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

TitleNo reliable gene expression biomarkers of current or impending neurocognitive impairment in peripheral blood monocytes of persons living with HIV.
Publication TypeJournal Article
Year of Publication2018
AuthorsQuach, A, Horvath, S, Nemanim, N, Vatakis, D, Witt, MD, Miller, EN, Detels, R, Langfelder, P, Shapshak, P, Singer, EJ, Levine, AJ
JournalJ Neurovirol
Volume24
Issue3
Pagination350-361
Date Published2018 06
ISSN1538-2443
KeywordsAdult, Biomarkers, Case-Control Studies, Cognitive Dysfunction, Female, Gene Expression Regulation, Gene Ontology, Gene Regulatory Networks, Histocompatibility Antigens Class I, HIV Infections, Humans, Interferon-gamma, Male, Middle Aged, Molecular Sequence Annotation, Monocytes, transcriptome, Tumor Necrosis Factors
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.

DOI10.1007/s13365-018-0625-5
Alternate JournalJ Neurovirol
PubMed ID29582356
PubMed Central IDPMC6411303
Grant ListU01-AI-35040 / AI / NIAID NIH HHS / United States
U24 MH100929 / MH / NIMH NIH HHS / United States
R21 AG046954 / AG / NIA NIH HHS / United States
UL1TR000124 / TR / NCATS NIH HHS / United States
UL1 TR000124 / TR / NCATS NIH HHS / United States
R01 DA030913 / DA / NIDA NIH HHS / United States
UL1TR001881 / TR / NCATS NIH HHS / United States
R01DA030913 / DA / NIDA NIH HHS / United States
U01 AI035040 / AI / NIAID NIH HHS / United States
UL1 TR001881 / TR / NCATS NIH HHS / United States