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

被引:5
|
作者
Quach, Austin [1 ]
Horvath, Steve [1 ,2 ]
Nemanim, Natasha [3 ]
Vatakis, Dimitrios [4 ]
Witt, Mallory D. [5 ,6 ]
Miller, Eric N. [7 ]
Detels, Roger [5 ,8 ]
Langfelder, Peter [1 ]
Shapshak, Paul [9 ]
Singer, Elyse J. [10 ]
Levine, Andrew J. [10 ]
机构
[1] Univ Calif Los Angeles, David Geffen Sch Med, Dept Human Genet, Los Angeles, CA 90095 USA
[2] Univ Calif Los Angeles, Dept Biostat, Los Angeles, CA 90095 USA
[3] Univ Calif Los Angeles, David Geffen Sch Med, Natl Neurol AIDS Bank, Dept Neurol, Los Angeles, CA 90095 USA
[4] Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
[5] Univ Calif Los Angeles, David Geffen Sch Med, Los Angeles, CA 90095 USA
[6] Harbor UCLA Med Ctr, Los Angeles Biomed Res Inst, Torrance, CA 90502 USA
[7] Univ Calif Los Angeles, David Geffen Sch Med, Dept Psychiat & Biobehav Sci, Los Angeles, CA 90095 USA
[8] Univ Calif Los Angeles, Fielding Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USA
[9] Univ S Florida, Morsani Coll Med, Div Infect Dis & Int Med, Dept Med, Tampa, FL 33620 USA
[10] Univ Calif Los Angeles, David Geffen Sch Med, Dept Neurol, Los Angeles, CA 90095 USA
关键词
HIV-associated neurocognitive disorders; neuroHIV; Monocyte; WGCNA; Gene expression; Biomarker; HUMAN-IMMUNODEFICIENCY-VIRUS; MACROPHAGES; PREVALENCE; ACTIVATION; INFECTION; NETWORKS; SUBSET; BRAIN;
D O I
10.1007/s13365-018-0625-5
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
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.
引用
收藏
页码:350 / 361
页数:12
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