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Peña-Valencia K, Riaño W, Herrera-Diaz M, López L, Marín D, Gonzalez S, Agudelo-García O, Rodríguez-Sabogal IA, Vélez L, Rueda ZV, Keynan Y. Markers of Inflammation, Tissue Damage, and Fibrosis in Individuals Diagnosed with Human Immunodeficiency Virus and Pneumonia: A Cohort Study. Pathogens 2024; 13:84. [PMID: 38251391 PMCID: PMC10820350 DOI: 10.3390/pathogens13010084] [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: 12/25/2023] [Revised: 01/10/2024] [Accepted: 01/15/2024] [Indexed: 01/23/2024] Open
Abstract
Previous studies have noted that persons living with human immunodeficiency virus (HIV) experience persistent lung dysfunction after an episode of community-acquired pneumonia (CAP), although the underlying mechanisms remain unclear. We hypothesized that inflammation during pneumonia triggers increased tissue damage and accelerated pulmonary fibrosis, resulting in a gradual loss of lung function. We carried out a prospective cohort study of people diagnosed with CAP and/or HIV between 2016 and 2018 in three clinical institutions in Medellín, Colombia. Clinical data, blood samples, and pulmonary function tests (PFTs) were collected at baseline. Forty-one patients were included, divided into two groups: HIV and CAP (n = 17) and HIV alone (n = 24). We compared the concentrations of 17 molecules and PFT values between the groups. Patients with HIV and pneumonia presented elevated levels of cytokines and chemokines (IL-6, IL-8, IL-18, IL-1RA, IL-10, IP-10, MCP-1, and MIP-1β) compared to those with only HIV. A marked pulmonary dysfunction was evidenced by significant reductions in FEF25, FEF25-75, and FEV1. The correlation between these immune mediators and lung function parameters supports the connection between pneumonia-associated inflammation and end organ lung dysfunction. A low CD4 cell count (<200 cells/μL) predicted inflammation and lung dysfunction. These results underscore the need for targeted clinical approaches to mitigate the adverse impacts of CAP on lung function in this population.
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Affiliation(s)
- Katherine Peña-Valencia
- Escuela de Microbiología, Universidad de Antioquia, Medellin 050010, Colombia;
- Grupo de Investigación en Salud Pública, Facultad de Medicina, Universidad Pontificia Bolivariana, Medellin 050010, Colombia; (W.R.); (L.L.); (D.M.); (Z.V.R.)
- Grupo Bacterias & Cáncer, School of Medicine, Universidad de Antioquia, Medellin 050010, Colombia;
| | - Will Riaño
- Grupo de Investigación en Salud Pública, Facultad de Medicina, Universidad Pontificia Bolivariana, Medellin 050010, Colombia; (W.R.); (L.L.); (D.M.); (Z.V.R.)
- School of Medicine, Universidad de Antioquia, Medellin 050010, Colombia;
| | - Mariana Herrera-Diaz
- Department of Medical Microbiology and Infectious Disease, University of Manitoba, Winnipeg, MB R3E 0J9, Canada; (M.H.-D.); (S.G.)
| | - Lucelly López
- Grupo de Investigación en Salud Pública, Facultad de Medicina, Universidad Pontificia Bolivariana, Medellin 050010, Colombia; (W.R.); (L.L.); (D.M.); (Z.V.R.)
- School of Medicine, Universidad Pontificia Bolivariana, Medellin 050010, Colombia
| | - Diana Marín
- Grupo de Investigación en Salud Pública, Facultad de Medicina, Universidad Pontificia Bolivariana, Medellin 050010, Colombia; (W.R.); (L.L.); (D.M.); (Z.V.R.)
- School of Medicine, Universidad Pontificia Bolivariana, Medellin 050010, Colombia
| | - Sandra Gonzalez
- Department of Medical Microbiology and Infectious Disease, University of Manitoba, Winnipeg, MB R3E 0J9, Canada; (M.H.-D.); (S.G.)
- JC Wilt Infectious Diseases Research Center, Winnipeg, MB R3E 3L5, Canada
| | - Olga Agudelo-García
- Grupo Bacterias & Cáncer, School of Medicine, Universidad de Antioquia, Medellin 050010, Colombia;
| | - Iván Arturo Rodríguez-Sabogal
- School of Medicine, Universidad de Antioquia, Medellin 050010, Colombia;
- Infectious Diseases Section, Hospital Universitario San Vicente Fundación, Medellin 050010, Colombia;
| | - Lázaro Vélez
- Infectious Diseases Section, Hospital Universitario San Vicente Fundación, Medellin 050010, Colombia;
| | - Zulma Vanessa Rueda
- Grupo de Investigación en Salud Pública, Facultad de Medicina, Universidad Pontificia Bolivariana, Medellin 050010, Colombia; (W.R.); (L.L.); (D.M.); (Z.V.R.)
- Department of Medical Microbiology and Infectious Disease, University of Manitoba, Winnipeg, MB R3E 0J9, Canada; (M.H.-D.); (S.G.)
| | - Yoav Keynan
- Department of Medical Microbiology and Infectious Disease, University of Manitoba, Winnipeg, MB R3E 0J9, Canada; (M.H.-D.); (S.G.)
- Grupo Investigador de Problemas en Enfermedades Infecciosas-GRIPE, Facultad de Medicina, Universidad de Antioquia, Medellin 050010, Colombia
- Department of Internal Medicine, University of Manitoba, Winnipeg, MB R3E 0J9, Canada
- Department of Community Health Sciences, University of Manitoba, Winnipeg, MB R3E 0J9, Canada
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Che X, Wang L, Ma W, Wang R, Wang Z. Discordance of Aqueous/Plasma HIV Replication on ART. Curr HIV Res 2024; 22:27-30. [PMID: 38151835 DOI: 10.2174/011570162x268730231212112119] [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: 07/04/2023] [Revised: 10/01/2023] [Accepted: 10/26/2023] [Indexed: 12/29/2023]
Abstract
BACKGROUND The study was conducted to analyze HIV dynamics across blood-retinal barrier (BRB) and the relevant risk factors for HIV-associated ocular complications. METHODS This study included a case series of 40 HIV-positive patients with ocular lesions, which were studied retrospectively. Clinical and laboratory examinations included plasma and intraocular viral load (VL). RESULTS HIV VL on paired aqueous/plasma samples was available for 40 patients. Aqueous VL was negatively associated with antiretroviral treatment (ART) duration (p = 0.02 and p < 0.05), and plasma VL was independent of ART duration (p = 0.53). An aqueous/plasma discordance was found in 19/40 (47.5%) patients, eight of whom (20%) had detectable aqueous VL despite a suppressed plasma VL (escape). There were significant differences in CD4+ T-lymphocyte levels (p = 0.011 and p < 0.05) and ART duration (p = 0.007 and p < 0.05) between the patients with HIV-associated ocular complications and the patients without. CONCLUSION This study provides a rationale for initiating ART early in the course of infection to reduce HIV VL in the aqueous humor, and raises the possibility of the ocular sanctuary where HIV replicates. Meanwhile, early and standard ART would be an optimal option to protect against ocular opportunistic infection.
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Affiliation(s)
- Xin Che
- Department of Ophthalmology, Xi'an People's Hospital (Xi'an Fourth Hospital) of Northwestern University, Xi'an, China
| | - Luoziyi Wang
- Department of Ophthalmology, Huashan Hospital of Fudan University, Shanghai, China
| | - Weimei Ma
- Department of Ophthalmology, Xi'an People's Hospital (Xi'an Fourth Hospital) of Northwestern University, Xi'an, China
| | - Rui Wang
- Department of Ophthalmology, Xi'an People's Hospital (Xi'an Fourth Hospital) of Northwestern University, Xi'an, China
| | - Zhiliang Wang
- Department of Ophthalmology, Huashan Hospital of Fudan University, Shanghai, China
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Knoll R, Bonaguro L, dos Santos JC, Warnat-Herresthal S, Jacobs-Cleophas MCP, Blümel E, Reusch N, Horne A, Herbert M, Nuesch-Germano M, Otten T, van der Heijden WA, van de Wijer L, Shalek AK, Händler K, Becker M, Beyer MD, Netea MG, Joosten LAB, van der Ven AJAM, Schultze JL, Aschenbrenner AC. Identification of drug candidates targeting monocyte reprogramming in people living with HIV. Front Immunol 2023; 14:1275136. [PMID: 38077315 PMCID: PMC10703486 DOI: 10.3389/fimmu.2023.1275136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 10/18/2023] [Indexed: 12/18/2023] Open
Abstract
Introduction People living with HIV (PLHIV) are characterized by functional reprogramming of innate immune cells even after long-term antiretroviral therapy (ART). In order to assess technical feasibility of omics technologies for application to larger cohorts, we compared multiple omics data layers. Methods Bulk and single-cell transcriptomics, flow cytometry, proteomics, chromatin landscape analysis by ATAC-seq as well as ex vivo drug stimulation were performed in a small number of blood samples derived from PLHIV and healthy controls from the 200-HIV cohort study. Results Single-cell RNA-seq analysis revealed that most immune cells in peripheral blood of PLHIV are altered in their transcriptomes and that a specific functional monocyte state previously described in acute HIV infection is still existing in PLHIV while other monocyte cell states are only occurring acute infection. Further, a reverse transcriptome approach on a rather small number of PLHIV was sufficient to identify drug candidates for reversing the transcriptional phenotype of monocytes in PLHIV. Discussion These scientific findings and technological advancements for clinical application of single-cell transcriptomics form the basis for the larger 2000-HIV multicenter cohort study on PLHIV, for which a combination of bulk and single-cell transcriptomics will be included as the leading technology to determine disease endotypes in PLHIV and to predict disease trajectories and outcomes.
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Affiliation(s)
- Rainer Knoll
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Bonn, Germany
- Genomics and Immunoregulation, Life and Medical Sciences Institute, University of Bonn, Bonn, Germany
| | - Lorenzo Bonaguro
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Bonn, Germany
- Genomics and Immunoregulation, Life and Medical Sciences Institute, University of Bonn, Bonn, Germany
| | - Jéssica C. dos Santos
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, Netherlands
- Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Stefanie Warnat-Herresthal
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Bonn, Germany
- Genomics and Immunoregulation, Life and Medical Sciences Institute, University of Bonn, Bonn, Germany
| | - Maartje C. P. Jacobs-Cleophas
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, Netherlands
- Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Edda Blümel
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Bonn, Germany
| | - Nico Reusch
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Bonn, Germany
| | - Arik Horne
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Bonn, Germany
- Systems Hematology, Stem Cells & Precision Medicine, Max Delbrück Center - Berlin Institute for Medical Systems Biology (MDCBIMSB), Berlin, Germany
| | - Miriam Herbert
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Bonn, Germany
- In Vivo Cell Biology of Infection, Max Planck Institute for Infection Biology (MPIIB), Berlin, Germany
| | - Melanie Nuesch-Germano
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Bonn, Germany
| | - Twan Otten
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, Netherlands
- Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Wouter A. van der Heijden
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, Netherlands
- Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Lisa van de Wijer
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, Netherlands
- Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Alex K. Shalek
- Broad Institute at Massachusetts Institute of Technology (MIT) and Harvard, Boston, MA, United States
- Ragon Institute of Mass General Hospital (MGH), MIT, and Harvard, Cambridge, MA, United States
- Department of Chemistry, Institute for Medical Engineering and Science, Koch Institute, Cambridge, MA, United States
| | - Kristian Händler
- Platform for Single Cell Genomics and Epigenomics (PRECISE), DZNE and University of Bonn, Bonn, Germany
- Institute for Human Genetics, University Hospital Schleswig-Holstein, Lübeck, Germany
| | - Matthias Becker
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Bonn, Germany
| | - Marc D. Beyer
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Bonn, Germany
- Platform for Single Cell Genomics and Epigenomics (PRECISE), DZNE and University of Bonn, Bonn, Germany
| | - Mihai G. Netea
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, Netherlands
- Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
- Immunology and Metabolism, Life and Medical Sciences Institute, University of Bonn, Bonn, Germany
| | - Leo A. B. Joosten
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, Netherlands
- Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
- Department of Medical Genetics, Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - Andre J. A. M. van der Ven
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, Netherlands
- Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Joachim L. Schultze
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Bonn, Germany
- Genomics and Immunoregulation, Life and Medical Sciences Institute, University of Bonn, Bonn, Germany
- Platform for Single Cell Genomics and Epigenomics (PRECISE), DZNE and University of Bonn, Bonn, Germany
| | - Anna C. Aschenbrenner
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Bonn, Germany
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Zhang Y, Andreu-Sánchez S, Vadaq N, Wang D, Matzaraki V, van der Heijden WA, Gacesa R, Weersma RK, Zhernakova A, Vandekerckhove L, de Mast Q, Joosten LAB, Netea MG, van der Ven AJAM, Fu J. Gut dysbiosis associates with cytokine production capacity in viral-suppressed people living with HIV. Front Cell Infect Microbiol 2023; 13:1202035. [PMID: 37583444 PMCID: PMC10425223 DOI: 10.3389/fcimb.2023.1202035] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Accepted: 07/06/2023] [Indexed: 08/17/2023] Open
Abstract
Background People living with human immunodeficiency virus (PLHIV) are exposed to chronic immune dysregulation, even when virus replication is suppressed by antiretroviral therapy (ART). Given the emerging role of the gut microbiome in immunity, we hypothesized that the gut microbiome may be related to the cytokine production capacity of PLHIV. Methods To test this hypothesis, we collected metagenomic data from 143 ART-treated PLHIV and assessed the ex vivo production capacity of eight different cytokines [interleukin-1β (IL-1β), IL-6, IL-1Ra, IL-10, IL-17, IL-22, tumor necrosis factor, and interferon-γ] in response to different stimuli. We also characterized CD4+ T-cell counts, HIV reservoir, and other clinical parameters. Results Compared with 190 age- and sex-matched controls and a second independent control cohort, PLHIV showed microbial dysbiosis that was correlated with viral reservoir levels (CD4+ T-cell-associated HIV-1 DNA), cytokine production capacity, and sexual behavior. Notably, we identified two genetically different P. copri strains that were enriched in either PLHIV or healthy controls. The control-related strain showed a stronger negative association with cytokine production capacity than the PLHIV-related strain, particularly for Pam3Cys-incuded IL-6 and IL-10 production. The control-related strain is also positively associated with CD4+ T-cell level. Conclusions Our findings suggest that modulating the gut microbiome may be a strategy to modulate immune response in PLHIV.
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Affiliation(s)
- Yue Zhang
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
- Department of Pediatrics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Sergio Andreu-Sánchez
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
- Department of Pediatrics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Nadira Vadaq
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Daoming Wang
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
- Department of Pediatrics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Vasiliki Matzaraki
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Wouter A. van der Heijden
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Ranko Gacesa
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
- Department of Gastroenterology and Hepatology, University Medical Center Groningen, Groningen, Netherlands
| | - Rinse K. Weersma
- Department of Gastroenterology and Hepatology, University Medical Center Groningen, Groningen, Netherlands
| | - Alexandra Zhernakova
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Linos Vandekerckhove
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Ghent University and Ghent University Hospital, Ghent, Belgium
| | - Quirijn de Mast
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Leo A. B. Joosten
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
- Department of Medical Genetics, Iuliu Hațieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - Mihai G. Netea
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
- Department of Immunology and Metabolism, Life and Medical Sciences Institute, University of Bonn, Bonn, Germany
| | - André J. A. M. van der Ven
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Jingyuan Fu
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
- Department of Pediatrics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
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5
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Guo YT, Guo XY, Fan LN, Wang ZR, Qu MM, Zhang C, Fan X, Song JW, Yang BP, Zhang JY, Xu R, Jiao YM, Ma P, Chen YK, Wang FS. The Imbalance Between Intestinal Th17 and Treg Cells Is Associated with an Incomplete Immune Reconstitution During Long-Term Antiretroviral Therapy in Patients with HIV. Viral Immunol 2023; 36:331-342. [PMID: 37184871 DOI: 10.1089/vim.2023.0017] [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] [Indexed: 05/16/2023] Open
Abstract
Studies assessing the gut mucosal immune balance in HIV-infected patients using intestinal samples are scarce. In this study, we used intestinal mucosal specimens from the ileocecal region of seven immunological nonresponders (INRs), nine immunological responders (IRs), and six HIV-negative controls. We investigated T helper 17 (Th17) and T regulatory (Treg) cell counts and their ratio, zonula occludens-1 (ZO-1), intestinal fatty acid-binding protein (I-FABP), tumor necrosis factor-α, CD4+ T cell counts, HIV DNA, and cell-associated HIV RNA. The results showed that INRs had lower Th17 and higher Treg cell counts than IR, resulting in a significant difference in the Th17/Treg ratio between IRs and INRs. In addition, INRs had lower ZO-1 and higher I-FABP levels than IRs. The Th17/Treg ratio was positively associated with ZO-1 and negatively associated with I-FABP levels. There was a positive correlation between Th17/Treg ratio and CD4+ T cell counts and a negative correlation between the Th17/Treg ratio and HIV DNA in the intestine. Our study suggests that the imbalance of Th17/Treg in the intestine is a characteristic of incomplete immune reconstitution to antiretroviral therapy and is associated with intestinal damage.
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Affiliation(s)
- Yun-Tian Guo
- Department of Internal Medicine, The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
- Senior Department of Infectious Diseases, the Fifth Medical Center of Chinese PLA General Hospital, National Clinical Research Center for Infectious Diseases, Beijing, China
| | - Xiao-Yan Guo
- Senior Department of Infectious Diseases, the Fifth Medical Center of Chinese PLA General Hospital, National Clinical Research Center for Infectious Diseases, Beijing, China
| | - Li-Na Fan
- Department of Infectious Diseases, Tianjin Second People's Hospital, Tianjin, China
| | - Ze-Rui Wang
- Department of Gastroenterology, First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Meng-Meng Qu
- Senior Department of Infectious Diseases, the Fifth Medical Center of Chinese PLA General Hospital, National Clinical Research Center for Infectious Diseases, Beijing, China
| | - Chao Zhang
- Senior Department of Infectious Diseases, the Fifth Medical Center of Chinese PLA General Hospital, National Clinical Research Center for Infectious Diseases, Beijing, China
| | - Xing Fan
- Senior Department of Infectious Diseases, the Fifth Medical Center of Chinese PLA General Hospital, National Clinical Research Center for Infectious Diseases, Beijing, China
| | - Jin-Wen Song
- Senior Department of Infectious Diseases, the Fifth Medical Center of Chinese PLA General Hospital, National Clinical Research Center for Infectious Diseases, Beijing, China
| | - Bao-Peng Yang
- Senior Department of Infectious Diseases, the Fifth Medical Center of Chinese PLA General Hospital, National Clinical Research Center for Infectious Diseases, Beijing, China
| | - Ji-Yuan Zhang
- Senior Department of Infectious Diseases, the Fifth Medical Center of Chinese PLA General Hospital, National Clinical Research Center for Infectious Diseases, Beijing, China
| | - Ruonan Xu
- Senior Department of Infectious Diseases, the Fifth Medical Center of Chinese PLA General Hospital, National Clinical Research Center for Infectious Diseases, Beijing, China
| | - Yan-Mei Jiao
- Senior Department of Infectious Diseases, the Fifth Medical Center of Chinese PLA General Hospital, National Clinical Research Center for Infectious Diseases, Beijing, China
| | - Ping Ma
- Department of Infectious Diseases, Tianjin Second People's Hospital, Tianjin, China
| | - Yao-Kai Chen
- Department of Infectious Disease, Chongqing Public Health Medical Center, Chongqing, China
| | - Fu-Sheng Wang
- Department of Internal Medicine, The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
- Senior Department of Infectious Diseases, the Fifth Medical Center of Chinese PLA General Hospital, National Clinical Research Center for Infectious Diseases, Beijing, China
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6
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Cesar G, Natale MA, Albareda MC, Alvarez MG, Lococo B, De Rissio AM, Fernandez M, Castro Eiro MD, Bertocchi G, White BE, Zabaleta F, Viotti R, Tarleton RL, Laucella SA. B-Cell Responses in Chronic Chagas Disease: Waning of Trypanosoma cruzi-Specific Antibody-Secreting Cells Following Successful Etiological Treatment. J Infect Dis 2023; 227:1322-1332. [PMID: 36571148 PMCID: PMC10226662 DOI: 10.1093/infdis/jiac495] [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: 07/22/2022] [Revised: 12/19/2022] [Accepted: 12/23/2022] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND A drawback in the treatment of chronic Chagas disease (American trypanosomiasis) is the long time required to achieve complete loss of serological reactivity, the standard for determining treatment efficacy. METHODS Antibody-secreting cells and memory B cells specific for Trypanosoma cruzi and their degree of differentiation were evaluated in adult and pediatric study participants with chronic Chagas disease before and after etiological treatment. RESULTS T. cruzi-specific antibody-secreting cells disappeared from the circulation in benznidazole or nifurtimox-treated participants with declining parasite-specific antibody levels after treatment, whereas B cells in most participants with unaltered antibody levels were low before treatment and did not change after treatment. The timing of the decay in parasite-specific antibody-secreting B cells was similar to that in parasite-specific antibodies, as measured by a Luminex-based assay, but preceded the decay in antibody levels detected by conventional serology. The phenotype of total B cells returned to a noninfection profile after successful treatment. CONCLUSIONS T. cruzi-specific antibodies in the circulation of chronically T. cruzi-infected study participants likely derive from both antigen-driven plasmablasts, which disappear after successful treatment, and long-lived plasma cells, which persist and account for the low frequency and long course to complete seronegative conversion in successfully treated participants.
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Affiliation(s)
- G Cesar
- Research Department, Instituto Nacional de Parasitología “Dr. Mario Fatala Chaben,”Buenos Aires, Argentina
| | - M A Natale
- Research Department, Instituto Nacional de Parasitología “Dr. Mario Fatala Chaben,”Buenos Aires, Argentina
| | - M C Albareda
- Research Department, Instituto Nacional de Parasitología “Dr. Mario Fatala Chaben,”Buenos Aires, Argentina
| | - M G Alvarez
- Chagas Disease Unit, Hospital Interzonal General de Agudos Eva Perón, Buenos Aires, Argentina
| | - B Lococo
- Chagas Disease Unit, Hospital Interzonal General de Agudos Eva Perón, Buenos Aires, Argentina
| | - A M De Rissio
- Research Department, Instituto Nacional de Parasitología “Dr. Mario Fatala Chaben,”Buenos Aires, Argentina
| | - M Fernandez
- Research Department, Instituto Nacional de Parasitología “Dr. Mario Fatala Chaben,”Buenos Aires, Argentina
| | - M D Castro Eiro
- Research Department, Instituto Nacional de Parasitología “Dr. Mario Fatala Chaben,”Buenos Aires, Argentina
| | - G Bertocchi
- Chagas Disease Unit, Hospital Interzonal General de Agudos Eva Perón, Buenos Aires, Argentina
| | - B E White
- Center for Tropical and Emerging Global Diseases and Department of Cellular Biology, University of Georgia, Athens, Georgia, USA
| | - F Zabaleta
- Chagas Disease Unit, Hospital Interzonal General de Agudos Eva Perón, Buenos Aires, Argentina
| | - R Viotti
- Chagas Disease Unit, Hospital Interzonal General de Agudos Eva Perón, Buenos Aires, Argentina
| | - R L Tarleton
- Center for Tropical and Emerging Global Diseases and Department of Cellular Biology, University of Georgia, Athens, Georgia, USA
| | - S A Laucella
- Research Department, Instituto Nacional de Parasitología “Dr. Mario Fatala Chaben,”Buenos Aires, Argentina
- Chagas Disease Unit, Hospital Interzonal General de Agudos Eva Perón, Buenos Aires, Argentina
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7
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Chimbetete T, Choshi P, Pedretti S, Porter M, Roberts R, Lehloenya R, Peter J. Skin infiltrating T-cell profile of drug reaction with eosinophilia and systemic symptoms (DRESS) reactions among HIV-infected patients. Front Med (Lausanne) 2023; 10:1118527. [PMID: 37215719 PMCID: PMC10196146 DOI: 10.3389/fmed.2023.1118527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 04/17/2023] [Indexed: 05/24/2023] Open
Abstract
Introduction Drug Reaction with Eosinophilia Systemic Symptoms (DRESS) is more common in persons living with HIV (PLHIV), and first-line anti-TB drugs (FLTDs) and cotrimoxazole are the commonest offending drugs. Limited data is available on the skin infiltrating T-cell profile among DRESS patients with systemic CD4 T-cell depletion associated with HIV. Materials and methods HIV cases with validated DRESS phenotypes (possible, probable, or definite) and confirmed reactions to either one or multiple FLTDs and/or cotrimoxazole were chosen (n = 14). These cases were matched against controls of HIV-negative patients who developed DRESS (n = 5). Immunohistochemistry assays were carried out with the following antibodies: CD3, CD4, CD8, CD45RO and FoxP3. Positive cells were normalized to the number of CD3+ cells present. Results Skin infiltrating T-cells were mainly found in the dermis. Dermal and epidermal CD4+ T-cells (and CD4+/CD8+ ratios) were lower in HIV-positive vs. negative DRESS; p < 0.001 and p = 0.004, respectively; without correlation to whole blood CD4 cell counts. In contrast, no difference in dermal CD4+FoxP3+ T-cells was found in HIV-positive vs. negative DRESS, median (IQR) CD4+FoxP3+ T-cells: [10 (0-30) cells/mm2 vs. 4 (3-8) cells/mm2, p = 0.325]. HIV-positive DRESS patients reacting to more than one drug had no difference in CD8+ T-cell infiltrates, but higher epidermal and dermal CD4+FoxP3+ T-cell infiltrates compared to single drug reactors. Conclusion DRESS, irrespective of HIV status, was associated with an increased skin infiltration of CD8+ T-cells, while CD4+ T-cells were lower in HIV-positive DRESS compared to HIV-negative DRESS skin. While inter-individual variation was high, the frequency of dermal CD4+FoxP3+ T-cells was higher in HIV-positive DRESS cases reacting to more than one drug. Further research is warranted to understand the clinical impact of these changes.
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Affiliation(s)
- Tafadzwa Chimbetete
- Division of Allergy and Clinical Immunology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Phuti Choshi
- Division of Allergy and Clinical Immunology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Sarah Pedretti
- Allergy and Immunology Unit, University of Cape Town Lung Institute, Cape Town, South Africa
| | - Mireille Porter
- Division of Allergy and Clinical Immunology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Riyaadh Roberts
- Division of Anatomical Pathology, Department of Pathology, University of Cape Town, Cape Town, South Africa
| | - Rannakoe Lehloenya
- Division of Dermatology, Department of Medicine, University of Cape Town, Cape Town, South Africa
- Combined Drug Allergy Clinic, Groote Schuur Hospital, Cape Town, South Africa
| | - Jonathan Peter
- Division of Allergy and Clinical Immunology, Department of Medicine, University of Cape Town, Cape Town, South Africa
- Allergy and Immunology Unit, University of Cape Town Lung Institute, Cape Town, South Africa
- Combined Drug Allergy Clinic, Groote Schuur Hospital, Cape Town, South Africa
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8
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Blaauw MJ, Cristina dos Santos J, Vadaq N, Trypsteen W, van der Heijden W, Groenendijk A, Zhang Z, Li Y, de Mast Q, Netea MG, Joosten LA, Vandekerckhove L, van der Ven A, Matzaraki V. Targeted plasma proteomics identifies MICA and IL1R1 proteins associated with HIV-1 reservoir size. iScience 2023; 26:106486. [PMID: 37091231 PMCID: PMC10113782 DOI: 10.1016/j.isci.2023.106486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 01/18/2023] [Accepted: 03/18/2023] [Indexed: 04/08/2023] Open
Abstract
HIV-1 reservoir shows high variability in size and activity among virally suppressed individuals. Differences in the size of the viral reservoir may relate to differences in plasma protein concentrations. We tested whether plasma protein expression levels are associated with levels of cell-associated (CA) HIV-1 DNA and RNA in 211 virally suppressed people living with HIV (PLHIV). Plasma concentrations of FOLR1, IL1R1, MICA, and FETUB showed a positive association with CA HIV-1 RNA and DNA. Moreover, SNPs in close proximity to IL1R1 and MICA genes were found to influence the levels of CA HIV-1 RNA and DNA. We found a difference in mRNA expression of the MICA gene in homozygotes carrying the rs9348866-A allele compared to the ones carrying the G allele (p < 0.005). Overall, our findings pinpoint plasma proteins that could serve as potential targets for therapeutic interventions to lower or even eradicate cells containing CA HIV-1 RNA and DNA in PLHIV.
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9
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Vos WAJW, Groenendijk AL, Blaauw MJT, van Eekeren LE, Navas A, Cleophas MCP, Vadaq N, Matzaraki V, dos Santos JC, Meeder EMG, Fröberg J, Weijers G, Zhang Y, Fu J, ter Horst R, Bock C, Knoll R, Aschenbrenner AC, Schultze J, Vanderkerckhove L, Hwandih T, Wonderlich ER, Vemula SV, van der Kolk M, de Vet SCP, Blok WL, Brinkman K, Rokx C, Schellekens AFA, de Mast Q, Joosten LAB, Berrevoets MAH, Stalenhoef JE, Verbon A, van Lunzen J, Netea MG, van der Ven AJAM. The 2000HIV study: Design, multi-omics methods and participant characteristics. Front Immunol 2022; 13:982746. [PMID: 36605197 PMCID: PMC9809279 DOI: 10.3389/fimmu.2022.982746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 10/25/2022] [Indexed: 01/07/2023] Open
Abstract
Background Even during long-term combination antiretroviral therapy (cART), people living with HIV (PLHIV) have a dysregulated immune system, characterized by persistent immune activation, accelerated immune ageing and increased risk of non-AIDS comorbidities. A multi-omics approach is applied to a large cohort of PLHIV to understand pathways underlying these dysregulations in order to identify new biomarkers and novel genetically validated therapeutic drugs targets. Methods The 2000HIV study is a prospective longitudinal cohort study of PLHIV on cART. In addition, untreated HIV spontaneous controllers were recruited. In-depth multi-omics characterization will be performed, including genomics, epigenomics, transcriptomics, proteomics, metabolomics and metagenomics, functional immunological assays and extensive immunophenotyping. Furthermore, the latent viral reservoir will be assessed through cell associated HIV-1 RNA and DNA, and full-length individual proviral sequencing on a subset. Clinical measurements include an ECG, carotid intima-media thickness and plaque measurement, hepatic steatosis and fibrosis measurement as well as psychological symptoms and recreational drug questionnaires. Additionally, considering the developing pandemic, COVID-19 history and vaccination was recorded. Participants return for a two-year follow-up visit. The 2000HIV study consists of a discovery and validation cohort collected at separate sites to immediately validate any finding in an independent cohort. Results Overall, 1895 PLHIV from four sites were included for analysis, 1559 in the discovery and 336 in the validation cohort. The study population was representative of a Western European HIV population, including 288 (15.2%) cis-women, 463 (24.4%) non-whites, and 1360 (71.8%) MSM (Men who have Sex with Men). Extreme phenotypes included 114 spontaneous controllers, 81 rapid progressors and 162 immunological non-responders. According to the Framingham score 321 (16.9%) had a cardiovascular risk of >20% in the next 10 years. COVID-19 infection was documented in 234 (12.3%) participants and 474 (25.0%) individuals had received a COVID-19 vaccine. Conclusion The 2000HIV study established a cohort of 1895 PLHIV that employs multi-omics to discover new biological pathways and biomarkers to unravel non-AIDS comorbidities, extreme phenotypes and the latent viral reservoir that impact the health of PLHIV. The ultimate goal is to contribute to a more personalized approach to the best standard of care and a potential cure for PLHIV.
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Affiliation(s)
- Wilhelm A. J. W. Vos
- Department of Internal Medicine and Infectious Diseases, Radboudumc, Radboud University, Nijmegen, Netherlands,Department of Internal Medicine and Infectious Diseases, OLVG, Amsterdam, Netherlands,*Correspondence: Wilhelm A. J. W. Vos,
| | - Albert L. Groenendijk
- Department of Internal Medicine and Infectious Diseases, Radboudumc, Radboud University, Nijmegen, Netherlands,Department of Internal Medicine and Department of Medical Microbiology and Infectious diseases, Erasmus Medical Center (MC), Erasmus University, Rotterdam, Netherlands
| | - Marc J. T. Blaauw
- Department of Internal Medicine and Infectious Diseases, Radboudumc, Radboud University, Nijmegen, Netherlands,Department of Internal Medicine and Infectious Diseases, Elizabeth-Tweesteden Ziekenhuis, Tilburg, Netherlands
| | - Louise E. van Eekeren
- Department of Internal Medicine and Infectious Diseases, Radboudumc, Radboud University, Nijmegen, Netherlands
| | - Adriana Navas
- Department of Internal Medicine and Infectious Diseases, Radboudumc, Radboud University, Nijmegen, Netherlands
| | - Maartje C. P. Cleophas
- Department of Internal Medicine and Infectious Diseases, Radboudumc, Radboud University, Nijmegen, Netherlands
| | - Nadira Vadaq
- Department of Internal Medicine and Infectious Diseases, Radboudumc, Radboud University, Nijmegen, Netherlands
| | - Vasiliki Matzaraki
- Department of Internal Medicine and Infectious Diseases, Radboudumc, Radboud University, Nijmegen, Netherlands
| | - Jéssica C. dos Santos
- Department of Internal Medicine and Infectious Diseases, Radboudumc, Radboud University, Nijmegen, Netherlands
| | - Elise M. G. Meeder
- Department of Psychiatry, Radboudumc, Radboud University, Nijmegen, Netherlands,Donders Institute for Brain, Radboud University, Cognition and Behavior, Nijmegen, Netherlands,Nijmegen Institute for Scientist-Practitioners in Addiction (NISPA), Radboud University, Nijmegen, Netherlands
| | - Janeri Fröberg
- Department of Internal Medicine and Infectious Diseases, Radboudumc, Radboud University, Nijmegen, Netherlands
| | - Gert Weijers
- Medical UltraSound Imaging Center (MUSIC) Department of Medical Imaging, Radboudumc, Radboud University, Nijmegen, Netherlands
| | - Yue Zhang
- Universitair Medisch Centrum Groningen, University of Groningen, Groningen, Netherlands
| | - Jingyuan Fu
- Universitair Medisch Centrum Groningen, University of Groningen, Groningen, Netherlands
| | - Rob ter Horst
- Center for Molecular Medicine (CeMM) Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
| | - Christoph Bock
- Center for Molecular Medicine (CeMM) Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria,Medical University of Vienna, Center for Medical Statistics, Informatics and Intelligent Systems (CeMSIIS), Institute of Artificial Intelligence, Vienna, Austria
| | - Rainer Knoll
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) eingetragener Verein (e.V.), Bonn, Germany,Genomics & Immunoregulation, Life & Medical Sciences (LIMES) Institute, University of Bonn, Bonn, Germany
| | - Anna C. Aschenbrenner
- Department of Internal Medicine and Infectious Diseases, Radboudumc, Radboud University, Nijmegen, Netherlands,Platform for Single Cell Genomics and Epigenomics (PRECISE), DZNE and University of Bonn, Bonn, Germany
| | - Joachim Schultze
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) eingetragener Verein (e.V.), Bonn, Germany,Genomics & Immunoregulation, Life & Medical Sciences (LIMES) Institute, University of Bonn, Bonn, Germany,Platform for Single Cell Genomics and Epigenomics (PRECISE), DZNE and University of Bonn, Bonn, Germany
| | - Linos Vanderkerckhove
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, Ghent, Belgium
| | - Talent Hwandih
- Medical Science Department, Sysmex Europe Societas Europaea (SE), Norderstedt, Germany
| | | | - Sai V. Vemula
- Clinical Development, ViiV Healthcare, Durham, NC, United States
| | - Mike van der Kolk
- Translational Medical Research, ViiV Healthcare, Brentford, United Kingdom
| | - Sterre C. P. de Vet
- Department of Internal Medicine and Infectious Diseases, OLVG, Amsterdam, Netherlands
| | - Willem L. Blok
- Department of Internal Medicine and Infectious Diseases, OLVG, Amsterdam, Netherlands
| | - Kees Brinkman
- Department of Internal Medicine and Infectious Diseases, OLVG, Amsterdam, Netherlands
| | - Casper Rokx
- Department of Internal Medicine and Department of Medical Microbiology and Infectious diseases, Erasmus Medical Center (MC), Erasmus University, Rotterdam, Netherlands
| | - Arnt F. A. Schellekens
- Department of Psychiatry, Radboudumc, Radboud University, Nijmegen, Netherlands,Donders Institute for Brain, Radboud University, Cognition and Behavior, Nijmegen, Netherlands,Nijmegen Institute for Scientist-Practitioners in Addiction (NISPA), Radboud University, Nijmegen, Netherlands
| | - Quirijn de Mast
- Department of Internal Medicine and Infectious Diseases, Radboudumc, Radboud University, Nijmegen, Netherlands
| | - Leo A. B. Joosten
- Department of Internal Medicine and Infectious Diseases, Radboudumc, Radboud University, Nijmegen, Netherlands,Department of Medical Genetics, Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - Marvin A. H. Berrevoets
- Department of Internal Medicine and Infectious Diseases, Elizabeth-Tweesteden Ziekenhuis, Tilburg, Netherlands
| | - Janneke E. Stalenhoef
- Department of Internal Medicine and Infectious Diseases, OLVG, Amsterdam, Netherlands
| | - Annelies Verbon
- Department of Internal Medicine and Department of Medical Microbiology and Infectious diseases, Erasmus Medical Center (MC), Erasmus University, Rotterdam, Netherlands
| | - Jan van Lunzen
- Translational Medical Research, ViiV Healthcare, Brentford, United Kingdom
| | - Mihai G. Netea
- Department of Internal Medicine and Infectious Diseases, Radboudumc, Radboud University, Nijmegen, Netherlands,Department of Immunology and Metabolism, Life and Medical Sciences Institute, University of Bonn, Bonn, Germany
| | - Andre J. A. M. van der Ven
- Department of Internal Medicine and Infectious Diseases, Radboudumc, Radboud University, Nijmegen, Netherlands
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10
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Vadaq N, van de Wijer L, van Eekeren LE, Koenen H, de Mast Q, Joosten LAB, Netea MG, Matzaraki V, van der Ven AJAM. Targeted plasma proteomics reveals upregulation of distinct inflammatory pathways in people living with HIV. iScience 2022; 25:105089. [PMID: 36157576 PMCID: PMC9494231 DOI: 10.1016/j.isci.2022.105089] [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: 04/05/2022] [Revised: 06/14/2022] [Accepted: 09/02/2022] [Indexed: 11/16/2022] Open
Abstract
Despite antiretroviral therapy (ART), people living with HIV (PLHIV) display persistent inflammation leading to non-AIDS-related co-morbidities. To better understand underlying mechanisms, we compared targeted plasma inflammatory protein concentration (n = 92) between a cohort of 192 virally suppressed PLHIV, who were followed-up for five years, and 416 healthy controls (HC). Findings were validated in an independent cohort of 649 virally suppressed PLHIV and 98 HC. Compared to HC, PLHIV exhibited distinctively upregulated inflammatory proteins, including mucosal defense chemokines, CCR5 and CXCR3 ligands, and growth factors. Unsupervised clustering of inflammatory proteins clearly differentiated PLHIV with low (n = 123) and high inflammation (n = 65), the latter having a 3.4 relative risk (95% confidence interval 1.2-9.8) to develop malignancies and trend for cardiovascular events during a 5-year follow-up. The best protein predictors discriminating the two inflammatory endotypes were PD-L1, VEGFA, LAP TGF β-1, and TNFRSF9. Our data provide insights into co-morbidities associated inflammatory changes in PLHIV on long-term ART.
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Affiliation(s)
- Nadira Vadaq
- Department of Internal Medicine, Radboudumc Center for Infectious Diseases, Radboud Institute of Health Science (RIHS), Radboud University Medical Center, Nijmegen, the Netherlands.,Center for Tropical and Infectious Diseases (CENTRID), Faculty of Medicine, Diponegoro University, Dr. Kariadi Hospital, Semarang, Indonesia
| | - Lisa van de Wijer
- Department of Internal Medicine, Radboudumc Center for Infectious Diseases, Radboud Institute of Health Science (RIHS), Radboud University Medical Center, Nijmegen, the Netherlands
| | - Louise E van Eekeren
- Department of Internal Medicine, Radboudumc Center for Infectious Diseases, Radboud Institute of Health Science (RIHS), Radboud University Medical Center, Nijmegen, the Netherlands
| | - Hans Koenen
- Department of Laboratory Medicine, Laboratory of Medical Immunology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Quirijn de Mast
- Department of Internal Medicine, Radboudumc Center for Infectious Diseases, Radboud Institute of Health Science (RIHS), Radboud University Medical Center, Nijmegen, the Netherlands
| | - Leo A B Joosten
- Department of Internal Medicine, Radboudumc Center for Infectious Diseases, Radboud Institute of Health Science (RIHS), Radboud University Medical Center, Nijmegen, the Netherlands.,Department of Medical Genetics, Iuliu Haţieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - Mihai G Netea
- Department of Internal Medicine, Radboudumc Center for Infectious Diseases, Radboud Institute of Health Science (RIHS), Radboud University Medical Center, Nijmegen, the Netherlands.,Department of Immunology and Metabolism, Life and Medical Sciences Institute, University of Bonn, Germany
| | - Vasiliki Matzaraki
- Department of Internal Medicine, Radboudumc Center for Infectious Diseases, Radboud Institute of Health Science (RIHS), Radboud University Medical Center, Nijmegen, the Netherlands
| | - André J A M van der Ven
- Department of Internal Medicine, Radboudumc Center for Infectious Diseases, Radboud Institute of Health Science (RIHS), Radboud University Medical Center, Nijmegen, the Netherlands
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11
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Vadaq N, Zhang Y, Meeder E, Van de Wijer L, Gasem MH, Joosten LAB, Netea MG, de Mast Q, Matzaraki V, Schellekens A, Fu J, van der Ven AJAM. Microbiome-Related Indole and Serotonin Metabolites are Linked to Inflammation and Psychiatric Symptoms in People Living with HIV. Int J Tryptophan Res 2022; 15:11786469221126888. [PMID: 36187510 PMCID: PMC9520182 DOI: 10.1177/11786469221126888] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 08/30/2022] [Indexed: 11/18/2022] Open
Abstract
Background People living with HIV (PLHIV) exhibit dysregulation of tryptophan metabolism. Altered gut microbiome composition in PLHIV might be involved. Mechanistic consequences within the 3 major tryptophan metabolism pathways (serotonin, kynurenine, and indoles), and functional consequences for platelet, immune and behavioral functions are unknown. We investigated plasma tryptophan metabolites, gut microbiome composition, and their association with platelet function, inflammation, and psychiatric symptoms. Methods This study included 211 PLHIV on long-term antiretroviral treatment (ART). Plasma tryptophan pathway metabolites were measured using time-of-flight mass spectrometry. Bacterial composition was profiled using metagenomic sequencing. Platelet reactivity and serotonin levels were quantified by flowcytometry and ELISA, respectively. Circulating inflammatory markers were determined using ELISA. Symptoms of depression and impulsivity were measured by DASS-42 and BIS-11 self-report questionnaires, respectively. Results Plasma serotonin and indole metabolites were associated with gut bacterial composition. Notably, species enriched in PLHIV were associated with 3-methyldioxyindole. Platelet serotonin concentrations were elevated in PLHIV, without effects on platelet reactivity. Plasma serotonin and indole metabolites were positively associated with plasma IL-10 and TNF-α concentrations. Finally, higher tryptophan, serotonin, and indole metabolites were associated with lower depression and anxiety, whereas higher kynurenine metabolites were associated with increased impulsivity. Conclusion Our results suggest that gut bacterial composition and dysbiosis in PLHIV on ART contribute to tryptophan metabolism, which may have clinical consequences for immune function and behavior.
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Affiliation(s)
- Nadira Vadaq
- Department of Internal Medicine, Radboudumc Center for Infectious Diseases, Radboud Institute of Health Science (RIHS), Radboud University Medical Center, Nijmegen, The Netherlands
- Center for Tropical and Infectious Diseases (CENTRID), Faculty of Medicine, Diponegoro University, Dr. Kariadi Hospital, Semarang, Indonesia
| | - Yue Zhang
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Elise Meeder
- Department of Psychiatry, Radboud University Medical Centre, Nijmegen, The Netherlands
- Nijmegen Institute for Scientist-Practitioners in Addiction (NISPA), Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behavior, Radboud University, Nijmegen, The Netherlands
| | - Lisa Van de Wijer
- Department of Internal Medicine, Radboudumc Center for Infectious Diseases, Radboud Institute of Health Science (RIHS), Radboud University Medical Center, Nijmegen, The Netherlands
| | - Muhammad Hussein Gasem
- Center for Tropical and Infectious Diseases (CENTRID), Faculty of Medicine, Diponegoro University, Dr. Kariadi Hospital, Semarang, Indonesia
- Department of Internal Medicine, Faculty of Medicine Diponegoro University-Dr. Kariadi Hospital, Semarang, Indonesia
| | - Leo AB Joosten
- Department of Internal Medicine, Radboudumc Center for Infectious Diseases, Radboud Institute of Health Science (RIHS), Radboud University Medical Center, Nijmegen, The Netherlands
| | - Mihai G Netea
- Department of Internal Medicine, Radboudumc Center for Infectious Diseases, Radboud Institute of Health Science (RIHS), Radboud University Medical Center, Nijmegen, The Netherlands
- Department for Immunology and Metabolism, Life and Medical Sciences Institute, University of Bonn, Bonn, Germany
| | - Quirijn de Mast
- Department of Internal Medicine, Radboudumc Center for Infectious Diseases, Radboud Institute of Health Science (RIHS), Radboud University Medical Center, Nijmegen, The Netherlands
| | - Vasiliki Matzaraki
- Department of Internal Medicine, Radboudumc Center for Infectious Diseases, Radboud Institute of Health Science (RIHS), Radboud University Medical Center, Nijmegen, The Netherlands
| | - Arnt Schellekens
- Department of Psychiatry, Radboud University Medical Centre, Nijmegen, The Netherlands
- Nijmegen Institute for Scientist-Practitioners in Addiction (NISPA), Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behavior, Radboud University, Nijmegen, The Netherlands
| | - Jingyuan Fu
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Department of Pediatrics, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - André JAM van der Ven
- Department of Internal Medicine, Radboudumc Center for Infectious Diseases, Radboud Institute of Health Science (RIHS), Radboud University Medical Center, Nijmegen, The Netherlands
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12
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Navas A, Van de Wijer L, Jacobs-Cleophas M, Schimmel-Naber AM, van Cranenbroek B, van der Heijden WA, van der Lei RJ, Vergara Z, Netea MG, van der Ven AJAM, Kapinsky M, Koenen HJPM, Joosten LAB. Comprehensive phenotyping of circulating immune cell subsets in people living with HIV. J Immunol Methods 2022; 507:113307. [PMID: 35760096 DOI: 10.1016/j.jim.2022.113307] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 06/16/2022] [Accepted: 06/21/2022] [Indexed: 11/30/2022]
Abstract
Systemic chronic inflammation and immune dysfunction are recognized as drivers of the development of non-AIDS related comorbidities (NARCs) in people living with HIV (PLHIV). In order to lower the risk of NARCs, it is critical to elucidate what is the contribution of alterations in the composition and function of circulating immune cells to NARCs-related pathogenesis. Findings from previous immunophenotyping studies in PLHIV are highly heterogeneous and it is not fully understood to what extent phenotypic changes on immune cells play a role in the dysregulated inflammatory response observed. In this study, three flow cytometry panels were designed and standardized to phenotypically and functionally identify the main circulating immune cell subsets in PLHIV. To reduce variability, up to 10 markers out of the approximately 20 markers in each panel were used in a custom dry format DURA Innovations (LUCID product line). Intra-assay precision tests performed for the selected cell subsets showed that the three panels had a %CV below 18% for percent of positive cells and the MFI (mean fluorescent intensity) of lineage markers. Our reported pipeline for immunophenotypic analysis facilitated the discrimination of 1153 cell populations, providing an integrated overview of circulating innate and adaptative immune cells as well as the cells' functional status in terms of activation, exhaustion, and maturation. When combined with unsupervised computational techniques, this standardized immunophenotyping approach may support the discovery of novel phenotypes with clinical relevance in NARCs and demonstrate future utility in other immune-mediated diseases.
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Affiliation(s)
- Adriana Navas
- Department of Internal Medicine and Radboud Center for Infectious Diseases (RCI), Radboud university medical center, Nijmegen, the Netherlands.
| | - Lisa Van de Wijer
- Department of Internal Medicine and Radboud Center for Infectious Diseases (RCI), Radboud university medical center, Nijmegen, the Netherlands
| | - Maartje Jacobs-Cleophas
- Department of Internal Medicine and Radboud Center for Infectious Diseases (RCI), Radboud university medical center, Nijmegen, the Netherlands
| | - A Marlies Schimmel-Naber
- Department of Laboratory Medicine, Laboratory for Medical Immunology, Radboud university medical center, Nijmegen, the Netherlands
| | - Bram van Cranenbroek
- Department of Laboratory Medicine, Laboratory for Medical Immunology, Radboud university medical center, Nijmegen, the Netherlands
| | - Wouter A van der Heijden
- Department of Internal Medicine and Radboud Center for Infectious Diseases (RCI), Radboud university medical center, Nijmegen, the Netherlands
| | - Roelof J van der Lei
- Beckman Coulter Life Sciences, 5350 Lakeview Pkwy S Drive Indianapolis, Indiana 46268, United States
| | - Zaida Vergara
- Beckman Coulter Life Sciences, 5350 Lakeview Pkwy S Drive Indianapolis, Indiana 46268, United States
| | - Mihai G Netea
- Department of Internal Medicine and Radboud Center for Infectious Diseases (RCI), Radboud university medical center, Nijmegen, the Netherlands; Department of Immunology and Metabolism, Life and Medical Sciences Institute, University of Bonn, Germany
| | - André J A M van der Ven
- Department of Internal Medicine and Radboud Center for Infectious Diseases (RCI), Radboud university medical center, Nijmegen, the Netherlands
| | - Michael Kapinsky
- Beckman Coulter Life Sciences, 5350 Lakeview Pkwy S Drive Indianapolis, Indiana 46268, United States
| | - Hans J P M Koenen
- Department of Laboratory Medicine, Laboratory for Medical Immunology, Radboud university medical center, Nijmegen, the Netherlands
| | - Leo A B Joosten
- Department of Internal Medicine and Radboud Center for Infectious Diseases (RCI), Radboud university medical center, Nijmegen, the Netherlands; Department of Medical Genetics, Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania.
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13
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Navigating the complexity of chronic HIV-1 associated immune dysregulation. Curr Opin Immunol 2022; 76:102186. [PMID: 35567953 DOI: 10.1016/j.coi.2022.102186] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Accepted: 04/07/2022] [Indexed: 11/24/2022]
Abstract
Despite successful viral suppression with antiretroviral therapy, chronic HIV-1 infection is associated with ongoing immune dysfunction. Investigation of the complex immune response in treated and untreated individuals with chronic HIV-1 infection is warranted. Immune alterations such as monocyte phenotype and Th-17/Treg ratios often persist years after the reduction in viraemia and predispose many individuals to long-term comorbidities such as cardiovascular disease or cancer. Furthermore, while there has been extensive research on the latent reservoir of treated patients with chronic HIV-1, which prevents the discontinuation of treatment, the mechanism behind this remains elusive and needs further investigation. In this review, we assist in navigating the recent research on these groups of individuals and provide a basis for further investigation.
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14
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Overview of Memory NK Cells in Viral Infections: Possible Role in SARS-CoV-2 Infection. IMMUNO 2022. [DOI: 10.3390/immuno2010005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
NK cells have usually been defined as cells of the innate immune system, although they are also involved in adaptative responses. These cells belong to the innate lymphocyte cells (ILC) family. They remove unwanted cells, tumoral cells and pathogens. NK cells are essential for viral infection clearance and are involved in tolerogenic responses depending on the dynamic balance of the repertoire of activating and inhibitory receptors. NK plasticity is crucial for tissue function and vigilant immune responses. They directly eliminate virus-infected cells by recognising viral protein antigens using a non-MHC dependent mechanism, recognising viral glycan structures and antigens by NCR family receptors, inducing apoptosis by Fas-Fas ligand interaction, and killing cells by antibody-dependent cell cytotoxicity via the FcγIII receptor. Activating receptors are responsible for the clearance of virally infected cells, while inhibitory KIR receptor activation impairs NK responses and facilitates virus escape. Effective NK memory cells have been described and characterised by a low NKG2A and high NKG2C or NKG2D expression. NK cells have also been used in cell therapy. In SARS-CoV-2 infection, several contradicting reports about the role of NK cells have been published. A careful analysis of the current data and possible implications will be discussed.
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Ivison GT, Vendrame E, Martínez-Colón GJ, Ranganath T, Vergara R, Zhao NQ, Martin MP, Bendall SC, Carrington M, Cyktor JC, McMahon DK, Eron J, Jones RB, Mellors JW, Bosch RJ, Gandhi RT, Holmes S, Blish CA. Natural Killer Cell Receptors and Ligands Are Associated With Markers of HIV-1 Persistence in Chronically Infected ART Suppressed Patients. Front Cell Infect Microbiol 2022; 12:757846. [PMID: 35223535 PMCID: PMC8866573 DOI: 10.3389/fcimb.2022.757846] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Accepted: 01/21/2022] [Indexed: 11/13/2022] Open
Abstract
The latent HIV-1 reservoir represents a major barrier to achieving a long-term antiretroviral therapy (ART)-free remission or cure for HIV-1. Natural Killer (NK) cells are innate immune cells that play a critical role in controlling viral infections and have been shown to be involved in preventing HIV-1 infection and, in those who are infected, delaying time to progression to AIDS. However, their role in limiting HIV-1 persistence on long term ART is still uncharacterized. To identify associations between markers of HIV-1 persistence and the NK cell receptor-ligand repertoire, we used twin mass cytometry panels to characterize the peripheral blood NK receptor-ligand repertoire in individuals with long-term antiretroviral suppression enrolled in the AIDS Clinical Trial Group A5321 study. At the time of testing, participants had been on ART for a median of 7 years, with virological suppression <50 copies/mL since at most 48 weeks on ART. We found that the NK cell receptor and ligand repertoires did not change across three longitudinal samples over one year-a median of 25 weeks and 50 weeks after the initial sampling. To determine the features of the receptor-ligand repertoire that associate with markers of HIV-1 persistence, we performed a LASSO normalized regression. This analysis revealed that the NK cell ligands CD58, HLA-B, and CRACC, as well as the killer cell immunoglobulin-like receptors (KIRs) KIR2DL1, KIR2DL3, and KIR2DS4 were robustly predictive of markers of HIV-1 persistence, as measured by total HIV-1 cell-associated DNA, HIV-1 cell-associated RNA, and single copy HIV-RNA assays. To characterize the roles of cell populations defined by multiple markers, we augmented the LASSO analysis with FlowSOM clustering. This analysis found that a less mature NK cell phenotype (CD16+CD56dimCD57-LILRB1-NKG2C-) was associated with lower HIV-1 cell associated DNA. Finally, we found that surface expression of HLA-Bw6 measured by CyTOF was associated with lower HIV-1 persistence. Genetic analysis revealed that this was driven by lower HIV-1 persistence in HLA-Bw4/6 heterozygotes. These findings suggest that there may be a role for NK cells in controlling HIV-1 persistence in individuals on long-term ART, which must be corroborated by future studies.
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Affiliation(s)
- Geoffrey T Ivison
- Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, United States.,Department of Pathology, Stanford University School of Medicine, Stanford, CA, United States.,Program in Immunology, Stanford University School of Medicine, Stanford, CA, United States
| | - Elena Vendrame
- Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, United States
| | - Giovanny J Martínez-Colón
- Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, United States
| | - Thanmayi Ranganath
- Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, United States
| | - Rosemary Vergara
- Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, United States
| | - Nancy Q Zhao
- Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, United States.,Program in Immunology, Stanford University School of Medicine, Stanford, CA, United States
| | - Maureen P Martin
- Basic Science Program, Frederick National Laboratory for Cancer Research, National, Cancer Institute, Frederick, MD, United States.,Laboratory of Integrative Cancer, Immunology, Center for Cancer Research, National Cancer Institute, Bethesda, MD, United States
| | - Sean C Bendall
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, United States
| | - Mary Carrington
- Basic Science Program, Frederick National Laboratory for Cancer Research, National, Cancer Institute, Frederick, MD, United States.,Laboratory of Integrative Cancer, Immunology, Center for Cancer Research, National Cancer Institute, Bethesda, MD, United States.,Ragon Institute of Massachusetts General Hospital (MGH), Massachusetts Institute of Technology (MIT), and Harvard, Boston, MA, United States
| | - Joshua C Cyktor
- Division of Infectious Diseases, University of Pittsburgh, Pittsburgh, PA, United States
| | - Deborah K McMahon
- Division of Infectious Diseases, University of Pittsburgh, Pittsburgh, PA, United States.,Department of Infectious Diseases and Microbiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA, United States
| | - Joseph Eron
- Division of Infectious Diseases, University of North Carolina, Chapel Hill, NC, United States
| | - R Brad Jones
- Division of Infectious Diseases, Department of Medicine, Weill Cornell Medicine, New York, NY, United States
| | - John W Mellors
- Division of Infectious Diseases, University of Pittsburgh, Pittsburgh, PA, United States
| | - Ronald J Bosch
- Center for Biostatistics in AIDS Research, Harvard TH Chan School of Public Health, Boston, MA, United States
| | - Rajesh T Gandhi
- Division of Infectious Diseases, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States.,Center for AIDS Research, Harvard University, Boston, MA, United States
| | - Susan Holmes
- Department of Statistics, School of Humanities and Sciences, Stanford University, Stanford, CA, United States
| | - Catherine A Blish
- Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, United States.,Chan Zuckerberg Biohub, San Francisco, CA, United States
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Mulder MLM, He X, van den Reek JMPA, Urbano PCM, Kaffa C, Wang X, van Cranenbroek B, van Rijssen E, van den Hoogen FHJ, Joosten I, Alkema W, de Jong EMGJ, Smeets RL, Wenink MH, Koenen HJPM. Blood-Based Immune Profiling Combined with Machine Learning Discriminates Psoriatic Arthritis from Psoriasis Patients. Int J Mol Sci 2021; 22:ijms222010990. [PMID: 34681660 PMCID: PMC8538368 DOI: 10.3390/ijms222010990] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 10/04/2021] [Accepted: 10/08/2021] [Indexed: 12/22/2022] Open
Abstract
Psoriasis (Pso) is a chronic inflammatory skin disease, and up to 30% of Pso patients develop psoriatic arthritis (PsA), which can lead to irreversible joint damage. Early detection of PsA in Pso patients is crucial for timely treatment but difficult for dermatologists to implement. We, therefore, aimed to find disease-specific immune profiles, discriminating Pso from PsA patients, possibly facilitating the correct identification of Pso patients in need of referral to a rheumatology clinic. The phenotypes of peripheral blood immune cells of consecutive Pso and PsA patients were analyzed, and disease-specific immune profiles were identified via a machine learning approach. This approach resulted in a random forest classification model capable of distinguishing PsA from Pso (mean AUC = 0.95). Key PsA-classifying cell subsets selected included increased proportions of differentiated CD4+CD196+CD183-CD194+ and CD4+CD196-CD183-CD194+ T-cells and reduced proportions of CD196+ and CD197+ monocytes, memory CD4+ and CD8+ T-cell subsets and CD4+ regulatory T-cells. Within PsA, joint scores showed an association with memory CD8+CD45RA-CD197- effector T-cells and CD197+ monocytes. To conclude, through the integration of in-depth flow cytometry and machine learning, we identified an immune cell profile discriminating PsA from Pso. This immune profile may aid in timely diagnosing PsA in Pso.
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Affiliation(s)
- Michelle L. M. Mulder
- Department of Rheumatology, Sint Maartenskliniek, 6524 Nijmegen, The Netherlands; (M.L.M.M.); (F.H.J.v.d.H.); (M.H.W.)
- Department of Dermatology, Radboud University Medical Center, 6524 Nijmegen, The Netherlands; (J.M.P.A.v.d.R.); (E.M.G.J.d.J.)
| | - Xuehui He
- Department of Laboratory Medicine—Medical Immunology, Department of Dermatology, Radboud University Medical Center, 6524 Nijmegen, The Netherlands; (X.H.); (P.C.M.U.); (B.v.C.); (E.v.R.); (I.J.); (R.L.S.)
| | - Juul M. P. A. van den Reek
- Department of Dermatology, Radboud University Medical Center, 6524 Nijmegen, The Netherlands; (J.M.P.A.v.d.R.); (E.M.G.J.d.J.)
| | - Paulo C. M. Urbano
- Department of Laboratory Medicine—Medical Immunology, Department of Dermatology, Radboud University Medical Center, 6524 Nijmegen, The Netherlands; (X.H.); (P.C.M.U.); (B.v.C.); (E.v.R.); (I.J.); (R.L.S.)
| | - Charlotte Kaffa
- Center for Molecular and Biomolecular Informatics, Radboud University Medical Center, 6524 Nijmegen, The Netherlands;
| | - Xinhui Wang
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, L-4475 Belvaux, Luxembourg;
- College of Computer Science, Qinghai Normal University, Xining 810000, China
| | - Bram van Cranenbroek
- Department of Laboratory Medicine—Medical Immunology, Department of Dermatology, Radboud University Medical Center, 6524 Nijmegen, The Netherlands; (X.H.); (P.C.M.U.); (B.v.C.); (E.v.R.); (I.J.); (R.L.S.)
| | - Esther van Rijssen
- Department of Laboratory Medicine—Medical Immunology, Department of Dermatology, Radboud University Medical Center, 6524 Nijmegen, The Netherlands; (X.H.); (P.C.M.U.); (B.v.C.); (E.v.R.); (I.J.); (R.L.S.)
| | - Frank H. J. van den Hoogen
- Department of Rheumatology, Sint Maartenskliniek, 6524 Nijmegen, The Netherlands; (M.L.M.M.); (F.H.J.v.d.H.); (M.H.W.)
| | - Irma Joosten
- Department of Laboratory Medicine—Medical Immunology, Department of Dermatology, Radboud University Medical Center, 6524 Nijmegen, The Netherlands; (X.H.); (P.C.M.U.); (B.v.C.); (E.v.R.); (I.J.); (R.L.S.)
| | - Wynand Alkema
- Institute for Life Science and Technology, Hanze University of Applied Sciences, 9727 Groningen, The Netherlands;
- TenWise BV, 5344 KX Oss, The Netherlands
| | - Elke M. G. J. de Jong
- Department of Dermatology, Radboud University Medical Center, 6524 Nijmegen, The Netherlands; (J.M.P.A.v.d.R.); (E.M.G.J.d.J.)
| | - Ruben L. Smeets
- Department of Laboratory Medicine—Medical Immunology, Department of Dermatology, Radboud University Medical Center, 6524 Nijmegen, The Netherlands; (X.H.); (P.C.M.U.); (B.v.C.); (E.v.R.); (I.J.); (R.L.S.)
- Department of Laboratory Medicine, Laboratory for Diagnostics, Radboud University Medical Center, 6524 Nijmegen, The Netherlands
| | - Mark H. Wenink
- Department of Rheumatology, Sint Maartenskliniek, 6524 Nijmegen, The Netherlands; (M.L.M.M.); (F.H.J.v.d.H.); (M.H.W.)
| | - Hans J. P. M. Koenen
- Department of Laboratory Medicine—Medical Immunology, Department of Dermatology, Radboud University Medical Center, 6524 Nijmegen, The Netherlands; (X.H.); (P.C.M.U.); (B.v.C.); (E.v.R.); (I.J.); (R.L.S.)
- Correspondence: ; Tel.: +31-243-693-478
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