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Robinson-Papp J, Saylor D. HIV in the Brain: From Devastating Dementia to White Matter Hyperintensities. Neurology 2021; 96:645-646. [PMID: 33637631 DOI: 10.1212/wnl.0000000000011735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Affiliation(s)
- Jessica Robinson-Papp
- From the Department of Neurology (J.R.-P.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Neurology (D.S.), Johns Hopkins University School of Medicine, Baltimore, MD.
| | - Deanna Saylor
- From the Department of Neurology (J.R.-P.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Neurology (D.S.), Johns Hopkins University School of Medicine, Baltimore, MD
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Watson C, Busovaca E, Foley JM, Allen IE, Schwarz CG, Jahanshad N, Nir TM, Esmaeili-Firidouni P, Milanini B, Rosen H, Carmichael OT, Thompson PM, Valcour VG. White matter hyperintensities correlate to cognition and fiber tract integrity in older adults with HIV. J Neurovirol 2017; 23:422-429. [PMID: 28101804 DOI: 10.1007/s13365-016-0509-5] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2016] [Revised: 12/20/2016] [Accepted: 12/26/2016] [Indexed: 12/24/2022]
Abstract
Our aim was to examine the clinical relevance of white matter hyperintensities (WMH) in HIV. We used an automated approach to quantify WMH volume in HIV seropositive (HIV+; n = 65) and HIV seronegative (HIV-; n = 29) adults over age 60. We compared WMH volumes between HIV+ and HIV- groups in cross-sectional and multiple time-point analyses. We also assessed correlations between WMH volumes and cardiovascular, HIV severity, cognitive scores, and diffusion tensor imaging variables. Serostatus groups did not differ in WMH volume, but HIV+ participants had less cerebral white matter (mean: 470.95 [43.24] vs. 497.63 [49.42] mL, p = 0.010). The distribution of WMH volume was skewed in HIV+ with a high proportion (23%) falling above the 95th percentile of WMH volume defined by the HIV- group. Serostatus groups had similar amount of WMH volume growth over time. Total WMH volume directly correlated with measures of hypertension and inversely correlated with measures of global cognition, particularly in executive functioning, and psychomotor speed. Greater WMH volume was associated with poorer brain integrity measured from diffusion tensor imaging (DTI) in the corpus callosum and sagittal stratum. In this group of HIV+ individuals over 60, WMH burden was associated with cardiovascular risk and both worse diffusion MRI and cognition. The median total burden did not differ by serostatus; however, a subset of HIV+ individuals had high WMH burden.
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Affiliation(s)
- Christa Watson
- Memory and Aging Center, Department of Neurology, University of California, 675 Nelson Rising Lane, Suite 190, MC: 1207, San Francisco, CA, 94158, USA.
| | - Edgar Busovaca
- Memory and Aging Center, Department of Neurology, University of California, 675 Nelson Rising Lane, Suite 190, MC: 1207, San Francisco, CA, 94158, USA.,Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Jessica M Foley
- Memory and Aging Center, Department of Neurology, University of California, 675 Nelson Rising Lane, Suite 190, MC: 1207, San Francisco, CA, 94158, USA
| | - I Elaine Allen
- Department of Biostatistics and Epidemiology, University of California, San Francisco, San Francisco, CA, USA
| | - Christopher G Schwarz
- Department of Radiology, Mayo Clinic, Rochester, MN, USA.,Center for Neuroscience, Department of Neurology, University of California, Davis, Davis, CA, USA
| | - Neda Jahanshad
- Imaging Genetics Center, Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey, Los Angeles, CA, USA
| | - Talia M Nir
- Imaging Genetics Center, Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey, Los Angeles, CA, USA
| | - Pardis Esmaeili-Firidouni
- Memory and Aging Center, Department of Neurology, University of California, 675 Nelson Rising Lane, Suite 190, MC: 1207, San Francisco, CA, 94158, USA
| | - Benedetta Milanini
- Memory and Aging Center, Department of Neurology, University of California, 675 Nelson Rising Lane, Suite 190, MC: 1207, San Francisco, CA, 94158, USA
| | - Howard Rosen
- Memory and Aging Center, Department of Neurology, University of California, 675 Nelson Rising Lane, Suite 190, MC: 1207, San Francisco, CA, 94158, USA
| | - Owen T Carmichael
- Biomedical Imaging Center, Pennington Biomedical Research Center, Louisiana State University, Baton Rouge, LA, USA
| | - Paul M Thompson
- Imaging Genetics Center, Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey, Los Angeles, CA, USA
| | - Victor G Valcour
- Memory and Aging Center, Department of Neurology, University of California, 675 Nelson Rising Lane, Suite 190, MC: 1207, San Francisco, CA, 94158, USA
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Haddow LJ, Dudau C, Chandrashekar H, Cartledge JD, Hyare H, Miller RF, Jäger HR. Cross-sectional study of unexplained white matter lesions in HIV positive individuals undergoing brain magnetic resonance imaging. AIDS Patient Care STDS 2014; 28:341-9. [PMID: 24785779 DOI: 10.1089/apc.2013.0230] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
White matter (WM) abnormalities are frequently seen on brain MRI of HIV positive (HIV+) patients. We aimed to determine the prevalence of unexplained WM abnormalities and their associations with HIV disease and cardiovascular risk factors. We conducted a retrospective, cross-sectional study of brain MRI of HIV+ patients conducted between 2004 and 2009 at our center. Clinical and laboratory data were compiled, and images were independently reviewed for WM lesions. Images were obtained from 254 patients: 70% male, 53% white, 40% black, mean age 42 years, median current CD4 count 240 cells/mm(3), and 41% not taking antiretroviral therapy (ART). Hyperintense WM lesions were present in 161 patients (63.4%): 89 scans (35.0%) showed diffuse WM signal abnormality (DWMSA), 61 (24.0%) were consistent with small vessel disease (SVD, graded by Fazekas' scale), and 37 (14.6%) showed large asymmetrical focal WM lesions. SVD changes were associated with age and cardiovascular risk factors, and while cerebral SVD may be related to HIV infection, the MRI findings were not associated with HIV-related factors. The only risk factor for DWMSA was black race, and no correlation with cardiovascular risk factors, CD4 count, or clinical presentation was identified. DWMSA are therefore of uncertain neurological significance in HIV+ patients and could represent more than one clinicopathological entity.
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Affiliation(s)
- Lewis J. Haddow
- Research Department of Infection and Population Health, Institute of Epidemiology and Health Care, Institute of Neurology, University College London, London, United Kingdom
- Department of Genitourinary Medicine, Central and North West London NHS Foundation Trust, London, United Kingdom
| | - Cristina Dudau
- Department of Imaging, University College London Hospitals NHS Foundation Trust, London, United Kingdom
| | - Hoskote Chandrashekar
- Department of Neuroradiology, National Hospital for Neurology and Neurosurgery, London, United Kingdom
| | - Jonathan D. Cartledge
- Department of Genitourinary Medicine, Central and North West London NHS Foundation Trust, London, United Kingdom
- Department of Infection, University College London Hospitals NHS Foundation Trust, London, United Kingdom
| | - Harpreet Hyare
- Department of Imaging, University College London Hospitals NHS Foundation Trust, London, United Kingdom
- Department of Neurodegenerative Disease, Institute of Neurology, University College London, London, United Kingdom
| | - Robert F. Miller
- Research Department of Infection and Population Health, Institute of Epidemiology and Health Care, Institute of Neurology, University College London, London, United Kingdom
- Department of Infection, University College London Hospitals NHS Foundation Trust, London, United Kingdom
| | - H. Rolf Jäger
- Department of Imaging, University College London Hospitals NHS Foundation Trust, London, United Kingdom
- Department of Neuroradiology, National Hospital for Neurology and Neurosurgery, London, United Kingdom
- Research Department of Brain Repair and Rehabilitation, Institute of Neurology, University College London, London, United Kingdom
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Hanning U, Husstedt IW, Niederstadt TU, Evers S, Heindel W, Kloska SP. Cerebral signal intensity abnormalities on T2-weighted MR images in HIV patients with highly active antiretroviral therapy: relationship with clinical parameters and interval changes. Acad Radiol 2011; 18:1144-50. [PMID: 21703882 DOI: 10.1016/j.acra.2011.04.013] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2011] [Revised: 03/27/2011] [Accepted: 04/07/2011] [Indexed: 01/30/2023]
Abstract
RATIONALE AND OBJECTIVES The aim of this study was to assess the relationship between immune state and cerebral signal intensity abnormalities (SIAs) on T2-weighted magnetic resonance images in subjects with human immunodeficiency virus type 1 infection and highly active antiretroviral therapy. MATERIALS AND METHODS Thirty-two subjects underwent a total of 109 magnetic resonance studies. The presence of human immunodeficiency virus-associated neurocognitive disorder, categorized CD4(+) T lymphocyte count, and plasma viral load were assessed for relationship with the severity and interval change of SIAs for different anatomic locations of the brain. RESULTS Subjects with multifocal patterns of SIAs had CD4(+) cell counts < 200 cells/μL in 66.0%, whereas subjects with diffuse patterns of SIAs had CD4(+) cell counts < 200 cells/μL in only 31.4% (P < .001). Subjects without SIAs in the basal ganglia had CD4(+) cell counts < 200 cells/μL in 37.0%, whereas subjects with minor and moderate SIAs in the basal ganglia had CD4(+) cell counts < 200 cells/μL in 78.3% and 80.0%, respectively (P < .005). The percentage of subjects with CD4(+) cell counts < 200 cells/μL was 85.7% when there were progressive periventricular SIA changes and 45.5% when periventricular SIA changes were stable in follow-up (P < .05). CONCLUSIONS The presence and progression of cerebral SIAs on T2-weighted magnetic resonance images reflecting cerebral infection with human immunodeficiency virus are significantly related to impaired immune state as measured by CD4(+) cell count.
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Affiliation(s)
- Uta Hanning
- Department of Clinical Radiology, University of Münster, Germany
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Raininko R, Elovaara I, Poutiainen E, Virta A, Valanne L, Haltia M, Lähdevirta J. A prospective radiologic and neurologic follow-up study of 61 HIV-1 -infected subjects: early beginning and slow progression of brain atrophy. Eur J Neurol 2011; 4:143-51. [DOI: 10.1111/j.1468-1331.1997.tb00320.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Martin-Thormeyer EM, Paul RH. Drug abuse and hepatitis C infection as comorbid features of HIV associated neurocognitive disorder: neurocognitive and neuroimaging features. Neuropsychol Rev 2009; 19:215-31. [PMID: 19468837 PMCID: PMC3635478 DOI: 10.1007/s11065-009-9101-6] [Citation(s) in RCA: 66] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2009] [Accepted: 05/06/2009] [Indexed: 02/06/2023]
Abstract
Substance abuse and co-infection with hepatitis C (HCV) are two highly relevant determinants of neurocognitive and neuroimaging abnormalities associated with HIV. Substance abuse and HCV are common in the HIV population and there is increasing evidence that the CNS is directly compromised by these comorbid conditions via additive or synergistic processes. In this article we review the current literature regarding mechanisms of neuronal injury as well as the neuropsychological and neuroimaging signatures associated with substance abuse and HCV status among HIV patients. We discuss specific methodological challenges and threats to validity associated with studies of HIV and comorbid substance use disorders or HCV and review potential strategies for minimizing their confounding effects. Efforts to understand the interactions between HIV, substance abuse and HCV co-infection will lead to more complete models of neuropathogenesis of HIV and a greater understanding of the variability in neuropsychological expression of HIV Associated Neurocognitive Disorder.
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Wohlschlaeger J, Wenger E, Mehraein P, Weis S. White matter changes in HIV-1 infected brains: a combined gross anatomical and ultrastructural morphometric investigation of the corpus callosum. Clin Neurol Neurosurg 2009; 111:422-9. [PMID: 19185416 DOI: 10.1016/j.clineuro.2008.12.006] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2008] [Revised: 12/11/2008] [Accepted: 12/19/2008] [Indexed: 11/24/2022]
Abstract
OBJECTIVE The HIV-1 associated cognitive/motor complex is characterized by cognitive, motor and behavioral disturbances. Besides a significant loss of neurons in the cerebral cortex and subcortical nuclei, a possible morphological substrate of this complex is also given by changes of the white matter as seen in HIV-1 leucoencephalopathy (HIVL), which is characterized by widespread diffuse pallor of myelin and the presence of gliomesenchymal nodules with multinucleated giant cells. METHODS The corpus callosum as a sensitive marker for damage of the cerebral white matter was investigated by morphometry both at the macroscopic and electronmicroscopic level. RESULTS In HIV-1 infected brains, a significant decrease of the profile area of the whole corpus callosum as well as of its different parts was noted. The absolute number of nerve fibers was significantly decreased, in particular in the frontal and occipital parts of the corpus callosum. Moreover, several morphometric parameters for nerve fibers, axons and myelin sheaths indicate in some areas a reduction of nerve fibers and axons, as well as a diminished myelin sheath thickness, whereas, in other regions, swelling of axons and myelin sheaths was observed. CONCLUSIONS The observed changes are considered to represent subtle changes affecting nerve fibers before histological evidence of HIVL, and might represent one aspect of the morphological substrates preceeding the development of the HIV-1 related cognitive/motor complex.
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Pfefferbaum A, Rosenbloom MJ, Rohlfing T, Adalsteinsson E, Kemper CA, Deresinski S, Sullivan EV. Contribution of alcoholism to brain dysmorphology in HIV infection: Effects on the ventricles and corpus callosum. Neuroimage 2006; 33:239-51. [PMID: 16877010 DOI: 10.1016/j.neuroimage.2006.05.052] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2006] [Revised: 05/21/2006] [Accepted: 05/26/2006] [Indexed: 11/23/2022] Open
Abstract
Nonrigid registration and atlas-based parcellation methods were used to compare the volume of the ventricular system and the cross-sectional area of the midsagittal corpus callosum on brain MRIs from 272 subjects in four groups: patients with HIV infection, with and without alcoholism comorbidity, alcoholics, and controls. Prior to testing group differences in regional brain metrics, each measure was corrected by regression analysis for significant correlations with supratentorial cranial volume and age, observed in 121 normal control men and women, whose age spanned six decades. Disregarding HIV disease severity, we observed a graded pattern of modest enlargement of the total ventricular system (0.28 SD for uncomplicated HIV, 0.65 SD for HIV comorbid with alcoholism, and 0.72 SD for the alcoholism group). The pattern of callosal thinning showed a similar but small ( approximately 0.5 SD) graded effect. A different pattern emerged, however, when HIV severity in the context of alcoholism comorbidity was factored into the analysis. Substantially greater volume abnormalities were present in individuals with a history of an AIDS-defining event or low CD4+ T cell counts (<or=200 mm(3)) irrespective of alcoholism comorbidity, and the effect of HIV severity was disproportionately exacerbated by alcoholism comorbidity, with 1 SD size deficit in the genu of corpus callosum and nearly 2 SD greater volume of the frontal and body regions of the ventricles for the AIDS + alcohol comorbid group. The differences in brain volumes between the AIDS groups with vs. without alcoholism could not be attributed to differences in HIV disease severity, defined by CD4+ count, viral load, or Karnofsky score. The substantial effect of the alcoholism-AIDS interaction on ventricular and callosal dysmorphology, in the context of the modest changes observed in non-AIDS, nonalcohol abusing HIV-infected individuals, highlight the need to consider alcohol use disorders as a major risk factor for neuropathology among HIV-infected persons.
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Pfefferbaum A, Rosenbloom M, Sullivan EV. Alcoholism and AIDS: Magnetic Resonance Imaging Approaches for Detecting Interactive Neuropathology. Alcohol Clin Exp Res 2002. [DOI: 10.1111/j.1530-0277.2002.tb02638.x] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Paul R, Cohen R, Navia B, Tashima K. Relationships between cognition and structural neuroimaging findings in adults with human immunodeficiency virus type-1. Neurosci Biobehav Rev 2002; 26:353-9. [PMID: 12034135 DOI: 10.1016/s0149-7634(02)00006-4] [Citation(s) in RCA: 100] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Infection of the central nervous system with human immunodeficiency virus type-1 (HIV) is associated with cognitive impairments that range from mild cognitive and motor difficulties to dementia. Structural neuroimaging abnormalities are also common in HIV-infected patients both with and without cognitive disturbances. The most common abnormalities include high signal intensities in the white matter and atrophy. Research over the past 12 years has helped define the relationship between these neuroimaging abnormalities and the manifestation of cognitive disturbance in HIV. In the present paper, we provide a synopsis of these studies and report the current state of the literature. Our review revealed that atrophy of the caudate nucleus is most consistently associated with cognitive impairment in HIV. The current literature does not support a strong relationship between cortical atrophy or white matter abnormalities and cognitive dysfunction in this population, though methodological issues may have influenced the results. Suggestions for study design and new research directions are provided.
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Affiliation(s)
- Robert Paul
- Department of Psychiatry and Human Behavior, Centers for Behavioral and Preventive Medicine, Brown Medical School, Miriam Hospital, One Hoppin Street, Providence, RI 02903, USA.
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Abstract
1. Since 1986, the AIDS dementia complex has been recognized increasingly as a significant sequela of HIV infection. Though the pathogenesis remains poorly characterized and the diagnosis is one of exclusion, research utilizing various imaging techniques has resulted in greater understanding of the progressive character of ADC. 2. CT and MR studies have revealed general atrophy, atrophy of the basal ganglia, and white matter lesions that appear to increase in severity with progression of HIV infection. 3. CT and MR are relatively insensitive to the presence of clinical dementia, neurological signs, or positive findings on neuropsychological tests. In addition, they show poor correlation with histopathologic findings. 4. PET, SPECT, and MRS show the greatest sensitivity to changes wrought by primary HIV infection of the CNS and thus the greatest potential for early diagnosis of ADC. 5. PET, SPECT, and MRS show involvement of the basal ganglia, bloodflow abnormalities, and metabolite disturbances in HIV-seropositive subjects without findings on examination or neuropsychological tests.
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Affiliation(s)
- D M Kim
- Department of Psychiatry, Duke University Medical Center, Durham, NC, USA
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Brouwers P, Vlugt HVD, Moss H, Wolters P, Pizzo P. White matter changes on ct brain scan are associated with neurobehavioral dysfunction in children with symptomatic HIV disease. Child Neuropsychol 1995. [DOI: 10.1080/09297049508402241] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Meyerhoff DJ, MacKay S, Sappey-Marinier D, Deicken R, Calabrese G, Dillon WP, Weiner MW, Fein G. Effects of chronic alcohol abuse and HIV infection on brain phosphorus metabolites. Alcohol Clin Exp Res 1995; 19:685-92. [PMID: 7573794 DOI: 10.1111/j.1530-0277.1995.tb01568.x] [Citation(s) in RCA: 45] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
We examined the effects of human immunodeficiency virus (HIV) infection and chronic alcohol consumption on cerebral phosphorus metabolites to determine if chronic alcohol abuse is a risk factor for the progression of neurological effects of HIV infection. We studied 15 HIV- alcoholics, 8 HIV- light/nondrinkers, 32 HIV+ alcoholics, and 41 HIV+ light/nondrinking men, with both HIV+ groups having similar CD4 lymphocyte counts. We used localized 31-phosphorus magnetic resonance spectroscopy after magnetic resonance imaging to examine two brain volumes in superior white matter and subcortical gray matter. Chronic alcohol consumption was associated with reduced white matter concentrations of phosphodiester (PDE) and phosphocreatine (PCr). Also in the white matter, acquired immune deficiency syndrome (AIDS) and AIDS-related complex (ARC) were associated with reduced concentrations of PDE and PCr, compared with both HIV- and clinically asymptomatic HIV+ subjects. Because no alcohol-by-HIV interactions were detected, the effects of HIV infection and alcohol abuse were cumulative. This is reflected in a successive decrease of white matter PDE and PCr concentrations in the order HIV- light/nondrinkers/HIV- alcoholics/HIV+ light/nondrinkers/HIV+ alcoholics. Subcortical gray matter PDE concentrations were lower in ARC/AIDS alcoholics than in HIV- light/nondrinking individuals. These findings suggest altered brain phospholipid metabolites and energy metabolites with alcohol abuse and HIV infection. They demonstrate that the adverse metabolic effects of HIV on the brain are augmented by chronic alcohol abuse.
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Affiliation(s)
- D J Meyerhoff
- Department of Veterans Affairs Medical Center, Magnetic Resonance Spectroscopy Unit, San Francisco, CA 94121, USA
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Zijdenbos AP, Dawant BM, Margolin RA, Palmer AC. Morphometric analysis of white matter lesions in MR images: method and validation. IEEE Trans Med Imaging 1994; 13:716-24. [PMID: 18218550 DOI: 10.1109/42.363096] [Citation(s) in RCA: 705] [Impact Index Per Article: 23.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/14/2023]
Abstract
The analysis of MR images is evolving from qualitative to quantitative. More and more, the question asked by clinicians is how much and where, rather than a simple statement on the presence or absence of abnormalities. The authors present a study in which the results obtained with a semiautomatic, multispectral segmentation technique are quantitatively compared to manually delineated regions. The core of the semiautomatic image analysis system is a supervised artificial neural network classifier augmented with dedicated preand postprocessing algorithms, including anisotropic noise filtering and a surface-fitting method for the correction of spatial intensity variations. The study was focused on the quantitation of white matter lesions in the human brain. A total of 36 images from six brain volumes was analyzed twice by each of two operators, under supervision of a neuroradiologist. Both the intra- and interrater variability of the methods were studied in terms of the average tissue area detected per slice, the correlation coefficients between area measurements, and a measure of similarity derived from the kappa statistic. The results indicate that, compared to a manual method, the use of the semiautomatic technique not only facilitates the analysis of the images, but also has similar or lower intra- and interrater variabilities.
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Affiliation(s)
- A P Zijdenbos
- Dept. of Electr. & Comput. Eng., Vanderbilt Univ., Nashville, TN
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Shapiro EG, Klein KA. Dementia in Childhood: Issues in Neuropsychological Assessment with Application to the Natural History and Treatment of Degenerative Storage Diseases. Advances in Child Neuropsychology 1994. [DOI: 10.1007/978-1-4612-2608-6_4] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
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Abstract
Cognitive impairment is a frequent complication of advanced human immunodeficiency virus-1 (HIV-1) infection. However, structural imaging of the brain has not revealed abnormalities that precede the onset of clinical abnormalities. Cranial magnetic resonance (MR) studies were performed in 28 male subjects with intravenous drug use histories; nine were HIV-1 seronegative, 11 were HIV-1 seropositive but asymptomatic, and eight were seropositive and met symptomatic criteria for acquired immune deficiency syndrome (AIDS). Cortical atrophy, but not the degree of ventricular enlargement or signal abnormalities, was increased in the seropositive group compared with the seronegative group and also differed between asymptomatic seropositive and seronegative patients. An increased level of cortical atrophy may reflect the early impact of HIV-1 infection on the brain.
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Affiliation(s)
- L Handelsman
- Psychiatry Service, Veterans Affairs Medical Center, Bronx, NY 10468
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