Literature DB >> 29582356

No reliable gene expression biomarkers of current or impending neurocognitive impairment in peripheral blood monocytes of persons living with HIV.

Austin Quach1, Steve Horvath1,2, Natasha Nemanim3, Dimitrios Vatakis4, Mallory D Witt5,6, Eric N Miller7, Roger Detels5,8, Peter Langfelder1, Paul Shapshak9, Elyse J Singer10, Andrew J Levine11.   

Abstract

Events leading to and propagating neurocognitive impairment (NCI) in HIV-1-infected (HIV+) persons are largely mediated by peripheral blood monocytes. We previously identified expression levels of individual genes and gene networks in peripheral blood monocytes that correlated with neurocognitive functioning in HIV+ adults. Here, we expand upon those findings by examining if gene expression data at baseline is predictive of change in neurocognitive functioning 2 years later. We also attempt to validate the original findings in a new sample of HIV+ patients and determine if the findings are HIV specific by including HIV-uninfected (HIV-) participants as a comparison group. At two time points, messenger RNA (mRNA) was isolated from the monocytes of 123 HIV+ and 60 HIV- adults enrolled in the Multicenter AIDS Cohort Study and analyzed with the Illumina HT-12 v4 Expression BeadChip. All participants received baseline and follow-up neurocognitive testing 2 years after mRNA analysis. Data were analyzed using standard gene expression analysis and weighted gene co-expression network analysis with correction for multiple testing. Gene sets were analyzed for GO term enrichment. Only weak reproducibility of associations of single genes with neurocognitive functioning was observed, indicating that such measures are unreliable as biomarkers for HIV-related NCI; however, gene networks were generally preserved between time points and largely reproducible, suggesting that these may be more reliable. Several gene networks associated with variables related to HIV infection were found (e.g., MHC I antigen processing, TNF signaling, interferon gamma signaling, and antiviral defense); however, no significant associations were found for neurocognitive function. Furthermore, neither individual gene probes nor gene networks predicted later neurocognitive change. This study did not validate our previous findings and does not support the use of monocyte gene expression profiles as a biomarker for current or future HIV-associated neurocognitive impairment.

Entities:  

Keywords:  Biomarker; Gene expression; HIV-associated neurocognitive disorders; Monocyte; WGCNA; neuroHIV

Mesh:

Substances:

Year:  2018        PMID: 29582356      PMCID: PMC6411303          DOI: 10.1007/s13365-018-0625-5

Source DB:  PubMed          Journal:  J Neurovirol        ISSN: 1355-0284            Impact factor:   2.643


  38 in total

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Authors:  Katherine Kedzierska; Suzanne M Crowe
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Review 2.  A coat of many colors: neuroimmune crosstalk in human immunodeficiency virus infection.

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3.  Predictors and Impact of Self-Reported Suboptimal Effort on Estimates of Prevalence of HIV-Associated Neurocognitive Disorders.

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Journal:  J Acquir Immune Defic Syndr       Date:  2017-06-01       Impact factor: 3.731

4.  Inhibition of nuclear factor erythroid 2-related factor 2 exacerbates HIV-1 gp120-induced oxidative and inflammatory response: role in HIV associated neurocognitive disorder.

Authors:  Pichili Vijaya Bhaskar Reddy; Marisela Agudelo; Venkata S R Atluri; Madhavan P Nair
Journal:  Neurochem Res       Date:  2012-04-25       Impact factor: 3.996

Review 5.  Mechanisms of neuronal injury and death in HIV-1 associated dementia.

Authors:  Marcus Kaul; Stuart A Lipton
Journal:  Curr HIV Res       Date:  2006-07       Impact factor: 1.581

6.  Unique monocyte subset in patients with AIDS dementia.

Authors:  L Pulliam; R Gascon; M Stubblebine; D McGuire; M S McGrath
Journal:  Lancet       Date:  1997-03-08       Impact factor: 79.321

7.  Transendothelial migration of CD16+ monocytes in response to fractalkine under constitutive and inflammatory conditions.

Authors:  Petronela Ancuta; Ashlee Moses; Dana Gabuzda
Journal:  Immunobiology       Date:  2004       Impact factor: 3.144

Review 8.  Interplay between Wnt/β-catenin signaling and HIV: virologic and biologic consequences in the CNS.

Authors:  Lena Al-Harthi
Journal:  J Neuroimmune Pharmacol       Date:  2012-10-13       Impact factor: 4.147

9.  The longitudinal and interactive effects of HIV status, stimulant use, and host genotype upon neurocognitive functioning.

Authors:  Andrew J Levine; Sandra Reynolds; Christopher Cox; Eric N Miller; Janet S Sinsheimer; James T Becker; Eileen Martin; Ned Sacktor
Journal:  J Neurovirol       Date:  2014-04-16       Impact factor: 2.643

10.  Eigengene networks for studying the relationships between co-expression modules.

Authors:  Peter Langfelder; Steve Horvath
Journal:  BMC Syst Biol       Date:  2007-11-21
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4.  The Variation of Transcriptomic Perturbations is Associated with the Development and Progression of Various Diseases.

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