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Patel R, Cheng R, Cardona CL, Angeles E, Singh G, Miller S, Ashok A, Teich AF, Piriz A, Maldonado A, Jimenez-Velazquez IZ, Mayeux R, Lee JH, Sproul AA. Reduced SH3RF3 may protect against Alzheimer's disease by lowering microglial pro-inflammatory responses via modulation of JNK and NFkB signaling. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2024.06.23.600281. [PMID: 38979369 PMCID: PMC11230201 DOI: 10.1101/2024.06.23.600281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/10/2024]
Abstract
Understanding how high-risk individuals are protected from Alzheimer's disease (AD) may illuminate potential therapeutic targets. We identified protective genetic variants in SH3RF3/POSH2 that delayed the onset of AD among individuals carrying the PSEN1 G206A mutation. SH3RF3 acts as a JNK pathway scaffold and activates NFκB signaling. While effects of SH3RF3 knockdown in human neurons were subtle, including decreased ptau S422, knockdown in human microglia significantly reduced inflammatory cytokines in response to either a viral mimic or oAβ42. This was associated with reduced activation of JNK and NFκB pathways in response to these stimuli. Pharmacological inhibition of JNK or NFκB signaling phenocopied SH3RF3 knockdown. We also found PSEN1 G206A microglia had reduced inflammatory response to oAβ42. Thus, further reduction of microglial inflammatory responses in PSEN1 G206A mutant carriers by protective variants in SH3RF3 might reduce the link between amyloid and neuroinflammation to subsequently delay the onset of AD.
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2
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Ostermann PN, Evering TH. The impact of aging on HIV-1-related neurocognitive impairment. Ageing Res Rev 2024; 102:102513. [PMID: 39307316 DOI: 10.1016/j.arr.2024.102513] [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] [Received: 04/02/2024] [Revised: 09/17/2024] [Accepted: 09/18/2024] [Indexed: 09/25/2024]
Abstract
Depending on the population studied, HIV-1-related neurocognitive impairment is estimated to impact up to half the population of people living with HIV (PLWH) despite the availability of combination antiretroviral therapy (cART). Various factors contribute to this neurocognitive impairment, which complicates our understanding of the molecular mechanisms involved. Biological aging has been implicated as one factor possibly impacting the development and progression of HIV-1-related neurocognitive impairment. This is increasingly important as the life expectancy of PLWH with virologic suppression on cART is currently projected to be similar to that of individuals not living with HIV. Based on our increasing understanding of the biological aging process on a cellular level, we aim to dissect possible interactions of aging- and HIV-1 infection-induced effects and their role in neurocognitive decline. Thus, we begin by providing a brief overview of the clinical aspects of HIV-1-related neurocognitive impairment and review the accumulating evidence implicating aging in its development (Part I). We then discuss potential interactions between aging-associated pathways and HIV-1-induced effects at the molecular level (Part II).
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Affiliation(s)
- Philipp Niklas Ostermann
- Division of Infectious Diseases, Department of Medicine, Weill Cornell Medicine, New York, NY 10065, USA
| | - Teresa Hope Evering
- Division of Infectious Diseases, Department of Medicine, Weill Cornell Medicine, New York, NY 10065, USA.
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Zeeb M, Pasin C, Cavassini M, Bieler-Aeschlimann M, Frischknecht P, Kusejko K, Fellay J, Blanquart F, Metzner KJ, Neumann K, Jörimann L, Tschumi J, Bernasconi E, Huber M, Kovari H, Leuzinger K, Notter J, Perreau M, Rauch A, Ramette A, Stöckle M, Yerly S, Günthard HF, Kouyos RD. Self-reported neurocognitive complaints in the Swiss HIV Cohort Study: a viral genome-wide association study. Brain Commun 2024; 6:fcae188. [PMID: 38961872 PMCID: PMC11220509 DOI: 10.1093/braincomms/fcae188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 04/03/2024] [Accepted: 05/30/2024] [Indexed: 07/05/2024] Open
Abstract
People with HIV may report neurocognitive complaints, with or without associated neurocognitive impairment, varying between individuals and populations. While the HIV genome could play a major role, large systematic viral genome-wide screens to date are lacking. The Swiss HIV Cohort Study biannually enquires neurocognitive complaints. We quantified broad-sense heritability estimates using partial 'pol' sequences from the Swiss HIV Cohort Study resistance database and performed a viral near full-length genome-wide association study for the longitudinal area under the curve of neurocognitive complaints. We performed all analysis (i) restricted to HIV Subtype B and (ii) including all HIV subtypes. From 8547 people with HIV with neurocognitive complaints, we obtained 6966 partial 'pol' sequences and 2334 near full-length HIV sequences. Broad-sense heritability estimates for presence of memory loss complaints ranged between 1% and 17% (Subtype B restricted 1-22%) and increased with the stringency of the phylogenetic distance thresholds. The genome-wide association study revealed one amino acid (Env L641E), after adjusting for multiple testing, positively associated with memory loss complaints (P = 4.3 * 10-6). Other identified mutations, while insignificant after adjusting for multiple testing, were reported in other smaller studies (Tat T64N, Env *291S). We present the first HIV genome-wide association study analysis of neurocognitive complaints and report a first estimate for the heritability of neurocognitive complaints through HIV. Moreover, we could identify one mutation significantly associated with the presence of memory loss complaints. Our findings indicate that neurocognitive complaints are polygenetic and highlight advantages of a whole genome approach for pathogenicity determination.
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Affiliation(s)
- Marius Zeeb
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, 8091 Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, 8057 Zurich, Switzerland
| | - Chloé Pasin
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, 8091 Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, 8057 Zurich, Switzerland
| | - Matthias Cavassini
- Division of Infectious Diseases, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland
| | - Mélanie Bieler-Aeschlimann
- Division of Infectious Diseases, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland
| | - Paul Frischknecht
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, 8091 Zurich, Switzerland
| | - Katharina Kusejko
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, 8091 Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, 8057 Zurich, Switzerland
| | - Jacques Fellay
- Division of Infectious Diseases, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland
- Global Health Institute, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland
| | - François Blanquart
- Centre interdisciplinaire de recherche en biologie, Collége de France, 75231 Paris, France
| | - Karin J Metzner
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, 8091 Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, 8057 Zurich, Switzerland
| | - Kathrin Neumann
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, 8091 Zurich, Switzerland
| | - Lisa Jörimann
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, 8091 Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, 8057 Zurich, Switzerland
| | - Jasmin Tschumi
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, 8091 Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, 8057 Zurich, Switzerland
| | - Enos Bernasconi
- Division of Infectious Diseases, Ente Ospedaliero Cantonale, 6500 Lugano, Switzerland
- Division of Infectious Diseases, University of Geneva and University of Southern Switzerland, 6900 Lugano, Switzerland
| | - Michael Huber
- Institute of Medical Virology, University of Zurich, 8057 Zurich, Switzerland
| | - Helen Kovari
- Center for Infectious Diseases, Klinik im Park, 8027 Zurich, Switzerland
| | - Karoline Leuzinger
- Division Infection Diagnostics, Department Biomedicine, University of Basel, 4001 Basel Switzerland
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Basel, 4031 Basel, Switzerland
| | - Julia Notter
- Division of Infectious Diseases and Hospital Epidemiology, Cantonal Hospital St. Gallen, 9007 St. Gallen, Switzerland
| | - Matthieu Perreau
- Division of Immunology and Allergy, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland
| | - Andri Rauch
- Department of Infectious Diseases, Inselspital, Bern University Hospital, University of Bern, 3010 Bern, Switzerland
| | - Alban Ramette
- Institute for Infectious Diseases and Multidisciplinary Center for Infectious Diseases, University of Bern, 3012 Bern, Switzerland
| | - Marcel Stöckle
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Basel, 4031 Basel, Switzerland
| | - Sabine Yerly
- Laboratory of Virology and Division of Infectious Diseases, Geneva University Hospital, University of Geneva, 1205 Geneva, Switzerland
| | - Huldrych F Günthard
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, 8091 Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, 8057 Zurich, Switzerland
| | - Roger D Kouyos
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, 8091 Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, 8057 Zurich, Switzerland
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4
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Borrajo A, Pérez-Rodríguez D, Fernández-Pereira C, Prieto-González JM, Agís-Balboa RC. Genomic Factors and Therapeutic Approaches in HIV-Associated Neurocognitive Disorders: A Comprehensive Review. Int J Mol Sci 2023; 24:14364. [PMID: 37762667 PMCID: PMC10531836 DOI: 10.3390/ijms241814364] [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: 07/18/2023] [Revised: 08/31/2023] [Accepted: 09/07/2023] [Indexed: 09/29/2023] Open
Abstract
HIV-associated neurocognitive disorders (HANDs) still persist despite improved life expectancy, reduced viral loads, and decreased infection severity. The number of patients affected by HANDs ranges from (30 to 50) % of HIV-infected individuals. The pathological mechanisms contributing to HANDs and the most serious manifestation of the disease, HIV-associated dementia (HAD), are not yet well understood. Evidence suggests that these mechanisms are likely multifactorial, producing neurocognitive complications involving disorders such as neurogenesis, autophagy, neuroinflammation, and mitochondrial dysfunction. Over the years, multiple pharmacological approaches with specific mechanisms of action acting upon distinct targets have been approved. Although these therapies are effective in reducing viral loading to undetectable levels, they also present some disadvantages such as common side effects, the need for administration with a very high frequency, and the possibility of drug resistance. Genetic studies on HANDs provide insights into the biological pathways and mechanisms that contribute to cognitive impairment in people living with HIV-1. Furthermore, they also help identify genetic variants that increase susceptibility to HANDs and can be used to tailor treatment approaches for HIV-1 patients. Identification of the genetic markers associated with disease progression can help clinicians predict which individuals require more aggressive management and by understanding the genetic basis of the disorder, it will be possible to develop targeted therapies to mitigate cognitive impairment. The main goal of this review is to provide details on the epidemiological data currently available and to summarise the genetic (specifically, the genetic makeup of the immune system), transcriptomic, and epigenetic studies available on HANDs to date. In addition, we address the potential pharmacological therapeutic strategies currently being investigated. This will provide valuable information that can guide clinical care, drug development, and our overall understanding of these diseases.
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Affiliation(s)
- Ana Borrajo
- Department of Microbiology and Parasitology, Faculty of Pharmacy, Complutense University of Madrid, 28040 Madrid, Spain
- Department of Experimental Medicine and Surgery, University of Rome Tor Vergata, 00133 Roma, Italy
| | - Daniel Pérez-Rodríguez
- NeuroEpigenetics Lab, Health Research Institute of Santiago de Compostela (IDIS), Santiago University Hospital Complex, 15706 Santiago de Compostela, Spain; (D.P.-R.); (C.F.-P.); (J.M.P.-G.)
- Facultade de Bioloxía, Universidade de Vigo (UVigo), Campus Universitario Lagoas-Marcosende, s/n, 36310 Vigo, Spain
| | - Carlos Fernández-Pereira
- NeuroEpigenetics Lab, Health Research Institute of Santiago de Compostela (IDIS), Santiago University Hospital Complex, 15706 Santiago de Compostela, Spain; (D.P.-R.); (C.F.-P.); (J.M.P.-G.)
- Translational Neuroscience Group, Galicia Sur Health Research Institute (IIS Galicia Sur), Area Sanitaria de Vigo-Hospital Álvaro Cunqueiro, SERGAS-UVIGO, CIBERSAM-ISCIII, 36213 Vigo, Spain
- Rare Disease and Pediatric Medicine Group, Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS-UVIGO, 36312 Vigo, Spain
| | - José María Prieto-González
- NeuroEpigenetics Lab, Health Research Institute of Santiago de Compostela (IDIS), Santiago University Hospital Complex, 15706 Santiago de Compostela, Spain; (D.P.-R.); (C.F.-P.); (J.M.P.-G.)
- Translational Research in Neurological Diseases (ITEN), Health Research Institute of Santiago de Compostela (IDIS), Santiago University Hospital Complex, 15706 Santiago de Compostela, Spain
- Servicio de Neurología, Hospital Clínico Universitario de Santiago, 15706 Santiago de Compostela, Spain
| | - Roberto Carlos Agís-Balboa
- NeuroEpigenetics Lab, Health Research Institute of Santiago de Compostela (IDIS), Santiago University Hospital Complex, 15706 Santiago de Compostela, Spain; (D.P.-R.); (C.F.-P.); (J.M.P.-G.)
- Translational Research in Neurological Diseases (ITEN), Health Research Institute of Santiago de Compostela (IDIS), Santiago University Hospital Complex, 15706 Santiago de Compostela, Spain
- Servicio de Neurología, Hospital Clínico Universitario de Santiago, 15706 Santiago de Compostela, Spain
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5
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Arbeev KG, Ukraintseva S, Bagley O, Duan H, Wu D, Akushevich I, Stallard E, Kulminski A, Christensen K, Feitosa MF, O’Connell JR, Parker D, Whitson H, Yashin AI. Interactions between genes involved in physiological dysregulation and axon guidance: role in Alzheimer's disease. Front Genet 2023; 14:1236509. [PMID: 37719713 PMCID: PMC10500346 DOI: 10.3389/fgene.2023.1236509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 08/17/2023] [Indexed: 09/19/2023] Open
Abstract
Dysregulation of physiological processes may contribute to Alzheimer's disease (AD) development. We previously found that an increase in the level of physiological dysregulation (PD) in the aging body is associated with declining resilience and robustness to major diseases. Also, our genome-wide association study found that genes associated with the age-related increase in PD frequently represented pathways implicated in axon guidance and synaptic function, which in turn were linked to AD and related traits (e.g., amyloid, tau, neurodegeneration) in the literature. Here, we tested the hypothesis that genes involved in PD and axon guidance/synapse function may jointly influence onset of AD. We assessed the impact of interactions between SNPs in such genes on AD onset in the Long Life Family Study and sought to replicate the findings in the Health and Retirement Study. We found significant interactions between SNPs in the UNC5C and CNTN6, and PLXNA4 and EPHB2 genes that influenced AD onset in both datasets. Associations with individual SNPs were not statistically significant. Our findings, thus, support a major role of genetic interactions in the heterogeneity of AD and suggest the joint contribution of genes involved in PD and axon guidance/synapse function (essential for the maintenance of complex neural networks) to AD development.
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Affiliation(s)
- Konstantin G. Arbeev
- Biodemography of Aging Research Unit, Social Science Research Institute, Duke University, Durham, NC, United States
| | - Svetlana Ukraintseva
- Biodemography of Aging Research Unit, Social Science Research Institute, Duke University, Durham, NC, United States
| | - Olivia Bagley
- Biodemography of Aging Research Unit, Social Science Research Institute, Duke University, Durham, NC, United States
| | - Hongzhe Duan
- Biodemography of Aging Research Unit, Social Science Research Institute, Duke University, Durham, NC, United States
| | - Deqing Wu
- Biodemography of Aging Research Unit, Social Science Research Institute, Duke University, Durham, NC, United States
| | - Igor Akushevich
- Biodemography of Aging Research Unit, Social Science Research Institute, Duke University, Durham, NC, United States
| | - Eric Stallard
- Biodemography of Aging Research Unit, Social Science Research Institute, Duke University, Durham, NC, United States
| | - Alexander Kulminski
- Biodemography of Aging Research Unit, Social Science Research Institute, Duke University, Durham, NC, United States
| | - Kaare Christensen
- Danish Aging Research Center, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - Mary F. Feitosa
- Division of Statistical Genomics, Department of Genetics, Washington University School of Medicine, St. Louis, MO, United States
| | - Jeffrey R. O’Connell
- Division of Endocrinology, Diabetes and Nutrition and Program for Personalized and Genomic Medicine, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Daniel Parker
- Duke Center for the Study of Aging and Human Development, Duke University, Durham, NC, United States
| | - Heather Whitson
- Duke Center for the Study of Aging and Human Development, Duke University, Durham, NC, United States
- Durham VA Geriatrics Research Education and Clinical Center, Durham, NC, United States
| | - Anatoliy I. Yashin
- Biodemography of Aging Research Unit, Social Science Research Institute, Duke University, Durham, NC, United States
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6
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Network Theoretical Approach to Explore Factors Affecting Signal Propagation and Stability in Dementia’s Protein-Protein Interaction Network. Biomolecules 2022; 12:biom12030451. [PMID: 35327643 PMCID: PMC8946103 DOI: 10.3390/biom12030451] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Revised: 02/13/2022] [Accepted: 02/16/2022] [Indexed: 02/04/2023] Open
Abstract
Dementia—a syndrome affecting human cognition—is a major public health concern given to its rising prevalence worldwide. Though multiple research studies have analyzed disorders such as Alzheimer’s disease and Frontotemporal dementia using a systems biology approach, a similar approach to dementia syndrome as a whole is required. In this study, we try to find the high-impact core regulating processes and factors involved in dementia’s protein–protein interaction network. We also explore various aspects related to its stability and signal propagation. Using gene interaction databases such as STRING and GeneMANIA, a principal dementia network (PDN) consisting of 881 genes and 59,085 interactions was achieved. It was assortative in nature with hierarchical, scale-free topology enriched in various gene ontology (GO) categories and KEGG pathways, such as negative and positive regulation of apoptotic processes, macroautophagy, aging, response to drug, protein binding, etc. Using a clustering algorithm (Louvain method of modularity maximization) iteratively, we found a number of communities at different levels of hierarchy in PDN consisting of 95 “motif-localized hubs”, out of which, 7 were present at deepest level and hence were key regulators (KRs) of PDN (HSP90AA1, HSP90AB1, EGFR, FYN, JUN, CELF2 and CTNNA3). In order to explore aspects of network’s resilience, a knockout (of motif-localized hubs) experiment was carried out. It changed the network’s topology from a hierarchal scale-free topology to scale-free, where independent clusters exhibited greater control. Additionally, network experiments on interaction of druggable genome and motif-localized hubs were carried out where UBC, EGFR, APP, CTNNB1, NTRK1, FN1, HSP90AA1, MDM2, VCP, CTNNA1 and GRB2 were identified as hubs in the resultant network (RN). We finally concluded that stability and resilience of PDN highly relies on motif-localized hubs (especially those present at deeper levels), making them important therapeutic intervention candidates. HSP90AA1, involved in heat shock response (and its master regulator, i.e., HSF1), and EGFR are most important genes in pathology of dementia apart from KRs, given their presence as KRs as well as hubs in RN.
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7
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Bai H, Kaur H, Kallianpur AR, Hulgan T, Franklin DR, Letendre SL, Ellis RJ, Bush WS. A Haptoglobin Exon Copy Number Variant Associates With HIV-Associated Neurocognitive Impairment in European and African-Descent Populations. Front Genet 2022; 12:756685. [PMID: 35003209 PMCID: PMC8727522 DOI: 10.3389/fgene.2021.756685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 11/24/2021] [Indexed: 11/13/2022] Open
Abstract
A common two-exon deletion distinguishes the gene encoding the free hemoglobin capturing protein—haptoglobin (HP)–into two alleles: HP1 and HP2. To evaluate the impact of this copy number variant (CNV) on neurocognitive impairment (NCI) in people living with HIV, we imputed this variant in 432 European-descent (EUR) and 491 African-descent (AFR) participants from the CNS HIV Antiretroviral Therapy Effects Research Study using an optimized imputation pipeline and evaluated its associations with NCI. At baseline, in AFR, the HP2 allele decreased the odds of NCI (defined by a global deficit score, GDS, ⩾0.5; Odds Ratio, OR = 0.584, p = 0.022). However, in EUR, HP2 increased the odds (OR = 2.081, p = 0.040) of NCI suggesting a detrimental effect. These effects were extended to longitudinal analyses using repeated measurements where the protective effect of the HP2 allele in AFR became marginally significant (p = 0.054) and in EUR the detrimental effect increased in significance (p = 0.037). In EUR, the HP2 allele slightly reduced the risk of NCI over time (OR = 0.028 per allele per year, p = 0.024). Further analyses of cognitive domain-specific impairment revealed that the HP-NCI effect was based on changes in learning, speed of information processing, and verbal domains over time differing by ancestry groups. Overall, these findings suggest that these functional HP CNV alleles influence the likelihood of NCI and contribute to changes in neurocognitive function over time in people living with HIV.
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Affiliation(s)
- Haimeng Bai
- Department of Population and Quantitative Health Sciences, Cleveland Institute for Computational Biology, Case Western Reserve University, Cleveland, OH, United States.,Department of Nutrition, Case Western Reserve University School of Medicine, Cleveland, OH, United States
| | - Harpreet Kaur
- Department of Genomic Medicine, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH, United States
| | - Asha R Kallianpur
- Department of Genomic Medicine, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH, United States.,Department of Molecular Medicine, Case Western Reserve University School of Medicine, Cleveland, OH, United States
| | - Todd Hulgan
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, United States
| | - Donald R Franklin
- Department of Psychiatry, HIV Neurobehavioral Research Center, University of California, San Diego, San Diego, CA, United States
| | - Scott L Letendre
- Departments of Medicine and Psychiatry, University of California, San Diego, San Diego, CA, United States
| | - Ronald J Ellis
- Departments of Neurosciences and Psychiatry, University of California, San Diego, San Diego, CA, United States
| | - William S Bush
- Department of Population and Quantitative Health Sciences, Cleveland Institute for Computational Biology, Case Western Reserve University, Cleveland, OH, United States
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Bauer A, Brack-Werner R. Modeling HIV Latency in Astrocytes with the Human Neural Progenitor Cell Line HNSC.100. Methods Mol Biol 2022; 2407:103-114. [PMID: 34985662 DOI: 10.1007/978-1-0716-1871-4_10] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Neurocognitive disorders continue to occur in HIV-infected individuals, despite successful antiretroviral therapy. HIV can persist in the brain for decades, where it infects mainly microglial cells and astrocytes. Brain tissues from HIV-infected individuals have been shown to harbor HIV proviruses and to express early viral products with neurotoxic properties, like Tat. Egress of HIV from astrocytes to the periphery in animals further supports a critical role of astrocytes as HIV reservoirs. In vitro studies show that astrocytes can harbor latent HIV proviruses that can be activated by various agents and initiate productive infection of immune cells. Cell culture studies of HIV-infection of astrocytes have depended heavily on rapidly dividing cells derived from tumors or from fetal tissue. However, in adult brains the majority of astrocytes are nondividing. Therefore, cell culture models are needed to investigate the unique properties of latent HIV proviruses in differentiated astrocytes and to compare these with the properties of other HIV reservoirs.This protocol gives guidelines for the culture of the human neural stem cell line HNSC.100 and a stable subpopulation with latent HIV-1 provirus, HNSCLatGFP1.2. The HNSC.100 cell line provides a single cell model system for the study of HIV persistence in proliferating progenitor cells as well as fully differentiated, nondividing astrocytes. The HNSCLatGFP1.2 cell line contains a full-length HIV-1 provirus derived from NL4-3 with GFP-coding sequences in a defective Env reading frame, enabling handling under Biosafety level 2 conditions and convenient observation of provirus reactivation by monitoring GFP expression. The latent provirus can be reactivated by latency reversing agents which allows the analysis of novel latency reversing agents as well as inhibitors of reactivators of latency.
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Affiliation(s)
- Amelie Bauer
- Institute of Virology, Helmholtz Zentrum München-Deutsches Forschungszentrum für Umwelt und Gesundheit, Neuherberg, Germany.
| | - Ruth Brack-Werner
- Institute of Virology, Helmholtz Zentrum München-Deutsches Forschungszentrum für Umwelt und Gesundheit, Neuherberg, Germany
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9
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Ojeda-Juárez D, Kaul M. Transcriptomic and Genetic Profiling of HIV-Associated Neurocognitive Disorders. Front Mol Biosci 2021; 8:721954. [PMID: 34778371 PMCID: PMC8586712 DOI: 10.3389/fmolb.2021.721954] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Accepted: 09/24/2021] [Indexed: 12/20/2022] Open
Abstract
Early in the HIV pandemic, it became evident that people living with HIV (PLWH) develop a wide range of neurological and neurocognitive complications. Even after the introduction of combination antiretroviral therapy (cART), which dramatically improved survival of PLWH, the overall number of people living with some form of HIV-associated neurocognitive disorders (HAND) seemed to remain unchanged, although the incidence of dementia declined and questions about the incidence and diagnosis of the mildest form of HAND arose. To better understand this complex disease, several transcriptomic analyses have been conducted in autopsy samples, as well as in non-human primates and small animal rodent models. However, genetic studies in the HIV field have mostly focused on the genetic makeup of the immune system. Much less is known about the genetic underpinnings of HAND. Here, we provide a summary of reported transcriptomic and epigenetic changes in HAND, as well as some of the potential genetic underpinnings that have been linked to HAND, and discuss future directions with hurdles to overcome and angles that remain to be explored.
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Affiliation(s)
- Daniel Ojeda-Juárez
- Division of Biomedical Sciences, School of Medicine, University of California, Riverside, Riverside, CA, United States
| | - Marcus Kaul
- Division of Biomedical Sciences, School of Medicine, University of California, Riverside, Riverside, CA, United States
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10
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Rawat P, Brummel SS, Singh KK, Kim J, Frazer KA, Nichols S, Seage GR, Williams PL, Van Dyke RB, Harismendy O, Trout RN, Spector SA. Genomics Links Inflammation With Neurocognitive Impairment in Children Living With Human Immunodeficiency Virus Type-1. J Infect Dis 2021; 224:870-880. [PMID: 33373444 PMCID: PMC8408770 DOI: 10.1093/infdis/jiaa792] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Accepted: 12/22/2020] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND We identified host single-nucleotide variants (SNVs) associated with neurocognitive impairment (NCI) in perinatally HIV-infected (PHIV) children. METHODS Whole-exome sequencing (WES) was performed on 217 PHIV with cognitive score for age (CSA) < 70 and 247 CSA ≥ 70 (discovery cohort [DC]). SNVs identified in DC were evaluated in 2 validation cohorts (VC). Logistic regression was used to estimate adjusted odds ratios (ORs) for NCI. A human microglia NLRP3 inflammasome assay characterized the role of identified genes. RESULTS Twenty-nine SNVs in 24 genes reaching P ≤ .002 and OR ≥ 1.5 comparing CSA < 70 to CSA ≥ 70 were identified in the DC, of which 3 SNVs were identified in VCs for further study. Combining the 3 cohorts, SNV in CCRL2 (rs3204849) was associated with decreased odds of NCI (P < .0001); RETREG1/FAM134B (rs61733811) and YWHAH (rs73884247) were associated with increased risk of NCI (P < .0001 and P < .001, respectively). Knockdown of CCRL2 led to decreased microglial release of IL-1β following exposure to ssRNA40 while knockdown of RETREG1 and YWHAH resulted in increased IL-1β release. CONCLUSIONS Using WES and 2 VCs, and gene silencing of microglia we identified 3 genetic variants associated with NCI and inflammation in HIV-infected children.
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Affiliation(s)
- Pratima Rawat
- Department of Pediatrics, University of California San Diego, La Jolla, California, USA
| | - Sean S Brummel
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Kumud K Singh
- Department of Pediatrics, University of California San Diego, La Jolla, California, USA
| | - Jihoon Kim
- Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Kelly A Frazer
- Department of Pediatrics, University of California San Diego, La Jolla, California, USA
| | - Sharon Nichols
- Department of Neuroscience, University of California San Diego, La Jolla, California, USA
| | - George R Seage
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Paige L Williams
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Russell B Van Dyke
- Department of Pediatrics, Tulane University School of Medicine, New Orleans, Louisiana, USA
| | - Olivier Harismendy
- Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Rodney N Trout
- Department of Pediatrics, University of California San Diego, La Jolla, California, USA
| | - Stephen A Spector
- Department of Pediatrics, University of California San Diego, La Jolla, California, USA
- Rady Children’s Hospital San Diego, San Diego, California, USA
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11
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Bousali M, Papatheodoridis G, Paraskevis D, Karamitros T. Hepatitis B Virus DNA Integration, Chronic Infections and Hepatocellular Carcinoma. Microorganisms 2021; 9:1787. [PMID: 34442866 PMCID: PMC8398950 DOI: 10.3390/microorganisms9081787] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 08/13/2021] [Accepted: 08/18/2021] [Indexed: 12/16/2022] Open
Abstract
Hepatitis B Virus (HBV) is an Old World virus with a high mutation rate, which puts its origins in Africa alongside the origins of Homo sapiens, and is a member of the Hepadnaviridae family that is characterized by a unique viral replication cycle. It targets human hepatocytes and can lead to chronic HBV infection either after acute infection via horizontal transmission usually during infancy or childhood or via maternal-fetal transmission. HBV has been found in ~85% of HBV-related Hepatocellular Carcinomas (HCC), and it can integrate the whole or part of its genome into the host genomic DNA. The molecular mechanisms involved in the HBV DNA integration is not yet clear; thus, multiple models have been described with respect to either the relaxed-circular DNA (rcDNA) or the double-stranded linear DNA (dslDNA) of HBV. Various genes have been found to be affected by HBV DNA integration, including cell-proliferation-related genes, oncogenes and long non-coding RNA genes (lincRNAs). The present review summarizes the advances in the research of HBV DNA integration, focusing on the evolutionary and molecular side of the integration events along with the arising clinical aspects in the light of WHO's commitment to eliminate HBV and viral hepatitis by 2030.
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Affiliation(s)
- Maria Bousali
- Bioinformatics and Applied Genomics Unit, Department of Microbiology, Hellenic Pasteur Institute, 11521 Athens, Greece;
| | - George Papatheodoridis
- Department of Gastroenterology, “Laiko” General Hospital of Athens, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece;
| | - Dimitrios Paraskevis
- Department of Hygiene Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, 15772 Athens, Greece;
| | - Timokratis Karamitros
- Bioinformatics and Applied Genomics Unit, Department of Microbiology, Hellenic Pasteur Institute, 11521 Athens, Greece;
- Laboratory of Medical Microbiology, Department of Microbiology, Hellenic Pasteur Institute, 11521 Athens, Greece
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12
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Martinez-Banfi M, Vélez JI, Mebarak Chams MR, Arcos-Holzinger M, Acosta-López JE, García R, Perea MV, Arcos-Burgos M, Ladera V. Utility of a Short Neuropsychological Protocol for Detecting HIV-Associated Neurocognitive Disorders in Patients with Asymptomatic HIV-1 Infection. Brain Sci 2021; 11:1037. [PMID: 34439656 PMCID: PMC8394998 DOI: 10.3390/brainsci11081037] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 07/26/2021] [Accepted: 07/29/2021] [Indexed: 12/31/2022] Open
Abstract
Human Immunodeficiency Virus type 1 (HIV-1) infection is a chronic disease that affects ~40 million people worldwide. HIV-associated neurocognitive disorders (HAND) are common in individuals with HIV-1 Infection, and represent a recent public health problem. Here we evaluate the performance of a recently proposed short protocol for detecting HAND by studying 60 individuals with HIV-1-Infection and 60 seronegative controls from a Caribbean community in Barranquilla, Colombia. The short evaluation protocol used significant neuropsychological tests from a previous study of asymptomatic HIV-1 infected patients and a group of seronegative controls. Brief screening instruments, i.e., the Mini-mental State Examination (MMSE) and the International HIV Dementia Scale (IHDS), were also applied. Using machine-learning techniques, we derived predictive models of HAND status, and evaluated their performance with the ROC curves. The proposed short protocol performs exceptionally well yielding sensitivity, specificity, and overall prediction values >90%, and better predictive capacity than that of the MMSE and IHDS. Community-specific cut-off values for HAND diagnosis, based on the MMSE and IHDS, make this protocol suitable for HAND screening in individuals from this Caribbean community. This study shows the effectivity of a recently proposed short protocol to detect HAND in individuals with asymptomatic HIV-1-Infection. The application of community-specific cut-off values for HAND diagnosis in the clinical setting may improve HAND screening accuracy and facilitate patients' treatment and follow-up. Further studies are needed to assess the performance of this protocol in other Latin American populations.
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Affiliation(s)
- Martha Martinez-Banfi
- Facultad de Ciencias Jurídicas y Sociales, Universidad Simón Bolívar, Barranquilla 080005, Colombia;
| | - Jorge I. Vélez
- Department of Industrial Engineering, Universidad del Norte, Barranquilla 081007, Colombia;
| | | | - Mauricio Arcos-Holzinger
- Grupo de Investigación en Psiquiatría (GIPSI), Departamento de Psiquiatría, Instituto de Investigaciones Médicas, Facultad de Medicina, Universidad de Antioquia, Medellín 050010, Colombia; (M.A.-H.); (M.A.-B.)
| | - Johan E. Acosta-López
- Facultad de Ciencias Jurídicas y Sociales, Universidad Simón Bolívar, Barranquilla 080005, Colombia;
| | - Ricardo García
- Facultad de Psicología, Universidad de Salamanca, 37008 Salamanca, Spain; (R.G.); (M.V.P.); (V.L.)
| | - María Victoria Perea
- Facultad de Psicología, Universidad de Salamanca, 37008 Salamanca, Spain; (R.G.); (M.V.P.); (V.L.)
| | - Mauricio Arcos-Burgos
- Grupo de Investigación en Psiquiatría (GIPSI), Departamento de Psiquiatría, Instituto de Investigaciones Médicas, Facultad de Medicina, Universidad de Antioquia, Medellín 050010, Colombia; (M.A.-H.); (M.A.-B.)
| | - Valentina Ladera
- Facultad de Psicología, Universidad de Salamanca, 37008 Salamanca, Spain; (R.G.); (M.V.P.); (V.L.)
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Saloner R, Fields JA, Marcondes MCG, Iudicello JE, von Känel S, Cherner M, Letendre SL, Kaul M, Grant I. Methamphetamine and Cannabis: A Tale of Two Drugs and their Effects on HIV, Brain, and Behavior. J Neuroimmune Pharmacol 2020; 15:743-764. [PMID: 32929575 DOI: 10.1007/s11481-020-09957-0] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Accepted: 09/10/2020] [Indexed: 12/12/2022]
Abstract
HIV infection and drug use intersect epidemiologically, and their combination can result in complex effects on brain and behavior. The extent to which drugs affect the health of persons with HIV (PWH) depends on many factors including drug characteristics, use patterns, stage of HIV disease and its treatment, comorbid factors, and age. To consider the range of drug effects, we have selected two that are in common use by PWH: methamphetamine and cannabis. We compare the effects of methamphetamine with those of cannabis, to illustrate how substances may potentiate, worsen, or even buffer the effects of HIV on the CNS. Data from human, animal, and ex vivo studies provide insights into how these drugs have differing effects on the persistent inflammatory state that characterizes HIV infection, including effects on viral replication, immune activation, mitochondrial function, gut permeability, blood brain barrier integrity, glia and neuronal signaling. Moving forward, we consider how these mechanistic insights may inform interventions to improve brain outcomes in PWH. This review summarizes literature from clinical and preclinical studies demonstrating the adverse effects of METH, as well as the potentially beneficial effects of cannabis, on the interacting systemic (e.g., gut barrier leakage/microbial translocation, immune activation, inflammation) and CNS-specific (e.g., glial activation/neuroinflammation, neural injury, mitochondrial toxicity/oxidative stress) mechanisms underlying HIV-associated neurocognitive disorders.
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Affiliation(s)
- Rowan Saloner
- Department of Psychiatry, HIV Neurobehavioral Research Program, University of California, San Diego, San Diego, CA, USA. .,Joint Doctoral Program in Clinical Psychology, San Diego State University/University of California, San Diego , San Diego, CA, USA.
| | - Jerel Adam Fields
- Department of Psychiatry, HIV Neurobehavioral Research Program, University of California, San Diego, San Diego, CA, USA
| | | | - Jennifer E Iudicello
- Department of Psychiatry, HIV Neurobehavioral Research Program, University of California, San Diego, San Diego, CA, USA
| | - Sofie von Känel
- Department of Psychiatry, HIV Neurobehavioral Research Program, University of California, San Diego, San Diego, CA, USA
| | - Mariana Cherner
- Department of Psychiatry, HIV Neurobehavioral Research Program, University of California, San Diego, San Diego, CA, USA
| | - Scott L Letendre
- Department of Psychiatry, HIV Neurobehavioral Research Program, University of California, San Diego, San Diego, CA, USA
| | - Marcus Kaul
- Department of Psychiatry, HIV Neurobehavioral Research Program, University of California, San Diego, San Diego, CA, USA.,Division of Biomedical Sciences, University of California, Riverside, Riverside, CA, USA
| | - Igor Grant
- Department of Psychiatry, HIV Neurobehavioral Research Program, University of California, San Diego, San Diego, CA, USA
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14
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Gavegnano C, Haile W, Koneru R, Hurwitz SJ, Kohler JJ, Tyor WR, Schinazi RF. Novel method to quantify phenotypic markers of HIV-associated neurocognitive disorder in a murine SCID model. J Neurovirol 2020; 26:838-845. [PMID: 32901392 DOI: 10.1007/s13365-020-00842-3] [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: 02/14/2019] [Revised: 03/18/2020] [Accepted: 04/13/2020] [Indexed: 10/23/2022]
Abstract
Despite combined antiretroviral therapy (cART), HIV infection in the CNS persists with reported increases in activation of macrophages (MΦ), microglia, and surrounding astrocytes/neurons, conferring HIV-induced inflammation. Chronic inflammation results in HIV-associated neurocognitive disorders (HAND) with reported occurrence of up to half of individuals with HIV infection. The existing HAND mouse model used by laboratories including ours, and the effect of novel agents on its pathology present with labor-intensive and time-consuming limitations since brain sections and immunohistochemistry assays have to be performed and analyzed. A novel flow cytometry-based system to objectively quantify phenotypic effects of HIV using a SCID mouse HAND model was developed which demonstrated that the HIV-infected mice had significant increases in astrogliosis, loss of neuronal dendritic marker, activation of murine microglia, and human macrophage explants compared to uninfected control mice. HIV p24 could also be quantified in the brains of the infected mice. Correlation of these impairments with HIV-induced brain inflammation and previous behavioral abnormalities studies in mice suggests that this model can be used as a fast and relevant throughput methodology to quantify preclinical testing of novel treatments for HAND.
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Affiliation(s)
- Christina Gavegnano
- Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University, Atlanta, GA, 30322, USA.,Emory Center for AIDS Research (CFAR), Emory University, Atlanta, GA, 30322, USA
| | - Woldeab Haile
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, 30209, USA.,Atlanta Veterans Affairs Medical Center, Decatur, GA, 30033, USA
| | - Raj Koneru
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, 30209, USA.,Atlanta Veterans Affairs Medical Center, Decatur, GA, 30033, USA
| | - Selwyn J Hurwitz
- Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University, Atlanta, GA, 30322, USA.,Emory Center for AIDS Research (CFAR), Emory University, Atlanta, GA, 30322, USA
| | - James J Kohler
- Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University, Atlanta, GA, 30322, USA.,Emory Center for AIDS Research (CFAR), Emory University, Atlanta, GA, 30322, USA
| | - William R Tyor
- Emory Center for AIDS Research (CFAR), Emory University, Atlanta, GA, 30322, USA. .,Department of Neurology, Emory University School of Medicine, Atlanta, GA, 30209, USA. .,Atlanta Veterans Affairs Medical Center, Decatur, GA, 30033, USA.
| | - Raymond F Schinazi
- Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University, Atlanta, GA, 30322, USA. .,Emory Center for AIDS Research (CFAR), Emory University, Atlanta, GA, 30322, USA.
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15
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Gingras SN, Tang D, Tuff J, McLaren PJ. Minding the gap in HIV host genetics: opportunities and challenges. Hum Genet 2020; 139:865-875. [PMID: 32409920 PMCID: PMC7272494 DOI: 10.1007/s00439-020-02177-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Accepted: 03/12/2020] [Indexed: 12/15/2022]
Abstract
Genome-wide association studies (GWAS) have been successful in identifying and confirming novel genetic variants that are associated with diverse HIV phenotypes. However, these studies have predominantly focused on European cohorts. HLA molecules have been consistently associated with HIV outcomes, some of which have been found to be population specific, underscoring the need for diversity in GWAS. Recently, there has been a concerted effort to address this gap that leads to health care (disease prevention, diagnosis, treatment) disparities with marginal improvement. As precision medicine becomes more utilized, non-European individuals will be more and more disadvantaged, as the genetic variants identified in genomic research based on European populations may not accurately reflect that of non-European individuals. Leveraging pre-existing, large, multiethnic cohorts, such as the UK Biobank, 23andMe, and the National Institute of Health's All of Us Research Program, can contribute in raising genomic research in non-European populations and ultimately lead to better health outcomes.
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Affiliation(s)
- Shanelle N. Gingras
- JC Wilt Infectious Diseases Research Centre, National HIV and Retrovirology Lab, National Microbiology Laboratories, Public Health Agency of Canada, Winnipeg, Canada
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Canada
| | - David Tang
- JC Wilt Infectious Diseases Research Centre, National HIV and Retrovirology Lab, National Microbiology Laboratories, Public Health Agency of Canada, Winnipeg, Canada
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Canada
| | - Jeffrey Tuff
- JC Wilt Infectious Diseases Research Centre, National HIV and Retrovirology Lab, National Microbiology Laboratories, Public Health Agency of Canada, Winnipeg, Canada
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Canada
| | - Paul J. McLaren
- JC Wilt Infectious Diseases Research Centre, National HIV and Retrovirology Lab, National Microbiology Laboratories, Public Health Agency of Canada, Winnipeg, Canada
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Canada
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16
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SH3RF3 promotes breast cancer stem-like properties via JNK activation and PTX3 upregulation. Nat Commun 2020; 11:2487. [PMID: 32427938 PMCID: PMC7237486 DOI: 10.1038/s41467-020-16051-9] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Accepted: 04/08/2020] [Indexed: 02/08/2023] Open
Abstract
Cancer stem-like cells (CSCs) are the tumorigenic cell subpopulation and contribute to cancer recurrence and metastasis. However, the understanding of CSC regulatory mechanisms remains incomplete. By transcriptomic analysis, we identify a scaffold protein SH3RF3 (also named POSH2) that is upregulated in CSCs of breast cancer clinical tumors and cancer cell lines, and enhances the CSC properties of breast cancer cells. Mechanically, SH3RF3 interacts with the c-Jun N-terminal kinase (JNK) in a JNK-interacting protein (JIP)-dependent manner, leading to enhanced phosphorylation of JNK and activation of the JNK-JUN pathway. Further the JNK-JUN signaling expands CSC subpopulation by transcriptionally activating the expression of Pentraxin 3 (PTX3). The functional role of SH3RF3 in CSCs is validated with patient-derived organoid culture, and supported by clinical cohort analyses. In conclusion, our work elucidates the role and molecular mechanism of SH3RF3 in CSCs of breast cancer, and might provide opportunities for CSC-targeting therapy.
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Garza R, Gill AJ, Bastien BL, Garcia-Mesa Y, Gruenewald AL, Gelman BB, Tsima B, Gross R, Letendre SL, Kolson DL. Heme oxygenase-1 promoter (GT) n polymorphism associates with HIV neurocognitive impairment. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2020; 7:e710. [PMID: 32277015 PMCID: PMC7176253 DOI: 10.1212/nxi.0000000000000710] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Accepted: 02/21/2020] [Indexed: 01/21/2023]
Abstract
OBJECTIVE To determine whether regulatory variations in the heme oxygenase-1 (HO-1) promoter (GT) n dinucleotide repeat length could identify unique population genetic risks for neurocognitive impairment (NCI) in persons living with HIV (PLWH), we genotyped 528 neurocognitively assessed PLWH of European American and African American descent and linked genotypes to cognitive status. METHODS In this cross-sectional study of PLWH (the CNS HIV Antiretroviral Therapy Effect Research cohort), we determined HO-1 (GT) n repeat lengths in 276 African Americans and 252 European Americans. Using validated criteria for HIV-associated NCI (HIV NCI), we found associations between allele length genotypes and HIV NCI and between genotypes and plasma markers of monocyte activation and inflammation. For comparison of HO-1 (GT) n allele frequencies with another population of African ancestry, we determined HO-1 (GT) n allele lengths in African PLWH from Botswana (n = 428). RESULTS PLWH with short HO-1 (GT) n alleles had a lower risk for HIV NCI (OR = 0.63, 95% CI: 0.42-0.94). People of African ancestry had a lower prevalence of short alleles and higher prevalence of long alleles compared with European Americans, and in subgroup analyses, the protective effect of the short allele was observed in African Americans and not in European Americans. CONCLUSIONS Our study identified the short HO-1 (GT) n allele as partially protective against developing HIV NCI. It further suggests that this clinical protective effect is particularly relevant in persons of African ancestry, where the lower prevalence of short HO-1 (GT) n alleles may limit induction of HO-1 expression in response to inflammation and oxidative stress. Therapeutic strategies that enhance HO-1 expression may decrease HIV-associated neuroinflammation and limit HIV NCI.
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Affiliation(s)
- Rolando Garza
- From the Department of Neurology (R. Garza, A.J.G., B.L.B., Y.G.-M., A.L.G., D.L.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Pathology (B.B.G.), University of Texas Medical Branch, Galveston; Department of Family Medicine & Public Health (B.T.), University of Botswana, Gaborone; Departments of Medicine and Biostatistics (R. Gross), Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Department of Medicine (S.L.L.), University of California, San Diego
| | - Alexander J Gill
- From the Department of Neurology (R. Garza, A.J.G., B.L.B., Y.G.-M., A.L.G., D.L.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Pathology (B.B.G.), University of Texas Medical Branch, Galveston; Department of Family Medicine & Public Health (B.T.), University of Botswana, Gaborone; Departments of Medicine and Biostatistics (R. Gross), Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Department of Medicine (S.L.L.), University of California, San Diego
| | - Brandon L Bastien
- From the Department of Neurology (R. Garza, A.J.G., B.L.B., Y.G.-M., A.L.G., D.L.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Pathology (B.B.G.), University of Texas Medical Branch, Galveston; Department of Family Medicine & Public Health (B.T.), University of Botswana, Gaborone; Departments of Medicine and Biostatistics (R. Gross), Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Department of Medicine (S.L.L.), University of California, San Diego
| | - Yoelvis Garcia-Mesa
- From the Department of Neurology (R. Garza, A.J.G., B.L.B., Y.G.-M., A.L.G., D.L.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Pathology (B.B.G.), University of Texas Medical Branch, Galveston; Department of Family Medicine & Public Health (B.T.), University of Botswana, Gaborone; Departments of Medicine and Biostatistics (R. Gross), Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Department of Medicine (S.L.L.), University of California, San Diego
| | - Analise L Gruenewald
- From the Department of Neurology (R. Garza, A.J.G., B.L.B., Y.G.-M., A.L.G., D.L.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Pathology (B.B.G.), University of Texas Medical Branch, Galveston; Department of Family Medicine & Public Health (B.T.), University of Botswana, Gaborone; Departments of Medicine and Biostatistics (R. Gross), Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Department of Medicine (S.L.L.), University of California, San Diego
| | - Benjamin B Gelman
- From the Department of Neurology (R. Garza, A.J.G., B.L.B., Y.G.-M., A.L.G., D.L.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Pathology (B.B.G.), University of Texas Medical Branch, Galveston; Department of Family Medicine & Public Health (B.T.), University of Botswana, Gaborone; Departments of Medicine and Biostatistics (R. Gross), Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Department of Medicine (S.L.L.), University of California, San Diego
| | - Billy Tsima
- From the Department of Neurology (R. Garza, A.J.G., B.L.B., Y.G.-M., A.L.G., D.L.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Pathology (B.B.G.), University of Texas Medical Branch, Galveston; Department of Family Medicine & Public Health (B.T.), University of Botswana, Gaborone; Departments of Medicine and Biostatistics (R. Gross), Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Department of Medicine (S.L.L.), University of California, San Diego
| | - Robert Gross
- From the Department of Neurology (R. Garza, A.J.G., B.L.B., Y.G.-M., A.L.G., D.L.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Pathology (B.B.G.), University of Texas Medical Branch, Galveston; Department of Family Medicine & Public Health (B.T.), University of Botswana, Gaborone; Departments of Medicine and Biostatistics (R. Gross), Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Department of Medicine (S.L.L.), University of California, San Diego
| | - Scott L Letendre
- From the Department of Neurology (R. Garza, A.J.G., B.L.B., Y.G.-M., A.L.G., D.L.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Pathology (B.B.G.), University of Texas Medical Branch, Galveston; Department of Family Medicine & Public Health (B.T.), University of Botswana, Gaborone; Departments of Medicine and Biostatistics (R. Gross), Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Department of Medicine (S.L.L.), University of California, San Diego
| | - Dennis L Kolson
- From the Department of Neurology (R. Garza, A.J.G., B.L.B., Y.G.-M., A.L.G., D.L.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Pathology (B.B.G.), University of Texas Medical Branch, Galveston; Department of Family Medicine & Public Health (B.T.), University of Botswana, Gaborone; Departments of Medicine and Biostatistics (R. Gross), Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Department of Medicine (S.L.L.), University of California, San Diego.
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COMT Val158Met Polymorphism, Cardiometabolic Risk, and Nadir CD4 Synergistically Increase Risk of Neurocognitive Impairment in Men Living With HIV. J Acquir Immune Defic Syndr 2020; 81:e148-e157. [PMID: 31107306 DOI: 10.1097/qai.0000000000002083] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
OBJECTIVE The Val allele of the Val158Met single-nucleotide polymorphism of the catechol-o-methyltransferase gene (COMT) results in faster metabolism and reduced bioavailability of dopamine (DA). Among persons living with HIV, Val carriers display neurocognitive deficits relative to Met carriers, presumably due to exacerbation of HIV-related depletion of DA. COMT may also impact neurocognition by modulating cardiometabolic function, which is often dysregulated among persons living with HIV. We examined the interaction of COMT, cardiometabolic risk, and nadir CD4 on neurocognitive impairment (NCI) among HIV+ men. METHODS Three hundred twenty-nine HIV+ men underwent COMT genotyping and neurocognitive and neuromedical assessments. Cohort-standardized z scores for body mass index, systolic blood pressure, glucose, triglycerides, and high-density lipoprotein cholesterol were averaged to derive a cardiometabolic risk score (CMRS). NCI was defined as demographically adjusted global deficit score of ≥0.5. Logistic regression modeled NCI as a function of COMT, CMRS, and their interaction, covarying for estimated premorbid function, race/ethnicity, and HIV-specific characteristics. Follow-up analysis included the 3-way interaction of COMT, CMRS, and nadir CD4. RESULTS Genotypes were 81 (24.6%) Met/Met, 147 (44.7%) Val/Met, and 101 (30.7%) Val/Val. COMT interacted with CMRS (P = 0.02) such that higher CMRS increased risk of NCI among Val/Val [odds ratio (OR) = 2.13, P < 0.01], but not Val/Met (OR = 0.93, P > 0.05) or Met/Met (OR = 0.92, P > 0.05) carriers. Among Val/Val, nadir CD4 moderated the effect of CMRS (P < 0.01) such that higher CMRS increased likelihood of NCI only when nadir CD4 <180. DISCUSSION Results suggest a tripartite model by which genetically driven low DA reserve, cardiometabolic dysfunction, and historical immunosuppression synergistically enhance risk of NCI among HIV+ men, possibly due to neuroinflammation and oxidative stress.
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Nievergelt CM, Maihofer AX, Klengel T, Atkinson EG, Chen CY, Choi KW, Coleman JRI, Dalvie S, Duncan LE, Gelernter J, Levey DF, Logue MW, Polimanti R, Provost AC, Ratanatharathorn A, Stein MB, Torres K, Aiello AE, Almli LM, Amstadter AB, Andersen SB, Andreassen OA, Arbisi PA, Ashley-Koch AE, Austin SB, Avdibegovic E, Babić D, Bækvad-Hansen M, Baker DG, Beckham JC, Bierut LJ, Bisson JI, Boks MP, Bolger EA, Børglum AD, Bradley B, Brashear M, Breen G, Bryant RA, Bustamante AC, Bybjerg-Grauholm J, Calabrese JR, Caldas-de-Almeida JM, Dale AM, Daly MJ, Daskalakis NP, Deckert J, Delahanty DL, Dennis MF, Disner SG, Domschke K, Dzubur-Kulenovic A, Erbes CR, Evans A, Farrer LA, Feeny NC, Flory JD, Forbes D, Franz CE, Galea S, Garrett ME, Gelaye B, Geuze E, Gillespie C, Uka AG, Gordon SD, Guffanti G, Hammamieh R, Harnal S, Hauser MA, Heath AC, Hemmings SMJ, Hougaard DM, Jakovljevic M, Jett M, Johnson EO, Jones I, Jovanovic T, Qin XJ, Junglen AG, Karstoft KI, Kaufman ML, Kessler RC, Khan A, Kimbrel NA, King AP, Koen N, Kranzler HR, Kremen WS, Lawford BR, Lebois LAM, Lewis CE, Linnstaedt SD, Lori A, Lugonja B, Luykx JJ, Lyons MJ, Maples-Keller J, Marmar C, Martin AR, et alNievergelt CM, Maihofer AX, Klengel T, Atkinson EG, Chen CY, Choi KW, Coleman JRI, Dalvie S, Duncan LE, Gelernter J, Levey DF, Logue MW, Polimanti R, Provost AC, Ratanatharathorn A, Stein MB, Torres K, Aiello AE, Almli LM, Amstadter AB, Andersen SB, Andreassen OA, Arbisi PA, Ashley-Koch AE, Austin SB, Avdibegovic E, Babić D, Bækvad-Hansen M, Baker DG, Beckham JC, Bierut LJ, Bisson JI, Boks MP, Bolger EA, Børglum AD, Bradley B, Brashear M, Breen G, Bryant RA, Bustamante AC, Bybjerg-Grauholm J, Calabrese JR, Caldas-de-Almeida JM, Dale AM, Daly MJ, Daskalakis NP, Deckert J, Delahanty DL, Dennis MF, Disner SG, Domschke K, Dzubur-Kulenovic A, Erbes CR, Evans A, Farrer LA, Feeny NC, Flory JD, Forbes D, Franz CE, Galea S, Garrett ME, Gelaye B, Geuze E, Gillespie C, Uka AG, Gordon SD, Guffanti G, Hammamieh R, Harnal S, Hauser MA, Heath AC, Hemmings SMJ, Hougaard DM, Jakovljevic M, Jett M, Johnson EO, Jones I, Jovanovic T, Qin XJ, Junglen AG, Karstoft KI, Kaufman ML, Kessler RC, Khan A, Kimbrel NA, King AP, Koen N, Kranzler HR, Kremen WS, Lawford BR, Lebois LAM, Lewis CE, Linnstaedt SD, Lori A, Lugonja B, Luykx JJ, Lyons MJ, Maples-Keller J, Marmar C, Martin AR, Martin NG, Maurer D, Mavissakalian MR, McFarlane A, McGlinchey RE, McLaughlin KA, McLean SA, McLeay S, Mehta D, Milberg WP, Miller MW, Morey RA, Morris CP, Mors O, Mortensen PB, Neale BM, Nelson EC, Nordentoft M, Norman SB, O'Donnell M, Orcutt HK, Panizzon MS, Peters ES, Peterson AL, Peverill M, Pietrzak RH, Polusny MA, Rice JP, Ripke S, Risbrough VB, Roberts AL, Rothbaum AO, Rothbaum BO, Roy-Byrne P, Ruggiero K, Rung A, Rutten BPF, Saccone NL, Sanchez SE, Schijven D, Seedat S, Seligowski AV, Seng JS, Sheerin CM, Silove D, Smith AK, Smoller JW, Sponheim SR, Stein DJ, Stevens JS, Sumner JA, Teicher MH, Thompson WK, Trapido E, Uddin M, Ursano RJ, van den Heuvel LL, Van Hooff M, Vermetten E, Vinkers CH, Voisey J, Wang Y, Wang Z, Werge T, Williams MA, Williamson DE, Winternitz S, Wolf C, Wolf EJ, Wolff JD, Yehuda R, Young RM, Young KA, Zhao H, Zoellner LA, Liberzon I, Ressler KJ, Haas M, Koenen KC. International meta-analysis of PTSD genome-wide association studies identifies sex- and ancestry-specific genetic risk loci. Nat Commun 2019; 10:4558. [PMID: 31594949 PMCID: PMC6783435 DOI: 10.1038/s41467-019-12576-w] [Show More Authors] [Citation(s) in RCA: 373] [Impact Index Per Article: 62.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Accepted: 09/18/2019] [Indexed: 12/14/2022] Open
Abstract
The risk of posttraumatic stress disorder (PTSD) following trauma is heritable, but robust common variants have yet to be identified. In a multi-ethnic cohort including over 30,000 PTSD cases and 170,000 controls we conduct a genome-wide association study of PTSD. We demonstrate SNP-based heritability estimates of 5-20%, varying by sex. Three genome-wide significant loci are identified, 2 in European and 1 in African-ancestry analyses. Analyses stratified by sex implicate 3 additional loci in men. Along with other novel genes and non-coding RNAs, a Parkinson's disease gene involved in dopamine regulation, PARK2, is associated with PTSD. Finally, we demonstrate that polygenic risk for PTSD is significantly predictive of re-experiencing symptoms in the Million Veteran Program dataset, although specific loci did not replicate. These results demonstrate the role of genetic variation in the biology of risk for PTSD and highlight the necessity of conducting sex-stratified analyses and expanding GWAS beyond European ancestry populations.
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Affiliation(s)
- Caroline M Nievergelt
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA.
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA.
- Veterans Affairs San Diego Healthcare System, Research Service, San Diego, CA, USA.
| | - Adam X Maihofer
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, Research Service, San Diego, CA, USA
| | - Torsten Klengel
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
- University Medical Center Goettingen, Department of Psychiatry, Göttingen, DE, Germany
| | - Elizabeth G Atkinson
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Massachusetts General Hospital, Analytic and Translational Genetics Unit, Boston, MA, USA
| | - Chia-Yen Chen
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Massachusetts General Hospital, Analytic and Translational Genetics Unit, Boston, MA, USA
- Massachusetts General Hospital, Psychiatric and Neurodevelopmental Genetics Unit (PNGU), Boston, MA, USA
| | - Karmel W Choi
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Massachusetts General Hospital, Department of Psychiatry, Boston, MA, USA
- Harvard T.H. Chan School of Public Health, Department of Epidemiology, Boston, MA, USA
| | - Jonathan R I Coleman
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, London, GB, USA
- King's College London, NIHR BRC at the Maudsley, London, GB, USA
| | - Shareefa Dalvie
- University of Cape Town, SA MRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry, Cape Town, Western Cape, ZA, USA
| | - Laramie E Duncan
- Stanford University, Department of Psychiatry and Behavioral Sciences, Stanford, CA, USA
| | - Joel Gelernter
- US Department of Veterans Affairs, Department of Psychiatry, West Haven, CT, USA
- Yale University School of Medicine, Department of Genetics and Neuroscience, New Haven, CT, USA
- VA Connecticut Healthcare Center, West Haven, CT, USA
| | - Daniel F Levey
- VA Connecticut Healthcare Center, West Haven, CT, USA
- Yale University School of Medicine, Department of Psychiatry, New Haven, CT, USA
| | - Mark W Logue
- VA Boston Healthcare System, National Center for PTSD, Boston, MA, USA
| | - Renato Polimanti
- VA Connecticut Healthcare Center, West Haven, CT, USA
- Yale University School of Medicine, Department of Psychiatry, New Haven, CT, USA
| | | | | | - Murray B Stein
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Million Veteran Program, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, Psychiatry Service, San Diego, CA, USA
| | - Katy Torres
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, Research Service, San Diego, CA, USA
| | - Allison E Aiello
- Gillings School of Global Public Health, Department of Epidemiology, Chapel Hill, NC, USA
| | - Lynn M Almli
- Emory University, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA
| | - Ananda B Amstadter
- Virginia Institute for Psychiatric and Behavioral Genetics, Department of Psychiatry, Richmond, VA, USA
| | - Søren B Andersen
- The Danish Veteran Centre, Research and Knowledge Centre, Ringsted, Sjaelland, Denmark
| | - Ole A Andreassen
- University of Oslo, Institute of Clinical Medicine, Oslo, NO, Norway
| | - Paul A Arbisi
- Minneapolis VA Health Care System, Mental Health Service Line, Minneapolis, MN, USA
| | | | - S Bryn Austin
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- Boston Children's Hospital, Division of Adolescent and Young Adult Medicine, Boston, MA, USA
- Brigham and Women's Hospital, Channing Division of Network Medicine, Boston, MA, USA
- Harvard School of Public Health, Department of Social and Behavioral Sciences, Boston, MA, USA
| | - Esmina Avdibegovic
- University Clinical Center of Tuzla, Department of Psychiatry, Tuzla, BA, Bosnia and Herzegovina
| | - Dragan Babić
- University Clinical Center of Mostar, Department of Psychiatry, Mostar, BA, Bosnia and Herzegovina
| | - Marie Bækvad-Hansen
- Statens Serum Institut, Department for Congenital Disorders, Copenhagen, DK, Denmark
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, DK, Denmark
| | - Dewleen G Baker
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, Psychiatry Service, San Diego, CA, USA
| | - Jean C Beckham
- Durham VA Medical Center, Research, Durham, NC, USA
- Duke University, Department of Psychiatry and Behavioral Sciences, Durham, NC, USA
- VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center (MIRECC), Genetics Research Laboratory, Durham, NC, USA
| | - Laura J Bierut
- Washington University in Saint Louis School of Medicine, Department of Psychiatry, Saint Louis, MO, USA
| | - Jonathan I Bisson
- Cardiff University, National Centre for Mental Health, MRC Centre for Psychiatric Genetics and Genomics, Cardiff, UK
| | - Marco P Boks
- UMC Utrecht Brain Center Rudolf Magnus, Department of Translational Neuroscience, Utrecht, Utrecht, NL, Netherlands
| | - Elizabeth A Bolger
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Anders D Børglum
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, DK, Denmark
- Aarhus University, Centre for Integrative Sequencing, iSEQ, Aarhus, DK, Denmark
- Aarhus University, Department of Biomedicine - Human Genetics, Aarhus, DK, Denmark
| | - Bekh Bradley
- Emory University, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA
- Atlanta VA Health Care System, Mental Health Service Line, Decatur, GA, USA
| | - Megan Brashear
- Louisiana State University Health Sciences Center, School of Public Health and Department of Epidemiology, New Orleans, LA, USA
| | - Gerome Breen
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, London, GB, USA
- King's College London, NIHR BRC at the Maudsley, London, GB, USA
| | - Richard A Bryant
- University of New South Wales, Department of Psychology, Sydney, NSW, Australia
| | - Angela C Bustamante
- University of Michigan Medical School, Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Ann Arbor, MI, USA
| | - Jonas Bybjerg-Grauholm
- Statens Serum Institut, Department for Congenital Disorders, Copenhagen, DK, Denmark
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, DK, Denmark
| | | | - José M Caldas-de-Almeida
- CEDOC -Chronic Diseases Research Centre, Lisbon Institute of Global Mental Health, Lisbon, PT, Portugal
| | - Anders M Dale
- University of California San Diego, Department of Radiology, Department of Neurosciences, La Jolla, CA, USA
| | - Mark J Daly
- Massachusetts General Hospital, Psychiatric and Neurodevelopmental Genetics Unit (PNGU), Boston, MA, USA
| | - Nikolaos P Daskalakis
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
- Cohen Veterans Bioscience, Cambridge, MA, USA
- Icahn School of Medicine at Mount Sinai, Department of Psychiatry, New York, NY, USA
| | - Jürgen Deckert
- University Hospital of Würzburg, Center of Mental Health, Psychiatry, Psychosomatics and Psychotherapy, Würzburg, DE, Germany
| | - Douglas L Delahanty
- Kent State University, Department of Psychological Sciences, Kent, OH, USA
- Kent State University, Research and Sponsored Programs, Kent, OH, USA
| | - Michelle F Dennis
- Durham VA Medical Center, Research, Durham, NC, USA
- Duke University, Department of Psychiatry and Behavioral Sciences, Durham, NC, USA
- VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center (MIRECC), Genetics Research Laboratory, Durham, NC, USA
| | - Seth G Disner
- Minneapolis VA Health Care System, Research Service Line, Minneapolis, MN, USA
| | - Katharina Domschke
- Medical Center-University of Freiburg, Faculty of Medicine, Department of Psychiatry and Psychotherapy, Freiburg, DE, Germany
- University of Freiburg, Faculty of Medicine, Centre for Basics in Neuromodulation, Freiburg, DE, Germany
| | - Alma Dzubur-Kulenovic
- University Clinical Center of Sarajevo, Department of Psychiatry, Sarajevo, BA, Bosnia and Herzegovina
| | - Christopher R Erbes
- University of Minnesota, Department of Psychiatry, Minneapolis, MN, USA
- Minneapolis VA Health Care System, Center for Care Delivery and Outcomes Research (CCDOR), Minneapolis, MN, USA
| | - Alexandra Evans
- Cardiff University, National Centre for Mental Health, MRC Centre for Psychiatric Genetics and Genomics, Cardiff, South Glamorgan, GB, USA
| | - Lindsay A Farrer
- Boston University School of Medicine, Department of Medicine, Boston, MA, USA
| | - Norah C Feeny
- Case Western Reserve University, Department of Psychological Sciences, Cleveland, OH, USA
| | - Janine D Flory
- Icahn School of Medicine at Mount Sinai, Department of Psychiatry, New York, NY, USA
| | - David Forbes
- University of Melbourne, Department of Psychiatry, Melbourne, VIC, AU, USA
| | - Carol E Franz
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
| | - Sandro Galea
- Boston University, Department of Psychological and Brain Sciences, Boston, MA, USA
| | - Melanie E Garrett
- Duke University, Department of Psychiatry and Behavioral Sciences, Durham, NC, USA
| | - Bizu Gelaye
- Harvard T.H. Chan School of Public Health, Department of Epidemiology, Boston, MA, USA
| | - Elbert Geuze
- Netherlands Ministry of Defence, Brain Research and Innovation Centre, Utrecht, Utrecht, NL, Netherlands
- UMC Utrecht Brain Center Rudolf Magnus, Department of Psychiatry, Utrecht, Utrecht, NL, Netherlands
| | - Charles Gillespie
- Emory University, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA
| | - Aferdita Goci Uka
- University Clinical Centre of Kosovo, Department of Psychiatry, Prishtina, Kosovo, XK, USA
| | - Scott D Gordon
- QIMR Berghofer Medical Research Institute, Department of Genetics and Computational Biology, Brisbane, Queensland, Australia
| | - Guia Guffanti
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Rasha Hammamieh
- US Army Medical Research and Materiel Command, USACEHR, Fort Detrick, MD, USA
| | - Supriya Harnal
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
| | - Michael A Hauser
- Duke University, Department of Psychiatry and Behavioral Sciences, Durham, NC, USA
| | - Andrew C Heath
- Washington University in Saint Louis School of Medicine, Department of Genetics, Saint Louis, MO, USA
| | - Sian M J Hemmings
- Stellenbosch University Faculty of Medicine and Health Sciences, Department of Psychiatry, Cape Town, Western Cape, ZA, South Africa
| | - David Michael Hougaard
- Statens Serum Institut, Department for Congenital Disorders, Copenhagen, DK, Denmark
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, DK, Denmark
| | - Miro Jakovljevic
- University Hospital Center of Zagreb, Department of Psychiatry, Zagreb, HR, USA
| | - Marti Jett
- US Army Medical Research and Materiel Command, USACEHR, Fort Detrick, MD, USA
| | - Eric Otto Johnson
- RTI International, Behavioral Health and Criminal Justice Division, Research Triangle Park, NC, USA
| | - Ian Jones
- Cardiff University, National Centre for Mental Health, MRC Centre for Psychiatric Genetics and Genomics, Cardiff, South Glamorgan, GB, USA
| | - Tanja Jovanovic
- Emory University, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA
| | - Xue-Jun Qin
- Duke University, Duke Molecular Physiology Institute, Durham, NC, USA
| | - Angela G Junglen
- Kent State University, Department of Psychological Sciences, Kent, OH, USA
| | - Karen-Inge Karstoft
- The Danish Veteran Centre, Research and Knowledge Centre, Ringsted, Sjaelland, Denmark
- University of Copenhagen, Department of Psychology, Copenhagen, DK, Denmark
| | - Milissa L Kaufman
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Ronald C Kessler
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
| | - Alaptagin Khan
- McLean Hospital, Belmont, MA, USA
- Harvard Medical School, Department of Health Care Policy, Boston, MA, USA
| | - Nathan A Kimbrel
- Duke University, Duke Molecular Physiology Institute, Durham, NC, USA
- Durham VA Medical Center, Research, Durham, NC, USA
- VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center (MIRECC), Genetics Research Laboratory, Durham, NC, USA
| | - Anthony P King
- University of Michigan Medical School, Department of Psychiatry, Ann Arbor, MI, USA
| | - Nastassja Koen
- University of Cape Town, SA MRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry, Cape Town, Western Cape, ZA, USA
| | - Henry R Kranzler
- University of Pennsylvania Perelman School of Medicine, Department of Psychiatry, Philadelphia, PA, USA
- Mental Illness Research, Education and Clinical Center, Crescenz VAMC, Philadelphia, PA, USA
| | - William S Kremen
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
| | - Bruce R Lawford
- Queensland University of Technology, Institute of Health and Biomedical Innovation, Kelvin Grove, QLD, AU, Australia
- Queensland University of Technology, School of Biomedical Sciences, Kelvin Grove, QLD, AU, Australia
| | - Lauren A M Lebois
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Catrin E Lewis
- Cardiff University, National Centre for Mental Health, MRC Centre for Psychiatric Genetics and Genomics, Cardiff, South Glamorgan, GB, USA
| | - Sarah D Linnstaedt
- UNC Institute for Trauma Recovery, Department of Anesthesiology, Chapel Hill, NC, USA
| | - Adriana Lori
- Emory University, Department of Gynecology and Obstetrics, Atlanta, GA, USA
| | - Bozo Lugonja
- Cardiff University, National Centre for Mental Health, MRC Centre for Psychiatric Genetics and Genomics, Cardiff, South Glamorgan, GB, USA
| | - Jurjen J Luykx
- UMC Utrecht Brain Center Rudolf Magnus, Department of Translational Neuroscience, Utrecht, Utrecht, NL, Netherlands
- UMC Utrecht Brain Center Rudolf Magnus, Department of Psychiatry, Utrecht, Utrecht, NL, Netherlands
| | | | - Jessica Maples-Keller
- Emory University, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA
| | - Charles Marmar
- New York University School of Medicine, Department of Psychiatry, New York, NY, USA
| | - Alicia R Martin
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Massachusetts General Hospital, Analytic and Translational Genetics Unit, Boston, MA, USA
| | - Nicholas G Martin
- QIMR Berghofer Medical Research Institute, Department of Genetics and Computational Biology, Brisbane, Queensland, Australia
| | | | | | - Alexander McFarlane
- University of Adelaide, Department of Psychiatry, Adelaide, South Australia, AU, Australia
| | | | | | - Samuel A McLean
- UNC Institute for Trauma Recovery, Department of Anesthesiology, Chapel Hill, NC, USA
- UNC Institute for Trauma Recovery, Department of Emergency Medicine, Chapel Hill, NC, USA
| | - Sarah McLeay
- Gallipoli Medical Research Institute, PTSD Initiative, Greenslopes, Queensland, AU, Australia
| | - Divya Mehta
- Queensland University of Technology, Institute of Health and Biomedical Innovation, Kelvin Grove, QLD, AU, Australia
- Queensland University of Technology, School of Psychology and Counseling, Faculty of Health, Kelvin Grove, QLD, AU, Australia
| | | | - Mark W Miller
- VA Boston Healthcare System, National Center for PTSD, Boston, MA, USA
| | - Rajendra A Morey
- Duke University, Duke Molecular Physiology Institute, Durham, NC, USA
| | - Charles Phillip Morris
- Queensland University of Technology, Institute of Health and Biomedical Innovation, Kelvin Grove, QLD, AU, Australia
- Queensland University of Technology, School of Biomedical Sciences, Kelvin Grove, QLD, AU, Australia
| | - Ole Mors
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, DK, Denmark
- Aarhus University Hospital, Psychosis Research Unit, Risskov, DK, Denmark
| | - Preben B Mortensen
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, DK, Denmark
- Aarhus University, Centre for Integrative Sequencing, iSEQ, Aarhus, DK, Denmark
- Aarhus University, Centre for Integrated Register-based Research, Aarhus, DK, Denmark
- Aarhus University, National Centre for Register-Based Research, Aarhus, DK, Denmark
| | - Benjamin M Neale
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Massachusetts General Hospital, Analytic and Translational Genetics Unit, Boston, MA, USA
| | - Elliot C Nelson
- Washington University in Saint Louis School of Medicine, Department of Psychiatry, Saint Louis, MO, USA
| | - Merete Nordentoft
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, DK, Denmark
- University of Copenhagen, Mental Health Services in the Capital Region of Denmark, Mental Health Center Copenhagen, Copenhagen, DK, Denmark
| | - Sonya B Norman
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Department of Research and Psychiatry, San Diego, CA, USA
- National Center for Post Traumatic Stress Disorder, Executive Division, White River Junction, San Diego, VT, USA
| | - Meaghan O'Donnell
- University of Melbourne, Department of Psychiatry, Melbourne, VIC, AU, USA
| | - Holly K Orcutt
- Northern Illinois University, Department of Psychology, DeKalb, IL, USA
| | - Matthew S Panizzon
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
| | - Edward S Peters
- Louisiana State University Health Sciences Center, School of Public Health and Department of Epidemiology, New Orleans, LA, USA
| | - Alan L Peterson
- University of Texas Health Science Center at San Antonio, Department of Psychiatry, San Antonio, TX, USA
| | - Matthew Peverill
- University of Washington, Department of Psychology, Seattle, WA, USA
| | - Robert H Pietrzak
- Yale University School of Medicine, Department of Psychiatry, New Haven, CT, USA
- U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, West Haven, CT, USA
| | - Melissa A Polusny
- University of Minnesota, Department of Psychiatry, Minneapolis, MN, USA
- Minneapolis VA Health Care System, Department of Mental Health, Minneapolis, MN, USA
- Minneapolis VA Health Care System, Department of Psychology, Minneapolis, MN, USA
| | - John P Rice
- Washington University in Saint Louis School of Medicine, Department of Psychiatry, Saint Louis, MO, USA
| | - Stephan Ripke
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Massachusetts General Hospital, Psychiatric and Neurodevelopmental Genetics Unit (PNGU), Boston, MA, USA
- Charité - Universitätsmedizin, Department of Psychiatry and Psychotherapy, Berlin, GE, Germany
| | - Victoria B Risbrough
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, Research Service, San Diego, CA, USA
| | - Andrea L Roberts
- Harvard T.H. Chan School of Public Health, Department of Environmental Health, Boston, MA, USA
| | - Alex O Rothbaum
- Case Western Reserve University, Department of Psychological Sciences, Cleveland, OH, USA
| | - Barbara O Rothbaum
- Emory University, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA
| | - Peter Roy-Byrne
- University of Washington, Department of Psychology, Seattle, WA, USA
| | - Ken Ruggiero
- Medical University of South Carolina, Department of Nursing and Department of Psychiatry, Charleston, SC, USA
| | - Ariane Rung
- Louisiana State University Health Sciences Center, School of Public Health and Department of Epidemiology, New Orleans, LA, USA
| | - Bart P F Rutten
- Maastricht Universitair Medisch Centrum, School for Mental Health and Neuroscience, Department of Psychiatry and Neuropsychology, Maastricht, Limburg, NL, Netherlands
| | - Nancy L Saccone
- Washington University in Saint Louis School of Medicine, Department of Psychiatry, Saint Louis, MO, USA
| | - Sixto E Sanchez
- Universidad Peruana de Ciencias Aplicadas Facultad de Ciencias de la Salud, Department of Medicine, Lima, Lima, PE, USA
| | - Dick Schijven
- UMC Utrecht Brain Center Rudolf Magnus, Department of Translational Neuroscience, Utrecht, Utrecht, NL, Netherlands
- UMC Utrecht Brain Center Rudolf Magnus, Department of Psychiatry, Utrecht, Utrecht, NL, Netherlands
| | - Soraya Seedat
- Stellenbosch University Faculty of Medicine and Health Sciences, Department of Psychiatry, Cape Town, Western Cape, ZA, South Africa
| | - Antonia V Seligowski
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Julia S Seng
- University of Michigan, School of Nursing, Ann Arbor, MI, USA
| | - Christina M Sheerin
- Virginia Institute for Psychiatric and Behavioral Genetics, Department of Psychiatry, Richmond, VA, USA
| | - Derrick Silove
- University of New South Wales, Department of Psychiatry, Sydney, NSW, AU, USA
| | - Alicia K Smith
- Emory University, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA
- Emory University, Department of Gynecology and Obstetrics, Atlanta, GA, USA
| | - Jordan W Smoller
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Massachusetts General Hospital, Analytic and Translational Genetics Unit, Boston, MA, USA
- Massachusetts General Hospital, Department of Psychiatry, Boston, MA, USA
| | - Scott R Sponheim
- Minneapolis VA Health Care System, Mental Health Service Line, Minneapolis, MN, USA
- University of Minnesota, Department of Psychiatry, Minneapolis, MN, USA
| | - Dan J Stein
- University of Cape Town, SA MRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry, Cape Town, Western Cape, ZA, USA
| | - Jennifer S Stevens
- Emory University, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA
| | - Jennifer A Sumner
- Columbia University Medical Center, Department of Medicine, New York, NY, USA
| | - Martin H Teicher
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Wesley K Thompson
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, DK, Denmark
- Mental Health Centre Sct. Hans, Institute of Biological Psychiatry, Roskilde, DK, Denmark
- Oslo University Hospital, KG Jebsen Centre for Psychosis Research, Norway Division of Mental Health and Addiction, Oslo, NO, USA
| | - Edward Trapido
- Louisiana State University Health Sciences Center, School of Public Health and Department of Epidemiology, New Orleans, LA, USA
| | - Monica Uddin
- University of South Florida College of Public Health, Genomics Program, Tampa, FL, USA
| | - Robert J Ursano
- Uniformed Services University, Department of Psychiatry, Bethesda, Maryland, USA
| | - Leigh Luella van den Heuvel
- Stellenbosch University Faculty of Medicine and Health Sciences, Department of Psychiatry, Cape Town, Western Cape, ZA, South Africa
| | - Miranda Van Hooff
- University of Adelaide, Department of Psychiatry, Adelaide, South Australia, AU, Australia
| | - Eric Vermetten
- New York University School of Medicine, Department of Psychiatry, New York, NY, USA
- Arq, Psychotrauma Reseach Expert Group, Diemen, NH, Netherlands
- Leiden University Medical Center, Department of Psychiatry, Leiden, ZH, NL, Netherlands
- Netherlands Defense Department, Research Center, Utrecht, UT, Netherlands
| | - Christiaan H Vinkers
- Amsterdam UMC (location VUmc), Department of Anatomy and Neurosciences, Amsterdam, Holland, NL, Netherlands
- Amsterdam UMC (location VUmc), Department of Psychiatry, Amsterdam, Holland, NL, Netherlands
| | - Joanne Voisey
- Queensland University of Technology, Institute of Health and Biomedical Innovation, Kelvin Grove, QLD, AU, Australia
- Queensland University of Technology, School of Biomedical Sciences, Kelvin Grove, QLD, AU, Australia
| | - Yunpeng Wang
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, DK, Denmark
- Mental Health Centre Sct. Hans, Institute of Biological Psychiatry, Roskilde, DK, Denmark
- Oslo University Hospital, KG Jebsen Centre for Psychosis Research, Norway Division of Mental Health and Addiction, Oslo, NO, USA
| | - Zhewu Wang
- Ralph H Johnson VA Medical Center, Department of Mental Health, Charleston, SC, USA
- Medical University of South Carolina, Department of Psychiatry and Behavioral Sciences, Charleston, SC, USA
| | - Thomas Werge
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, DK, Denmark
- Mental Health Centre Sct. Hans, Institute of Biological Psychiatry, Roskilde, DK, Denmark
- University of Copenhagen, Department of Clinical Medicine, Copenhagen, Denmark
| | - Michelle A Williams
- Harvard T.H. Chan School of Public Health, Department of Epidemiology, Boston, MA, USA
| | - Douglas E Williamson
- Durham VA Medical Center, Research, Durham, NC, USA
- Duke University, Department of Psychiatry and Behavioral Sciences, Durham, NC, USA
| | - Sherry Winternitz
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Christiane Wolf
- University Hospital of Würzburg, Center of Mental Health, Psychiatry, Psychosomatics and Psychotherapy, Würzburg, DE, Germany
| | - Erika J Wolf
- VA Boston Healthcare System, National Center for PTSD, Boston, MA, USA
| | | | - Rachel Yehuda
- Icahn School of Medicine at Mount Sinai, Department of Psychiatry, New York, NY, USA
- James J Peters VA Medical Center, Department of Mental Health, Bronx, NY, USA
| | - Ross McD Young
- Queensland University of Technology, Institute of Health and Biomedical Innovation, Kelvin Grove, QLD, AU, Australia
- Queensland University of Technology, School of Psychology and Counseling, Faculty of Health, Kelvin Grove, QLD, AU, Australia
| | - Keith A Young
- Baylor Scott and White Central Texas, Department of Psychiatry, Temple, TX, USA
- CTVHCS, COE for Research on Returning War Veterans, Waco, TX, USA
| | - Hongyu Zhao
- Yale University, Department of Biostatistics, New Haven, CT, USA
| | - Lori A Zoellner
- University of Washington, Department of Psychiatry and Behavioral Sciences, Seattle, WA, USA
| | - Israel Liberzon
- University of Michigan Medical School, Department of Psychiatry, Ann Arbor, MI, USA
| | - Kerry J Ressler
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
- Emory University, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA
| | - Magali Haas
- Cohen Veterans Bioscience, Cambridge, MA, USA
| | - Karestan C Koenen
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Massachusetts General Hospital, Psychiatric and Neurodevelopmental Genetics Unit (PNGU), Boston, MA, USA
- Harvard School of Public Health, Department of Epidemiology, Boston, MA, USA
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Cotto B, Natarajanseenivasan K, Langford D. HIV-1 infection alters energy metabolism in the brain: Contributions to HIV-associated neurocognitive disorders. Prog Neurobiol 2019; 181:101616. [PMID: 31108127 PMCID: PMC6742565 DOI: 10.1016/j.pneurobio.2019.101616] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Revised: 04/17/2019] [Accepted: 05/13/2019] [Indexed: 12/17/2022]
Abstract
The brain is particularly sensitive to changes in energy supply. Defects in glucose utilization and mitochondrial dysfunction are hallmarks of nearly all neurodegenerative diseases and are also associated with the cognitive decline that occurs as the brain ages. Chronic neuroinflammation driven by glial activation is commonly implicated as a contributing factor to neurodegeneration and cognitive impairment. Human immunodeficiency virus-1 (HIV-1) disrupts normal brain homeostasis and leads to a spectrum of HIV-associated neurocognitive disorders (HAND). HIV-1 activates stress responses in the brain and triggers a state of chronic neuroinflammation. Growing evidence suggests that inflammatory processes and bioenergetics are interconnected in the propagation of neuronal dysfunction. Clinical studies of people living with HIV and basic research support the notion that HIV-1 creates an environment in the CNS that interrupts normal metabolic processes at the cellular level to collectively alter whole brain metabolism. In this review, we highlight reports of abnormal brain metabolism from clinical studies and animal models of HIV-1. We also describe diverse CNS cell-specific changes in bioenergetics associated with HIV-1. Moreover, we propose that attention should be given to adjunctive therapies that combat sources of metabolic dysfunction as a mean to improve and/or prevent neurocognitive impairments.
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Affiliation(s)
- Bianca Cotto
- Lewis Katz School of Medicine at Temple University, Department of Neuroscience and Center for Neurovirology, Philadelphia, PA, 19140, USA.
| | - Kalimuthusamy Natarajanseenivasan
- Lewis Katz School of Medicine at Temple University, Department of Neuroscience and Center for Neurovirology, Philadelphia, PA, 19140, USA.
| | - Dianne Langford
- Lewis Katz School of Medicine at Temple University, Department of Neuroscience and Center for Neurovirology, Philadelphia, PA, 19140, USA.
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21
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Gavegnano C, Haile WB, Hurwitz S, Tao S, Jiang Y, Schinazi RF, Tyor WR. Baricitinib reverses HIV-associated neurocognitive disorders in a SCID mouse model and reservoir seeding in vitro. J Neuroinflammation 2019; 16:182. [PMID: 31561750 PMCID: PMC6764124 DOI: 10.1186/s12974-019-1565-6] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Accepted: 08/28/2019] [Indexed: 12/12/2022] Open
Abstract
Background Since HIV-associated neurocognitive disorders (HANDs) occur in up to half of HIV-positive individuals, even with combined antiretroviral therapy (cART), adjunctive therapies are needed. Chronic CNS inflammation contributes to HAND and HIV encephalitis (HIVE). Baricitinib is a JAK 1/2 inhibitor approved in the USA, EU, and Japan for rheumatoid arthritis, demonstrating potent inhibition of IL-6, D-dimer, CRP, TNF-α, IFN-α/β, and other pro-inflammatory cytokines. Methods Our modified murine HAND model was used to evaluate the ability of baricitinib to cross the blood-brain barrier (BBB) and modulate monocyte/macrophage-driven HAND. Severity of HAND was measured by assessing cognitive performance of low- and high-dose baricitinib treated versus untreated HAND mice. The severity of brain neuroinflammation was evaluated in these mouse groups after flow cytometric analyses. We also assessed the ability of baricitinib to block events in myeloid and lymphoid cells in vitro that may undergird the persistence of HIV in the central nervous system (CNS) in primary human macrophages (Mϕ) and lymphocytes including HIV replication, HIV-induced activation, reservoir expansion, and reservoir maintenance. Results In vivo, both doses of 10 and 50 mg/kg qd baricitinib crossed the BBB and reversed behavioral abnormalities conferred by HIV infection. Moreover, baricitinib significantly reduced HIV-induced neuroinflammation marked by glial activation: activated microglia (MHCII+/CD45+) and astrogliosis (GFAP). Baricitinib also significantly reduced the percentage of p24+ human macrophages in mouse brains (p < 0.05 versus HAND mice; t test). In vitro, baricitinib significantly reduced markers of persistence, reservoir size, and reseeding in Mϕ. Conclusion These results show that blocking the JAK/STAT pathway reverses cognitive deficits and curtails inflammatory markers in HAND in mice. Our group recently reported safety and tolerability of ruxolitinib in HIV-infected individuals (Marconi et al., Safety, tolerability and immunologic activity of ruxolitinib added to suppressive ART, 2019), underscoring potential safety and utility of JAK inhibitors for additional human trials. The data reported herein coupled with our recent human trial with JAK inhibitors provide compelling preclinical data and impetus for considering a trial of baricitinib in HAND individuals treated with cART to reverse cognitive deficits and key events driving viral persistence. Electronic supplementary material The online version of this article (10.1186/s12974-019-1565-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Christina Gavegnano
- Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University, Atlanta, GA, 30322, USA.,Emory Center for AIDS Research (CFAR), Emory University, Atlanta, GA, 30322, USA
| | - Woldeab B Haile
- Emory Center for AIDS Research (CFAR), Emory University, Atlanta, GA, 30322, USA.,Department of Neurology, School of Medicine, Emory University, Atlanta, GA, 30209, USA.,Atlanta Veterans Affairs Medical Center, Decatur, GA, 30033, USA
| | - Selwyn Hurwitz
- Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University, Atlanta, GA, 30322, USA.,Emory Center for AIDS Research (CFAR), Emory University, Atlanta, GA, 30322, USA
| | - Sijia Tao
- Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University, Atlanta, GA, 30322, USA.,Emory Center for AIDS Research (CFAR), Emory University, Atlanta, GA, 30322, USA
| | - Yong Jiang
- Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University, Atlanta, GA, 30322, USA.,Emory Center for AIDS Research (CFAR), Emory University, Atlanta, GA, 30322, USA
| | - Raymond F Schinazi
- Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University, Atlanta, GA, 30322, USA. .,Emory Center for AIDS Research (CFAR), Emory University, Atlanta, GA, 30322, USA.
| | - William R Tyor
- Emory Center for AIDS Research (CFAR), Emory University, Atlanta, GA, 30322, USA. .,Department of Neurology, School of Medicine, Emory University, Atlanta, GA, 30209, USA. .,Atlanta Veterans Affairs Medical Center, Decatur, GA, 30033, USA.
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22
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Smieszek S, Jia P, Samuels DC, Zhao Z, Barnholtz-Sloan J, Kaur H, Letendre S, Ellis R, Franklin DR, Hulgan T, Kallianpur A, Bush WS. Nuclear-Mitochondrial interactions influence susceptibility to HIV-associated neurocognitive impairment. Mitochondrion 2019; 46:247-255. [PMID: 30026132 PMCID: PMC6336535 DOI: 10.1016/j.mito.2018.07.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2018] [Revised: 06/30/2018] [Accepted: 07/13/2018] [Indexed: 12/26/2022]
Abstract
HIV-associated neurocognitive impairment (NCI) is a term established to capture a wide spectrum of HIV related neurocognitive deficits ranging in severity from asymptomatic to dementia. The genetic underpinnings of this complex phenotype are incompletely understood. Mitochondrial function has long been thought to play a role in neurodegeneration, along with iron metabolism and transport. In this work, we aimed to characterize the interplay of mitochondrial DNA (mtDNA) haplogroup and nuclear genetic associations to NCI phenotypes in the CHARTER cohort, encompassing 1025 individuals of European-descent, African-descent, or admixed Hispanic. We first employed a polygenic modeling approach to investigate the global effect of previous marginally associated nuclear SNPs, and to examine how the polygenic effect of these SNPs is influenced by mtDNA haplogroups. We see evidence of a significant interaction between nuclear SNPs en masse and mtDNA haplogroups within European-descent and African-descent individuals. Subsequently, we performed an analysis of each SNP by mtDNA haplogroup, and detected significant interactions between two nuclear SNPs (rs17160128 and rs12460243) and European haplogroups. These findings, which require validation in larger cohorts, indicate a potential new role for nuclear-mitochondrial DNA interactions in susceptibility to NCI and shed light onto the pathophysiology of this neurocognitive phenotype.
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Affiliation(s)
- S Smieszek
- Department of Population and Quantitative Health Sciences, and Institute for Computational Biology, Case Western Reserve University, Cleveland, OH, United States.
| | - P Jia
- Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - D C Samuels
- Department of Molecular Physiology and Biophysics, Vanderbilt University School of Medicine, Nashville, TN, United States
| | - Z Zhao
- Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - J Barnholtz-Sloan
- Department of Population and Quantitative Health Sciences, and Institute for Computational Biology, Case Western Reserve University, Cleveland, OH, United States
| | - H Kaur
- Department of Genomic Medicine, Lerner Research Institute and Department of Medicine, Cleveland Clinic, Cleveland, OH, United States
| | - S Letendre
- Department of Medicine, University of California San Diego, San Diego, CA, United States
| | - R Ellis
- Department of Medicine, University of California San Diego, San Diego, CA, United States
| | - D R Franklin
- Department of Medicine, University of California San Diego, San Diego, CA, United States
| | - T Hulgan
- School of Medicine, Vanderbilt University, Nashville, TN, United States
| | - A Kallianpur
- Department of Genomic Medicine, Lerner Research Institute and Department of Medicine, Cleveland Clinic, Cleveland, OH, United States; Department of Molecular Medicine, Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH, United States
| | - W S Bush
- Department of Population and Quantitative Health Sciences, and Institute for Computational Biology, Case Western Reserve University, Cleveland, OH, United States; Department of Genomic Medicine, Lerner Research Institute and Department of Medicine, Cleveland Clinic, Cleveland, OH, United States
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23
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Chan LG, Ho MJ, Lin YC, Ong Y, Wong CS. Development of a neurocognitive test battery for HIV-associated neurocognitive disorder (HAND) screening: suggested solutions for resource-limited clinical settings. AIDS Res Ther 2019; 16:9. [PMID: 30987670 PMCID: PMC6463654 DOI: 10.1186/s12981-019-0224-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Accepted: 04/05/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Practical screening strategies are necessary to detect neurocognitive impairment of all severities in HIV populations, which remains prevalent despite highly active antiretroviral therapy and requires full neuropsychological testing for diagnosis. We aimed to develop a brief and clinically feasible battery to screen for HIV-associated neurocognitive disorders (HAND) in resource-limited settings even where English is not the native language. METHODS A total of 53 outpatients were recruited from a multi-ethnic Southeast Asian HIV-positive cohort. Performance on a neuropsychological protocol was used to define cognitive impairment, of which 28 patients (52.8%) were identified with HAND. Receiver operating characteristic analysis was used to determine the best combinations of cognitive tests for the screening battery. RESULTS 3 different combinations of cognitive tests that required minimal literacy, time to administer, and administrator training were found to classify HAND with fair accuracy. Montreal Cognitive Assessment (MoCA), in combination with tests of psychomotor coordination, verbal learning and speed processing, yielded area under curve scores of above 0.75, the primary outcome of receiver operating characteristic analysis. CONCLUSION The 3-test combinations presented in this study appear to be promising screening options for HAND in HIV-infected patients. The addition of 2 tests to MoCA improves the overall accuracy while retaining its convenience, giving more potential for the inclusion of cognitive screening in routine clinical care. Further validation of the batteries in specific settings is warranted to determine specific screening cut-offs to a global cognitive score.
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Affiliation(s)
- Lai Gwen Chan
- Department of Psychological Medicine, Tan Tock Seng Hospital, Annex 1 Building Level 3, 11 Jalan Tan Tock Seng, Singapore, 308433 Singapore
| | - Mei Jing Ho
- Department of Psychological Medicine, Tan Tock Seng Hospital, Annex 1 Building Level 3, 11 Jalan Tan Tock Seng, Singapore, 308433 Singapore
| | - Yijun Carol Lin
- Department of Psychological Medicine, Tan Tock Seng Hospital, Annex 1 Building Level 3, 11 Jalan Tan Tock Seng, Singapore, 308433 Singapore
| | - Yining Ong
- Department of Psychological Medicine, Tan Tock Seng Hospital, Annex 1 Building Level 3, 11 Jalan Tan Tock Seng, Singapore, 308433 Singapore
| | - Chen Seong Wong
- National Centre for Infectious Diseases, Tan Tock Seng Hospital, 16 Jalan Tan Tock Seng, Singapore, 308442 Singapore
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24
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Gomez D, Power C, Fujiwara E. Neurocognitive Impairment and Associated Genetic Aspects in HIV Infection. Curr Top Behav Neurosci 2018; 50:41-76. [PMID: 30523615 DOI: 10.1007/7854_2018_69] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
HIV enters the central nervous system (CNS) early after infection. HIV-associated neurocognitive disorders (HAND) remain a serious complication of HIV infection despite available antiretroviral therapy (ART). Neurocognitive deficits observed in HAND are heterogeneous, suggesting a variability in individuals' susceptibility or resiliency to the detrimental CNS effects of HIV infection. This chapter reviews primary host genomic changes (immune-related genes, genes implicated in cognitive changes in primary neurodegenerative diseases), epigenetic mechanisms, and genetic interactions with ART implicated in HIV progression or HAND/neurocognitive complications of HIV. Limitations of the current findings include diversity of the HAND phenotype and limited replication of findings across cohorts. Strategies to improve the precision of future (epi)genetic studies of neurocognitive consequences of HIV infection are offered.
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Affiliation(s)
- Daniela Gomez
- Department of Psychiatry, University of Alberta, Edmonton, AB, Canada
| | - Christopher Power
- Departments of Psychiatry and Medicine, University of Alberta, Edmonton, AB, Canada
| | - Esther Fujiwara
- Department of Psychiatry, University of Alberta, Edmonton, AB, Canada.
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25
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Narvid J, McCoy D, Dupont SM, Callen A, Tosun D, Hellmuth J, Valcour V. Abnormal Cerebral Perfusion Profile in Older Adults with HIV-Associated Neurocognitive Disorder: Discriminative Power of Arterial Spin-Labeling. AJNR Am J Neuroradiol 2018; 39:2211-2217. [PMID: 30467218 DOI: 10.3174/ajnr.a5902] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2018] [Accepted: 09/24/2018] [Indexed: 01/06/2023]
Abstract
BACKGROUND AND PURPOSE The aging HIV-infected (HIV+) population has increased vascular comorbidities, including stroke, and increased cognitive deficits compared with the general population. Arterial spin-labeling is a technique to measure cerebral blood flow and is more sensitive than regional volume loss in assessing neurodegenerative diseases and cognitive aging. Previous studies have found global cerebral perfusion abnormalities in the HIV+ participants. In this study, we evaluated the specific regional pattern of CBF abnormalities in older HIV+ participants using quantitative whole-brain arterial spin-labeling. MATERIALS AND METHODS CBF data from the UCSF HIV Over 60 Cohort and the Alzheimer Disease Neuroimaging Initiative were retrospectively evaluated to identify 19 HIV+ older adults, all with plasma viral suppression (including 5 with HIV-associated neurocognitive disorder); 13 healthy, age-matched controls; and 19 participants with early mild cognitive impairment. CBF values were averaged by ROI and compared among the 3 groups using generalized linear models. RESULTS When we accounted for age, education, sex, and vascular risk factors, the HIV+ participants demonstrated alterations in regional cerebral perfusion, including hypoperfusion of bilateral temporal, parietal, and occipital brain regions compared with both clinically healthy participants and those with mild cognitive impairment. Arterial spin-labeling showed reasonable test characteristics in distinguishing those with HIV-associated neurocognitive disorder from healthy controls and participants with mild cognitive impairment. CONCLUSIONS This study found specific CBF patterns associated with HIV status despite viral suppression-data that should animate further investigations into the pathobiologic basis of vascular and cognitive abnormalities in HIV-associated neurocognitive disorders.
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Affiliation(s)
- J Narvid
- From the Departments of Radiology and Biomedical Imaging (J.N., D.M., S.M.D., A.C., D.T.)
| | - D McCoy
- From the Departments of Radiology and Biomedical Imaging (J.N., D.M., S.M.D., A.C., D.T.)
| | - S M Dupont
- From the Departments of Radiology and Biomedical Imaging (J.N., D.M., S.M.D., A.C., D.T.)
| | - A Callen
- From the Departments of Radiology and Biomedical Imaging (J.N., D.M., S.M.D., A.C., D.T.)
| | - D Tosun
- From the Departments of Radiology and Biomedical Imaging (J.N., D.M., S.M.D., A.C., D.T.)
| | - J Hellmuth
- Neurology (J.H., V.V.), University of California at San Francisco, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California
| | - V Valcour
- Neurology (J.H., V.V.), University of California at San Francisco, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California
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26
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Risk Factors and Pathogenesis of HIV-Associated Neurocognitive Disorder: The Role of Host Genetics. Int J Mol Sci 2018; 19:ijms19113594. [PMID: 30441796 PMCID: PMC6274730 DOI: 10.3390/ijms19113594] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Revised: 11/12/2018] [Accepted: 11/12/2018] [Indexed: 02/06/2023] Open
Abstract
Neurocognitive impairments associated with human immunodeficiency virus (HIV) infection remain a considerable health issue for almost half the people living with HIV, despite progress in HIV treatment through combination antiretroviral therapy (cART). The pathogenesis and risk factors of HIV-associated neurocognitive disorder (HAND) are still incompletely understood. This is partly due to the complexity of HAND diagnostics, as phenotypes present with high variability and change over time. Our current understanding is that HIV enters the central nervous system (CNS) during infection, persisting and replicating in resident immune and supporting cells, with the subsequent host immune response and inflammation likely adding to the development of HAND. Differences in host (human) genetics determine, in part, the effectiveness of the immune response and other factors that increase the vulnerability to HAND. This review describes findings from studies investigating the role of human host genetics in the pathogenesis of HAND, including potential risk factors for developing HAND. The similarities and differences between HAND and Alzheimer's disease are also discussed. While some specific variations in host genes regulating immune responses and neurotransmission have been associated with protection or risk of HAND development, the effects are generally small and findings poorly replicated. Nevertheless, a few specific gene variants appear to affect the risk for developing HAND and aid our understanding of HAND pathogenesis.
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27
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Cerebrospinal Fluid Ceruloplasmin, Haptoglobin, and Vascular Endothelial Growth Factor Are Associated with Neurocognitive Impairment in Adults with HIV Infection. Mol Neurobiol 2018; 56:3808-3818. [PMID: 30209774 DOI: 10.1007/s12035-018-1329-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Accepted: 08/22/2018] [Indexed: 12/26/2022]
Abstract
Dysregulated iron transport and a compromised blood-brain barrier are implicated in HIV-associated neurocognitive disorders (HAND). We quantified the levels of proteins involved in iron transport and/or angiogenesis-ceruloplasmin, haptoglobin, and vascular endothelial growth factor (VEGF)-as well as biomarkers of neuroinflammation, in cerebrospinal fluid (CSF) from 405 individuals with HIV infection and comprehensive neuropsychiatric assessments. Associations with HAND [defined by a Global Deficit Score (GDS) ≥ 0.5, GDS as a continuous measure (cGDS), or by Frascati criteria] were evaluated for the highest versus lowest tertile of each biomarker, adjusting for potential confounders. Higher CSF VEGF was associated with GDS-defined impairment [odds ratio (OR) 2.17, p = 0.006] and cGDS in unadjusted analyses and remained associated with GDS impairment after adjustment (p = 0.018). GDS impairment was also associated with higher CSF ceruloplasmin (p = 0.047) and with higher ceruloplasmin and haptoglobin in persons with minimal comorbidities (ORs 2.37 and 2.13, respectively; both p = 0.043). In persons with minimal comorbidities, higher ceruloplasmin and haptoglobin were associated with HAND by Frascati criteria (both p < 0.05), and higher ceruloplasmin predicted worse impairment (higher cGDS values, p < 0.01). In the subgroup with undetectable viral load and minimal comorbidity, CSF ceruloplasmin and haptoglobin were strongly associated with GDS impairment (ORs 5.57 and 2.96, respectively; both p < 0.01) and HAND (both p < 0.01). Concurrently measured CSF IL-6 and TNF-α were only weakly correlated to these three biomarkers. Higher CSF ceruloplasmin, haptoglobin, and VEGF are associated with a significantly greater likelihood of HAND, suggesting that interventions aimed at disordered iron transport and angiogenesis may be beneficial in this disorder.
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28
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Cusato J, Allegra S, Nicolò AD, Calcagno A, D'Avolio A. Precision medicine for HIV: where are we? Pharmacogenomics 2018; 19:145-165. [DOI: 10.2217/pgs-2017-0123] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
To date, antiretroviral therapy is highly effective in HIV-affected patients, but the individualization of such a life-long therapy may be advised. This review briefly summarizes the main factors involved in the potential personalization of antiretroviral treatment. Relevant articles in English were identified by PubMed and recent congresses’ abstracts. Foremost influences concerning pharmacodynamics, therapeutic drug monitoring, pharmacogenetics, comorbidities, immune recovery and viral characteristics affecting the healthcare of HIV-positive patients are listed here. Furthermore, pharmacoeconomic aspects are mentioned. Applying pharmacokinetic and pharmacogenetic knowledge may be informative and guide the better choice of treatment in order to achieve long-term efficacy and avoid adverse events. Randomized investigations of the clinical relevance of tailored antiretroviral regimens are needed in order to obtain a better management of HIV/AIDS-affected patients.
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Affiliation(s)
- Jessica Cusato
- Department of Medical Sciences; University of Turin – ASL ‘Città di Torino’ Laboratory of Clinical Pharmacology and Pharmacogenetics; Amedeo di Savoia Hospital, Turin, Italy
| | - Sarah Allegra
- Department of Medical Sciences; University of Turin – ASL ‘Città di Torino’ Laboratory of Clinical Pharmacology and Pharmacogenetics; Amedeo di Savoia Hospital, Turin, Italy
| | - Amedeo De Nicolò
- Department of Medical Sciences; University of Turin – ASL ‘Città di Torino’ Laboratory of Clinical Pharmacology and Pharmacogenetics; Amedeo di Savoia Hospital, Turin, Italy
| | - Andrea Calcagno
- Department of Medical Sciences; University of Turin – ASL ‘Città di Torino’ Laboratory of Clinical Pharmacology and Pharmacogenetics; Amedeo di Savoia Hospital, Turin, Italy
| | - Antonio D'Avolio
- Department of Medical Sciences; University of Turin – ASL ‘Città di Torino’ Laboratory of Clinical Pharmacology and Pharmacogenetics; Amedeo di Savoia Hospital, Turin, Italy
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