No reliable gene expression biomarkers of current or impending neurocognitive impairment in peripheral blood monocytes of persons living with HIV
| Autor: | Quach, Austin, Horvath, Steve, Nemanim, Natasha, Vatakis, Dimitrios, Witt, Mallory D, Miller, Eric N, Detels, Roger, Langfelder, Peter, Shapshak, Paul, Singer, Elyse J, Levine, Andrew J |
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| Jazyk: | angličtina |
| Rok vydání: | 2018 |
| Předmět: |
Adult
Male Clinical Sciences HIV Infections Monocyte Basic Behavioral and Social Science Monocytes Interferon-gamma HIV-associated neurocognitive disorders Clinical Research Virology Behavioral and Social Science Genetics Humans 2.1 Biological and endogenous factors Gene Regulatory Networks Cognitive Dysfunction Aetiology WGCNA Prevention Histocompatibility Antigens Class I Neurosciences Molecular Sequence Annotation Biomarker Middle Aged neuroHIV Gene Ontology Infectious Diseases Mental Health Good Health and Well Being Gene Expression Regulation Medical Microbiology Case-Control Studies Tumor Necrosis Factors HIV/AIDS Female Gene expression Transcriptome Infection Biomarkers |
| Zdroj: | Quach, A; Horvath, S; Nemanim, N; Vatakis, D; Witt, MD; Miller, EN; et al.(2018). No reliable gene expression biomarkers of current or impending neurocognitive impairment in peripheral blood monocytes of persons living with HIV. JOURNAL OF NEUROVIROLOGY, 24(3), 350-361. doi: 10.1007/s13365-018-0625-5. UCLA: Retrieved from: http://www.escholarship.org/uc/item/97b7695m Journal of neurovirology, vol 24, iss 3 |
| DOI: | 10.1007/s13365-018-0625-5. |
| Popis: | 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 2years 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 2years 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. |
| Databáze: | OpenAIRE |
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