Regional patterns of brain metabolites in AIDS dementia complex

Constantin Yiannoutsos, Thomas Ernst, Linda Chang, P. Lani Lee, Todd Richards, Christina M. Marra, Dieter J. Meyerhoff, Jeffrey G. Jarvik, Dennis Kolson, Giovanni Schifitto, Ronald J. Ellis, Susan Swindells, David M. Simpson, Eric N. Miller, R. Gilberto Gonzalez, Bradford A. Navia

Research output: Contribution to journalArticle

69 Citations (Scopus)

Abstract

The relationship of the cellular changes in the HIV-infected brain to the onset and progression of AIDS dementia complex (ADC) remains uncertain. We undertook an in vivo proton magnetic resonance spectroscopy (MRS) study and used factor analysis to identify specific cellular and regional brain changes that may serve as metabolic markers of ADC. The ratio of N-acetyl aspartate (NAA), choline (Cho), and myoinositol (MI) over creatine (Cr), markers of neuronal and glial cell metabolism, were measured in the basal ganglia, centrum semiovale, and parietal cortex from 100 subjects with and without ADC. Three metabolic patterns were identified, which we termed "inflammatory" (mainly MI/Cr elevations in all three regions plus Cho/Cr increases in the centrum semiovale and parietal cortex), "basal ganglia" (mostly NAA/Cr and Cho/Cr elevations in the basal ganglia), and "neuronal" (primarily NAA/Cr reductions in the centrum semiovale and the parietal cortex). Logistic regression analysis revealed that, adjusted for age, basal ganglia and neuronal pattern scores were strongly associated with ADC but inflammatory levels were not. We conclude that by using factor analysis, we are able to combine multiple metabolites across brain regions in a biologically plausible manner and construct a predictive model of ADC adjusting for relevant factors such as age.

Original languageEnglish
Pages (from-to)928-935
Number of pages8
JournalNeuroImage
Volume23
Issue number3
DOIs
StatePublished - Nov 2004

Fingerprint

AIDS Dementia Complex
Creatine
Basal Ganglia
Parietal Lobe
Brain
Choline
Inositol
Statistical Factor Analysis
Neuroglia
Logistic Models
Regression Analysis
HIV
N-acetylaspartate

Keywords

  • AIDS
  • Brain metabolism
  • Factor analysis
  • HIV dementia
  • MRS

ASJC Scopus subject areas

  • Cognitive Neuroscience
  • Neurology

Cite this

Yiannoutsos, C., Ernst, T., Chang, L., Lee, P. L., Richards, T., Marra, C. M., ... Navia, B. A. (2004). Regional patterns of brain metabolites in AIDS dementia complex. NeuroImage, 23(3), 928-935. https://doi.org/10.1016/j.neuroimage.2004.07.033

Regional patterns of brain metabolites in AIDS dementia complex. / Yiannoutsos, Constantin; Ernst, Thomas; Chang, Linda; Lee, P. Lani; Richards, Todd; Marra, Christina M.; Meyerhoff, Dieter J.; Jarvik, Jeffrey G.; Kolson, Dennis; Schifitto, Giovanni; Ellis, Ronald J.; Swindells, Susan; Simpson, David M.; Miller, Eric N.; Gonzalez, R. Gilberto; Navia, Bradford A.

In: NeuroImage, Vol. 23, No. 3, 11.2004, p. 928-935.

Research output: Contribution to journalArticle

Yiannoutsos, C, Ernst, T, Chang, L, Lee, PL, Richards, T, Marra, CM, Meyerhoff, DJ, Jarvik, JG, Kolson, D, Schifitto, G, Ellis, RJ, Swindells, S, Simpson, DM, Miller, EN, Gonzalez, RG & Navia, BA 2004, 'Regional patterns of brain metabolites in AIDS dementia complex', NeuroImage, vol. 23, no. 3, pp. 928-935. https://doi.org/10.1016/j.neuroimage.2004.07.033
Yiannoutsos, Constantin ; Ernst, Thomas ; Chang, Linda ; Lee, P. Lani ; Richards, Todd ; Marra, Christina M. ; Meyerhoff, Dieter J. ; Jarvik, Jeffrey G. ; Kolson, Dennis ; Schifitto, Giovanni ; Ellis, Ronald J. ; Swindells, Susan ; Simpson, David M. ; Miller, Eric N. ; Gonzalez, R. Gilberto ; Navia, Bradford A. / Regional patterns of brain metabolites in AIDS dementia complex. In: NeuroImage. 2004 ; Vol. 23, No. 3. pp. 928-935.
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