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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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Levine AJ, Thadani C, Soontornniyomkij V, Lopez-Aranda MF, Mesa YG, Kitchen S, Rezek V, Silva A, Kolson DL. Behavioral and histological assessment of a novel treatment of neuroHIV in humanized mice. RESEARCH SQUARE 2023:rs.3.rs-3678629. [PMID: 38168407 PMCID: PMC10760308 DOI: 10.21203/rs.3.rs-3678629/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
Neurocognitive deficits are prevalent among people living with HIV, likely due to chronic inflammation and oxidative stress in the brain. To date, no pharmaceutical treatments beyond antiretroviral therapy (ARV) has been shown to reduce risk for, or severity of, HIV-associated neurocognitive disorder. Here we investigate a novel compound, CDDO-Me, with documented neuroprotective effects via activation of the nrf2 and inhibition of the NFkB pathways. Methods We conducted three studies to assess the efficacy of CDDO-Me alone or in combination with antiretroviral therapy in humanized mice infected with HIV; behavioral, histopathological, and immunohistochemical. Results CDDO-Me in combination with ARV rescued social interaction deficits; however, only ARV was associated with preserved functioning in other behaviors, and CDDO-Me may have attenuated those benefits. A modest neuroprotective effect was found for CDDO-Me when administered with ARV, via preservation of PSD-95 expression; however, ARV alone had a more consistent protective effect. No significant changes in antioxidant enzyme expression levels were observed in CDDO-Me-treated animals. Only ARV use seemed to affect some antioxidant levels, indicating that it is ARV rather than CDDO-Me that is the major factor providing neuroprotection in this animal model. Finally, immunohistochemical analysis found that several cellular markers in various brain regions varied due to ARV rather than CDDO-Me. Conclusion Limited benefit of CDDO-Me on behavior and neuroprotection were observed. Instead, ARV was shown to be the more beneficial treatment. These experiments support the future use of this chimeric mouse for behavioral experiments in neuroHIV research.
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Affiliation(s)
| | | | | | | | | | - Scott Kitchen
- UCLA Humanized Mouse Core Laboratory, University of California
| | - Valerie Rezek
- UCLA Humanized Mouse Core Laboratory, University of California
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Wang Z, Wang Z, Lyu L, Cheng Y, Seaberg EC, Molsberry SA, Ragin A, Becker JT. Dynamic impairment classification through arrayed comparisons. Stat Med 2023; 42:52-67. [PMID: 36318895 PMCID: PMC9798442 DOI: 10.1002/sim.9601] [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: 10/21/2021] [Revised: 08/17/2022] [Accepted: 10/19/2022] [Indexed: 12/24/2022]
Abstract
The multivariate normative comparison (MNC) method has been used for identifying cognitive impairment. When participants' cognitive brain domains are evaluated regularly, the longitudinal MNC (LMNC) has been introduced to correct for the intercorrelation among repeated assessments of multiple cognitive domains in the same participant. However, it may not be practical to wait until the end of study for diagnosis. For example, in participants of the Multicenter AIDS Cohort Study (MACS), cognitive functioning has been evaluated repeatedly for more than 35 years. Therefore, it is optimal to identify cognitive impairment at each assessment, while the family-wise error rate (FWER) is controlled with unknown number of assessments in future. In this work, we propose to use the difference of consecutive LMNC test statistics to construct independent tests. Frequency modeling can help predict how many assessments each participant will have, so Bonferroni-type correction can be easily adapted. A chi-squared test is used under the assumption of multivariate normality, and permutation test is proposed where this assumption is violated. We showed through simulation and the MACS data that our method controlled FWER below a predetermined level.
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Affiliation(s)
- Zheng Wang
- Department of Statistics, University of Pittsburgh, PA, USA
| | - Zi Wang
- Department of Statistics, University of Pittsburgh, PA, USA
| | - Lingyun Lyu
- Department of Biostatistics, University of Pittsburgh, PA, USA
| | - Yu Cheng
- Department of Statistics, University of Pittsburgh, PA, USA
- Department of Biostatistics, University of Pittsburgh, PA, USA
| | - Eric C. Seaberg
- Department of Epidemiology, Johns Hopkins University, MD, USA
| | | | - Ann Ragin
- Department of Radiology, Northwestern University, IL, USA
| | - James T. Becker
- Departments of Psychiatry, Neurology, and Psychology, University of Pittsburgh, PA, USA
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Zisook S, Doran N, Mortali M, Hoffman L, Downs N, Davidson J, Fergerson B, Rubanovich CK, Shapiro D, Tai-Seale M, Iglewicz A, Nestsiarovich A, Moutier CY. Relationship between burnout and Major Depressive Disorder in health professionals: A HEAR report. J Affect Disord 2022; 312:259-267. [PMID: 35760197 DOI: 10.1016/j.jad.2022.06.047] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 05/19/2022] [Accepted: 06/20/2022] [Indexed: 10/17/2022]
Abstract
BACKGROUND Burnout is a "normal" albeit concerning response to workplace stress, whereas Major Depressive Disorder (MDD) is a serious illness associated with impairment and suicide risk. Because of symptomatic overlap between the two conditions and MDD-associated stigma, individuals reporting work-related stress and depression often are "diagnosed" with burnout at the expense of recognizing and treating MDD. Our study aimed to leverage organizational implementation of the American Foundation of Suicide Prevention's Interactive Screening Program to elucidate relationships among burnout, depression, and other suicide risk factors. METHODS 2281 of about 30,000 (~7.6 %) medical trainees, staff, and faculty responded to an anonymous online stress and depression questionnaire. Respondents were grouped into four cohorts: screened positive for burnout alone (n = 439, 19 %), depression alone (n = 268, 12 %), both conditions (n = 759, 33 %), or neither condition (n = 817, 36 %), and compared on multiple measures of distress and other suicide risk factors. RESULTS Burnout alone and depression alone each predicted greater distress and suicide risk compared with neither condition. Depression was a stronger predictor than burnout and demonstrated a consistent association with other suicide risk factors regardless of whether burnout was present. In contrast, burnout was not consistently associated with other suicide risk factors when depression was present. LIMITATIONS The sample was limited to one state-supported academic medical center; to individuals who elected to take the online survey; and relied on a single item, non-validated measure of burnout. CONCLUSION When emotional distress is reported by healthcare workers, attention should not stop at "burnout," as burnout frequently comingles with clinical depression, a serious and treatable mental health condition.
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Affiliation(s)
- Sidney Zisook
- University of California San Diego, Department of Psychiatry, La Jolla, CA, United States of America.
| | - Neal Doran
- University of California San Diego, Department of Psychiatry, La Jolla, CA, United States of America
| | - Maggie Mortali
- American Foundation for Suicide Prevention, New York, NY, United States of America
| | - Laura Hoffman
- American Foundation for Suicide Prevention, New York, NY, United States of America
| | - Nancy Downs
- University of California San Diego, Department of Psychiatry, La Jolla, CA, United States of America
| | - Judy Davidson
- University of California San Diego Health and Research Scientist, Department of Psychiatry, University of California San Diego, United States of America
| | - Byron Fergerson
- UC San Diego Department of Anesthesiology and Veterans Affairs, San Diego Healthcare System, La Jolla, CA, United States of America
| | - Caryn Kseniya Rubanovich
- San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, United States of America
| | - Desiree Shapiro
- University of California San Diego, Department of Psychiatry, La Jolla, CA, United States of America
| | - Ming Tai-Seale
- University of California San Diego, Department of Psychiatry, La Jolla, CA, United States of America
| | - Alana Iglewicz
- University of California San Diego, Department of Psychiatry, La Jolla, CA, United States of America; Veterans Affairs, San Diego Healthcare System, La Jolla, CA, United States of America
| | - Anastasiya Nestsiarovich
- University of California San Diego, Department of Psychiatry, La Jolla, CA, United States of America
| | - Christine Yu Moutier
- American Foundation for Suicide Prevention, New York, NY, United States of America
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Qu Y, Weinstein A, Wang Z, Cheng Y, Kingsley L, Levine A, Martin E, Munro C, Ragin AB, Rubin LH, Sacktor NW, Seaberg EC, Becker JT. Legacy effect on neuropsychological function in HIV-infected men on combination antiretroviral therapy. AIDS 2022; 36:19-27. [PMID: 34524146 PMCID: PMC8665003 DOI: 10.1097/qad.0000000000003071] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
OBJECTIVE To determine whether combination antiretroviral therapy (cART) initiation alters the trajectory of cognitive performance in HIV+ men, and whether cognition prior to cART predicts postcART function. DESIGN Longitudinal cohort study. Multicenter AIDS Cohort Study. METHODS From an initial set of 3701 men with complete neuropsychological data, men with HIV infection were initially matched with men without infection on cognitive status, race, age, and timeline (T0 defined as cART initiation). Propensity score matching was then used to match pairs on depressive symptoms at T0, education, T0 cognitive scores, and recruitment cohort. There were 506 matched pairs of infected and uninfected men in the final analysis. Mixed effect models were constructed to analyze the trajectories of cognitive functions and to test the effect of cART and HIV on cognitive functions over time. RESULTS Performance in each cognitive domain did not change following the initiation of cART among HIV-infected men with prior impairment and was comparable to the performance of their matched uninfected men. However, among the infected men who were unimpaired prior to cART, motor function declined significantly faster than it did for uninfected controls. CONCLUSIONS Cognitive dysfunction is persistent in HIV-infected men and cART does not alter the trajectory of cognitive decline in men who were impaired prior to effective therapy. This suggests that current cognitive impairment in HIV+ men results from a legacy effect, and from factors other than the HIV itself. Furthermore, motor skills may be uniquely vulnerable to the virus, cART, or age-related co-morbidities.
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Affiliation(s)
- Yang Qu
- Department of Statistics, University of Pittsburgh
| | | | - Zheng Wang
- Department of Biostatistics, University of Pittsburgh
| | - Yu Cheng
- Department of Statistics, University of Pittsburgh
- Department of Biostatistics, University of Pittsburgh
| | - Lawrence Kingsley
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh
- Department of Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh
| | - Andrew Levine
- Department of Neurology, David Geffen School of Medicine, UCLA
| | - Eileen Martin
- Department of Psychiatry, Rush University School of Medicine
| | - Cynthia Munro
- Department of Psychiatry, The Johns Hopkins University School of Medicine
| | - Ann B. Ragin
- Department of Radiology, Northwestern University
| | - Leah H. Rubin
- Department of Psychiatry, The Johns Hopkins University School of Medicine
- Department of Neurology, The Johns Hopkins University School of Medicine
- Department of Epidemiology, Bloomberg School of Public Health, The Johns Hopkins University
| | - Ned W. Sacktor
- Department of Neurology, The Johns Hopkins University School of Medicine
| | - Eric C. Seaberg
- Department of Epidemiology, Bloomberg School of Public Health, The Johns Hopkins University
| | - James T. Becker
- Department of Psychiatry, University of Pittsburgh
- Department of Neurology, University of Pittsburgh
- Department of Psychology University of Pittsburgh
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