Cerebrospinal fluid metabolomics reveals altered waste clearance and accelerated aging in HIV patients with neurocognitive impairment

被引:93
作者
Cassol, Edana [1 ,2 ]
Misra, Vikas [1 ]
Dutta, Anupriya [1 ,2 ]
Morgello, Susan [3 ]
Gabuzda, Dana [1 ,2 ,4 ]
机构
[1] Dana Farber Canc Inst, Dept Canc Immunol & AIDS, Boston, MA 02115 USA
[2] Harvard Univ, Sch Med, Dept Microbiol & Immunobiol, Boston, MA USA
[3] Mt Sinai Med Ctr, Dept Neurol Neurosci & Pathol, New York, NY 10029 USA
[4] Harvard Univ, Sch Med, Dept Neurol, Boston, MA 02115 USA
基金
加拿大健康研究院;
关键词
aging; antiretroviral therapy; HIV; HIV-associated neurocognitive disorders; inflammation; metabolomics; HUMAN-IMMUNODEFICIENCY-VIRUS; CENTRAL-NERVOUS-SYSTEM; IMMUNE ACTIVATION; COGNITIVE DYSFUNCTION; N-ACETYLASPARTATE; QUINOLINIC ACID; AMYLOID-BETA; RISK-FACTORS; DEMENTIA; DISEASE;
D O I
10.1097/QAD.0000000000000303
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Objective(s): HIV-associated neurocognitive disorders (HAND) remain prevalent in HIV-infected patients on antiretroviral therapy (ART), but the underlying mechanisms are unclear. Some features of HAND resemble those of age-associated cognitive decline in the absence of HIV, suggesting that overlapping mechanisms may contribute to neurocognitive impairment. Design: Cross-sectional analysis of cerebrospinal fluid (CSF) from 100 individuals (46 HIV-positive patients and 54 HIV-negative controls). Methods: Untargeted CSF metabolite profiling was performed using liquid/gas chromatography followed by mass spectrometry. Cytokine profiling was performed by Bioplex. Bioinformatic analyses were performed in Metaboanalyst and R. Results: Alterations in the CSF metabolome of HIV patients on ART mapped to pathways associated with neurotransmitter production, mitochondrial function, oxidative stress, and metabolic waste. Many CSF metabolites altered in HIV overlapped with those altered with advanced age in HIV-negative controls, suggesting a pattern indicative of accelerated aging. Machine learning models identified neurotransmitters (glutamate, N-acetylaspartate), markers of glial activation (myo-inositol), and ketone bodies (betahydroxybutyric acid, 1,2-propanediol) as top-ranked classifiers of HAND. These CSF metabolites correlated with worse neurocognitive test scores, plasma inflammatory biomarkers [interferon (IFN)-alpha, IFN-gamma, interleukin (IL)-8, IL-1 beta, IL-6, IL-2Ra], and intrathecal IFN responses (IFN-gamma and kynurenine : tryptophan ratio), suggesting inter-relationships between systemic and intrathecal inflammation and metabolic alterations in CSF. Conclusions: Alterations in the CSF metabolome of HIV patients on ART suggest that persistent inflammation, glial responses, glutamate neurotoxicity, and altered brain waste disposal systems contribute to mechanisms involved in HAND that may be augmented with aging. (C) 2014 Wolters Kluwer Health vertical bar Lippincott Williams & Wilkins
引用
收藏
页码:1579 / 1591
页数:13
相关论文
共 96 条
  • [1] AACTG, 1992, TABL GRAD SEV AD ADV
  • [2] Increased Accumulation of Intraneuronal Amyloid β in HIV-Infected Patients
    Achim, Cristian L.
    Adame, Anthony
    Dumaop, Wilmar
    Everall, Ian P.
    Masliah, Eliezer
    [J]. JOURNAL OF NEUROIMMUNE PHARMACOLOGY, 2009, 4 (02) : 190 - 199
  • [3] Accelerated Tau deposition in the brains of individuals infected with human immunodeficiency virus-1 before and after the advent of highly active anti-retroviral therapy
    Anthony, Iain C.
    Ramage, Stephen N.
    Carnie, Frances W.
    Simmonds, Peter
    Bell, Jeanne E.
    [J]. ACTA NEUROPATHOLOGICA, 2006, 111 (06) : 529 - 538
  • [4] Influence of HAART on HIV-related CNS disease and neuroinflammation
    Anthony, IC
    Ramage, SN
    Carnie, FW
    Simmonds, P
    Bell, JE
    [J]. JOURNAL OF NEUROPATHOLOGY AND EXPERIMENTAL NEUROLOGY, 2005, 64 (06) : 529 - 536
  • [5] Updated research nosology for HIV-associated neurocognitive disorders
    Antinori, A.
    Arendt, G.
    Becker, J. T.
    Brew, B. J.
    Byrd, D. A.
    Cherner, M.
    Clifford, D. B.
    Cinque, P.
    Epstein, L. G.
    Goodkin, K.
    Gisslen, M.
    Grant, I.
    Heaton, R. K.
    Joseph, J.
    Marder, K.
    Marra, C. M.
    McArthur, J. C.
    Nunn, M.
    Price, R. W.
    Pulliam, L.
    Robertson, K. R.
    Sacktor, N.
    Valcour, V.
    Wojna, V. E.
    [J]. NEUROLOGY, 2007, 69 (18) : 1789 - 1799
  • [6] Ketogenic diets: An historical antiepileptic therapy with promising potentialities for the aging brain
    Balietti, Marta
    Casoli, Tiziana
    Di Stefano, Giuseppina
    Giorgetti, Belinda
    Aicardi, Giorgio
    Fattoretti, Patrizia
    [J]. AGEING RESEARCH REVIEWS, 2010, 9 (03) : 273 - 279
  • [7] Associative and predictive biomarkers of dementia in HIV-1-infected patients
    Bandaru, V. V. R.
    McArthur, J. C.
    Sacktor, N.
    Cutler, R. G.
    Knapp, E. L.
    Mattson, M. P.
    Haughey, N. J.
    [J]. NEUROLOGY, 2007, 68 (18) : 1481 - 1487
  • [8] A lipid storage-like disorder contributes to cognitive decline in HIV-infected subjects
    Bandaru, Veera Venkata Ratnam
    Mielke, Michelle M.
    Sacktor, Ned
    McArthur, Justin C.
    Grant, Igor
    Letendre, Scott
    Chang, Linda
    Wojna, Valerie
    Pardo, Carlos
    Calabresi, Peter
    Munsaka, Sody
    Haughey, Norman J.
    [J]. NEUROLOGY, 2013, 81 (17) : 1492 - 1499
  • [9] Vascular risk factors, HIV serostatus, and cognitive dysfunction in gay and bisexual men
    Becker, J. T.
    Kingsley, L.
    Mullen, J.
    Cohen, B.
    Martin, E.
    Miller, E. N.
    Ragin, A.
    Sacktor, N.
    Selnes, O. A.
    Visscher, B. R.
    [J]. NEUROLOGY, 2009, 73 (16) : 1292 - 1299
  • [10] Applications and Limitations of Inflammatory Biomarkers for Studies on Neurocognitive Impairment in HIV Infection
    Cassol, Edana
    Misra, Vikas
    Morgello, Susan
    Gabuzda, Dana
    [J]. JOURNAL OF NEUROIMMUNE PHARMACOLOGY, 2013, 8 (05) : 1087 - 1097