1
|
Diaz MM, Kamalyan L, Al-rousan T, Breton J, Franklin DR, Umlauf A, Ellis RJ, Cherner M, Iudicello J, Heaton RK, Letendre SL, Marquine MJ. Cerebrospinal fluid biomarkers of inflammation and immune activation associated with neurocognitive impairment among US Latinos with HIV. AIDS 2025; 39:838-847. [PMID: 39912739 PMCID: PMC12064356 DOI: 10.1097/qad.0000000000004143] [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: 07/10/2024] [Accepted: 01/27/2025] [Indexed: 02/07/2025]
Abstract
OBJECTIVE Examine the association between markers of inflammation in the cerebrospinal fluid (CSF) and neurocognitive impairment (NCI) among diverse persons with HIV (PWH). BACKGROUND Latino PWH are at higher risk for NCI than non-Latino White PWH (NLW). Evidence of inflammation in CSF can be higher among racial and ethnic minority PWH and has been linked to NCI. METHODS We performed a retrospective cross-sectional analysis of 363 PWH who identified as Latinos or NLW. Neurocognitive performance was measured by a comprehensive battery. A focused panel of biomarkers [interleukin-6 (IL-6), soluble CD14 (sCD14), interferon-γ-inducible protein-10 (IP-10), neurofilament light chain (NFL)] was measured in CSF by immunoassay. Covariates included demographic, HIV disease, medical, psychiatric, and substance use characteristics. RESULTS The cohort consisted of 126 Latinos and 237 NLW (age: M = 42.5, SD = 11.0, 88% male, 51.5% AIDS history; 64% on antiretroviral therapy). Latinos had significantly higher NFL levels than NLW ( P < 0.0001, adjusted Cohen's d 1.15), but not among virally-suppressed PWH. In the entire cohort, higher sCD14 was associated with NCI (adjusted odds ratio (aOR) = 2.6, confidence interval (CI) = 1.1-6.5] after adjusting for statistically significant covariates. CONCLUSIONS We did not identify a relationship between ethnicity, inflammation and NCI in this cohort. Future studies might examine sociocultural factors leading to increased inflammation in the CSF in diverse PWH.
Collapse
Affiliation(s)
- Monica M. Diaz
- Department of Neurology, University of North Carolina at Chapel Hill School of Medicine
- Department of Neurosciences, University of California, San Diego
| | - Lily Kamalyan
- Department of Psychiatry, HIV Neurobehavioral Research Program, University of California, San Diego
- San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology
| | - Tala Al-rousan
- Herbert Wertheim School of Public Health and Human Longevity, University of California, San Diego
| | - Jordana Breton
- Department of Psychiatry, HIV Neurobehavioral Research Program, University of California, San Diego
- Department of Psychology, The University of Texas at Austin
| | - Donald R. Franklin
- Department of Psychiatry, HIV Neurobehavioral Research Program, University of California, San Diego
| | - Anya Umlauf
- Department of Psychiatry, HIV Neurobehavioral Research Program, University of California, San Diego
| | - Ronald J. Ellis
- Department of Neurosciences, University of California, San Diego
- Department of Psychiatry, HIV Neurobehavioral Research Program, University of California, San Diego
| | - Mariana Cherner
- Department of Psychiatry, HIV Neurobehavioral Research Program, University of California, San Diego
| | - Jennifer Iudicello
- Department of Psychiatry, HIV Neurobehavioral Research Program, University of California, San Diego
| | - Robert K. Heaton
- Department of Psychiatry, HIV Neurobehavioral Research Program, University of California, San Diego
| | - Scott L. Letendre
- Departments of Medicine and Psychiatry, University of California, San Diego
| | - María J. Marquine
- Department of Psychiatry, HIV Neurobehavioral Research Program, University of California, San Diego
- Departments of Medicine and Psychiatry, Duke University School of Medicine
| |
Collapse
|
2
|
Amdemicael B, Yang K, Chronister BN, Mackey C, Tu X, Gahagan S, Martinez D, Checkoway H, Jacobs DR, Suarez-Torres J, Hong S, Suarez-Lopez JR. Inflammation biomarkers and neurobehavioral performance in rural adolescents. Brain Behav Immun Health 2025; 43:100912. [PMID: 39686922 PMCID: PMC11648784 DOI: 10.1016/j.bbih.2024.100912] [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: 05/07/2024] [Revised: 11/21/2024] [Accepted: 11/23/2024] [Indexed: 12/18/2024] Open
Abstract
Background Systemic inflammation has been associated with lower neurobehavioral performance in diverse populations, yet the evidence in adolescents remains lacking. Cytokines can alter neural network activity to induce neurocognitive changes. This work seeks to investigate the association between inflammation and neurobehavior in adolescents living in a rural region of Ecuador. Methods We examined 535 adolescents in rural communities of Ecuador (ESPINA study), 508 of which had neurobehavioral assessments (NEPSY-II) and circulating plasma levels of inflammatory markers (CRP, IL-6, TNF-⍺, sICAM-1, sVCAM-1, SAA, and sCD14). Associations between inflammatory biomarker concentrations and neurobehavioral scores were examined using adjusted bivariate semi-parametric models with generalized estimating equations. A partial least squares regression approach was used to create composite variables from multiple inflammation biomarkers and model their association with cognitive outcomes. Results Higher sCD14 and TNF-α concentrations were significantly associated with lower social perception scores, by -0.465 units (95% CI: -0.80, -0.13) and -0.418 units (-0.72, -0.12) for every 50% increase in inflammatory marker concentration, respectively. Similarly, every 50% increase in the inflammation summary score was associated with a significantly lower Social Perception score by -0.112 units (-0.19, -0.03). A greater inflammatory composite variable from seven markers was associated with lower scores in language (β = -0.11, p = 0.043), visuospatial processing (β = -0.15, p = 0.086), and social perception (β = -0.22, p = 0.005) domains. Conclusions Higher levels of inflammation were associated with lower neurobehavioral performance in adolescents, especially with social perception. In addition, using a robust analytic method to examine an association between a composite inflammatory variable integrating seven markers led to additional findings, including the domains of language and visuospatial processing. A longitudinal follow-up of such investigations could unveil potential changes in inflammation-neurobehavior performance links through developmental stages and intervention opportunities.
Collapse
Affiliation(s)
- Beemnet Amdemicael
- School of Medicine, University of California, San Diego, 9500 Gilman Drive #0832, La Jolla, CA, 92093-0832, USA
| | - Kun Yang
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, 9500 Gilman Drive #0725, La Jolla, CA, 92024-0725, USA
| | - Briana N.C. Chronister
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, 9500 Gilman Drive #0725, La Jolla, CA, 92024-0725, USA
| | - Caroline Mackey
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, 9500 Gilman Drive #0725, La Jolla, CA, 92024-0725, USA
| | - Xin Tu
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, 9500 Gilman Drive #0725, La Jolla, CA, 92024-0725, USA
| | - Sheila Gahagan
- Division of Academic General Pediatrics, Child Development and Community Health, Department of Pediatrics, School of Medicine, University of California, San Diego, 9500 Gilman Drive #0832, La Jolla, CA, 92093-0832, USA
| | - Danilo Martinez
- Fundación Cimas Del Ecuador, Quito, Ecuador, De Los Olivos E15-18 y Las Minas, Quito, Ecuador
| | - Harvey Checkoway
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, 9500 Gilman Drive #0725, La Jolla, CA, 92024-0725, USA
- Department of Neurosciences, School of Medicine, University of California, San Diego, 9500 Gilman Drive, #0949, La Jolla, CA, 92093-0949, USA
| | - David R. Jacobs
- Division of Epidemiology, School of Public Health, University of Minnesota, 1300 S 2nd St NE, Suite 300, Minneapolis, MN, 55454, USA
| | - Jose Suarez-Torres
- Fundación Cimas Del Ecuador, Quito, Ecuador, De Los Olivos E15-18 y Las Minas, Quito, Ecuador
| | - Suzi Hong
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, 9500 Gilman Drive #0725, La Jolla, CA, 92024-0725, USA
- Department of Psychiatry, School of Medicine, University of California San Diego, 9500 Gilman Drive #0832, La Jolla, CA, 92093-0832, USA
| | - Jose R. Suarez-Lopez
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, 9500 Gilman Drive #0725, La Jolla, CA, 92024-0725, USA
| |
Collapse
|
3
|
Shah N, Crowell TA, Hern J, Anyebe V, Bahemana E, Kibuuka H, Singoei V, Maswai J, Parikh A, Duff ER, Cavanaugh JS, Romo ML, Ake JA, Reid MJA, Nkengasong AMBJN, the AFRICOS Study Group. The Transformative Impact of the African Cohort Study (AFRICOS) Toward Reaching HIV 95-95-95 Goals in Sub-Saharan Africa. Am J Trop Med Hyg 2025; 112:45-55. [PMID: 39471521 PMCID: PMC11720777 DOI: 10.4269/ajtmh.24-0249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Accepted: 07/11/2024] [Indexed: 11/01/2024] Open
Abstract
Over the last 20 years, the U.S. President's Emergency Plan for AIDS Relief (PEPFAR) has rapidly expanded and made remarkable progress toward the UNAIDS 95-95-95 targets to end the HIV epidemic. Nevertheless, HIV continues to pose a significant health challenge globally, with a particular impact on the African continent. Funded by PEPFAR, the African Cohort Study (AFRICOS) has served as a monitoring and evaluation tool for PEPFAR to help guide HIV policy and PEPFAR programming for the last 10 years since its inception and offers a compelling example of how PEPFAR's investment in science continues to reap dividends. This paper details and critically reviews the transformative research AFRICOS has had on helping to end the HIV epidemic as a public health threat by 2030.
Collapse
Affiliation(s)
- Neha Shah
- U.S. Military HIV Research Program, Center of Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland
| | - Trevor A. Crowell
- U.S. Military HIV Research Program, Center of Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland
| | - Jaclyn Hern
- U.S. Military HIV Research Program, Center of Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland
| | - Victor Anyebe
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research Africa, Abuja, Nigeria
- Henry Jackson Foundation Medical Research International, Abuja, Nigeria
| | - Emmanuel Bahemana
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research Africa, Mbeya, Tanzania
- HJF Medical Research International, Mbeya, Tanzania
| | - Hannah Kibuuka
- Makerere University Walter Reed Project, Kampala, Uganda
| | - Valentine Singoei
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Walter Reed Army Institute of Research Africa, Kisumu, Kenya
- HJF Medical Research International, Kisumu, Kenya
| | - Jonah Maswai
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Walter Reed Army Institute of Research Africa, Kericho, Kenya
- HJF Medical Research International, Kericho, Kenya
| | - Ajay Parikh
- U.S. Military HIV Research Program, Center of Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland
| | - Emma R. Duff
- U.S. Military HIV Research Program, Center of Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland
| | - Joseph Sean Cavanaugh
- U.S. Military HIV Research Program, Center of Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland
| | - Matthew L. Romo
- U.S. Military HIV Research Program, Center of Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland
| | - Julie A. Ake
- U.S. Military HIV Research Program, Center of Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland
| | - Michael J. A. Reid
- Bureau of Global Health Security and Diplomacy, President’s Emergency Plan for AIDS Relief, Washington, District of Columbia
- Institute of Global Health Sciences, University of California at San Francisco, San Francisco, California
| | - AMB John N. Nkengasong
- Bureau of Global Health Security and Diplomacy, President’s Emergency Plan for AIDS Relief, Washington, District of Columbia
| | - the AFRICOS Study Group
- U.S. Military HIV Research Program, Center of Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research Africa, Abuja, Nigeria
- Henry Jackson Foundation Medical Research International, Abuja, Nigeria
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research Africa, Mbeya, Tanzania
- HJF Medical Research International, Mbeya, Tanzania
- Makerere University Walter Reed Project, Kampala, Uganda
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Walter Reed Army Institute of Research Africa, Kisumu, Kenya
- HJF Medical Research International, Kisumu, Kenya
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Walter Reed Army Institute of Research Africa, Kericho, Kenya
- HJF Medical Research International, Kericho, Kenya
- Bureau of Global Health Security and Diplomacy, President’s Emergency Plan for AIDS Relief, Washington, District of Columbia
- Institute of Global Health Sciences, University of California at San Francisco, San Francisco, California
| |
Collapse
|
4
|
Singh MV, Uddin MN, Covacevich Vidalle M, Sutton KR, Boodoo ZD, Peterson AN, Tyrell A, Tivarus ME, Wang HZ, Sahin B, Zhong J, Weber MT, Wang L, Qiu X, Maggirwar SB, Schifitto G. Non-classical monocyte levels correlate negatively with HIV-associated cerebral small vessel disease and cognitive performance. Front Cell Infect Microbiol 2024; 14:1405431. [PMID: 39507948 PMCID: PMC11537857 DOI: 10.3389/fcimb.2024.1405431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 09/30/2024] [Indexed: 11/08/2024] Open
Abstract
Background Despite antiretroviral treatment (cART), aging people living with HIV (PWH) are more susceptible to neurocognitive impairment (NCI) probably due to synergistic/additive contribution of traditional cerebrovascular risk factors. Specifically, transmigration of inflammatory CD16+ monocytes through the altered blood brain barrier (BBB) may exacerbate cerebral small vessel disease (CSVD), a known cause of vascular cognitive impairment. Methods PWH on cART (n=108) and age, sex, and Reynold's cardiovascular risk score-matched uninfected individuals (PWoH, n=111) were enrolled. This is a longitudinal observational study but only cross-sectional data from entry visit are reported. Neuropsychological testing and brain magnetic resonance imaging (MRI) were performed. CSVD was diagnosed by Fazekas score ≥1. Flow cytometric analyses of fresh whole blood were conducted to evaluate circulating levels of monocyte subsets (classical, intermediate, and non-classical) and markers of monocyte activation (CCR2, CD40, PSGL-1, TNFR2 and tissue factor). ELISAs were used to measure sCD14, ICAM, and Osteoprotegerin. Two-way analysis of variance (ANOVA), and linear regression models were performed to study the effects of HIV status, CSVD status, and their interaction to outcome variables such as cognitive score. Two-sample t-tests and correlation analyses were performed between and within PWoH with CSVD and PWH with CSVD participants. Results PWH with CSVD (n=81) had significantly lower total cognitive scores, higher levels of NCMs and soluble CD14 and intracellular adhesion molecule 1 (ICAM-1) as compared to PWoH with CSVD group (n=68). sCD14 and ICAM1 were positively correlated with each other indicating that monocyte and endothelial activation are associated with each other. Cognition was negatively correlated with NCMs, especially in the PWH with CSVD group. Among other blood biomarkers measured, osteoprotegerin levels showed mild negative correlation with cognitive performance in individuals with CSVD irrespective of HIV status. Conclusions Elevated levels of NCMs may contribute to neuroinflammation, CSVD and subsequent cognitive impairment. This finding is of particular relevance in aging PWH as both HIV and aging are associated with increased levels of NCMs. NCMs may serve as a potential biomarker to address these comorbidities. Further longitudinal studies are needed to evaluate whether changes in NCM levels are associated with changes in CSVD burden and cognitive impairment.
Collapse
Affiliation(s)
- Meera V. Singh
- Department of Neurology, University of Rochester, Rochester, NY, United States
- Department of Microbiology and Immunology, University of Rochester, Rochester, NY, United States
| | - Md Nasir Uddin
- Department of Neurology, University of Rochester, Rochester, NY, United States
- Department of Biomedical Engineering, University of Rochester, Rochester, NY, United States
| | | | - Karli R. Sutton
- Department of Microbiology and Immunology, University of Rochester, Rochester, NY, United States
| | - Zachary D. Boodoo
- Department of Microbiology and Immunology, University of Rochester, Rochester, NY, United States
| | | | - Alicia Tyrell
- Clinical and Translational Science Institute, University of Rochester, Rochester, NY, United States
| | - Madalina E. Tivarus
- Department of Imaging Sciences, University of Rochester, Rochester, NY, United States
- Department of Neuroscience, University of Rochester, Rochester, NY, United States
| | - Henry Z. Wang
- Department of Imaging Sciences, University of Rochester, Rochester, NY, United States
| | - Bogachan Sahin
- Department of Neurology, University of Rochester, Rochester, NY, United States
| | - Jianhui Zhong
- Department of Biomedical Engineering, University of Rochester, Rochester, NY, United States
- Department of Imaging Sciences, University of Rochester, Rochester, NY, United States
- Department of Physics and Astronomy, University of Rochester, Rochester, NY, United States
| | - Miriam T. Weber
- Department of Neurology, University of Rochester, Rochester, NY, United States
- Department of Obstetrics and Gynecology, University of Rochester, Rochester, NY, United States
| | - Lu Wang
- Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, United States
| | - Xing Qiu
- Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, United States
| | - Sanjay B. Maggirwar
- Department of Microbiology, Immunology and Tropical Medicine, George Washington University, Washington, DC, United States
| | - Giovanni Schifitto
- Department of Neurology, University of Rochester, Rochester, NY, United States
- Department of Imaging Sciences, University of Rochester, Rochester, NY, United States
- Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY, United States
| |
Collapse
|
5
|
Amdemicael B, Yang K, Chronister BNC, Mackey C, Tu X, Gahagan S, Martinez D, Checkoway H, Jacobs DR, Suarez-Torres J, Hong S, Suarez-Lopez JR. Inflammation biomarkers and neurobehavioral performance in rural adolescents. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.10.15.24315322. [PMID: 39484278 PMCID: PMC11527087 DOI: 10.1101/2024.10.15.24315322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2024]
Abstract
Background Systemic inflammation has been associated with lower neurobehavioral performance in diverse populations, yet the evidence in adolescents remains lacking. Cytokines can alter neural network activity to induce neurocognitive changes. This work seeks to investigate the association between inflammation and neurobehavior in adolescents living in a rural region of Ecuador. Methods We examined 535 adolescents in rural communities of Ecuador (ESPINA study), 508 of which had neurobehavioral assessments (NEPSY-II) and circulating plasma levels of inflammatory markers (CRP, IL-6, TNF-⍺, sICAM-1, sVCAM-1, SAA, and sCD14). Associations between inflammatory biomarker concentrations and neurobehavioral scores were examined using adjusted bivariate semi-parametric models with generalized estimating equations. A partial least square regression approach was used to create composite variables from multiple inflammation biomarkers and model their association with cognitive outcomes. Results Higher sCD14 and TNF-α concentrations were significantly associated with lower social perception scores, by -0.47 units (95% CI: -0.80, -0.13) and -0.42 (-0.72, -0.12) for every 50% increase in inflammatory marker concentration, respectively. Similarly, every 50% increase in the inflammation summary score was associated with a significantly lower Social Perception score by -0.11 units (-0.19, -0.03). A unit increase in inflammatory composites of seven markers were associated with lower scores in language (-0.11 units, p=0.04), visuospatial processing (-0.15, p= 0.09), and social perception (-0.22, p=0.005) domains. Conclusions Higher levels of inflammation were associated with lower neurobehavioral performance in adolescents, especially with social perception. In addition, using a robust analytic method to examine an association between a composite inflammatory variable integrating seven markers led to additional findings, including the domains of language and visuospatial processing. A longitudinal follow-up of such investigations could unveil potential changes in inflammation-neurobehavior performance links through developmental stages and intervention opportunities.
Collapse
|
6
|
Thompson LJP, Genovese J, Hong Z, Singh MV, Singh VB. HIV-Associated Neurocognitive Disorder: A Look into Cellular and Molecular Pathology. Int J Mol Sci 2024; 25:4697. [PMID: 38731913 PMCID: PMC11083163 DOI: 10.3390/ijms25094697] [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: 03/25/2024] [Revised: 04/21/2024] [Accepted: 04/23/2024] [Indexed: 05/13/2024] Open
Abstract
Despite combined antiretroviral therapy (cART) limiting HIV replication to undetectable levels in the blood, people living with HIV continue to experience HIV-associated neurocognitive disorder (HAND). HAND is associated with neurocognitive impairment, including motor impairment, and memory loss. HIV has been detected in the brain within 8 days of estimated exposure and the mechanisms for this early entry are being actively studied. Once having entered into the central nervous system (CNS), HIV degrades the blood-brain barrier through the production of its gp120 and Tat proteins. These proteins are directly toxic to endothelial cells and neurons, and propagate inflammatory cytokines by the activation of immune cells and dysregulation of tight junction proteins. The BBB breakdown is associated with the progression of neurocognitive disease. One of the main hurdles for treatment for HAND is the latent pool of cells, which are insensitive to cART and prolong inflammation by harboring the provirus in long-lived cells that can reactivate, causing damage. Multiple strategies are being studied to combat the latent pool and HAND; however, clinically, these approaches have been insufficient and require further revisions. The goal of this paper is to aggregate the known mechanisms and challenges associated with HAND.
Collapse
Affiliation(s)
| | - Jessica Genovese
- Department of Life Sciences, Albany College of Pharmacy and Health Sciences, Albany, NY 12208, USA
| | - Zhenzi Hong
- Department of Life Sciences, Albany College of Pharmacy and Health Sciences, Albany, NY 12208, USA
| | - Meera Vir Singh
- Department of Neurology, University of Rochester, Rochester, NY 14642, USA
| | - Vir Bahadur Singh
- Department of Life Sciences, Albany College of Pharmacy and Health Sciences, Albany, NY 12208, USA
| |
Collapse
|
7
|
Singh MV, Uddin MN, Vidalle MC, Sutton KR, Boodoo ZD, Peterson AN, Tyrell A, Brenner R, Tivarus ME, Wang HZ, Sahin B, Zhong J, Weber M, Wang L, Qiu X, Maggiwar SB, Schifitto G. Role of non-classical monocytes in HIV-associated vascular cognitive impairment. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.03.24.23287660. [PMID: 37034744 PMCID: PMC10081378 DOI: 10.1101/2023.03.24.23287660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
Despite antiretroviral treatment (cART), people living with HIV (PLWH) are more susceptible to neurocognitive impairment (NCI), probably due to synergistic/additive contribution of traditional cerebrovascular risk factors. Specifically, altered blood brain barrier (BBB) and transmigration of inflammatory monocytes are risk factors for developing cerebral small vessel disease (CSVD). In order to investigate if inflammatory monocytes exacerbate CSVD and cognitive impairment, 110 PLWH on cART and 110 age-, sex- and Reynold’s cardiovascular risk score-matched uninfected individuals were enrolled. Neuropsychological testing, brain magnetic resonance imaging and whole blood analyses to measure platelet-monocyte interaction and monocyte, endothelial activation were performed. Results demonstrated that PLWH exhibited increased levels of platelet-monocyte complexes (PMCs) and higher expression of activation molecules on PMCs. PLWH with CSVD had the poorest cognitive performance and the highest circulating levels of non-classical monocytes which exhibited significant inverse correlation with each other. Furthermore, markers of monocyte and endothelium activation were significantly positively correlated indicating BBB impairment. Our results confirm that interaction with platelets activates and drives monocytes towards an inflammatory phenotype in PLWH. In particular, elevated levels of non-classical monocytes may represent a common pathway to neuroinflammation, CSVD and subsequent cognitive impairment, warranting further longitudinal studies to evaluate responsiveness of this potential biomarker.
Collapse
|
8
|
Zhou X, Zhou S, Tao J, Gao Y, Meng G, Cao D, Gao L. HIV-1 Tat drives the Fabp4/NF-κB feedback loop in microglia to mediate inflammatory response and neuronal apoptosis. J Neurovirol 2022; 28:483-496. [PMID: 36070137 DOI: 10.1007/s13365-022-01094-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 08/02/2022] [Accepted: 08/23/2022] [Indexed: 01/13/2023]
Abstract
Fatty acid-binding proteins (FABPs) are relevant to multiple neurodegenerative diseases. However, the roles and mechanisms of FABPs in HIV-associated neurocognitive disorder (HAND) remain yet unclear. In this study, cultured BV-2 microglial cells and HT-22 neuronal cells were used for in vitro experiments and HAND mouse models were constructed through intracerebroventricular injection of lentiviral vectors for in vivo experiments. FABP expression was determined using quantitative reverse transcription polymerase chain reaction (qRT-PCR) and Western blot. The interrelationship between Fabp4 and NF-κB signaling was investigated using chromatin immunoprecipitation, qRT-PCR, and Western blot. The role of Fabp4 in regulating inflammatory response was determined using qRT-PCR, enzyme-linked immunosorbent assay, Western blot, and immunofluorescence staining. Cell viability and apoptosis were analyzed using cell counting kit-8 assay and flow cytometry assay, respectively. Our results suggested an upregulation of Fabp4 expression in the presence of Tat. Tat-induced Fabp4 expression was directly regulated by NF-κB p65, followed by, Fabp4 facilitating Tat-activated NF-κB signaling pathway. We also observed that Fabp4 knockdown in microglial cells significantly suppressed inflammatory response and neuronal apoptosis both in vitro and in vivo. In conclusion, the presence of Tat in microglial cells results in Fabp4 and NF-κB to form a positive feedback loop leading to exacerbate inflammatory response and neuronal apoptosis.
Collapse
Affiliation(s)
- Xiaodan Zhou
- Department of Hematology, Affiliated Hospital 2 of Nantong University and First People's Hospital of Nantong City, Nantong, 226001, People's Republic of China
| | - Shuhui Zhou
- Department of Oncology, Nantong Hospital of Traditional Chinese Medicine, Affiliated Traditional Chinese Medicine Hospital of Nantong University, Nantong, 226001, People's Republic of China
| | - Jian Tao
- Department of Hematology, Affiliated Hospital 2 of Nantong University and First People's Hospital of Nantong City, Nantong, 226001, People's Republic of China
| | - Yanan Gao
- Department of Gastroenterology, Affiliated Hospital of Nantong University, Nantong University, Nantong, 226001, People's Republic of China
| | - Gaoqiang Meng
- Department of Neurosurgery, Affiliated Hospital 2 of Nantong University and First People's Hospital of Nantong City, Nantong, 226001, People's Republic of China
| | - Duo Cao
- College of Life Science, Yan'an University, Yan'an, 716000, People's Republic of China.
| | - Lin Gao
- Medical Research Center, Affiliated Hospital 2 of Nantong University and First People's Hospital of Nantong City, Haier Lane North Road No. 6, Nantong, 226001, Jiangsu, People's Republic of China.
| |
Collapse
|
9
|
Nuber-Champier A, Voruz P, Jacot de Alcântara I, Breville G, Allali G, Lalive P, Assal F, Péron J. Monocytosis in the acute phase of SARS-CoV-2 infection predicts the presence of anosognosia for cognitive deficits in the chronic phase. Brain Behav Immun Health 2022; 26:100511. [PMID: 36128057 PMCID: PMC9477785 DOI: 10.1016/j.bbih.2022.100511] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 08/22/2022] [Accepted: 09/11/2022] [Indexed: 12/01/2022] Open
Abstract
Reduced awareness of neuropsychological disorders (i.e., anosognosia) is a striking symptom of post-COVID-19 condition. Some leukocyte markers in the acute phase may predict the presence of anosognosia in the chronic phase, but they have not yet been identified. This study aimed to determine whether patients with anosognosia for their memory deficits in the chronic phase presented specific leukocyte distribution in the acute phase, and if so, whether these leukocyte levels might be predictive of anosognosia. First, we compared the acute immunological data (i.e., white blood cell differentiation count) of 20 patients who displayed anosognosia 6–9 months after being infected with SARS-CoV-2 (230.25 ± 46.65 days) versus 41 patients infected with SARS-Cov-2 who did not develop anosognosia. Second, we performed an ROC analysis to evaluate the predictive value of the leukocyte markers that emerged from this comparison. Blood circulating monocytes (%) in the acute phase of SARS-CoV-2 infection were associated with long-term post-COVID-19 anosognosia. A monocyte percentage of 7.35% of the total number of leukocytes at admission seemed to predict the presence of chronic anosognosia 6–9 months after infection.
Collapse
Affiliation(s)
- A. Nuber-Champier
- Clinical and Experimental Neuropsychology Laboratory, Faculty of Psychology, University of Geneva, Switzerland
- Neurology Division, Geneva University Hospitals, Switzerland
| | - P. Voruz
- Clinical and Experimental Neuropsychology Laboratory, Faculty of Psychology, University of Geneva, Switzerland
- Neurology Division, Geneva University Hospitals, Switzerland
- Faculty of Medicine, University of Geneva, Switzerland
| | - I. Jacot de Alcântara
- Clinical and Experimental Neuropsychology Laboratory, Faculty of Psychology, University of Geneva, Switzerland
- Neurology Division, Geneva University Hospitals, Switzerland
| | - G. Breville
- Neurology Division, Geneva University Hospitals, Switzerland
| | - G. Allali
- Leenaards Memory Center, Lausanne University Hospital and University of Lausanne, Switzerland
| | - P.H. Lalive
- Neurology Division, Geneva University Hospitals, Switzerland
- Faculty of Medicine, University of Geneva, Switzerland
| | - F. Assal
- Neurology Division, Geneva University Hospitals, Switzerland
- Faculty of Medicine, University of Geneva, Switzerland
| | - J.A. Péron
- Clinical and Experimental Neuropsychology Laboratory, Faculty of Psychology, University of Geneva, Switzerland
- Neurology Division, Geneva University Hospitals, Switzerland
- Corresponding author. Faculté de Psychologie et des Sciences de l'Education, 40 bd du Pont d’Arve, 1205, Geneva, Switzerland.
| |
Collapse
|
10
|
Hagberg L, Edén A, Zetterberg H, Price RW, Gisslén M. Blood biomarkers for HIV infection with focus on neurologic complications-A review. Acta Neurol Scand 2022; 146:56-60. [PMID: 35470863 PMCID: PMC9324809 DOI: 10.1111/ane.13629] [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: 02/20/2022] [Revised: 04/08/2022] [Accepted: 04/18/2022] [Indexed: 11/28/2022]
Abstract
Although clinical examinations, neuroimaging, and cerebrospinal fluid analyses are the most important ways to evaluate the impact of HIV infection on the brain and in diagnosis of opportunistic infections, several blood biomarkers including HIV RNA concentrations, CD4 +T-cell count, and neurofilament light chain protein (NfL) concentration, along with tests for opportunistic infections can provide important information for clinical decisions.
Collapse
Affiliation(s)
- Lars Hagberg
- Department of Infectious Diseases Institute of Biomedicine Sahlgrenska Academy University of Gothenburg Gothenburg Sweden
- Region Västra Götaland Sahlgrenska University Hospital Gothenburg Sweden
| | - Arvid Edén
- Department of Infectious Diseases Institute of Biomedicine Sahlgrenska Academy University of Gothenburg Gothenburg Sweden
- Region Västra Götaland Sahlgrenska University Hospital Gothenburg Sweden
| | - Henrik Zetterberg
- Region Västra Götaland Sahlgrenska University Hospital Gothenburg Sweden
- Department of Psychiatry and Neurochemistry Institute of Neuroscience and Physiology Sahlgrenska Academy University of Gothenburg Mölndal Sweden
- Department of Neurodegenerative Disease UCL Institute of Neurology London UK
- UK Dementia Research Institute at UCL London UK
- Hong Kong Center for Neurodegenerative Diseases Hong Kong China
| | - Richard W. Price
- Department of Neurology University of California San Francisco San Francisco California USA
| | - Magnus Gisslén
- Department of Infectious Diseases Institute of Biomedicine Sahlgrenska Academy University of Gothenburg Gothenburg Sweden
- Region Västra Götaland Sahlgrenska University Hospital Gothenburg Sweden
| |
Collapse
|
11
|
Anderson AM, Ma Q, Letendre SL, Iudicello J. Soluble Biomarkers of Cognition and Depression in Adults with HIV Infection in the Combination Therapy Era. Curr HIV/AIDS Rep 2021; 18:558-568. [PMID: 34780037 PMCID: PMC8860504 DOI: 10.1007/s11904-021-00581-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/28/2021] [Indexed: 12/15/2022]
Abstract
PURPOSE OF REVIEW Cognitive impairment and depression continue to be common among people with HIV (PWH) in the combination antiretroviral therapy (ART) era. A better understanding of the biological mechanisms that may underpin these disorders is needed. The purpose of this review is to describe published findings on soluble biomarkers from blood and cerebrospinal fluid (CSF) that have been associated with either cognition or depression among PWH in the setting of ART. RECENT FINDINGS Several biomarkers, including those that reflect viral persistence, monocyte/macrophage activation, and other processes, are associated with cognition and depressive symptoms. Some but not all results have been consistent across multiple studies. More research has been published on biomarkers of cognition relative to biomarkers of depression (particularly from CSF). More studies are needed that investigate multiple biomarkers to understand the role of distinct but additive pathways in these disorders and to guide the development of new therapies.
Collapse
Affiliation(s)
- Albert M Anderson
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, 341 Ponce de Leon Avenue, Atlanta, GA, 30308, USA.
| | - Qing Ma
- University at Buffalo, Buffalo, NY, USA
| | - Scott L Letendre
- Departments of Medicine and Psychiatry, University of California at San Diego, San Diego, CA, USA
| | - Jennifer Iudicello
- Departments of Medicine and Psychiatry, University of California at San Diego, San Diego, CA, USA
| |
Collapse
|
12
|
Johnson SD, Olwenyi OA, Bhyravbhatla N, Thurman M, Pandey K, Klug EA, Johnston M, Dyavar SR, Acharya A, Podany AT, Fletcher CV, Mohan M, Singh K, Byrareddy SN. Therapeutic implications of SARS-CoV-2 dysregulation of the gut-brain-lung axis. World J Gastroenterol 2021; 27:4763-4783. [PMID: 34447225 PMCID: PMC8371510 DOI: 10.3748/wjg.v27.i29.4763] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Revised: 05/10/2021] [Accepted: 07/20/2021] [Indexed: 02/06/2023] Open
Abstract
The emergence and rapid spread of novel severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has caused over 180 million confirmed cases resulting in over 4 million deaths worldwide with no clear end in sight for the coronavirus disease 19 (COVID-19) pandemic. Most SARS-CoV-2 exposed individuals experience mild to moderate symptoms, including fever, cough, fatigue, and loss of smell and taste. However, many individuals develop pneumonia, acute respiratory distress syndrome, septic shock, and multiorgan dysfunction. In addition to these primarily respiratory symptoms, SARS-CoV-2 can also infiltrate the central nervous system, which may damage the blood-brain barrier and the neuron's synapses. Resultant inflammation and neurodegeneration in the brain stem can further prevent efferent signaling to cranial nerves, leading to the loss of anti-inflammatory signaling and normal respiratory and gastrointestinal functions. Additionally, SARS-CoV-2 can infect enterocytes resulting in gut damage followed by microbial dysbiosis and translocation of bacteria and their byproducts across the damaged epithelial barrier. As a result, this exacerbates pro-inflammatory responses both locally and systemically, resulting in impaired clinical outcomes. Recent evidence has highlighted the complex interactions that mutually modulate respiratory, neurological, and gastrointestinal function. In this review, we discuss the ways SARS-CoV-2 potentially disrupts the gut-brain-lung axis. We further highlight targeting specific responses to SARS-CoV-2 for the development of novel, urgently needed therapeutic interventions. Finally, we propose a prospective related to the individuals from Low- and Middle-Income countries. Here, the underlying propensity for heightened gut damage/microbial translocation is likely to result in worse clinical outcomes during this COVID-19 pandemic.
Collapse
Affiliation(s)
- Samuel D Johnson
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, NE 68198, United States
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE 68198, United States
| | - Omalla A Olwenyi
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, NE 68198, United States
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE 68198, United States
| | - Namita Bhyravbhatla
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE 68198, United States
| | - Michellie Thurman
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE 68198, United States
| | - Kabita Pandey
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, NE 68198, United States
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE 68198, United States
| | - Elizabeth A Klug
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, NE 68198, United States
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE 68198, United States
| | - Morgan Johnston
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE 68198, United States
| | - Shetty Ravi Dyavar
- Antiviral Pharmacology Laboratory, University of Nebraska Medical Center (UNMC) Center for Drug Discovery, Omaha, NE 68198, United States
| | - Arpan Acharya
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE 68198, United States
| | - Anthony T Podany
- Antiviral Pharmacology Laboratory, University of Nebraska Medical Center (UNMC) Center for Drug Discovery, Omaha, NE 68198, United States
| | - Courtney V Fletcher
- Antiviral Pharmacology Laboratory, University of Nebraska Medical Center (UNMC) Center for Drug Discovery, Omaha, NE 68198, United States
| | - Mahesh Mohan
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX 78227, United States
| | - Kamal Singh
- Department of Molecular Microbiology and Immunology and Bond Life Sciences Center, University of Missouri, Columbia, MO 65212, United States
| | - Siddappa N Byrareddy
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE 68198, United States
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, NE 68198, United States
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE 68198, United States
| |
Collapse
|
13
|
WANG Z, MANION MM, LAIDLAW E, RUPERT A, LAU CY, SMITH BR, NATH A, SERETI I, HAMMOUD DA. Redistribution of brain glucose metabolism in people with HIV after antiretroviral therapy initiation. AIDS 2021; 35:1209-1219. [PMID: 33710014 PMCID: PMC8556661 DOI: 10.1097/qad.0000000000002875] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
OBJECTIVE We evaluated brain glucose metabolism in people living with HIV (PWH) with [18F]-Fluoro-Deoxyglucose (FDG) PET/computed tomography (CT) before and after antiretroviral therapy (ART) initiation. DESIGN We conducted a longitudinal study wherein ART-naive late-presenting untreated PWH with CD4+ cell counts less than 100 cells/μl were prospectively assessed for FDG uptake at baseline and at 4-8 weeks (n = 22) and 19-26 months (n = 11) following ART initiation. METHODS Relative uptake in the subcortical regions (caudate, putamen and thalamus) and cortical regions (frontal, parietal, temporal and occipital cortices) were compared across time and correlated with biomarkers of disease activity and inflammation, in addition to being compared with a group of uninfected individuals (n = 10). RESULTS Before treatment initiation, putaminal and caudate relative FDG uptake values in PWH were significantly higher than in uninfected controls. Relative putaminal and thalamic uptake significantly decreased shortly following ART initiation, while frontal cortex values significantly increased. FDG uptake changes correlated with changes in CD4+ cell counts and viral load, and, in the thalamus, with IL-6R and sCD14. Approximately 2 years following ART initiation, there was further decrease in subcortical relative uptake values, reaching levels below those of uninfected controls. CONCLUSION Our findings support pretreatment basal ganglia and thalamic neuroinflammatory changes in PWH, which decrease after treatment with eventual unmasking of long-term irreversible neuronal damage. Meanwhile, increased frontal cortex metabolism following ART initiation suggests reversible cortical dysfunction which improves with virologic control and increased CD4+ cell counts. Early initiation of treatment after HIV diagnosis and secondary control of inflammation are thus necessary to halt neurological damage in PWH.
Collapse
Affiliation(s)
- Zeping WANG
- Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, Maryland, USA
| | - Maura M. MANION
- Laboratory of Immunoregulation, National Institute for Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Elizabeth LAIDLAW
- Laboratory of Immunoregulation, National Institute for Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Adam RUPERT
- Leidos Biomedical Research Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland, USA
| | - Chuen-Yen LAU
- National Institute for Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Bryan R. SMITH
- Section of Infections of the Nervous System, National Institute of Neurological Diseases and Stroke, Bethesda, Maryland, USA
| | - Avindra NATH
- Section of Infections of the Nervous System, National Institute of Neurological Diseases and Stroke, Bethesda, Maryland, USA
| | - Irini SERETI
- Laboratory of Immunoregulation, National Institute for Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Dima A HAMMOUD
- Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, Maryland, USA
| |
Collapse
|
14
|
Sim JH, Mukerji SS, Russo SC, Lo J. Gastrointestinal Dysfunction and HIV Comorbidities. Curr HIV/AIDS Rep 2021; 18:57-62. [PMID: 33469815 DOI: 10.1007/s11904-020-00537-8] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/26/2020] [Indexed: 02/06/2023]
Abstract
PURPOSE OF REVIEW Gut dysfunction and resulting chronic low-grade inflammation have been linked to metabolic and chronic diseases in the general population. In this review, we present recently published studies of HIV-associated gut dysfunction and comorbidities including obesity, diabetes, cardiovascular disease, liver disease, and neurocognitive disease. RECENT FINDINGS Biomarkers of microbial translocation, dysbiosis, or intestinal epithelial integrity have been used to investigate relationships between HIV-associated gut dysfunction and metabolic, cardiovascular, and neurologic complications. Many studies point to worsened comorbidities associated with gut dysfunction in people with HIV (PWH), but some studies show mixed results, and thus, the data are still inconclusive and limited to surrogate biomarkers rather than direct intestinal assessments. Inflammation and immune activation stemming from changes in intestinal epithelial integrity and dysbiosis are present in PWH and relate to metabolic, cardiovascular, and neurologic complications of HIV. However, future investigations, especially future studies that directly assess intestinal pathology, are needed to investigate the direct contributory role of gastrointestinal dysfunction to comorbidities of HIV.
Collapse
Affiliation(s)
- Jae H Sim
- Metabolism Unit, Division of Endocrinology, Massachusetts General Hospital, 55 Fruit Street, LON-207, Boston, MA, 02114, USA
| | - Shibani S Mukerji
- Department of Neurology, Massachusetts General Hospital, Boston, USA
| | - Samuel C Russo
- Metabolism Unit, Division of Endocrinology, Massachusetts General Hospital, 55 Fruit Street, LON-207, Boston, MA, 02114, USA
| | - Janet Lo
- Metabolism Unit, Division of Endocrinology, Massachusetts General Hospital, 55 Fruit Street, LON-207, Boston, MA, 02114, USA.
| |
Collapse
|