Literature DB >> 20093528

Factor analysis of proton MR spectroscopic imaging data in HIV infection: metabolite-derived factors help identify infection and dementia.

Mona A Mohamed1, Margaret R Lentz, Vallent Lee, Elkan F Halpern, Ned Sacktor, Ola Selnes, Peter B Barker, Martin G Pomper.   

Abstract

PURPOSE: To develop a relevant pathophysiologic model of human immunodeficiency virus (HIV)-associated dementia by studying regional variations in metabolite levels measured with magnetic resonance (MR) spectroscopic imaging and their relationship to immunologic measures and cognitive dysfunction.
MATERIALS AND METHODS: This was a HIPAA-compliant, institutional review board-approved study involving written informed consent. Distributions of N-acetylaspartate (NAA), choline (Cho), and creatine (Cr) concentrations in 94 subjects (20 seronegative controls and 74 HIV-positive subjects; 34 of the HIV-positive subjects having HIV-associated dementia; 63 men, 31 women; mean age, 40 years) were determined with proton (hydrogen 1 [(1)H]) MR spectroscopic imaging. HIV-positive subjects underwent neuropsychological testing and blood and cerebrospinal fluid (CSF) analysis. Factor analysis was utilized to determine associations between metabolites across regions. Analysis of variance and t tests were used to isolate differences between cohorts.
RESULTS: A "Cho factor" differentiated seronegative controls from HIV-infected cohorts, indicating elevated Cho levels across deep gray and white matter regions of HIV-positive individuals. An "NAA factor" differentiated those with dementia from those without and correlated best with psychomotor and executive function tests. A "Cr factor" indicated Cr elevations correlated with CSF monocyte chemoattractant protein-1 levels. NAA and Cr factor scores were strongly weighted to metabolite changes in white matter regions.
CONCLUSION: These results highlight the importance of white matter involvement in HIV-associated dementia and support the current pathogenesis model of glial cell proliferation in HIV infection, denoted by regional Cho elevations, and neuronal dysfunction and/or death, denoted by NAA decreases, associated with dementia. Factor analysis of MR spectroscopic imaging data is a useful method for determining regional metabolic variations in HIV infection and its neuropsychological correlates.

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Year:  2010        PMID: 20093528      PMCID: PMC2815344          DOI: 10.1148/radiol.09081867

Source DB:  PubMed          Journal:  Radiology        ISSN: 0033-8419            Impact factor:   11.105


  40 in total

1.  Monocyte chemoattractant protein-1 correlates with subcortical brain injury in HIV infection.

Authors:  A B Ragin; Y Wu; P Storey; B A Cohen; R R Edelman; L G Epstein
Journal:  Neurology       Date:  2006-04-25       Impact factor: 9.910

Review 2.  Metabolic profiles to define the genome: can we hear the phenotypes?

Authors:  Julian L Griffin
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2004-06-29       Impact factor: 6.237

Review 3.  Oncology exploration: charting cancer medicinal chemistry space.

Authors:  David G Lloyd; Georgia Golfis; Andrew J S Knox; Darren Fayne; Mary J Meegan; Tudor I Oprea
Journal:  Drug Discov Today       Date:  2006-02       Impact factor: 7.851

4.  Relationships among brain metabolites, cognitive function, and viral loads in antiretroviral-naïve HIV patients.

Authors:  Linda Chang; Thomas Ernst; Mallory D Witt; Nina Ames; Megan Gaiefsky; Eric Miller
Journal:  Neuroimage       Date:  2002-11       Impact factor: 6.556

5.  HIV-associated cognitive impairment before and after the advent of combination therapy.

Authors:  Ned Sacktor; Michael P McDermott; Karen Marder; Giovanni Schifitto; Ola A Selnes; Justin C McArthur; Yaakov Stern; Steve Albert; Donna Palumbo; Karl Kieburtz; Joy A De Marcaida; Bruce Cohen; Leon Epstein
Journal:  J Neurovirol       Date:  2002-04       Impact factor: 2.643

6.  Persistent brain abnormalities in antiretroviral-naive HIV patients 3 months after HAART.

Authors:  Linda Chang; Thomas Ernst; Mallory D Witt; Nina Ames; Irwin Walot; Jorge Jovicich; Menaka DeSilva; Neha Trivedi; Oliver Speck; Eric N Miller
Journal:  Antivir Ther       Date:  2003-02

7.  Factor analysis of metabolic syndrome using directly measured insulin sensitivity: The Insulin Resistance Atherosclerosis Study.

Authors:  Anthony J G Hanley; Andrew J Karter; Andreas Festa; Ralph D'Agostino; Lynne E Wagenknecht; Peter Savage; Russell P Tracy; Mohammed F Saad; Steven Haffner
Journal:  Diabetes       Date:  2002-08       Impact factor: 9.461

8.  Metabolic characterization of neurological diseases by proton localized NMR spectroscopy of the human brain.

Authors:  S Confort-Gouny; J Vion-Dury; F Nicoli; P Dano; J L Gastaut; P J Cozzone
Journal:  C R Acad Sci III       Date:  1992

9.  Increased intrathecal release of soluble fractalkine in HIV-infected patients.

Authors:  Bernd Sporer; Stefan Kastenbauer; Uwe Koedel; Gabriele Arendt; Hans-Walter Pfister
Journal:  AIDS Res Hum Retroviruses       Date:  2003-02       Impact factor: 2.205

10.  Antiretroviral treatment alters relationship between MCP-1 and neurometabolites in HIV patients.

Authors:  Linda Chang; Thomas Ernst; Coryse St Hillaire; Katherine Conant
Journal:  Antivir Ther       Date:  2004-06
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  18 in total

1.  A peripheral monocyte interferon phenotype in HIV infection correlates with a decrease in magnetic resonance spectroscopy metabolite concentrations.

Authors:  Lynn Pulliam; Hans Rempel; Bing Sun; Linda Abadjian; Cyrus Calosing; Dieter J Meyerhoff
Journal:  AIDS       Date:  2011-09-10       Impact factor: 4.177

2.  Regional cortical thinning associated with detectable levels of HIV DNA.

Authors:  Kalpana J Kallianpur; Gregory R Kirk; Napapon Sailasuta; Victor Valcour; Bruce Shiramizu; Beau K Nakamoto; Cecilia Shikuma
Journal:  Cereb Cortex       Date:  2011-10-19       Impact factor: 5.357

3.  Regional brain distribution of translocator protein using [(11)C]DPA-713 PET in individuals infected with HIV.

Authors:  Jennifer M Coughlin; Yuchuan Wang; Shuangchao Ma; Chen Yue; Pearl K Kim; Ashley V Adams; Heidi V Roosa; Kenneth L Gage; Marigo Stathis; Rana Rais; Camilo Rojas; Jennifer L McGlothan; Crystal C Watkins; Ned Sacktor; Tomas R Guilarte; Yun Zhou; Akira Sawa; Barbara S Slusher; Brian Caffo; Michael Kassiou; Christopher J Endres; Martin G Pomper
Journal:  J Neurovirol       Date:  2014-02-25       Impact factor: 2.643

4.  Use of Neuroimaging to Inform Optimal Neurocognitive Criteria for Detecting HIV-Associated Brain Abnormalities.

Authors:  Laura M Campbell; Christine Fennema-Notestine; Rowan Saloner; Mariam Hussain; Anna Chen; Donald Franklin; Anya Umlauf; Ronald J Ellis; Ann C Collier; Christina M Marra; David B Clifford; Benjamin B Gelman; Ned Sacktor; Susan Morgello; J Allen McCutchan; Scott Letendre; Igor Grant; Robert K Heaton
Journal:  J Int Neuropsychol Soc       Date:  2019-10-02       Impact factor: 2.892

Review 5.  Imaging approaches for dementia.

Authors:  A D Murray
Journal:  AJNR Am J Neuroradiol       Date:  2011-12-01       Impact factor: 3.825

6.  Global gray and white matter metabolic changes after simian immunodeficiency virus infection in CD8-depleted rhesus macaques: proton MRS imaging at 3 T.

Authors:  William E Wu; Assaf Tal; Ivan I Kirov; Henry Rusinek; Daniel Charytonowicz; James S Babb; Eva-Maria Ratai; R Gilberto Gonzalez; Oded Gonen
Journal:  NMR Biomed       Date:  2013-02-17       Impact factor: 4.044

7.  Exploring the relationship of macrophage colony-stimulating factor levels on neuroaxonal metabolism and cognition during chronic human immunodeficiency virus infection.

Authors:  Margaret R Lentz; Mahaveer Degaonkar; Mona A Mohamed; Hyun Kim; Katherine Conant; Elkan F Halpern; Ned Sacktor; Peter B Barker; Martin G Pomper
Journal:  J Neurovirol       Date:  2010-10       Impact factor: 2.643

8.  7T Brain MRS in HIV Infection: Correlation with Cognitive Impairment and Performance on Neuropsychological Tests.

Authors:  M Mohamed; P B Barker; R L Skolasky; N Sacktor
Journal:  AJNR Am J Neuroradiol       Date:  2018-02-15       Impact factor: 3.825

9.  Longitudinal Metabolite Changes after Traumatic Brain Injury: A Prospective Pediatric Magnetic Resonance Spectroscopic Imaging Study.

Authors:  Barbara Holshouser; Jamie Pivonka-Jones; Joy G Nichols; Udo Oyoyo; Karen Tong; Nirmalya Ghosh; Stephen Ashwal
Journal:  J Neurotrauma       Date:  2018-12-20       Impact factor: 5.269

10.  Neuronal-Glia Markers by Magnetic Resonance Spectroscopy in HIV Before and After Combination Antiretroviral Therapy.

Authors:  Napapon Sailasuta; Jintanat Ananworanich; Sukalaya Lerdlum; Pasiri Sithinamsuwan; James L K Fletcher; Somporn Tipsuk; Mantana Pothisri; Tanate Jadwattanakul; Supunnee Jirajariyavej; Thep Chalermchai; Stephanie Catella; Edgar Busovaca; Akash Desai; Robert Paul; Victor Valcour
Journal:  J Acquir Immune Defic Syndr       Date:  2016-01-01       Impact factor: 3.731

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