Transcriptome analysis of HIV-infected peripheral blood monocytes: gene transcripts and networks associated with neurocognitive functioning

J Neuroimmunol. 2013 Dec 15;265(1-2):96-105. doi: 10.1016/j.jneuroim.2013.09.016. Epub 2013 Sep 26.

Abstract

Immunologic dysfunction, mediated via monocyte activity, has been implicated in the development of HIV-associated neurocognitive disorder (HAND). We hypothesized that transcriptome changes in peripheral blood monocytes relate to neurocognitive functioning in HIV+ individuals, and that such alterations could be useful as biomarkers of worsening HAND.

Methods: mRNA was isolated from the monocytes of 86 HIV+ adults and analyzed with the Illumina HT-12 v4 Expression BeadChip. Neurocognitive functioning, HAND diagnosis, and other clinical and virologic variables were determined. Data were analyzed using standard expression analysis and weighted gene co-expression network analysis (WGCNA).

Results: Neurocognitive functioning was correlated with multiple gene transcripts in the standard expression analysis. WGCNA identified two nominally significant co-expression modules associated with neurocognitive functioning, which were enriched with genes involved in mitotic processes and translational elongation.

Conclusions: Multiple modified gene transcripts involved in inflammation, cytoprotection, and neurodegeneration were correlated with neurocognitive functioning. The associations were not strong enough to justify their use as biomarkers of HAND; however, the associations of two co-expression modules with neurocognitive functioning warrant further exploration.

Keywords: HIV-associated neurocognitive disorder; IL6R; Monocyte; WGCNA; gene expression; transcriptome.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Adult
  • Aged
  • CD4 Antigens / metabolism
  • Cognition Disorders / etiology*
  • Cognition Disorders / virology
  • Depression / etiology
  • Depression / virology
  • Female
  • Gene Expression Profiling / methods
  • Gene Expression Regulation / physiology*
  • Gene Regulatory Networks / genetics
  • HIV Infections* / blood
  • HIV Infections* / complications
  • HIV Infections* / pathology
  • Humans
  • Leukocytes, Mononuclear / metabolism*
  • Leukocytes, Mononuclear / virology*
  • Male
  • Middle Aged
  • Neuropsychological Tests
  • Oligonucleotide Array Sequence Analysis
  • RNA, Messenger / metabolism
  • Statistics as Topic

Substances

  • CD4 Antigens
  • RNA, Messenger