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Erschienen in: Journal of NeuroVirology 3/2018

26.03.2018

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

verfasst von: Austin Quach, Steve Horvath, Natasha Nemanim, Dimitrios Vatakis, Mallory D. Witt, Eric N. Miller, Roger Detels, Peter Langfelder, Paul Shapshak, Elyse J. Singer, Andrew J. Levine

Erschienen in: Journal of NeuroVirology | Ausgabe 3/2018

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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.
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Metadaten
Titel
No reliable gene expression biomarkers of current or impending neurocognitive impairment in peripheral blood monocytes of persons living with HIV
verfasst von
Austin Quach
Steve Horvath
Natasha Nemanim
Dimitrios Vatakis
Mallory D. Witt
Eric N. Miller
Roger Detels
Peter Langfelder
Paul Shapshak
Elyse J. Singer
Andrew J. Levine
Publikationsdatum
26.03.2018
Verlag
Springer International Publishing
Erschienen in
Journal of NeuroVirology / Ausgabe 3/2018
Print ISSN: 1355-0284
Elektronische ISSN: 1538-2443
DOI
https://doi.org/10.1007/s13365-018-0625-5

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