugandhavesa P, Infante R, Pillay S, Cardoso SW, Mwelase N, Pawar J, Berendes S, Kumarasamy N, Andrade BB, Campbell TB, Currier JS, Cohn SE, Gupta A (2016) Sex-related differences in inflammatory and immune activation markers before and after combined antiretroviral therapy initiation. J Acquir Immune Defic Syndr 73:123–129CrossRefPubMedPubMedCentral Mathad JS, Gupte N, Balagopal A, Asmuth D, Hakim J, Santos B, Riviere C, Hosseinipour M, Sugandhavesa P, Infante R, Pillay S, Cardoso SW, Mwelase N, Pawar J, Berendes S, Kumarasamy N, Andrade BB, Campbell TB, Currier JS, Cohn SE, Gupta A (2016) Sex-related differences in inflammatory and immune activation markers before and after combined antiretroviral therapy initiation. J Acquir Immune Defic Syndr 73:123–129CrossRefPubMedPubMedCentral
go back to reference Metti AL, Yaffe K, Boudreau RM, Simonsick EM, Carnahan RM, Satterfield S, Harris TB, Ayonayon HN, Rosano C, Cauley JA (2014) Trajectories of inflammatory markers and cognitive decline over 10 years. Neurobiol Aging 35:2785–2790CrossRefPubMedPubMedCentral Metti AL, Yaffe K, Boudreau RM, Simonsick EM, Carnahan RM, Satterfield S, Harris TB, Ayonayon HN, Rosano C, Cauley JA (2014) Trajectories of inflammatory markers and cognitive decline over 10 years. Neurobiol Aging 35:2785–2790CrossRefPubMedPubMedCentral
go back to reference Muratori C, Sistigu A, Ruggiero E, Falchi M, Bacigalupo I, Palladino C, Toschi E, Federico M (2007) Macrophages transmit human immunodeficiency virus type 1 products to CD4-negative cells: involvement of matrix metalloproteinase 9. J Virol 81:9078–9087CrossRefPubMedPubMedCentral Muratori C, Sistigu A, Ruggiero E, Falchi M, Bacigalupo I, Palladino C, Toschi E, Federico M (2007) Macrophages transmit human immunodeficiency virus type 1 products to CD4-negative cells: involvement of matrix metalloproteinase 9. J Virol 81:9078–9087CrossRefPubMedPubMedCentral
go back to reference Neuhaus J, Jacobs DR Jr, Baker JV, Calmy A, Duprez D, La Rosa A, Kuller LH, Pett SL, Ristola M, Ross MJ, Shlipak MG, Tracy R, Neaton JD (2010) Markers of inflammation, coagulation, and renal function are elevated in adults with HIV infection. J Infect Dis 201:1788–1795CrossRefPubMedPubMedCentral Neuhaus J, Jacobs DR Jr, Baker JV, Calmy A, Duprez D, La Rosa A, Kuller LH, Pett SL, Ristola M, Ross MJ, Shlipak MG, Tracy R, Neaton JD (2010) Markers of inflammation, coagulation, and renal function are elevated in adults with HIV infection. J Infect Dis 201:1788–1795CrossRefPubMedPubMedCentral
go back to reference Noble JM, Manly JJ, Schupf N, Tang MX, Mayeux R, Luchsinger JA (2010) Association of C-reactive protein with cognitive impairment. Arch Neurol 67:87–92CrossRefPubMedPubMedCentral Noble JM, Manly JJ, Schupf N, Tang MX, Mayeux R, Luchsinger JA (2010) Association of C-reactive protein with cognitive impairment. Arch Neurol 67:87–92CrossRefPubMedPubMedCentral
go back to reference Puzianowska-Kuznicka M, Owczarz M, Wieczorowska-Tobis K, Nadrowski P, Chudek J, Slusarczyk P, Skalska A, Jonas M, Franek E, Mossakowska M (2016) Interleukin-6 and C-reactive protein, successful aging, and mortality: the PolSenior study. Immun Ageing 13:21CrossRefPubMedPubMedCentral Puzianowska-Kuznicka M, Owczarz M, Wieczorowska-Tobis K, Nadrowski P, Chudek J, Slusarczyk P, Skalska A, Jonas M, Franek E, Mossakowska M (2016) Interleukin-6 and C-reactive protein, successful aging, and mortality: the PolSenior study. Immun Ageing 13:21CrossRefPubMedPubMedCentral
go back to reference Roberts RO, Geda YE, Knopman DS, Boeve BF, Christianson TJ, Pankratz VS, Kullo IJ, Tangalos EG, Ivnik RJ, Petersen RC (2009) Association of C-reactive protein with mild cognitive impairment. Alzheimers Dement 5:398–405CrossRefPubMedPubMedCentral Roberts RO, Geda YE, Knopman DS, Boeve BF, Christianson TJ, Pankratz VS, Kullo IJ, Tangalos EG, Ivnik RJ, Petersen RC (2009) Association of C-reactive protein with mild cognitive impairment. Alzheimers Dement 5:398–405CrossRefPubMedPubMedCentral
go back to reference Robertson K, Fiscus S, Wilkins J, van der Horst C, Hall C (1996) Viral load and neuropsychological functioning in HIV seropositive individuals:a preliminary descriptive study. J NeuroAIDS 1:7–15PubMed Robertson K, Fiscus S, Wilkins J, van der Horst C, Hall C (1996) Viral load and neuropsychological functioning in HIV seropositive individuals:a preliminary descriptive study. J NeuroAIDS 1:7–15PubMed
go back to reference Ronsholt FF, Ullum H, Katzenstein TL, Gerstoft J, Ostrowski SR (2013) Persistent inflammation and endothelial activation in HIV-1 infected patients after 12 years of antiretroviral therapy. PLoS One 8:e65182CrossRefPubMedPubMedCentral Ronsholt FF, Ullum H, Katzenstein TL, Gerstoft J, Ostrowski SR (2013) Persistent inflammation and endothelial activation in HIV-1 infected patients after 12 years of antiretroviral therapy. PLoS One 8:e65182CrossRefPubMedPubMedCentral
go back to reference Royal W 3rd, Cherner M, Burdo TH, Umlauf A, Letendre SL, Jumare J, Abimiku A, Alabi P, Alkali N, Bwala S, Okwuasaba K, Eyzaguirre LM, Akolo C, Guo M, Williams KC, Blattner WA (2016) Associations between cognition, gender and monocyte activation among HIV infected individuals in Nigeria. PLoS One 11:e0147182CrossRefPubMedPubMedCentral Royal W 3rd, Cherner M, Burdo TH, Umlauf A, Letendre SL, Jumare J, Abimiku A, Alabi P, Alkali N, Bwala S, Okwuasaba K, Eyzaguirre LM, Akolo C, Guo M, Williams KC, Blattner WA (2016) Associations between cognition, gender and monocyte activation among HIV infected individuals in Nigeria. PLoS One 11:e0147182CrossRefPubMedPubMedCentral
go back to reference Rubin LH, Cook JA, Weber KM, Cohen MH, Martin E, Valcour V, Milam J, Anastos K, Young MA, Alden C, Gustafson DR, Maki PM (2015) The association of perceived stress and verbal memory is greater in HIV-infected versus HIV-uninfected women. J Neuro-Oncol 21:422–432 Rubin LH, Cook JA, Weber KM, Cohen MH, Martin E, Valcour V, Milam J, Anastos K, Young MA, Alden C, Gustafson DR, Maki PM (2015) The association of perceived stress and verbal memory is greater in HIV-infected versus HIV-uninfected women. J Neuro-Oncol 21:422–432
go back to reference Rubin LH, Pyra M, Cook JA, Weber KM, Cohen MH, Martin E, Valcour V, Milam J, Anastos K, Young MA, Alden C, Gustafson DR, Maki PM (2016) Post-traumatic stress is associated with verbal learning, memory, and psychomotor speed in HIV-infected and HIV-uninfected women. J Neuro-Oncol 22:159–169 Rubin LH, Pyra M, Cook JA, Weber KM, Cohen MH, Martin E, Valcour V, Milam J, Anastos K, Young MA, Alden C, Gustafson DR, Maki PM (2016) Post-traumatic stress is associated with verbal learning, memory, and psychomotor speed in HIV-infected and HIV-uninfected women. J Neuro-Oncol 22:159–169
go back to reference Sacktor N, Skolasky RL, Seaberg E, Munro C, Becker JT, Martin E, Ragin A, Levine A, Miller E (2016) Prevalence of HIV-associated neurocognitive disorders in the Multicenter AIDS Cohort Study. Neurology 86:334–340CrossRefPubMedPubMedCentral Sacktor N, Skolasky RL, Seaberg E, Munro C, Becker JT, Martin E, Ragin A, Levine A, Miller E (2016) Prevalence of HIV-associated neurocognitive disorders in the Multicenter AIDS Cohort Study. Neurology 86:334–340CrossRefPubMedPubMedCentral
go back to reference Singh T, Newman AB (2011) Inflammatory markers in population studies of aging. Ageing Res Rev 10:319–329CrossRefPubMed Singh T, Newman AB (2011) Inflammatory markers in population studies of aging. Ageing Res Rev 10:319–329CrossRefPubMed
go back to reference Ticona E, Bull ME, Soria J, Tapia K, Legard J, Styrchak SM, Williams C, Mitchell C, La Rosa A, Rosa AL, Coombs RW, Frenkel LM (2015) Biomarkers of inflammation in HIV-infected Peruvian men and women before and during suppressive antiretroviral therapy. AIDS 29:1617–1622CrossRefPubMedPubMedCentral Ticona E, Bull ME, Soria J, Tapia K, Legard J, Styrchak SM, Williams C, Mitchell C, La Rosa A, Rosa AL, Coombs RW, Frenkel LM (2015) Biomarkers of inflammation in HIV-infected Peruvian men and women before and during suppressive antiretroviral therapy. AIDS 29:1617–1622CrossRefPubMedPubMedCentral
go back to reference Valcour VG, Shiramizu BT, Shikuma CM (2010) HIV DNA in circulating monocytes as a mechanism to dementia and other HIV complications. J Leukoc Biol 87:621–626CrossRefPubMedPubMedCentral Valcour VG, Shiramizu BT, Shikuma CM (2010) HIV DNA in circulating monocytes as a mechanism to dementia and other HIV complications. J Leukoc Biol 87:621–626CrossRefPubMedPubMedCentral
go back to reference Vartak-Sharma N, Gelman BB, Joshi C, Borgamann K, Ghorpade A (2014) Astrocyte elevated gene-1 is a novel modulator of HIV-1-associated neuroinflammation via regulation of nuclear factor-kappaB signaling and excitatory amino acid transporter-2 repression. J Biol Chem 289:19599–19612CrossRefPubMedPubMedCentral Vartak-Sharma N, Gelman BB, Joshi C, Borgamann K, Ghorpade A (2014) Astrocyte elevated gene-1 is a novel modulator of HIV-1-associated neuroinflammation via regulation of nuclear factor-kappaB signaling and excitatory amino acid transporter-2 repression. J Biol Chem 289:19599–19612CrossRefPubMedPubMedCentral
go back to reference Vera JH, Guo Q, Cole JH, Boasso A, Greathead L, Kelleher P, Rabiner EA, Kalk N, Bishop C, Gunn RN, Matthews PM, Winston A (2016) Neuroinflammation in treated HIV-positive individuals: a TSPO PET study. Neurology 86:1425–1432CrossRefPubMedPubMedCentral Vera JH, Guo Q, Cole JH, Boasso A, Greathead L, Kelleher P, Rabiner EA, Kalk N, Bishop C, Gunn RN, Matthews PM, Winston A (2016) Neuroinflammation in treated HIV-positive individuals: a TSPO PET study. Neurology 86:1425–1432CrossRefPubMedPubMedCentral
go back to reference Walsh MC, Trentham-Dietz A, Newcomb PA, Gangnon R, Palta M (2012) Using propensity scores to reduce case-control selection bias. Epidemiology 23:772–773CrossRefPubMedPubMedCentral Walsh MC, Trentham-Dietz A, Newcomb PA, Gangnon R, Palta M (2012) Using propensity scores to reduce case-control selection bias. Epidemiology 23:772–773CrossRefPubMedPubMedCentral
go back to reference Wang T, Gong N, Liu J, Kadiu I, Kraft-Terry SD, Mosley RL, Volsky DJ, Ciborowski P, Gendelman HE (2008) Proteomic modeling for HIV-1 infected microglia-astrocyte crosstalk. PLoS One 3:e2507CrossRefPubMedPubMedCentral Wang T, Gong N, Liu J, Kadiu I, Kraft-Terry SD, Mosley RL, Volsky DJ, Ciborowski P, Gendelman HE (2008) Proteomic modeling for HIV-1 infected microglia-astrocyte crosstalk. PLoS One 3:e2507CrossRefPubMedPubMedCentral
go back to reference Wright CB, Sacco RL, Rundek T, Delman J, Rabbani L, Elkind M (2006) Interleukin-6 is associated with cognitive function: the Northern Manhattan Study. J Stroke Cerebrovasc Dis 15:34–38CrossRefPubMedPubMedCentral Wright CB, Sacco RL, Rundek T, Delman J, Rabbani L, Elkind M (2006) Interleukin-6 is associated with cognitive function: the Northern Manhattan Study. J Stroke Cerebrovasc Dis 15:34–38CrossRefPubMedPubMedCentral
go back to reference Xu R, Feng X, Xie X, Zhang J, Wu D, Xu L (2012) HIV-1 Tat protein increases the permeability of brain endothelial cells by both inhibiting occludin expression and cleaving occludin via matrix metalloproteinase-9. Brain Res 1436:13–19CrossRefPubMed Xu R, Feng X, Xie X, Zhang J, Wu D, Xu L (2012) HIV-1 Tat protein increases the permeability of brain endothelial cells by both inhibiting occludin expression and cleaving occludin via matrix metalloproteinase-9. Brain Res 1436:13–19CrossRefPubMed
go back to reference Yaffe K, Lindquist K, Penninx BW, Simonsick EM, Pahor M, Kritchevsky S, Launer L, Kuller L, Rubin S, Harris T (2003) Inflammatory markers and cognition in well-functioning African-American and white elders. Neurology 61:76–80CrossRefPubMed Yaffe K, Lindquist K, Penninx BW, Simonsick EM, Pahor M, Kritchevsky S, Launer L, Kuller L, Rubin S, Harris T (2003) Inflammatory markers and cognition in well-functioning African-American and white elders. Neurology 61:76–80CrossRefPubMed
Metadata
Title
Variability in C-reactive protein is associated with cognitive impairment in women living with and without HIV: a longitudinal study
Authors
Leah H. Rubin
Lorie Benning
Sheila M. Keating
Philip J. Norris
Jane Burke-Miller
Antonia Savarese
Krithika N. Kumanan
Saria Awadalla
Gayle Springer
Kathyrn Anastos
Mary Young
Joel Milam
Victor G. Valcour
Kathleen M. Weber
Pauline M. Maki
Publication date
01-02-2018
Publisher
Springer International Publishing
Published in
Journal of NeuroVirology / Issue 1/2018
Print ISSN: 1355-0284
Electronic ISSN: 1538-2443
DOI
https://doi.org/10.1007/s13365-017-0590-4

Other articles of this Issue 1/2018

Journal of NeuroVirology 1/2018 Go to the issue