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Published in: Current HIV/AIDS Reports 2/2015

01-06-2015 | Central Nervous System and Cognition (SS Spudich, Section Editor)

Novel Neuroimaging Methods to Understand How HIV Affects the Brain

Authors: Paul M. Thompson, Neda Jahanshad

Published in: Current HIV/AIDS Reports | Issue 2/2015

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Abstract

In much of the developed world, the HIV epidemic has largely been controlled by antiretroviral treatment. Even so, there is growing concern that HIV-infected individuals may be at risk for accelerated brain aging and a range of cognitive impairments. What promotes or resists these changes is largely unknown. There is also interest in discovering factors that promote resilience to HIV and combat its adverse effects in children. Here, we review recent developments in brain imaging that reveal how the virus affects the brain. We relate these brain changes to changes in blood markers, cognitive function, and other patient outcomes or symptoms, such as apathy or neuropathic pain. We focus on new and emerging techniques, including new variants of brain MRI. Diffusion tensor imaging, for example, can map the brain’s structural connections, while fMRI can uncover functional connections. Finally, we suggest how large-scale global research alliances, such as ENIGMA, may resolve controversies over effects where evidence is now lacking. These efforts pool scans from tens of thousands of individuals and offer a source of power not previously imaginable for brain imaging studies.
Literature
1.•
go back to reference Thompson PM, Dutton RA, Hayashi KM, Toga AW, Lopez OL, Aizenstein HJ, et al. Thinning of the cerebral cortex visualized in HIV/AIDS reflects CD4+ T lymphocyte decline. Proc Natl Acad Sci U S A. 2005;102:15647. This paper provided the first 3D maps of cortical differences in HIV patients based on neuroimaging. Thompson PM, Dutton RA, Hayashi KM, Toga AW, Lopez OL, Aizenstein HJ, et al. Thinning of the cerebral cortex visualized in HIV/AIDS reflects CD4+ T lymphocyte decline. Proc Natl Acad Sci U S A. 2005;102:15647. This paper provided the first 3D maps of cortical differences in HIV patients based on neuroimaging.
2.
go back to reference Chiang MC, Dutton RA, Hayashi KM, Lopez OL, Aizenstein HJ, Toga AW, et al. 3D pattern of brain atrophy in HIV/AIDS visualized using tensor-based morphometry. Neuroimage. 2007;34:44.CrossRefPubMedCentralPubMed Chiang MC, Dutton RA, Hayashi KM, Lopez OL, Aizenstein HJ, Toga AW, et al. 3D pattern of brain atrophy in HIV/AIDS visualized using tensor-based morphometry. Neuroimage. 2007;34:44.CrossRefPubMedCentralPubMed
3.
go back to reference Moore RC, Fazeli PL, Jeste DV, Moore DJ, Grant I, Woods SP, et al. Successful cognitive aging and health-related quality of life in younger and older adults infected with HIV. AIDS Behav. 2014;18:1186.CrossRefPubMed Moore RC, Fazeli PL, Jeste DV, Moore DJ, Grant I, Woods SP, et al. Successful cognitive aging and health-related quality of life in younger and older adults infected with HIV. AIDS Behav. 2014;18:1186.CrossRefPubMed
4.•
go back to reference Puthanakit T, Saphonn V, Ananworanich J, Kosalaraksa P, Hansudewechakul R, Vibol U, et al. Early versus deferred antiretroviral therapy for children older than 1 year infected with HIV (PREDICT): a multicentre, randomised, open-label trial. Lancet Infect Dis. 2012;12:933. This publication highlights the new PREDICT study, examining at childhood brain, behavior, and cognitive developmental effects of HIV exposure and immediate vs deferred treatment. Puthanakit T, Saphonn V, Ananworanich J, Kosalaraksa P, Hansudewechakul R, Vibol U, et al. Early versus deferred antiretroviral therapy for children older than 1 year infected with HIV (PREDICT): a multicentre, randomised, open-label trial. Lancet Infect Dis. 2012;12:933. This publication highlights the new PREDICT study, examining at childhood brain, behavior, and cognitive developmental effects of HIV exposure and immediate vs deferred treatment.
6.
go back to reference Nishijima T, Gatanaga H, Teruya K, Tajima T, Kikuchi Y, Hasuo K, et al. Brain magnetic resonance imaging screening is not useful for HIV-1-infected patients without neurological symptoms. AIDS Res Hum Retrovir. 2014;30:970.CrossRefPubMed Nishijima T, Gatanaga H, Teruya K, Tajima T, Kikuchi Y, Hasuo K, et al. Brain magnetic resonance imaging screening is not useful for HIV-1-infected patients without neurological symptoms. AIDS Res Hum Retrovir. 2014;30:970.CrossRefPubMed
7.
go back to reference Fennema-Notestine C, Ellis RJ, Archibald SL, Jernigan TL, Letendre SL, Notestine RJ, et al. Increases in brain white matter abnormalities and subcortical gray matter are linked to CD4 recovery in HIV infection. J Neurovirol. 2013;19:393.CrossRefPubMedCentralPubMed Fennema-Notestine C, Ellis RJ, Archibald SL, Jernigan TL, Letendre SL, Notestine RJ, et al. Increases in brain white matter abnormalities and subcortical gray matter are linked to CD4 recovery in HIV infection. J Neurovirol. 2013;19:393.CrossRefPubMedCentralPubMed
8.
go back to reference Keltner JR, Fennema-Notestine C, Vaida F, Wang D, Franklin DR, Dworkin RH, et al. HIV-associated distal neuropathic pain is associated with smaller total cerebral cortical gray matter. J Neurovirol. 2014;20:209.CrossRefPubMed Keltner JR, Fennema-Notestine C, Vaida F, Wang D, Franklin DR, Dworkin RH, et al. HIV-associated distal neuropathic pain is associated with smaller total cerebral cortical gray matter. J Neurovirol. 2014;20:209.CrossRefPubMed
9.
go back to reference Becker JT, Martinson JJ, Penugonda S, Kingsley L, Molsberry S, Reynolds S, et al. No association between APOE - epsilon 4 alleles, HIV infection, age, neuropsychological outcome, or death. J Neurovirol. 2015;21:24.CrossRefPubMed Becker JT, Martinson JJ, Penugonda S, Kingsley L, Molsberry S, Reynolds S, et al. No association between APOE - epsilon 4 alleles, HIV infection, age, neuropsychological outcome, or death. J Neurovirol. 2015;21:24.CrossRefPubMed
10.
go back to reference Harezlak J, Cohen R, Gongvatana A, Taylor M, Buchthal S, Schifitto G, et al. Predictors of CNS injury as measured by proton magnetic resonance spectroscopy in the setting of chronic HIV infection and CART. J Neurovirol. 2014;20:294.CrossRefPubMed Harezlak J, Cohen R, Gongvatana A, Taylor M, Buchthal S, Schifitto G, et al. Predictors of CNS injury as measured by proton magnetic resonance spectroscopy in the setting of chronic HIV infection and CART. J Neurovirol. 2014;20:294.CrossRefPubMed
11.•
go back to reference Thompson PM, Stein JL, Medland SE, Hibar DP, Vasquez AA, Renteria ME, et al. The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data. Brain Imaging Behav. 2014;8:153. This paper describes the consortia work in neuroimaging and how one in particular, ENIGMA, and the network of researchers involved have combined their analyses to achieve enough statistical power to detect differences in brain volume associated with to single nucleotide variations in the human genome. This work is now being extended to study consistencies and differences in HIV effects on brain structure. Thompson PM, Stein JL, Medland SE, Hibar DP, Vasquez AA, Renteria ME, et al. The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data. Brain Imaging Behav. 2014;8:153. This paper describes the consortia work in neuroimaging and how one in particular, ENIGMA, and the network of researchers involved have combined their analyses to achieve enough statistical power to detect differences in brain volume associated with to single nucleotide variations in the human genome. This work is now being extended to study consistencies and differences in HIV effects on brain structure.
13.
go back to reference Thompson PM, Dutton RA, Hayashi KM, Lu A, Lee SE, Lee JY, et al. 3D mapping of ventricular and corpus callosum abnormalities in HIV/AIDS. Neuroimage. 2006;31:12.CrossRefPubMed Thompson PM, Dutton RA, Hayashi KM, Lu A, Lee SE, Lee JY, et al. 3D mapping of ventricular and corpus callosum abnormalities in HIV/AIDS. Neuroimage. 2006;31:12.CrossRefPubMed
14.
go back to reference Wang Y, Zhang J, Gutman B, Chan TF, Becker JT, Aizenstein HJ, et al. Multivariate tensor-based morphometry on surfaces: application to mapping ventricular abnormalities in HIV/AIDS. Neuroimage. 2010;49:2141.CrossRefPubMedCentralPubMed Wang Y, Zhang J, Gutman B, Chan TF, Becker JT, Aizenstein HJ, et al. Multivariate tensor-based morphometry on surfaces: application to mapping ventricular abnormalities in HIV/AIDS. Neuroimage. 2010;49:2141.CrossRefPubMedCentralPubMed
15.
go back to reference Fischl B, van der Kouwe A, Destrieux C, Halgren E, Segonne F, Salat DH, et al. Automatically parcellating the human cerebral cortex. Cereb Cortex. 2004;14:11.CrossRefPubMed Fischl B, van der Kouwe A, Destrieux C, Halgren E, Segonne F, Salat DH, et al. Automatically parcellating the human cerebral cortex. Cereb Cortex. 2004;14:11.CrossRefPubMed
16.
17.•
go back to reference Hibar DP, Stein JL, Renteria ME, Arias-Vasquez A, Desrivieres S, Jahanshad N, et al. : Common genetic variants influence human subcortical brain structures. Nature 2015. This paper is the largest neuroimaging paper to date, pooling together information from over 30,000 brain scans to discover multiple genetic markers that influence brain structure across over 50 sites in the world. Hibar DP, Stein JL, Renteria ME, Arias-Vasquez A, Desrivieres S, Jahanshad N, et al. : Common genetic variants influence human subcortical brain structures. Nature 2015. This paper is the largest neuroimaging paper to date, pooling together information from over 30,000 brain scans to discover multiple genetic markers that influence brain structure across over 50 sites in the world.
18.
go back to reference Nir TM, Fouche J-P, Valcour VG, Shikuma CM, Kallianpur KJ, Ananworanich J, et al. CD4 counts predict brain white matter integrity in people living with HIV: a meta-analysis by the ENIGMA HIV working group. San Francisco, CA, USA: CNS (Cognitive Neuroscience Society); 2015. Nir TM, Fouche J-P, Valcour VG, Shikuma CM, Kallianpur KJ, Ananworanich J, et al. CD4 counts predict brain white matter integrity in people living with HIV: a meta-analysis by the ENIGMA HIV working group. San Francisco, CA, USA: CNS (Cognitive Neuroscience Society); 2015.
19.
go back to reference Cohen RA, Harezlak J, Schifitto G, Hana G, Clark U, Gongvatana A, et al. Effects of nadir CD4 count and duration of human immunodeficiency virus infection on brain volumes in the highly active antiretroviral therapy era. J Neurovirol. 2010;16:25.CrossRefPubMedCentralPubMed Cohen RA, Harezlak J, Schifitto G, Hana G, Clark U, Gongvatana A, et al. Effects of nadir CD4 count and duration of human immunodeficiency virus infection on brain volumes in the highly active antiretroviral therapy era. J Neurovirol. 2010;16:25.CrossRefPubMedCentralPubMed
20.
go back to reference Kallianpur KJ, Shikuma C, Kirk GR, Shiramizu B, Valcour V, Chow D, et al. Peripheral blood HIV DNA is associated with atrophy of cerebellar and subcortical gray matter. Neurology. 2013;80:1792.CrossRefPubMedCentralPubMed Kallianpur KJ, Shikuma C, Kirk GR, Shiramizu B, Valcour V, Chow D, et al. Peripheral blood HIV DNA is associated with atrophy of cerebellar and subcortical gray matter. Neurology. 2013;80:1792.CrossRefPubMedCentralPubMed
21.
go back to reference Heaps JM, Sithinamsuwan P, Paul R, Lerdlum S, Pothisri M, Clifford D, et al.: Association between brain volumes and HAND in cART-naive HIV+ individuals from Thailand. J Neurovirol 2015. Heaps JM, Sithinamsuwan P, Paul R, Lerdlum S, Pothisri M, Clifford D, et al.: Association between brain volumes and HAND in cART-naive HIV+ individuals from Thailand. J Neurovirol 2015.
22.
go back to reference Cysique LA, Brew BJ. The effects of HIV and aging on brain functions: proposing a research framework and update on last 3 years’ findings. Curr Opin HIV AIDS. 2014;9:355.CrossRefPubMed Cysique LA, Brew BJ. The effects of HIV and aging on brain functions: proposing a research framework and update on last 3 years’ findings. Curr Opin HIV AIDS. 2014;9:355.CrossRefPubMed
23.
go back to reference Pfefferbaum A, Rogosa DA, Rosenbloom MJ, Chu W, Sassoon SA, Kemper CA, et al. Accelerated aging of selective brain structures in human immunodeficiency virus infection: a controlled, longitudinal magnetic resonance imaging study. Neurobiol Aging. 2014;35:1755.CrossRefPubMed Pfefferbaum A, Rogosa DA, Rosenbloom MJ, Chu W, Sassoon SA, Kemper CA, et al. Accelerated aging of selective brain structures in human immunodeficiency virus infection: a controlled, longitudinal magnetic resonance imaging study. Neurobiol Aging. 2014;35:1755.CrossRefPubMed
24.
go back to reference Chen L, Perlina A, Lee CJ. Positive selection detection in 40,000 human immunodeficiency virus (HIV) type 1 sequences automatically identifies drug resistance and positive fitness mutations in HIV protease and reverse transcriptase. J Virol. 2004;78:3722.CrossRefPubMedCentralPubMed Chen L, Perlina A, Lee CJ. Positive selection detection in 40,000 human immunodeficiency virus (HIV) type 1 sequences automatically identifies drug resistance and positive fitness mutations in HIV protease and reverse transcriptase. J Virol. 2004;78:3722.CrossRefPubMedCentralPubMed
25.
26.
go back to reference Hua X, Boyle CP, Harezlak J, Tate DF, Yiannoutsos CT, Cohen R, et al. Disrupted cerebral metabolite levels and lower nadir CD4+ counts are linked to brain volume deficits in 210 HIV-infected patients on stable treatment. Neuroimage Clin. 2013;3:132.CrossRefPubMedCentralPubMed Hua X, Boyle CP, Harezlak J, Tate DF, Yiannoutsos CT, Cohen R, et al. Disrupted cerebral metabolite levels and lower nadir CD4+ counts are linked to brain volume deficits in 210 HIV-infected patients on stable treatment. Neuroimage Clin. 2013;3:132.CrossRefPubMedCentralPubMed
27.
go back to reference Lepore N, Brun C, Chou YY, Chiang MC, Dutton RA, Hayashi KM, et al. Generalized tensor-based morphometry of HIV/AIDS using multivariate statistics on deformation tensors. IEEE Trans Med Imaging. 2008;27:129.CrossRefPubMedCentralPubMed Lepore N, Brun C, Chou YY, Chiang MC, Dutton RA, Hayashi KM, et al. Generalized tensor-based morphometry of HIV/AIDS using multivariate statistics on deformation tensors. IEEE Trans Med Imaging. 2008;27:129.CrossRefPubMedCentralPubMed
28.
go back to reference Jahanshad N, Hibar D, Faskowitz J, Medland S, McMahon K, de Zubicaray G, et al. Voxelwise meta analysis for multi-site brain mapping. Honolulu, Hawaii: Organization for Human Brain Mapping (OHBM); 2015. Jahanshad N, Hibar D, Faskowitz J, Medland S, McMahon K, de Zubicaray G, et al. Voxelwise meta analysis for multi-site brain mapping. Honolulu, Hawaii: Organization for Human Brain Mapping (OHBM); 2015.
29.
go back to reference Cohen RA, Harezlak J, Gongvatana A, Buchthal S, Schifitto G, Clark U, et al. Cerebral metabolite abnormalities in human immunodeficiency virus are associated with cortical and subcortical volumes. J Neurovirol. 2010;16:435.CrossRefPubMed Cohen RA, Harezlak J, Gongvatana A, Buchthal S, Schifitto G, Clark U, et al. Cerebral metabolite abnormalities in human immunodeficiency virus are associated with cortical and subcortical volumes. J Neurovirol. 2010;16:435.CrossRefPubMed
30.
go back to reference Anderson AM, Harezlak J, Bharti A, Mi D, Taylor MJ, Daar ES, et al.: Plasma and cerebrospinal fluid biomarkers predict cerebral injury in HIV-infected individuals on stable combination antiretroviral therapy. J Acquir Immune Defic Syndr 2015. Anderson AM, Harezlak J, Bharti A, Mi D, Taylor MJ, Daar ES, et al.: Plasma and cerebrospinal fluid biomarkers predict cerebral injury in HIV-infected individuals on stable combination antiretroviral therapy. J Acquir Immune Defic Syndr 2015.
31.
go back to reference Zahr NM, Mayer D, Rohlfing T, Sullivan EV, Pfefferbaum A. Imaging neuroinflammation? A perspective from MR spectroscopy. Brain Pathol. 2014;24:654.CrossRefPubMed Zahr NM, Mayer D, Rohlfing T, Sullivan EV, Pfefferbaum A. Imaging neuroinflammation? A perspective from MR spectroscopy. Brain Pathol. 2014;24:654.CrossRefPubMed
32.
go back to reference Madsen SK, Ver Steeg G, Mezher A, Jahanshad N, Nir TM, Hua X, et al. Information-theoretic characterization of blood panel predictors for brain atrophy and cognitive decline in the elderly. Brooklyn, NY, USA: International Symposium for Biomedical Imaging; 2015. Madsen SK, Ver Steeg G, Mezher A, Jahanshad N, Nir TM, Hua X, et al. Information-theoretic characterization of blood panel predictors for brain atrophy and cognitive decline in the elderly. Brooklyn, NY, USA: International Symposium for Biomedical Imaging; 2015.
33.
go back to reference Ver Steeg G, Madsen SK, Mezher A, Jahanshad N, Nir TM, Hua X, et al.: Correlation explanation for multi-modal brain data. Mach Learn Comput Biol, 2014. Ver Steeg G, Madsen SK, Mezher A, Jahanshad N, Nir TM, Hua X, et al.: Correlation explanation for multi-modal brain data. Mach Learn Comput Biol, 2014.
34.
go back to reference Jahanshad N, Nir TM, Toga AW, Jack Jr CR, Bernstein MA, Weiner MW, et al. Seemingly unrelated regression empowers detection of network failure in dementia. Neurobiol Aging. 2015;36 Suppl 1:S103.CrossRefPubMed Jahanshad N, Nir TM, Toga AW, Jack Jr CR, Bernstein MA, Weiner MW, et al. Seemingly unrelated regression empowers detection of network failure in dementia. Neurobiol Aging. 2015;36 Suppl 1:S103.CrossRefPubMed
35.
go back to reference Hua X, Leow AD, Levitt JG, Caplan R, Thompson PM, Toga AW. Detecting brain growth patterns in normal children using tensor-based morphometry. Hum Brain Mapp. 2009;30:209.CrossRefPubMedCentralPubMed Hua X, Leow AD, Levitt JG, Caplan R, Thompson PM, Toga AW. Detecting brain growth patterns in normal children using tensor-based morphometry. Hum Brain Mapp. 2009;30:209.CrossRefPubMedCentralPubMed
36.
go back to reference Thompson PM, Giedd JN, Woods RP, MacDonald D, Evans AC, Toga AW. Growth patterns in the developing brain detected by using continuum mechanical tensor maps. Nature. 2000;404:190.CrossRefPubMed Thompson PM, Giedd JN, Woods RP, MacDonald D, Evans AC, Toga AW. Growth patterns in the developing brain detected by using continuum mechanical tensor maps. Nature. 2000;404:190.CrossRefPubMed
37.
go back to reference Nir TM, Jahanshad N, Busovaca E, Wendelken L, Nicolas K, Thompson PM, et al. Mapping white matter integrity in elderly people with HIV. Hum Brain Mapp. 2014;35:975.CrossRefPubMedCentralPubMed Nir TM, Jahanshad N, Busovaca E, Wendelken L, Nicolas K, Thompson PM, et al. Mapping white matter integrity in elderly people with HIV. Hum Brain Mapp. 2014;35:975.CrossRefPubMedCentralPubMed
38.
go back to reference Jahanshad N, Couture M-C, Prasitsuebsai W, Nir TM, Aurpibul L, Thompson PM, et al.: Brain imaging and neurodevelopment in HIV-uninfected Thai children born to HIV-infected mothers. Pediatr Infect Dis J 2015; In Press. Jahanshad N, Couture M-C, Prasitsuebsai W, Nir TM, Aurpibul L, Thompson PM, et al.: Brain imaging and neurodevelopment in HIV-uninfected Thai children born to HIV-infected mothers. Pediatr Infect Dis J 2015; In Press.
39.
go back to reference Jahanshad N, Valcour VG, Nir TM, Kohannim O, Busovaca E, Nicolas K, et al. Disrupted brain networks in the aging HIV+ population. Brain Connect. 2012;2:335.CrossRefPubMedCentralPubMed Jahanshad N, Valcour VG, Nir TM, Kohannim O, Busovaca E, Nicolas K, et al. Disrupted brain networks in the aging HIV+ population. Brain Connect. 2012;2:335.CrossRefPubMedCentralPubMed
40.
go back to reference Thomason ME, Thompson PM. Diffusion imaging, white matter, and psychopathology. Annu Rev Clin Psychol. 2011;7:63.CrossRefPubMed Thomason ME, Thompson PM. Diffusion imaging, white matter, and psychopathology. Annu Rev Clin Psychol. 2011;7:63.CrossRefPubMed
41.
go back to reference Wilson TW, Heinrichs-Graham E, Becker KM, Aloi J, Robertson KR, Sandkovsky U, et al.: Multimodal neuroimaging evidence of alterations in cortical structure and function in HIV-infected older adults. Hum Brain Mapp 2014. Wilson TW, Heinrichs-Graham E, Becker KM, Aloi J, Robertson KR, Sandkovsky U, et al.: Multimodal neuroimaging evidence of alterations in cortical structure and function in HIV-infected older adults. Hum Brain Mapp 2014.
43.
go back to reference Van Manen D, van't Wout AB, Schuitemaker H. Genome-wide association studies on HIV susceptibility, pathogenesis and pharmacogenomics. Retrovirology. 2012;9:70. Van Manen D, van't Wout AB, Schuitemaker H. Genome-wide association studies on HIV susceptibility, pathogenesis and pharmacogenomics. Retrovirology. 2012;9:70.
44.
go back to reference Chang L, Andres M, Sadino J, Jiang CS, Nakama H, Miller E, et al. Impact of apolipoprotein E epsilon 4 and HIV on cognition and brain atrophy: antagonistic pleiotropy and premature brain aging. Neuroimage. 2011;58:1017.CrossRefPubMedCentralPubMed Chang L, Andres M, Sadino J, Jiang CS, Nakama H, Miller E, et al. Impact of apolipoprotein E epsilon 4 and HIV on cognition and brain atrophy: antagonistic pleiotropy and premature brain aging. Neuroimage. 2011;58:1017.CrossRefPubMedCentralPubMed
45.
go back to reference Chang L, Jiang C, Cunningham E, Buchthal S, Douet V, Andres M, et al. Effects of APOE epsilon4, age, and HIV on glial metabolites and cognitive deficits. Neurology. 2014;82:2213.CrossRefPubMed Chang L, Jiang C, Cunningham E, Buchthal S, Douet V, Andres M, et al. Effects of APOE epsilon4, age, and HIV on glial metabolites and cognitive deficits. Neurology. 2014;82:2213.CrossRefPubMed
46.
go back to reference Hoare J, Fouche JP, Phillips N, Joska JA, Donald KA, Thomas Ket al.: Clinical associations of white matter damage in cART-treated HIV-positive children in South Africa. J Neurovirol 2015. Hoare J, Fouche JP, Phillips N, Joska JA, Donald KA, Thomas Ket al.: Clinical associations of white matter damage in cART-treated HIV-positive children in South Africa. J Neurovirol 2015.
47.
go back to reference Nakamoto BK, Jahanshad N, McMurtray A, Kallianpur KJ, Chow DC, Valcour VG, et al. Cerebrovascular risk factors and brain microstructural abnormalities on diffusion tensor images in HIV-infected individuals. J Neurovirol. 2012;18:303.CrossRefPubMedCentralPubMed Nakamoto BK, Jahanshad N, McMurtray A, Kallianpur KJ, Chow DC, Valcour VG, et al. Cerebrovascular risk factors and brain microstructural abnormalities on diffusion tensor images in HIV-infected individuals. J Neurovirol. 2012;18:303.CrossRefPubMedCentralPubMed
48.
go back to reference Wright PW, Vaida FF, Fernandez RJ, Rutlin J, Price RW, Lee E, et al. Cerebral white matter integrity during primary HIV infection. AIDS. 2015;29:433.CrossRefPubMed Wright PW, Vaida FF, Fernandez RJ, Rutlin J, Price RW, Lee E, et al. Cerebral white matter integrity during primary HIV infection. AIDS. 2015;29:433.CrossRefPubMed
49.
go back to reference Kamat R, Brown GG, Bolden K, Fennema-Notestein C, Archibald S, Marcotte TD, et al. Apathy is associated with white matter abnormalities in anterior, medial brain regions in persons with HIV infection. J Clin Exp Neuropsychol. 2014;36:854.CrossRefPubMedCentralPubMed Kamat R, Brown GG, Bolden K, Fennema-Notestein C, Archibald S, Marcotte TD, et al. Apathy is associated with white matter abnormalities in anterior, medial brain regions in persons with HIV infection. J Clin Exp Neuropsychol. 2014;36:854.CrossRefPubMedCentralPubMed
50.
go back to reference Ernst T, Yakupov R, Nakama H, Crocket G, Cole M, Watters M, et al. Declined neural efficiency in cognitively stable human immunodeficiency virus patients. Ann Neurol. 2009;65:316.CrossRefPubMedCentralPubMed Ernst T, Yakupov R, Nakama H, Crocket G, Cole M, Watters M, et al. Declined neural efficiency in cognitively stable human immunodeficiency virus patients. Ann Neurol. 2009;65:316.CrossRefPubMedCentralPubMed
51.
go back to reference van den Heuvel MP, Hulshoff Pol HE. Exploring the brain network: a review on resting-state fMRI functional connectivity. Eur Neuropsychopharmacol. 2010;20:519.CrossRefPubMed van den Heuvel MP, Hulshoff Pol HE. Exploring the brain network: a review on resting-state fMRI functional connectivity. Eur Neuropsychopharmacol. 2010;20:519.CrossRefPubMed
52.
go back to reference Thomas JB, Brier MR, Snyder AZ, Vaida FF, Ances BM. Pathways to neurodegeneration: effects of HIV and aging on resting-state functional connectivity. Neurology. 2013;80:1186.CrossRefPubMedCentralPubMed Thomas JB, Brier MR, Snyder AZ, Vaida FF, Ances BM. Pathways to neurodegeneration: effects of HIV and aging on resting-state functional connectivity. Neurology. 2013;80:1186.CrossRefPubMedCentralPubMed
53.
go back to reference Ances BM, Hammoud DA. Neuroimaging of HIV-associated neurocognitive disorders (HAND). Curr Opin HIV AIDS. 2014;9:545.CrossRefPubMed Ances BM, Hammoud DA. Neuroimaging of HIV-associated neurocognitive disorders (HAND). Curr Opin HIV AIDS. 2014;9:545.CrossRefPubMed
54.
go back to reference Weiner MW, Veitch DP, Aisen PS, Beckett LA, Cairns NJ, Green RC, et al. The Alzheimer's Disease Neuroimaging Initiative: a review of papers published since its inception. Alzheimers Dement. 2013;9:e111.CrossRefPubMedCentralPubMed Weiner MW, Veitch DP, Aisen PS, Beckett LA, Cairns NJ, Green RC, et al. The Alzheimer's Disease Neuroimaging Initiative: a review of papers published since its inception. Alzheimers Dement. 2013;9:e111.CrossRefPubMedCentralPubMed
55.
go back to reference Weiner M, Veitcha DP, Aisen PS, Beckett LA, Cairns NJ, Cedarbaum J, et al.: Impact of the Alzheimer’s Disease Neuroimaging Initiative, 2004–2014. 2015; Submitted. Weiner M, Veitcha DP, Aisen PS, Beckett LA, Cairns NJ, Cedarbaum J, et al.: Impact of the Alzheimer’s Disease Neuroimaging Initiative, 2004–2014. 2015; Submitted.
56.
go back to reference Jahanshad N, Kochunov PV, Sprooten E, Mandl RC, Nichols TE, Almasy L, et al. Multi-site genetic analysis of diffusion images and voxelwise heritability analysis: a pilot project of the ENIGMA-DTI working group. Neuroimage. 2013;81:455.CrossRefPubMedCentralPubMed Jahanshad N, Kochunov PV, Sprooten E, Mandl RC, Nichols TE, Almasy L, et al. Multi-site genetic analysis of diffusion images and voxelwise heritability analysis: a pilot project of the ENIGMA-DTI working group. Neuroimage. 2013;81:455.CrossRefPubMedCentralPubMed
57.
go back to reference Stein JL, Medland SE, Vasquez AA, Hibar DP, Senstad RE, Winkler AM, et al. Identification of common variants associated with human hippocampal and intracranial volumes. Nat Genet. 2012;44:552.CrossRefPubMedCentralPubMed Stein JL, Medland SE, Vasquez AA, Hibar DP, Senstad RE, Winkler AM, et al. Identification of common variants associated with human hippocampal and intracranial volumes. Nat Genet. 2012;44:552.CrossRefPubMedCentralPubMed
58.
go back to reference van Erp TGM, Hibar DP, Rasmussen JM, Glahn DC, D.Pearlson G, Andreassen OA, et al.: Subcortical brain volume abnormalities in 2,028 patients with schizophrenia and 2,540 healthy controls via the ENIGMA consortium. Mol Psychiatry 2015; In Press. van Erp TGM, Hibar DP, Rasmussen JM, Glahn DC, D.Pearlson G, Andreassen OA, et al.: Subcortical brain volume abnormalities in 2,028 patients with schizophrenia and 2,540 healthy controls via the ENIGMA consortium. Mol Psychiatry 2015; In Press.
59.
go back to reference Hibar DP, Westlye LT, Erp TGMv, Rasmussen J, Leonardo CD, Haukvik UK, et al.: Robust subcortical volumetric reductions in bipolar disorder: findings from the ENIGMA bipolar disorder working group including 1,745 cases and 2,613 controls. JAMA Psychiatry 2015; In Press. Hibar DP, Westlye LT, Erp TGMv, Rasmussen J, Leonardo CD, Haukvik UK, et al.: Robust subcortical volumetric reductions in bipolar disorder: findings from the ENIGMA bipolar disorder working group including 1,745 cases and 2,613 controls. JAMA Psychiatry 2015; In Press.
60.
go back to reference Schmaal L, Veltman DJ, Erp TGMv, Sämann P, Frodl T, Jahanshad N, et al.: Subcortical brain volume abnormalities in major depressive disorder: prospective meta-analytic findings from the ENIGMA major depressive disorder working group including 1,808 cases and 7,223 controls. Molecular Psychiatry 2015; In Submission. Schmaal L, Veltman DJ, Erp TGMv, Sämann P, Frodl T, Jahanshad N, et al.: Subcortical brain volume abnormalities in major depressive disorder: prospective meta-analytic findings from the ENIGMA major depressive disorder working group including 1,808 cases and 7,223 controls. Molecular Psychiatry 2015; In Submission.
61.
go back to reference Fouche J, Jahanshad N, Ching C, Joska J, Paul R, Hoare J, et al. A meta-analysis by the ENIGMA-HIV working group: CD4 counts predict subcortical volume loss in HIV-positive individuals. Honolulu, Hawaii: Organization for Human Brain Mapping annual meeting; 2015. Fouche J, Jahanshad N, Ching C, Joska J, Paul R, Hoare J, et al. A meta-analysis by the ENIGMA-HIV working group: CD4 counts predict subcortical volume loss in HIV-positive individuals. Honolulu, Hawaii: Organization for Human Brain Mapping annual meeting; 2015.
Metadata
Title
Novel Neuroimaging Methods to Understand How HIV Affects the Brain
Authors
Paul M. Thompson
Neda Jahanshad
Publication date
01-06-2015
Publisher
Springer US
Published in
Current HIV/AIDS Reports / Issue 2/2015
Print ISSN: 1548-3568
Electronic ISSN: 1548-3576
DOI
https://doi.org/10.1007/s11904-015-0268-6

Other articles of this Issue 2/2015

Current HIV/AIDS Reports 2/2015 Go to the issue

The Global Epidemic (SH Vermund, Section Editor)

Inflammation and HIV Transmission in Sub-Saharan Africa

Central Nervous System and Cognition (SS Spudich, Section Editor)

Compartmentalization, Viral Evolution, and Viral Latency of HIV in the CNS

Central Nervous System and Cognition (SS Spudich, Section Editor)

Cerebrospinal Fluid HIV Escape from Antiretroviral Therapy

Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.