1
|
Yang A, Yang YT, Zhao XM. An augmented Mendelian randomization approach provides causality of brain imaging features on complex traits in a single biobank-scale dataset. PLoS Genet 2023; 19:e1011112. [PMID: 38150468 PMCID: PMC10775988 DOI: 10.1371/journal.pgen.1011112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 01/09/2024] [Accepted: 12/12/2023] [Indexed: 12/29/2023] Open
Abstract
Mendelian randomization (MR) is an effective approach for revealing causal risk factors that underpin complex traits and diseases. While MR has been more widely applied under two-sample settings, it is more promising to be used in one single large cohort given the rise of biobank-scale datasets that simultaneously contain genotype data, brain imaging data, and matched complex traits from the same individual. However, most existing multivariable MR methods have been developed for two-sample setting or a small number of exposures. In this study, we introduce a one-sample multivariable MR method based on partial least squares and Lasso regression (MR-PL). MR-PL is capable of considering the correlation among exposures (e.g., brain imaging features) when the number of exposures is extremely upscaled, while also correcting for winner's curse bias. We performed extensive and systematic simulations, and demonstrated the robustness and reliability of our method. Comprehensive simulations confirmed that MR-PL can generate more precise causal estimates with lower false positive rates than alternative approaches. Finally, we applied MR-PL to the datasets from UK Biobank to reveal the causal effects of 36 white matter tracts on 180 complex traits, and showed putative white matter tracts that are implicated in smoking, blood vascular function-related traits, and eating behaviors.
Collapse
Affiliation(s)
- Anyi Yang
- Department of Neurology, Zhongshan Hospital and Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, People’s Republic of China
- MOE Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, People’s Republic of China
| | - Yucheng T. Yang
- Department of Neurology, Zhongshan Hospital and Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, People’s Republic of China
- MOE Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, People’s Republic of China
| | - Xing-Ming Zhao
- Department of Neurology, Zhongshan Hospital and Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, People’s Republic of China
- MOE Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, People’s Republic of China
- State Key Laboratory of Medical Neurobiology, Institutes of Brain Science, Fudan University, Shanghai, People’s Republic of China
- International Human Phenome Institutes (Shanghai), Shanghai, People’s Republic of China
| |
Collapse
|
2
|
Zhao J, Jing B, Liu J, Chen F, Wu Y, Li H. Probing bundle-wise abnormalities in patients infected with human immunodeficiency virus using fixel-based analysis: new insights into neurocognitive impairments. Chin Med J (Engl) 2023; 136:2178-2186. [PMID: 37605986 PMCID: PMC10508508 DOI: 10.1097/cm9.0000000000002829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Indexed: 08/23/2023] Open
Abstract
BACKGROUND Changes in white matter (WM) underlie the neurocognitive damages induced by a human immunodeficiency virus (HIV) infection. This study aimed to examine using a bundle-associated fixel-based analysis (FBA) pipeline for investigating the microstructural and macrostructural alterations in the WM of the brain of HIV patients. METHODS This study collected 93 HIV infected patients and 45 age/education/handedness matched healthy controls (HCs) at the Beijing Youan Hospital between January 1, 2016 and December 30, 2016.All HIV patients underwent neurocognitive evaluation and laboratory testing followed by magnetic resonance imaging (MRI) scanning. In order to detect the bundle-wise WM abnormalities accurately, a specific WM bundle template with 56 tracts of interest was firstly generated by an automated fiber clustering method using a subset of subjects. Fixel-based analysis was used to investigate bundle-wise differences between HIV patients and HCs in three perspectives: fiber density (FD), fiber cross-section (FC), and fiber density and cross-section (FDC). The between-group differences were detected by a two-sample t -test with the false discovery rate (FDR) correction ( P <0.05). Furthermore, the covarying relationship in FD, FC and FDC between any pair of bundles was also accessed by the constructed covariance networks, which was subsequently compared between HIV and HCs via permutation t -tests. The correlations between abnormal WM metrics and the cognitive functions of HIV patients were explored via partial correlation analysis after controlling age and gender. RESULTS Among FD, FC and FDC, FD was the only metric that showed significant bundle-wise alterations in HIV patients compared to HCs. Increased FD values were observed in the bilateral fronto pontine tract, corona radiata frontal, left arcuate fasciculus, left corona radiata parietal, left superior longitudinal fasciculus III, and right superficial frontal parietal (SFP) (all FDR P <0.05). In bundle-wise covariance network, HIV patients displayed decreased FD and increased FC covarying patterns in comparison to HC ( P <0.05) , especially between associated pathways. Finally, the FCs of several tracts exhibited a significant correlation with language and attention-related functions. CONCLUSIONS Our study demonstrated the utility of FBA on detecting the WM alterations related to HIV infection. The bundle-wise FBA method provides a new perspective for investigating HIV-induced microstructural and macrostructural WM-related changes, which may help to understand cognitive dysfunction in HIV patients thoroughly.
Collapse
Affiliation(s)
- Jing Zhao
- School of Biological Science and Medical Engineering, Beihang University, Beijing 100069, China
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing 100069, China
| | - Bin Jing
- School of Biomedical Engineering, Capital Medical University, Beijing 100069, China
- Beijing Key Laboratory of Fundamental Research on Biomechanics in Clinical Application,School of Biomedical Engineering, Capital Medical University, Beijing 100069, China
| | - Jiaojiao Liu
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing 100069, China
| | - Feng Chen
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing 100069, China
| | - Ye Wu
- School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, Jiangsu 210094, China
| | - Hongjun Li
- School of Biological Science and Medical Engineering, Beihang University, Beijing 100069, China
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing 100069, China
| |
Collapse
|
3
|
Ma J, Yang X, Xu F, Li H. Application of Diffusion Tensor Imaging (DTI) in the Diagnosis of HIV-Associated Neurocognitive Disorder (HAND): A Meta-Analysis and a System Review. Front Neurol 2022; 13:898191. [PMID: 35873786 PMCID: PMC9302369 DOI: 10.3389/fneur.2022.898191] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Accepted: 05/20/2022] [Indexed: 12/20/2022] Open
Abstract
Background The patients with HIV-associated neurocognitive disorder (HAND) are often accompanied by white matter structure damage. Diffusion tensor imaging (DTI) is an important tool to detect white matter structural damage. However, the changes in DTI values reported in many studies are diverse in different white matter fiber tracts and brain regions. Purpose Our research is dedicated to evaluating the consistency and difference of the correlation between HAND and DTI measures in different studies. Additionally, the value of DTI in HAND evaluation is used to obtain consensus and independent conclusions between studies. Methods We searched PubMed and Web of Science to collect relevant studies using DTI for the diagnosis of HAND. After screening and evaluating the search results, meta-analysis is used for quantitative research on data. Articles that cannot collect data but meet the research relevance will be subjected to a system review. Results The meta-analysis shows that the HAND group has lower fractional anisotropy (standardized mean difference = −0.57 p < 0.0001) and higher mean diffusivity (standardized mean difference = 0.04 p < 0.0001) than the healthy control group in corpus callosum. In other white matter fibers, we found similar changes in fractional anisotropy (standardized mean difference = −1.18 p < 0.0001) and mean diffusivity (standardized mean difference = 0.69 p < 0.0001). However, the heterogeneity (represented by I2) between the studies is high (in corpus callosum 94, 88%, in other matter fibers 95, 81%). After subgroup analysis, the heterogeneity is obtained as 19.5, 40.7% (FA, MD in corpus callosum) and 0, 0% (FA, MD among other white matter fibers). Conclusion The changes in white matter fibers in patients with HAND are statistically significant at the observation level of DTI compared with healthy people. The differences between the studies are mainly derived from demographics, start and maintenance time of antiretroviral therapy, differences in nadir CD4+T cells, and the use of different neurocognitive function scales. As an effective method to detect the changes in white matter fibers, DTI is of great significance for the diagnosis of HAND, but there are still some shortcomings. In the absence of neurocognitive function scales, independent diagnosis remains difficult. Systematic Review Registration:https://inplasy.com/inplasy-2021-10-0079/.
Collapse
Affiliation(s)
- Juming Ma
- Department of Radiology, Beijing YouAn Hospital, Capital Medical University, Beijing, China
| | - Xue Yang
- Department of Radiology, Beijing YouAn Hospital, Capital Medical University, Beijing, China
| | - Fan Xu
- Department of Radiology, Beijing YouAn Hospital, Capital Medical University, Beijing, China
| | - Hongjun Li
- Department of Radiology, Beijing YouAn Hospital, Capital Medical University, Beijing, China
- Beijing Advanced Innovation Centre for Biomedical Engineering, Beihang University, Beijing, China
- *Correspondence: Hongjun Li
| |
Collapse
|
4
|
Boban J, Thurnher MM, Boban N, Law M, Jahanshad N, Nir TM, Lendak DF, Kozic D. Gradient Patterns of Age-Related Diffusivity Changes in Cerebral White Matter. Front Neurol 2022; 13:870909. [PMID: 35720102 PMCID: PMC9201287 DOI: 10.3389/fneur.2022.870909] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Accepted: 04/25/2022] [Indexed: 11/24/2022] Open
Abstract
The current concept of brain aging proposes three gradient patterns of changes in white matter that occur during healthy brain aging: antero-posterior, supero-inferior, and the myelodegeneration-retrogenesis (or the “last-in-first-out”) concept. The aim of this study was to correlate white matter diffusivity measures (fractional anisotropy-FA, mean diffusivity-MD, radial diffusivity-RD, and axial diffusivity-AD) in healthy volunteers with chronological age and education level, in order to potentially incorporate the findings with proposed patterns of physiological brain aging. The study was performed on 75 healthy participants of both sexes, with an average age of 37.32 ± 11.91 years underwent brain magnetic resonance imaging (MRI) with diffusion tensor imaging (DTI). DTI was performed using tract-based spatial statistics (TBSS), with the analysis of four parameters: FA, MD, RD, and AD. Skeletonized measures were averaged in 29 regions of interest in white matter. Correlations between age and DTI measures and between education-level and DTI measures were performed using Pearson's correlation test. To correct for multiple comparisons, we applied a Bonferroni correction to the p-values. Significance was set at p ≤ 0.001. A significant negative correlation of FA with age was observed in posterior thalamic radiation (PTR) (p< 0.001). A significant positive correlation between age and MD was observed in sagittal stratum (SS) (p< 0.001), between age and RD in PTR, SS, and retrolenticular internal capsule (p< 0.001), and between age and AD in the body of the corpus callosum (p< 0.001). There were no significant correlations of DTI parameters with educational level. According to our study, RD showed the richest correlations with age, out of all DTI metrics. FA, MD, and RD showed significant changes in the diffusivity of projection fibers, while AD presented diffusivity changes in the commissural fibers. The observed heterogeneity in diffusivity changes across the brain cannot be explained by a single aging gradient pattern, since it seems that different patterns of degradation are true for different fiber tracts that no currently available theory can globally explain age-related changes in the brain. Additional factors, such as the effect of somatosensory decline, should be included as one of the important covariables to the existing patterns.
Collapse
Affiliation(s)
- Jasmina Boban
- Faculty of Medicine Novi Sad, Department of Radiology, University of Novi Sad, Novi Sad, Serbia
- Vojvodina Institute of Oncology, Center for Diagnostic Imaging, Sremska Kamenica, Serbia
- *Correspondence: Jasmina Boban
| | - Majda M. Thurnher
- Department for Biomedical Imaging and Image-guided Therapy, Medical University Vienna, Vienna, Austria
| | - Nikola Boban
- Clinical Center of Vojvodina, Center for Radiology, Novi Sad, Serbia
| | - Meng Law
- Department for Neuroscience, The Alfred Centre, Central Clinical School, Monash University, Melbourne, VIC, United States
| | - Neda Jahanshad
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey, CA, United States
| | - Talia M. Nir
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey, CA, United States
| | - Dajana F. Lendak
- Faculty of Medicine Novi Sad, Department of Infectious Diseases, University of Novi Sad, Novi Sad, Serbia
- Clinical Center of Vojvodina, Clinic for Infectious Diseases, Novi Sad, Serbia
| | - Dusko Kozic
- Faculty of Medicine Novi Sad, Department of Radiology, University of Novi Sad, Novi Sad, Serbia
- Vojvodina Institute of Oncology, Center for Diagnostic Imaging, Sremska Kamenica, Serbia
| |
Collapse
|
5
|
Liang HJ, Ernst T, Cunningham E, Chang L. Contributions of chronic tobacco smoking to HIV-associated brain atrophy and cognitive deficits. AIDS 2022; 36:513-524. [PMID: 34860196 PMCID: PMC8881356 DOI: 10.1097/qad.0000000000003138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Tobacco smoking is linked to cognitive deficits and greater white matter (WM) abnormalities in people with HIV disease (PWH). Whether tobacco smoking additionally contributes to brain atrophy in PWH is unknown and was evaluated in this study. DESIGN We used a 2 × 2 design that included 83 PWH (43 nonsmokers, 40 smokers) and 171 HIV-seronegative (SN, 106 nonsmokers, 65 smokers) participants and assessed their brain structure and cognitive function. METHODS Selected subcortical volumes, voxel-wise cortical volumes and thickness, and total WM volume were analyzed using FreeSurfer. Independent and interactive effects of HIV and smoking were evaluated with two-way analysis of covariance on cognitive domain Z-scores and morphometric measures on T1-weighted MRI. RESULTS Regardless of smoking status, relative to SN, PWH had smaller brain volumes [basal ganglia, thalami, hippocampi, subcortical gray matter (GM) and cerebral WM volumes (P = 0.002-0.042)], steeper age-related declines in the right superior-parietal (interaction: P < 0.001) volumes, and poorer attention/working memory and learning (P = 0.016-0.027). Regardless of HIV serostatus, smokers tended to have smaller hippocampi than nonsmokers (-0.6%, P = 0.055). PWH smokers had the smallest total and regional subcortical GM and cortical WM volume and poorest cognitive performance. CONCLUSIONS Tobacco smoking additionally contributed to brain atrophy and cognitive deficits in PWH. The greater brain atrophy in PWH smokers may be due to greater neuronal damage or myelin loss in various brain regions, leading to their poor cognitive performance. Therefore, tobacco smoking may exacerbate or increase the risk for HIV-associated neurocognitive disorders.
Collapse
Affiliation(s)
- Hua-Jun Liang
- Department of Diagnostic Radiology and Nuclear Medicine,
University of Maryland School of Medicine, Baltimore, MD, USA
| | - Thomas Ernst
- Department of Diagnostic Radiology and Nuclear Medicine,
University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Neurology, Johns Hopkins University School of
Medicine, Baltimore, MD, USA
| | - Eric Cunningham
- Department of Diagnostic Radiology and Nuclear Medicine,
University of Maryland School of Medicine, Baltimore, MD, USA
| | - Linda Chang
- Department of Diagnostic Radiology and Nuclear Medicine,
University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Neurology, Johns Hopkins University School of
Medicine, Baltimore, MD, USA
- Department of Neurology, University of Maryland School of
Medicine, Baltimore, MD, USA
| |
Collapse
|
6
|
Royal W, Bryant J, Davis H, Guo M. Cigarette smoke and nicotine effects on behavior in HIV transgenic rats. Behav Brain Res 2022; 417:113591. [PMID: 34551347 PMCID: PMC9107950 DOI: 10.1016/j.bbr.2021.113591] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2021] [Revised: 09/07/2021] [Accepted: 09/16/2021] [Indexed: 01/26/2023]
Abstract
HIV-related neurocognitive impairment can be worsened by cigarette smoking and be more severe in women. Therefore, we analyzed the effects of sex on behavioral function in HIV transgenic (Tg) rats that were exposed to either nicotine alone, to smoke from either nicotine-containing or nicotine-free cigarettes, or non-exposed. The animals were then assessed on the open field test for the total distance traveled and for the fraction of the total distance traveled and the total time spent in the center of the field, and the results then compared to WT rats subjected to the same exposures and testing. Higher total distances indicate greater locomotor activity and a higher center field measures imply a lower anxiety state. Total distances were overall higher for female and for Tg rats exposed to nicotine-free CS. Also, the total distance and both center field measures were overall higher for female rats in the control and nicotine-free CS-exposed groups. This was observed specifically for WT females as compared to WT males and, for the center field measures, for WT females as compared to Tg males. No genotype or sex-related differences were found for rats in the nicotine-free cigarette smoke (CS) and nicotine-containing CS exposed groups. Therefore, nicotine exposure did not impact genotype- and sex-related differences in motor responses and anxiety levels that were found in the control state. However, exposure to the non-nicotine components of CS resulted in locomotor activation in the presence of the HIV genes and was anxiogenic in WT and Tg male animals.
Collapse
Affiliation(s)
- Walter Royal
- Morehouse School of Medicine Department of Neurobiology and Neuroscience Institute, Georgia; Atlanta VA Medical Center, USA; University of Maryland School of Medicine, USA.
| | - Joseph Bryant
- University of Maryland School Institute of Human Virology, USA; University of Maryland School of Medicine, USA
| | - Harry Davis
- University of Maryland School Institute of Human Virology, USA; University of Maryland School of Medicine, USA
| | - Ming Guo
- University of Maryland School of Medicine, USA
| |
Collapse
|
7
|
Monnig MA, Gullett JM, Porges EC, Woods AJ, Monti PM, Tashima K, Jahanshad N, Thompson P, Nir T, Cohen RA. Associations of alcohol use, HIV infection, and age with brain white matter microstructure. J Neurovirol 2021; 27:936-950. [PMID: 34750783 PMCID: PMC8901452 DOI: 10.1007/s13365-021-01021-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Revised: 08/24/2021] [Accepted: 10/04/2021] [Indexed: 11/29/2022]
Abstract
Heavy drinking and HIV infection are independently associated with damage to the brain's white matter. The purpose of the current study was to investigate whether current alcohol consumption, HIV infection, and associated characteristics were associated with indices of white matter microstructural integrity in people living with HIV (PLWH) and seronegative individuals. PLWH and controls were categorized as non-drinkers, moderate drinkers, or heavy drinkers. White matter fractional anisotropy (FA), radial diffusivity (RD), and axial diffusivity (AD) were assessed using diffusion tensor imaging (DTI). Voxelwise analyses using tract-based spatial statistics were followed by confirmatory region-of-interest (ROI) analyses. Data from 108 participants (62 PLWH, 46 controls) were suitable for analysis. Average age (± standard deviation) was 45.2 ± 11.1 years, and the sample was 42% female. The majority of PLWH were on antiretroviral therapy (94%) and were virally suppressed (69%). PLWH and controls did not differ on substance use. Heavier alcohol intake was significantly associated with lower FA and higher RD in widespread areas. Heavy drinking was significantly associated with higher AD in a small region. The main effect of HIV was not significant, but a significant HIV-age interaction was observed. Follow-up ROI analyses confirmed the main effect of drinking group and HIV-age interaction. In conclusion, results are consistent with a dose-dependent association of alcohol use with lower white matter microstructural coherence. Concordance between FA and RD findings suggests dysmyelination as a mechanism. Findings underscore the need to address unhealthy alcohol use in HIV-positive and seronegative individuals, the consequences of which may be exacerbated by aging.
Collapse
Affiliation(s)
| | - Joseph M Gullett
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, 32611, USA
| | - Eric C Porges
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, 32611, USA
| | - Adam J Woods
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, 32611, USA
| | - Peter M Monti
- Brown University, Box G-S121-5, Providence, RI, 02912, USA
| | | | - Neda Jahanshad
- Keck School of Medicine, University of Southern California, Los Angeles, CA, 90033, USA
| | - Paul Thompson
- Keck School of Medicine, University of Southern California, Los Angeles, CA, 90033, USA
| | - Talia Nir
- Keck School of Medicine, University of Southern California, Los Angeles, CA, 90033, USA
| | - Ronald A Cohen
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, 32611, USA
| |
Collapse
|
8
|
Mina Y, Wu T, Hsieh HC, Hammoud DA, Shah S, Lau CY, Ham L, Snow J, Horne E, Ganesan A, Rapoport SI, Tramont EC, Reich DS, Agan BK, Nath A, Smith BR. Association of White Matter Hyperintensities With HIV Status and Vascular Risk Factors. Neurology 2021; 96:e1823-e1834. [PMID: 33637630 PMCID: PMC8105972 DOI: 10.1212/wnl.0000000000011702] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2020] [Accepted: 12/23/2020] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVE To test the hypothesis that brain white matter hyperintensities (WMH) are more common in people living with HIV (PLWH), even in the setting of well-controlled infection, and to identify clinical measures that correlate with these abnormalities. METHODS Research brain MRI scans, acquired within longitudinal studies evaluating neurocognitive outcomes, were reviewed to determine WMH load using the Fazekas visual rating scale in PLWH with well-controlled infection (antiretroviral therapy for at least 1 year and plasma viral load <200 copies/mL) and in sociodemographically matched controls without HIV (CWOH). The primary outcome measure of this cross-sectional analysis was increased WMH load, determined by total Fazekas score ≥2. Multiple logistic regression analysis was performed to evaluate the effect of HIV serostatus on WMH load and to identify MRI, CSF, and clinical variables that associate with WMH in the PLWH group. RESULTS The study included 203 PLWH and 58 CWOH who completed a brain MRI scan between April 2014 and March 2019. The multiple logistic regression analysis, with age and history of tobacco use as covariates, showed that the adjusted odds ratio of the PLWH group for increased WMH load is 3.7 (95% confidence interval 1.8-7.5; p = 0.0004). For the PLWH group, increased WMH load was associated with older age, male sex, tobacco use, hypertension, and hepatitis C virus coinfection, and also with the presence of measurable tumor necrosis factor α in CSF. CONCLUSION Our results suggest that HIV serostatus affects the extent of brain WMH. This effect is mainly associated with aging and modifiable comorbidities.
Collapse
Affiliation(s)
- Yair Mina
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Tianxia Wu
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Hsing-Chuan Hsieh
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Dima A Hammoud
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Swati Shah
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Chuen-Yen Lau
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Lillian Ham
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Joseph Snow
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Elizabeth Horne
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Anuradha Ganesan
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Stanley I Rapoport
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Edmund C Tramont
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Daniel S Reich
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Brian K Agan
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Avindra Nath
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Bryan R Smith
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD.
| |
Collapse
|
9
|
Boerwinkle AH, Meeker KL, Luckett P, Ances BM. Neuroimaging the Neuropathogenesis of HIV. Curr HIV/AIDS Rep 2021; 18:221-228. [PMID: 33630240 DOI: 10.1007/s11904-021-00548-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/09/2021] [Indexed: 12/17/2022]
Abstract
PURPOSE OF REVIEW This review highlights neuroimaging studies of HIV conducted over the last 2 years and discusses how relevant findings further our knowledge of the neuropathology of HIV. Three major avenues of neuroimaging research are covered with a particular emphasis on inflammation, aging, and substance use in persons living with HIV (PLWH). RECENT FINDINGS Neuroimaging has been a critical tool for understanding the neuropathological underpinnings observed in HIV. Recent studies comparing levels of neuroinflammation in PLWH and HIV-negative controls show inconsistent results but report an association between elevated neuroinflammation and poorer cognition in PLWH. Other recent neuroimaging studies suggest that older PLWH are at increased risk for brain and cognitive compromise compared to their younger counterparts. Finally, recent findings also suggest that the effects of HIV may be exacerbated by alcohol and drug abuse. These neuroimaging studies provide insight into the structural, functional, and molecular changes occurring in the brain due to HIV. HIV triggers a strong neuroimmune response and may lead to a cascade of events including increased chronic inflammation and cognitive decline. These outcomes are further exacerbated by age and age-related comorbidities, as well as lifestyle factors such as drug use/abuse.
Collapse
Affiliation(s)
- Anna H Boerwinkle
- Department of Neurology, Washington University in St. Louis, School of Medicine, Campus Box 8111, 660 South Euclid Avenue, St. Louis, MO, 63110, USA
| | - Karin L Meeker
- Department of Neurology, Washington University in St. Louis, School of Medicine, Campus Box 8111, 660 South Euclid Avenue, St. Louis, MO, 63110, USA
| | - Patrick Luckett
- Department of Neurology, Washington University in St. Louis, School of Medicine, Campus Box 8111, 660 South Euclid Avenue, St. Louis, MO, 63110, USA
| | - Beau M Ances
- Department of Neurology, Washington University in St. Louis, School of Medicine, Campus Box 8111, 660 South Euclid Avenue, St. Louis, MO, 63110, USA.
| |
Collapse
|
10
|
Czuczman C, Thompson M, Wileyto EP, Schnoll R, Metzger D, Leone F, Mounzer K, Gross R, Ashare RL. No differences in delay discounting between smokers with and without HIV. Psychopharmacology (Berl) 2021; 238:529-537. [PMID: 33180174 PMCID: PMC7855959 DOI: 10.1007/s00213-020-05701-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Accepted: 10/30/2020] [Indexed: 10/23/2022]
Abstract
RATIONALE People with HIV (PWH) smoke cigarettes at much higher rates than the general population and evidence-based cessation methods are less effective, putting PWH at greater risk for negative health outcomes. It is critical to identify the factors that underlie this health disparity. Delay discounting-the decline in the value of a reward when it is delayed-may explain this disparity. OBJECTIVES This study aimed to (1) compare delay discounting between adult smokers with HIV and without HIV and (2) evaluate whether acute smoking abstinence disproportionately increases delay discounting among smokers with HIV. METHODS This sub-study was part of a larger study (NCT03169101) examining predictors of smoking cessation outcomes among smokers with HIV (n = 34) and smokers without HIV (n = 46) at two counterbalanced laboratory sessions (once smoking-as-usual and once following 24-h biochemically confirmed abstinence) then again, after 8 weeks of smoking cessation treatment. RESULTS There were no significant differences in delay discounting rates between HIV status groups (p = 0.49) or within-subject abstinence effects (p = 0.70). However, smokers without HIV exhibited a significant increase in delay discounting following smoking cessation treatment compared to baseline (p = 0.02), whereas the change among smokers with HIV did not reach statistical significance (p = 0.09). CONCLUSIONS These findings do not support differences in delay discounting as a reason for the lower success rates of HIV+ smokers at quitting. Although delay discounting may not explain the disparity in smoking rates between people with and without HIV, future work should focus on additional correlates of higher smoking rates and lower quit rates among people with HIV.
Collapse
Affiliation(s)
- Cory Czuczman
- Department of Psychiatry, University of Pennsylvania, 3535 Market Street, Suite, Philadelphia, PA, 4100, USA
| | - Morgan Thompson
- Department of Psychiatry, University of Pennsylvania, 3535 Market Street, Suite, Philadelphia, PA, 4100, USA
| | - E Paul Wileyto
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA, USA
| | - Robert Schnoll
- Department of Psychiatry, University of Pennsylvania, 3535 Market Street, Suite, Philadelphia, PA, 4100, USA
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - David Metzger
- Department of Psychiatry, University of Pennsylvania, 3535 Market Street, Suite, Philadelphia, PA, 4100, USA
| | - Frank Leone
- Pulmonary, Allergy, and Critical Care Division, University of Pennsylvania Presbyterian Medical Center, 51 N. 39th Street, Philadelphia, PA, USA
| | - Karam Mounzer
- Philadelphia FIGHT, 1233 Locust St., Philadelphia, PA, USA
| | - Robert Gross
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA, USA
| | - Rebecca L Ashare
- Department of Psychiatry, University of Pennsylvania, 3535 Market Street, Suite, Philadelphia, PA, 4100, USA.
| |
Collapse
|
11
|
Chang L, Liang H, Kandel SR, He JJ. Independent and Combined Effects of Nicotine or Chronic Tobacco Smoking and HIV on the Brain: A Review of Preclinical and Clinical Studies. J Neuroimmune Pharmacol 2020; 15:658-693. [PMID: 33108618 DOI: 10.1007/s11481-020-09963-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Accepted: 09/25/2020] [Indexed: 02/07/2023]
Abstract
Tobacco smoking is highly prevalent among HIV-infected individuals. Chronic smokers with HIV showed greater cognitive deficits and impulsivity, and had more psychopathological symptoms and greater neuroinflammation than HIV non-smokers or smokers without HIV infection. However, preclinical studies that evaluated the combined effects of HIV-infection and tobacco smoking are scare. The preclinical models typically used cell cultures or animal models that involved specific HIV viral proteins or the administration of nicotine to rodents. These preclinical models consistently demonstrated that nicotine had neuroprotective and anti-inflammatory effects, leading to cognitive enhancement. Although the major addictive ingredient in tobacco smoking is nicotine, chronic smoking does not lead to improved cognitive function in humans. Therefore, preclinical studies designed to unravel the interactive effects of chronic tobacco smoking and HIV infection are needed. In this review, we summarized the preclinical studies that demonstrated the neuroprotective effects of nicotine, the neurotoxic effects of the HIV viral proteins, and the scant literature on nicotine or tobacco smoke in HIV transgenic rat models. We also reviewed the clinical studies that evaluated the neurotoxic effects of tobacco smoking, HIV infection and their combined effects on the brain, including studies that evaluated the cognitive and behavioral assessments, as well as neuroimaging measures. Lastly, we compared the different approaches between preclinical and clinical studies, identified some gaps and proposed some future directions. Graphical abstract Independent and combined effects of HIV and tobacco/nicotine. Left top and bottom panels: Both clinical studies of HIV infected persons and preclinical studies using viral proteins in vitro or in vivo in animal models showed that HIV infection could lead to neurotoxicity and neuroinflammation. Right top and bottom panels: While clinical studies of tobacco smoking consistently showed deleterious effects of smoking, clinical and preclinical studies that used nicotine show mild cognitive enhancement, neuroprotective and possibly anti-inflammatory effects. In the developing brain, however, nicotine is neurotoxic. Middle overlapping panels: Clinical studies of persons with HIV who were smokers typically showed additive deleterious effects of HIV and tobacco smoking. However, in the preclinical studies, when nicotine was administered to the HIV-1 Tg rats, the neurotoxic effects of HIV were attenuated, but tobacco smoke worsened the inflammatory cascade.
Collapse
Affiliation(s)
- Linda Chang
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, 670 W. Baltimore Street, HSF III, Baltimore, MD, 21201, USA.
- Department of Neurology, University of Maryland School of Medicine, Baltimore, MD, USA.
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Department of Medicine, John A. Burns School of Medicine, University of Hawaii at Manoa, Honolulu, HI, USA.
| | - Huajun Liang
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, 670 W. Baltimore Street, HSF III, Baltimore, MD, 21201, USA
| | - Suresh R Kandel
- Department of Microbiology and Immunology, Chicago Medical School, Center for Cancer Cell Biology, Immunology and Infection, Rosalind Franklin University, 3333 Green Bay Road, Basic Science Building 2.300, North Chicago, IL, 60064, USA
| | - Johnny J He
- Department of Microbiology and Immunology, Chicago Medical School, Center for Cancer Cell Biology, Immunology and Infection, Rosalind Franklin University, 3333 Green Bay Road, Basic Science Building 2.300, North Chicago, IL, 60064, USA.
| |
Collapse
|
12
|
Wang HA, Liang HJ, Ernst TM, Oishi K, Chang L. Microstructural brain abnormalities in HIV+ individuals with or without chronic marijuana use. J Neuroinflammation 2020; 17:230. [PMID: 32758262 PMCID: PMC7409464 DOI: 10.1186/s12974-020-01910-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Accepted: 07/21/2020] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVE Cognitive deficits and microstructural brain abnormalities are well documented in HIV-positive individuals (HIV+). This study evaluated whether chronic marijuana (MJ) use contributes to additional cognitive deficits or brain microstructural abnormalities that may reflect neuroinflammation or neuronal injury in HIV+. METHOD Using a 2 × 2 design, 44 HIV+ participants [23 minimal/no MJ users (HIV+), 21 chronic active MJ users (HIV + MJ)] were compared to 46 seronegative participants [24 minimal/no MJ users (SN) and 22 chronic MJ users (SN + MJ)] on neuropsychological performance (7 cognitive domains) and diffusion tensor imaging metrics, using an automated atlas to assess fractional anisotropy (FA), axial (AD), radial (RD), and mean (MD) diffusivities, in 18 cortical and 4 subcortical brain regions. RESULTS Compared to SN and regardless of MJ use, the HIV+ group had lower FA and higher diffusivities in multiple white matter and subcortical structures (p < 0.001-0.050), as well as poorer cognition in Fluency (p = 0.039), Attention/Working Memory (p = 0.009), Learning (p = 0.014), and Memory (p = 0.028). Regardless of HIV serostatus, MJ users had lower AD in uncinate fasciculus (p = 0.024) but similar cognition as nonusers. HIV serostatus and MJ use showed an interactive effect on mean diffusivity in the right globus pallidus but not on cognitive function. Furthermore, lower FA in left anterior internal capsule predicted poorer Fluency across all participants and worse Attention/Working Memory in all except SN subjects, while higher diffusivities in several white matter tracts also predicted lower cognitive domain Z-scores. Lastly, MJ users with or without HIV infection showed greater than normal age-dependent FA declines in superior longitudinal fasciculus, external capsule, and globus pallidus. CONCLUSIONS Our findings suggest that, except in the globus pallidus, chronic MJ use had no additional negative influence on brain microstructure or neurocognitive deficits in HIV+ individuals. However, lower AD in the uncinate fasciculus of MJ users suggests axonal loss in this white matter tract that connects to cannabinoid receptor rich brain regions that are involved in verbal memory and emotion. Furthermore, the greater than normal age-dependent FA declines in the white matter tracts and globus pallidus in MJ users suggest that older chronic MJ users may eventually have lesser neuronal integrity in these brain regions.
Collapse
Affiliation(s)
- Hannah A. Wang
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, 670 W. Baltimore Street, HSF III, Baltimore, MD 21201 USA
| | - Hua-Jun Liang
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, 670 W. Baltimore Street, HSF III, Baltimore, MD 21201 USA
| | - Thomas M. Ernst
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, 670 W. Baltimore Street, HSF III, Baltimore, MD 21201 USA
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD USA
- Department of Medicine, University of Hawaii, John A. Burns School of Medicine, Honolulu, HI USA
| | - Kenichi Oishi
- Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Linda Chang
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, 670 W. Baltimore Street, HSF III, Baltimore, MD 21201 USA
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD USA
- Department of Medicine, University of Hawaii, John A. Burns School of Medicine, Honolulu, HI USA
- Department of Neurology, University of Maryland School of Medicine, Baltimore, MD USA
| |
Collapse
|
13
|
Liang H, Tang WK, Chu WCW, Ernst T, Chen R, Chang L. Striatal and white matter volumes in chronic ketamine users with or without recent regular stimulant use. Drug Alcohol Depend 2020; 213:108063. [PMID: 32498030 PMCID: PMC7686125 DOI: 10.1016/j.drugalcdep.2020.108063] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Revised: 04/28/2020] [Accepted: 04/30/2020] [Indexed: 12/26/2022]
Abstract
BACKGROUND Previous studies found enlarged striatum and white matter in those with stimulants use disorders. Whether primarily ketamine users (Primarily-K) and ketamine users who co-used stimulants and other substances (K+PolyS) have abnormal brain volumes is unknown. This study aims to evaluate possible brain structural abnormalities, cognitive function and depressive symptoms, between Primarily-K and K+PolyS users. METHODS Striatal and white matter volumes were automatically segmented in 39 Primarily-K users, 41 K+PolyS users and 46 non-drug users (ND). Cognitive performance in 7 neurocognitive domains and depressive symptoms were also evaluated. RESULTS Ketamine users had larger caudates than ND-controls (Right: 1-way-ANCOVA-p=0.035; K+PolyS vs. ND, p=0.030; Linear trend for K+PolyS>Primarily-K>ND, p=0.011; Left: 1-way-ANCOVA-p=0.047, Primarily-K vs. ND p=0.051) and larger total white matter (1-way ANCOVA-p=0.009, Poly+K vs. Primarily-K, p=0.05; Poly+K vs. ND p=0.011; Linear trend for K+PolyS>Primarily-K >ND, p=0.004). Across all ketamine users, they performed poorer on Arithmetic, learning and memory tasks, and were more depressed than Non-users (p<0.001 to p=0.001). Greater lifetime ketamine usage correlated with more depressive symptoms (r=0.27, p=0.008). Larger white matter correlated with better learning across all participants (r=0.21, p=0.019), while larger right caudate correlated with lower depression scores in ketamine users (r=-0.28, p=0.013). CONCLUSION Ketamine users had larger caudates and total white matter than ND-controls. The even larger white matter in K+PolyS users suggests additive effects from co-use of ketamine and stimulants. However, across the ketamine users, since greater volumes were associated with better learning and less depressive symptom, the enlarged caudates and white matter might represent a compensatory response.
Collapse
Affiliation(s)
- Huajun Liang
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, MD, 21201 USA
| | - Wai Kwong Tang
- Department of Psychiatry, Chinese University of Hong Kong, Hong Kong, SAR, China
| | - Winnie CW Chu
- Department of Imaging and Interventional Radiology, Chinese University of Hong Kong, Hong Kong, SAR, China
| | - Thomas Ernst
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, MD, 21201 USA,Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, 21201 USA
| | - Rong Chen
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, MD, 21201 USA
| | - Linda Chang
- Department of Diagnostic Radiology and Nuclear Medicine,University of Maryland School of Medicine, Baltimore, MD, 21201, USA; Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, 21201, USA; Department of Neurology University of Maryland School of Medicine, Baltimore, MD, 21201, USA.
| |
Collapse
|
14
|
Greater Sensorimotor Deficits and Abnormally Lower Globus Pallidus Fractional Anisotropy in HIV+ Women than in HIV+ Men. J Neuroimmune Pharmacol 2020; 16:334-345. [PMID: 32323137 DOI: 10.1007/s11481-020-09915-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Accepted: 03/10/2020] [Indexed: 12/11/2022]
Abstract
AIMS Cognitive impairment may be greater in HIV-positive (HIV+) women than in HIV+ men. Whether sex-specific differences exist in brain microstructure of HIV+ individuals is unknown and was evaluated. METHOD 39 HIV+ (21 men, 18 women) and 45 seronegative (SN, 20 men, 25 women) participants were assessed with brain diffusion tensor imaging and cognitive assessments (7 neuropsychological domains). Fractional anisotropy (FA) and mean diffusivity (MD) were measured with an automated atlas in selected brain regions. Group comparisons were assessed with linear mixed effects models, with sub-regions and hemisphere (left/right) as repeated factors for each region. RESULTS HIV+ women, but not HIV+ men, were slower than sex-matched SN controls on sensorimotor function (Dominant-hand: interaction-p = 0.007; Non-dominant hand: interaction-p = 0.039). Similarly, only HIV+ women had lower FA in the globus pallidus (GP, interaction-p = 0.011). Additionally, regardless of sex, the HIV+ group had poorer Fluency, Speed, and Attention than SN-controls (p = 0.006-0.008), as well as lower FA and higher MD in multiple brain regions (p = <0.001-0.044). Across all participants, performance on Attention was predicted by uncinate-FA (p < 0.001, r = 0.5) and corpus callosum (CC)-FA (p = 0.038, r = 0.23), while the Speed of Information Processing was predicted by CC-FA (p = 0.009, r = 0.3). Furthermore, faster sensorimotor function correlated with higher CC-FA and uncinate-FA in men but not in women (Sex*DTI-interaction-p = 0.03-0.06). CONCLUSIONS The relatively poorer sensorimotor function and abnormally lower GP_FA, suggesting lesser neuronal integrity, in HIV+ women demonstrate sex-specific effects from HIV-infection on these measures. These findings may be related to the greater immune activation and neuroinflammation in HIV+ women compared to HIV+ men. Graphical Abstract.
Collapse
|
15
|
Ghura S, Gross R, Jordan-Sciutto K, Dubroff J, Schnoll R, Collman RG, Ashare RL. Bidirectional Associations among Nicotine and Tobacco Smoke, NeuroHIV, and Antiretroviral Therapy. J Neuroimmune Pharmacol 2019; 15:694-714. [PMID: 31834620 DOI: 10.1007/s11481-019-09897-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Accepted: 12/01/2019] [Indexed: 12/12/2022]
Abstract
People living with HIV (PLWH) in the antiretroviral therapy (ART) era may lose more life-years to tobacco use than to HIV. Yet, smoking rates are more than twice as high among PLWH than the general population, contributing not just to mortality but to other adverse health outcomes, including neurocognitive deficits (neuroHIV). There is growing evidence that synergy with chronic inflammation and immune dysregulation that persists despite ART may be one mechanism by which tobacco smoking contributes to neuroHIV. This review will summarize the differential effects of nicotine vs tobacco smoking on inflammation in addition to the effects of tobacco smoke components on HIV disease progression. We will also discuss biomarkers of inflammation via neuroimaging as well as biomarkers of nicotine dependence (e.g., nicotine metabolite ratio). Tobacco smoking and nicotine may impact ART drug metabolism and conversely, certain ARTs may impact nicotine metabolism. Thus, we will review these bidirectional relationships and how they may contribute to neuroHIV and other adverse outcomes. We will also discuss the effects of tobacco use on the interaction between peripheral organs (lungs, heart, kidney) and subsequent CNS function in the context of HIV. Lastly, given the dramatic rise in the use of electronic nicotine delivery systems, we will discuss the implications of vaping on these processes. Despite the growing recognition of the importance of addressing tobacco use among PLWH, more research is necessary at both the preclinical and clinical level to disentangle the potentially synergistic effects of tobacco use, nicotine, HIV, cognition and immune dysregulation, as well as identify optimal approaches to reduce tobacco use. Graphical Abstract Proposed model of the relationships among HIV, ART, smoking, inflammation, and neurocognition. Solid lines represent relationships supported by evidence. Dashed lines represent relationships for which there is not enough evidence to make a conclusion. (a) HIV infection produces elevated levels of inflammation even among virally suppressed individuals. (b) HIV is associated with deficits in cognition function. (c) Smoking rates are higher among PLWH, compared to the general population. (d) The nicotine metabolite ratio (NMR) is associated with smoking behavior. (e) HIV and tobacco use are both associated with higher rates of psychiatric comorbidities, such as depression, and elevated levels of chronic stress. These factors may represent other mechanisms linking HIV and tobacco use. (f) The relationship between nicotine, tobacco smoking, and inflammation is complex, but it is well-established that smoking induces inflammation; the evidence for nicotine as anti-inflammatory is supported in some studies, but not others. (g) The relationship between tobacco use and neurocognition may differ for the effects of nicotine (acute nicotine use may have beneficial effects) vs. tobacco smoking (chronic use may impair cognition). (h) Elevated levels of inflammation may be associated with deficits in cognition. (i) PLWH may metabolize nicotine faster than those without HIV; the mechanism is not yet known and the finding needs validation in larger samples. We also hypothesize that if HIV-infection increases nicotine metabolism, then we should observe an attenuation effect once ART is initiated. (j) It is possible that the increase in NMR is due to ART effects on CYP2A6. (k) We hypothesize that faster nicotine metabolism may result in higher levels of inflammation since nicotine has anti-inflammatory properties.
Collapse
Affiliation(s)
- Shivesh Ghura
- Department of Pathology, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Robert Gross
- Division of Infectious Diseases, University of Pennsylvania, Philadelphia, PA, USA.,Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania, Philadelphia, PA, USA
| | - Kelly Jordan-Sciutto
- Department of Pathology, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jacob Dubroff
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA
| | - Robert Schnoll
- Department of Psychiatry, University of Pennsylvania, 3535 Market Street, Suite, Philadelphia, PA, 4100, USA
| | - Ronald G Collman
- Pulmonary, Allergy and Critical Care Division, University of Pennsylvania, Philadelphia, PA, USA
| | - Rebecca L Ashare
- Department of Psychiatry, University of Pennsylvania, 3535 Market Street, Suite, Philadelphia, PA, 4100, USA.
| |
Collapse
|
16
|
O'Connor E, Zeffiro T. Is treated HIV infection still toxic to the brain? PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2019; 165:259-284. [PMID: 31481166 DOI: 10.1016/bs.pmbts.2019.04.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Clinically apparent HIV infection, accompanied by CNS opportunistic infections and HIV encephalopathy, was often associated with profound structural and functional brain effects prior to the introduction of anti-retroviral therapy (ART). With treatment, HIV structural and functional brain effects are smaller and have not been as easily detected. With near complete elimination of CNS opportunistic infections, the HIV neuroimaging research community now grapples with the problem of detecting subtler structural and functional changes against a background of persisting confounds, such as comorbidities and clinical features common in the HIV infected population. This situation also raises the question of whether imaging measure changes that are reported as HIV brain effects are purely related to viral infection, rather than originating from confounding effects that might include age, substance use, hepatitis C coinfection, cerebrovascular risk factors, ART, premorbid cognitive skills and illness duration. In addition to cohort characteristics, variation in image acquisition and analysis techniques may also contribute to study outcome heterogeneity. We review the potential effects of these confounds on detection of HIV infection effects and discuss strategies to avoid or mitigate the effects of these confounds. We then present a systematic approach to measurement, design and analysis in HIV neuroimaging studies, combining both experimental and statistical control techniques to determine if HIV infection effects persist, fluctuate or worsen in groups achieving viral suppression from ART.
Collapse
Affiliation(s)
- Erin O'Connor
- University of Maryland School of Medicine, Baltimore, MD, United States.
| | - Thomas Zeffiro
- University of Maryland School of Medicine, Baltimore, MD, United States.
| |
Collapse
|
17
|
Editors' Commentary for Special Issue: The 2017 CALDAR Summer Institute and International Conference Promoting Global Health-Precision Research in Substance Abuse, HIV, and Care. J Neuroimmune Pharmacol 2018; 13:427-429. [PMID: 30382511 DOI: 10.1007/s11481-018-9820-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2018] [Accepted: 10/23/2018] [Indexed: 10/28/2022]
Abstract
This special issue contains 11 papers, including 3 Invited Reviews, one Brief Report and 6 Original Articles, which highlight the work by selected presenters at the third meeting of the biennial Conference Series to Promote Global Health held on August 15-17, 2017 in Los Angeles University City, California, USA. The Conference Series is sponsored by the National Institute on Drug Abuse, of the U.S. National Institutes of Health. A major goal of the conference is to promote international collaboration that will improve practices in the US and other countries, which is greatly needed to keep the scientific, treatment and service communities around the world abreast of the latest research findings and methods in substance abuse, HIV, and related areas, and to lead future directions in research. The papers in this special issue highlight current reseach in the areas of substance use disorders and HIV-infection, and related treatments to these disorders, as well as advancing the research of precision medicine in substance abuse, HIV, and care. Future research directions and unanswered questions are emphasized in each of these articles. ᅟ Graphical Abstract.
Collapse
|