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Guedes MCS, Lopes-Araujo HF, dos Santos KF, Simões E, Carvalho-Silva WHV, Guimarães RL. How to properly define immunological nonresponse to antiretroviral therapy in people living with HIV? an integrative review. Front Immunol 2025; 16:1535565. [PMID: 40260259 PMCID: PMC12009852 DOI: 10.3389/fimmu.2025.1535565] [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: 11/27/2024] [Accepted: 03/20/2025] [Indexed: 04/23/2025] Open
Abstract
In recent decades, significant progress has been made in understanding the mechanisms underlying human immunodeficiency virus (HIV) infection and its treatment. Antiretroviral therapy (ART) has notable improved the life expectancy and quality of life for people living with HIV (PLHIV) by suppressing viral replication and promoting CD4+ T-cell recovery. However, despite its efficacy, approximately 10-40% of ART-treated PLHIV with virological suppression (<50 RNA copies/mL) do not achieve adequate immunological reconstitution. These PLHIV, classified as immunological non-responders (INR), experience higher morbidity and mortality rates compared to those with satisfactory immune reconstitution, known as immunological responders (IR). Various studies have explored the mechanisms contributing to immunological nonresponse, yet a major challenge remains: the lack of a standardized definition of immunological response and nonresponse across studies. Currently, definitions are inconsistent, limiting comparability between studies. This review proposes a clear and adequate classification for IR and INR PLHIV to support future advancements in understanding immunological recovery and improving the quality of life for ART-treated PLHIV.
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Affiliation(s)
- Maria Carolina Santos Guedes
- Department of Genetics, Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil
- Keizo Asami Institute (iLIKA), Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil
| | - Henrique Fernando Lopes-Araujo
- Department of Genetics, Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil
- Keizo Asami Institute (iLIKA), Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil
| | | | - Esaú Simões
- Keizo Asami Institute (iLIKA), Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil
| | - Wlisses Henrique Veloso Carvalho-Silva
- Department of Immunology, Aggeu Magalhães Institute (IAM/FIOCRUZ), Recife, Pernambuco, Brazil
- Life Sciences Nucleus, Agreste Academic Center (CAA), Federal University of Pernambuco (UFPE), Caruaru, Pernambuco, Brazil
| | - Rafael Lima Guimarães
- Department of Genetics, Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil
- Keizo Asami Institute (iLIKA), Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil
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Li W, Qing Y, Yu Q, Zhang H, Rang Z, Li S, Cui F. Alterations of the Intestinal Mucosal Barrier and Gut Fungal Microbiome in Asymptomatic HIV-Infected Patients. THE CANADIAN JOURNAL OF INFECTIOUS DISEASES & MEDICAL MICROBIOLOGY = JOURNAL CANADIEN DES MALADIES INFECTIEUSES ET DE LA MICROBIOLOGIE MEDICALE 2024; 2024:6995192. [PMID: 39886072 PMCID: PMC11779998 DOI: 10.1155/cjid/6995192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Accepted: 11/23/2024] [Indexed: 02/01/2025]
Abstract
Damage to the intestinal mucosal barrier and dysbiosis of the gut microbiota are critical factors in HIV progression, reciprocally influencing each other. Besides bacteria, the fungal microbiota, a significant component of the gut, plays a pivotal role in this dysregulation. This study aims to investigate changes in the gut mucosal barrier and mycobiota during the initial stages of HIV infection, focusing on the involvement of intestinal fungi and their secretions in mucosal damage. Peripheral blood, intestinal mucosa, and fecal samples were collected from 13 asymptomatic HIV-infected individuals at the non-AIDS stage and 13 healthy controls. Assessments included colonoscopy, immune function analysis, and measurement of mucosal damage markers (LPS, I-FABP, and D-LA) and inflammatory cytokines (IL-6 and IL-18). Additionally, Claudin-1 levels in mucosal samples and fungal profiles in fecal samples were evaluated. The study found that colonic abnormalities were significantly more prevalent in the HIV group compared to healthy controls (p < 0.001) and Claudin-1 levels were notably lower in the HIV group (p < 0.001). Candida albicans (p=0.0084), its secretion SAP1 (p=0.023), and the levels of IL-18 (p=0.0016) and IL-6 (p < 0.001) were all significantly higher in the HIV group. CD4+ T-cell counts were positively correlated with Claudin-1 expression (p=0.034, r = 0.417). Candida albicans showed negative correlations with several virulence factors, while other fungi exhibited varied correlations. Additionally, Claudin-1 levels were significantly negatively correlated with Candida albicans (p=0.013, r = -0.668), SAP1 (p=0.027, r = -0.609), IL-18 (p < 0.001, r = -0.922), and IL-6 (p < 0.001, r = -0.920). Overall, these findings suggest that asymptomatic HIV-infected individuals have already exhibited intestinal mucosal damage in the early stage and highlight the critical role of Candida albicans and its secretions in early-stage intestinal mucosal barrier damage.
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Affiliation(s)
- Wenjie Li
- School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
- Institute of Dermatology, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Chengdu, China
| | - Yong Qing
- Department of Proctology and Dermatology, Chengdu Anorectal Hospital, Chengdu, China
| | - Qiuyue Yu
- Department of Dermatology, Chengdu Pidu District People's Hospital, Chengdu, China
| | - Hulian Zhang
- Department of Dermatology, Chengdu Xindu District People's Hospital, Chengdu, China
| | - Zhen Rang
- School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
- Institute of Dermatology, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Chengdu, China
| | - Shuangli Li
- Department of Dermatology, The Second People's Hospital of Yibin, Yibin, China
| | - Fan Cui
- School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
- Institute of Dermatology, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Chengdu, China
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Munjoma PT, Chandiwana P, Wyss J, Mazhandu AJ, Jordi SBU, Gutsire R, Katsidzira L, Yilmaz B, Misselwitz B, Duri K. Immune activation and inflammation in lactating women on combination antiretroviral therapy: role of gut dysfunction and gut microbiota imbalance. Front Immunol 2023; 14:1280262. [PMID: 38045684 PMCID: PMC10693333 DOI: 10.3389/fimmu.2023.1280262] [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: 08/21/2023] [Accepted: 10/17/2023] [Indexed: 12/05/2023] Open
Abstract
Introduction Combination antiretroviral therapy (cART) effectively controls HIV; however, chronic low-level viremia and gut microbiota dysbiosis remain significant drivers of gut and systemic inflammation. In this study, we explored the relationship between gut microbiota composition, intestinal inflammation, microbial translocation, and systemic inflammation in women on cART in Sub-Saharan Africa. Methods We conducted a study in HIV-infected and HIV-uninfected lactating women followed up at 6 weeks and 6 months postpartum in Harare, Zimbabwe. We used 16S ribosomal Ribonucleic Acid (rRNA) sequencing and MesoScale Discovery V-Plex assays to examine the gut microbiome and to quantify plasma inflammatory biomarkers, respectively. In addition, we measured fecal calprotectin, plasma lipopolysaccharide-binding protein (LBP), and soluble cluster of differentiation 14 (sCD14) by enzyme-linked immunosorbent assay to assess gut inflammation, microbial translocation, and monocyte/macrophage activation. Results A group of 77 lactating women were studied, of which 35% were HIV-infected. Fecal calprotectin levels were similar by HIV status at both follow-up time points. In the HIV-infected group at 6 weeks postpartum, fecal calprotectin was elevated: median (interquartile range) [158.1 µg/g (75.3-230.2)] in women who had CD4+ T-lymphocyte counts <350 cells/µL compared with those with ≥350 cells/µL [21.1 µg/g (0-58.4)], p = 0.032. Plasma sCD14 levels were significantly higher in the HIV-infected group at both 6 weeks and 6 months postpartum, p < 0.001. Plasma LBP levels were similar, but higher levels were observed in HIV-infected women with elevated fecal calprotectin. We found significant correlations between fecal calprotectin, LBP, and sCD14 with proinflammatory cytokines. Gut microbial alpha diversity was not affected by HIV status and was not affected by use of antibiotic prophylaxis. HIV significantly affected microbial beta diversity, and significant differences in microbial composition were noted. The genera Slackia and Collinsella were relatively more abundant in the HIV-infected group, whereas a lower relative abundance of Clostriduim sensu_stricto_1 was observed. Our study also found correlations between gut microbial taxa abundance and systemic inflammatory biomarkers. Discussion and conclusion HIV-infected lactating women had increased immune activation and increased microbial translocation associated with increased gut inflammation. We identified correlations between the gut inflammation and microbial composition, microbial translocation, and systemic inflammation. The interplay of these parameters might affect the health of this vulnerable population.
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Affiliation(s)
- Privilege Tendai Munjoma
- Immunology Unit, Department of Laboratory Diagnostic and Investigative Sciences, University of Zimbabwe Faculty of Medicine and Health Sciences (UZ-FMHS), Harare, Zimbabwe
| | - Panashe Chandiwana
- Immunology Unit, Department of Laboratory Diagnostic and Investigative Sciences, University of Zimbabwe Faculty of Medicine and Health Sciences (UZ-FMHS), Harare, Zimbabwe
| | - Jacqueline Wyss
- Department of Visceral Surgery and Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Department for Biomedical Research, Maurice Müller Laboratories, University of Bern, Bern, Switzerland
| | - Arthur John Mazhandu
- Immunology Unit, Department of Laboratory Diagnostic and Investigative Sciences, University of Zimbabwe Faculty of Medicine and Health Sciences (UZ-FMHS), Harare, Zimbabwe
| | - Sebastian Bruno Ulrich Jordi
- Department of Visceral Surgery and Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Department for Biomedical Research, Maurice Müller Laboratories, University of Bern, Bern, Switzerland
| | - Rutendo Gutsire
- Immunology Unit, Department of Laboratory Diagnostic and Investigative Sciences, University of Zimbabwe Faculty of Medicine and Health Sciences (UZ-FMHS), Harare, Zimbabwe
| | - Leolin Katsidzira
- Department of Internal Medicine, University of Zimbabwe Faculty of Medicine and Health Sciences (UZ-FMHS), Harare, Zimbabwe
| | - Bahtiyar Yilmaz
- Department of Visceral Surgery and Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Department for Biomedical Research, Maurice Müller Laboratories, University of Bern, Bern, Switzerland
| | - Benjamin Misselwitz
- Department of Visceral Surgery and Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Department for Biomedical Research, Maurice Müller Laboratories, University of Bern, Bern, Switzerland
| | - Kerina Duri
- Immunology Unit, Department of Laboratory Diagnostic and Investigative Sciences, University of Zimbabwe Faculty of Medicine and Health Sciences (UZ-FMHS), Harare, Zimbabwe
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Geng ST, Zhang JB, Wang YX, Xu Y, Lu D, Zhang Z, Gao J, Wang KH, Kuang YQ. Pre-Digested Protein Enteral Nutritional Supplementation Enhances Recovery of CD4 + T Cells and Repair of Intestinal Barrier in HIV-Infected Immunological Non-Responders. Front Immunol 2022; 12:757935. [PMID: 35003070 PMCID: PMC8741150 DOI: 10.3389/fimmu.2021.757935] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 12/13/2021] [Indexed: 12/12/2022] Open
Abstract
AIDS patients with immune non-response are prone to malnutrition, intestinal barrier damage, thus aggravating chronic immune activation and inflammation. However, nutritional interventions targeting malnutrition may be beneficial to restore immune function, improve clinical outcomes, and reduce mortality remains largely unclear. This work aimed to evaluate the efficacy of a nutritional supplement in HIV-infected immune non-responders (INRs). The subjects received oral supplementation of a pre-digested protein nutrition formula for three months. We show that the CD4+ T and CD8+ T cell counts were significantly increased after supplementation of the pre-digested enteral nutritional supplement. Among all pro-inflammatory cytokines in the serum, only IL-1β level was significantly decreased, while TNF-β was significantly increased (P < 0.05). The levels of intestinal mucosal damage markers, diamine oxidase (DAO), D-lactic acid (D-lactate), and lipopolysaccharide (LPS), decreased significantly (P < 0.05) after the nutritional intervention. Moreover, at month 3 after the intervention, the body weight, body mass index, albumin, and hemoglobin of all subjects were significantly increased (P < 0.05). The correlation analysis demonstrated a significantly negative correlation of CD4+ T cell count with levels of DAO (r = -0.343, P = 0.004), D-lactate (r = -0.250, P = 0.037), respectively, and a significantly positive correlation of IL-1β level with levels of DAO (r = 0.445, P < 0.001), D-lactate (r = 0.523, P < 0.001), and LPS (r = 0.622, P < 0.001). We conclude that the pre-digested enteral nutrition supplement is effective for HIV-infected INRs.
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Affiliation(s)
- Shi-Tao Geng
- National Health Commission (NHC) Key Laboratory of Drug Addiction Medicine, First Affiliated Hospital of Kunming Medical University, Kunming Medical University, Kunming, China.,Scientific Research Laboratory Center, First Affiliated Hospital of Kunming Medical University, Kunming, China.,Department of Gastrointestinal and Hernia Surgery, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Jian-Bo Zhang
- Department of Dermatology, Second People's Hospital of Dali City, Dali, China
| | - Yue-Xin Wang
- National Health Commission (NHC) Key Laboratory of Drug Addiction Medicine, First Affiliated Hospital of Kunming Medical University, Kunming Medical University, Kunming, China.,Scientific Research Laboratory Center, First Affiliated Hospital of Kunming Medical University, Kunming, China.,Department of Gastrointestinal and Hernia Surgery, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Yu Xu
- National Health Commission (NHC) Key Laboratory of Drug Addiction Medicine, First Affiliated Hospital of Kunming Medical University, Kunming Medical University, Kunming, China.,Scientific Research Laboratory Center, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Danfeng Lu
- National Health Commission (NHC) Key Laboratory of Drug Addiction Medicine, First Affiliated Hospital of Kunming Medical University, Kunming Medical University, Kunming, China.,Scientific Research Laboratory Center, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Zunyue Zhang
- National Health Commission (NHC) Key Laboratory of Drug Addiction Medicine, First Affiliated Hospital of Kunming Medical University, Kunming Medical University, Kunming, China.,Scientific Research Laboratory Center, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Ju Gao
- Department of Dermatology, Second People's Hospital of Dali City, Dali, China
| | - Kun-Hua Wang
- National Health Commission (NHC) Key Laboratory of Drug Addiction Medicine, First Affiliated Hospital of Kunming Medical University, Kunming Medical University, Kunming, China.,Department of Gastrointestinal and Hernia Surgery, First Affiliated Hospital of Kunming Medical University, Kunming, China.,School of Medicine, Yunnan University, Kunming, China
| | - Yi-Qun Kuang
- National Health Commission (NHC) Key Laboratory of Drug Addiction Medicine, First Affiliated Hospital of Kunming Medical University, Kunming Medical University, Kunming, China.,Scientific Research Laboratory Center, First Affiliated Hospital of Kunming Medical University, Kunming, China
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5
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Choudhury B, Brown J, Ransy DG, Brophy J, Kakkar F, Bitnun A, Samson L, Read S, Soudeyns H, Vaudry W, Houston S, Hawkes MT. Endothelial activation is associated with intestinal epithelial injury, systemic inflammation and treatment regimen in children living with vertically acquired HIV-1 infection. HIV Med 2020; 22:273-282. [PMID: 33151601 DOI: 10.1111/hiv.13012] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 08/17/2020] [Accepted: 10/09/2020] [Indexed: 12/19/2022]
Abstract
BACKGROUND Premature development of cardiovascular disease in children living with HIV-1 (CLWH) may be associated with compromised gut barrier function, microbial translocation, immune activation, systemic inflammation and endothelial activation. Biomarkers of these pathways may provide insights into pathogenesis of atherosclerotic disease in CLWH. METHODS This was a cross-sectional study of CLWH enrolled in the multicentre Early Pediatric Initiation-Canadian Child Cure Cohort (EPIC4 ) who were on antiretroviral therapy (ART) with undetectable viral load. Plasma biomarkers of intestinal epithelial injury [intestinal fatty acid binding protein-1 (IFABP)], systemic inflammation [tumour necrosis factor (TNF) and interleukin-6 (IL-6)] and endothelial activation [angiopoietin-2 (Ang2), soluble vascular endothelial growth factor-1 (sVEGFR1) and soluble endoglin (sEng)] were quantified by enzyme-linked immunosorbent assay. Correlation and factor analysis of biomarkers were used to examine associations between innate immune pathways. RESULTS Among 90 CLWH, 16% of Ang2, 15% of sVEGFR1 and 23% of sEng levels were elevated relative to healthy historic controls. Pairwise rank correlations between the three markers of endothelial activation were statistically significant (ρ = 0.69, ρ = 0.61 and ρ = 0.65, P < 0.001 for all correlations). An endothelial activation index, derived by factor analysis of the three endothelial biomarkers, was correlated with TNF (ρ = 0.47, P < 0.001), IL-6 (ρ = 0.60, P < 0.001) and intestinal fatty acid binding protein-1 (ρ = 0.67, P < 0.001). Current or past treatment with ritonavir-boosted lopinavir (LPV/r) was associated with endothelial activation (odds ratio = 5.0, 95% CI: 1.7-17, P = 0.0020). CONCLUSIONS Endothelial activation is prevalent in CLWH despite viral suppression with combination ART and is associated with intestinal epithelial injury, systemic inflammation and treatment with LPV/r.
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Affiliation(s)
- B Choudhury
- Department of Pediatrics, University of Alberta, Edmonton, AB, Canada
| | - J Brown
- Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - D G Ransy
- Unité d'immunopathologie virale, Centre de recherche du CHU Sainte-Justine, Montréal, QC, Canada
| | - J Brophy
- Division of Infectious Diseases, Children's Hospital of Eastern Ontario, Ottawa, ON, Canada.,Department of Pediatrics, University of Ottawa, Ottawa, ON, Canada
| | - F Kakkar
- Department of Pediatrics, CHU Sainte-Justine, Université de Montréal, Montréal, QC, Canada
| | - A Bitnun
- Hospital for Sick Children, Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - L Samson
- Division of Infectious Diseases, Children's Hospital of Eastern Ontario, Ottawa, ON, Canada
| | - S Read
- Hospital for Sick Children, Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - H Soudeyns
- Unité d'immunopathologie virale, Centre de recherche du CHU Sainte-Justine, Montréal, QC, Canada.,Department of Microbiology, Infectiology & Immunology, Université de Montréal, Montréal, QC, Canada
| | - W Vaudry
- Department of Pediatrics, University of Alberta, Edmonton, AB, Canada
| | - S Houston
- Department of Medicine, Division of Infectious Diseases, University of Alberta, Edmonton, AB, Canada.,School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - M T Hawkes
- Department of Pediatrics, University of Alberta, Edmonton, AB, Canada.,School of Public Health, University of Alberta, Edmonton, AB, Canada.,Department of Medical Microbiology and Immunology, University of Alberta, Edmonton, AB, Canada.,Stollery Science Lab, Edmonton, AB, Canada.,Women and Children's Health Research Institute, Edmonton, AB, Canada
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6
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Definition of Immunological Nonresponse to Antiretroviral Therapy: A Systematic Review. J Acquir Immune Defic Syndr 2020; 82:452-461. [PMID: 31592836 DOI: 10.1097/qai.0000000000002157] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND Terms and criteria to classify people living with HIV on antiretroviral therapy who fail to achieve satisfactory CD4 T-cell counts are heterogeneous, and need revision and summarization. METHODS We performed a systematic review of PubMed original research articles containing a set of predefined terms, published in English between January 2009 and September 2018. The search retrieved initially 1360 studies, of which 103 were eligible. The representative terminology and criteria were extracted and analyzed. RESULTS Twenty-two terms and 73 criteria to define the condition were identified. The most frequent term was "immunological nonresponders" and the most frequent criterion was "CD4 T-cell count <350 cells/µL after ≥24 months of virologic suppression." Most criteria use CD4+ T-cell counts as a surrogate, either as an absolute value or as a change after a defined period of time [corrected]. Distinct values and time points were used. Only 9 of the 73 criteria were used by more than one independent research team. Herein we propose 2 criteria that could help to reach a consensus. CONCLUSIONS The high disparity in terms and criteria here reported precludes data aggregation and progression of the knowledge on this condition, because it renders impossible to compare data from different studies. This review will foster the discussion of terms and criteria to achieve a consensual definition.
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Luján JA, Rugeles MT, Taborda NA. Contribution of the Microbiota to Intestinal Homeostasis and its Role in the Pathogenesis of HIV-1 Infection. Curr HIV Res 2020; 17:13-25. [PMID: 30854974 DOI: 10.2174/1570162x17666190311114808] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2019] [Revised: 02/25/2019] [Accepted: 03/06/2019] [Indexed: 12/18/2022]
Abstract
During HIV infection, massive destruction of CD4+ T cells ensues, preferentially depleting the Th17 subset at the gut-associated lymphoid tissue (GALT), leading to a loss of mucosal integrity and an increase in cell permeability. This process favors microbial translocation between the intestinal lumen and the circulatory system, contributing to persistent immune activation and chronic inflammation characteristic of HIV infection. Thus, the gut microbiota plays an integral role in maintaining the structure and function of the mucosal barrier, a critical factor for immune homeostasis. However, in the context of HIV infection, changes in the gut microbiota have been reported and have been linked to disease progression. Here, we review evidence for the role of the gut microbiota in intestinal homeostasis, its contribution to HIV pathogenesis, as well as its use in the development of therapeutic strategies.
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Affiliation(s)
- Jorge A Luján
- Grupo Inmunovirologia, Facultad de Medicina. Universidad de Antioquia, Medellin, Colombia
| | - Maria T Rugeles
- Grupo Inmunovirologia, Facultad de Medicina. Universidad de Antioquia, Medellin, Colombia
| | - Natalia A Taborda
- Grupo Inmunovirologia, Facultad de Medicina. Universidad de Antioquia, Medellin, Colombia.,Grupo de Investigaciones Biomédicas, Facultad de Ciencias de la Salud, Corporación Universitaria Remington, Medellín, Colombia
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8
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Belkina AC, Starchenko A, Drake KA, Proctor EA, Pihl RMF, Olson A, Lauffenburger DA, Lin N, Snyder-Cappione JE. Multivariate Computational Analysis of Gamma Delta T Cell Inhibitory Receptor Signatures Reveals the Divergence of Healthy and ART-Suppressed HIV+ Aging. Front Immunol 2018; 9:2783. [PMID: 30568654 PMCID: PMC6290897 DOI: 10.3389/fimmu.2018.02783] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Accepted: 11/12/2018] [Indexed: 12/15/2022] Open
Abstract
Even with effective viral control, HIV-infected individuals are at a higher risk for morbidities associated with older age than the general population, and these serious non-AIDS events (SNAEs) track with plasma inflammatory and coagulation markers. The cell subsets driving inflammation in aviremic HIV infection are not yet elucidated. Also, whether ART-suppressed HIV infection causes premature induction of the inflammatory events found in uninfected elderly or if a novel inflammatory network ensues when HIV and older age co-exist is unclear. In this study we measured combinational expression of five inhibitory receptors (IRs) on seven immune cell subsets and 16 plasma markers from peripheral blood mononuclear cells (PBMC) and plasma samples, respectively, from a HIV and Aging cohort comprised of ART-suppressed HIV-infected and uninfected controls stratified by age (≤35 or ≥50 years old). For data analysis, multiple multivariate computational algorithms [cluster identification, characterization, and regression (CITRUS), partial least squares regression (PLSR), and partial least squares-discriminant analysis (PLS-DA)] were used to determine if immune parameter disparities can distinguish the subject groups and to investigate if there is a cross-impact of aviremic HIV and age on immune signatures. IR expression on gamma delta (γδ) T cells exclusively separated HIV+ subjects from controls in CITRUS analyses and secretion of inflammatory cytokines and cytotoxic mediators from γδ T cells tracked with TIGIT expression among HIV+ subjects. Also, plasma markers predicted the percentages of TIGIT+ γδ T cells in subjects with and without HIV in PSLR models, and a PLS-DA model of γδ T cell IR signatures and plasma markers significantly stratified all four of the subject groups (uninfected younger, uninfected older, HIV+ younger, and HIV+ older). These data implicate γδ T cells as an inflammatory driver in ART-suppressed HIV infection and provide evidence of distinct “inflamm-aging” processes with and without ART-suppressed HIV infection.
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Affiliation(s)
- Anna C Belkina
- Flow Cytometry Core Facility, Boston University School of Medicine, Boston, MA, United States.,Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, MA, United States
| | - Alina Starchenko
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, United States
| | | | - Elizabeth A Proctor
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, United States
| | - Riley M F Pihl
- Flow Cytometry Core Facility, Boston University School of Medicine, Boston, MA, United States
| | - Alex Olson
- Department of Medicine, Boston University School of Medicine, Boston, MA, United States
| | - Douglas A Lauffenburger
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, United States
| | - Nina Lin
- Department of Medicine, Boston University School of Medicine, Boston, MA, United States
| | - Jennifer E Snyder-Cappione
- Flow Cytometry Core Facility, Boston University School of Medicine, Boston, MA, United States.,Department of Microbiology, Boston University School of Medicine, Boston, MA, United States
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