1
|
Li K, Shi G, Zhang C, Lin B, Tao Y, Wang Q, Zeng H, Deng J, Zou L, Xie B, Zhong X. Prediction of new HIV infection in men who have sex with men based on machine learning: secondary analysis of a prospective cohort study from Western China. Ann Med 2025; 57:2476040. [PMID: 40059791 PMCID: PMC11894746 DOI: 10.1080/07853890.2025.2476040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Revised: 01/07/2025] [Accepted: 02/06/2025] [Indexed: 03/14/2025] Open
Abstract
OBJECTIVE This study aimed to construct a model based on machine learning to predict new HIV infections in HIV-negative men who have sex with men (MSM). METHODS This is a secondary analysis of a previous random clinical trial aiming to evaluate the preventive effects of PrEP on new HIV infection in MSM. During 2013-2015, 1455 HIV-negative MSM were enrolled. Participants were divided into treatment group and control group and regularly followed up until they seroconverted to HIV positive or until the 2-year endpoint reached. Five machine-learning approaches were applied to predict the risk of HIV infection. Model performance was evaluated using Harrel's C-index and area under the receiver operator characteristic curve (AUC) and validated in an external validation cohort. To explain this model, shapley additive explanation (SHAP) values were calculated and visualized. RESULTS During the observation period, 102 MSM developed HIV infection. Thirteen parameters are selected to construct the model. The random survival forest model showed the best performance in the validation cohort, with a C-index of 0.7013, and could significantly categorize MSM into three groups. Our model indicated that MSM with younger age, receptive anal intercourse, and multiple male sexual partners had an increased risk of HIV infection, and those with higher AIDS knowledge scores had a lower risk. CONCLUSION We presented a machine learning-based model to predict their risk of developing HIV infection. This model could be applied to recognize MSM who are at a higher risk of developing HIV infection.
Collapse
Affiliation(s)
- Kangjie Li
- School of Public Health, Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
| | - Guiqian Shi
- School of Public Health, Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
| | - Cong Zhang
- School of Public Health, Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
| | - Bing Lin
- School of Public Health, Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
| | - Yi Tao
- School of Public Health, Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
- The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Qian Wang
- School of Public Health, Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
| | - Haijiao Zeng
- School of Public Health, Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
| | - Jielian Deng
- School of Public Health, Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
| | - Lei Zou
- School of Public Health, Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
- Center for Disease Control and Prevention of Jiulongpo District, Chongqing, China
| | - Biao Xie
- School of Public Health, Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
| | - Xiaoni Zhong
- School of Public Health, Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
| |
Collapse
|
2
|
Català-Moll F, Paredes R. The rectal microbiome: understanding its role in HIV transmission. Curr Opin HIV AIDS 2025; 20:159-164. [PMID: 39773907 DOI: 10.1097/coh.0000000000000906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2025]
Abstract
PURPOSE OF REVIEW Condomless receptive anal intercourse stands out as the sexual practice with highest risk of HIV-1 infection. Recent studies have suggested that the gut microbiome influences susceptibility to HIV transmission. This review explores recent research on host risk factors, the rectal microbiome composition, local inflammation, and bacteria-derived mediators that may affect HIV transmission. RECENT FINDINGS Constitutive host factors such as rectal mucosal structure and immune cell populations in the rectum contribute to increased susceptibility. Changes in the composition of the rectal microbiota, influenced by sexual practices and HIV infection modulate immune activation and inflammation, impacting HIV susceptibility. Bacteria-derived mediators may further influence immune responses and HIV replication in the rectal mucosa. SUMMARY Understanding the role of the rectal microbiome in HIV transmission has important clinical implications. Targeted interventions that modulate the microbiome may reduce susceptibility to HIV transmission by regulating immune responses and inflammation. Further research into the host-microbiome interactions could lead to novel preventive and therapeutic strategies to mitigate HIV transmission.
Collapse
Affiliation(s)
- Francesc Català-Moll
- IrsiCaixa, Badalona
- CIBER of Precision Medicine against Antimicrobial Resistance MePRAM, ISCIII
| | - Roger Paredes
- IrsiCaixa, Badalona
- CIBER of Precision Medicine against Antimicrobial Resistance MePRAM, ISCIII
- CIBER of Persistent COVID REiCOP
- CIBER of Infectious Diseases CIBERINFEC, ISCIII, Madrid
- Universitat Autònoma de Barcelona (UAB), Barcelona
- Universitat de Vic-Universitat Central de Catalunya (UVic-UCC), Vic, Spain
- Center for Global Health and Diseases, Department of Pathology, Case Western. Reserve University, Cleveland, Ohio, USA
- Fundació Lluita contra les Infeccions
- Department of Infectious Diseases, Hospital Universitari Germans Trias i Pujol, Badalona, Spain
| |
Collapse
|
3
|
Swanson EC, Basting CM, Klatt NR. The role of pharmacomicrobiomics in HIV prevention, treatment, and women's health. MICROBIOME 2024; 12:254. [PMID: 39627860 PMCID: PMC11613800 DOI: 10.1186/s40168-024-01953-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Accepted: 10/17/2024] [Indexed: 12/06/2024]
Abstract
In the absence of an effective vaccine or curative treatment for HIV, the global HIV/AIDS epidemic continues despite significant advances in treatment and prevention. Antiretroviral therapy (ART) drugs have transformed HIV from a terminal illness to a manageable chronic condition. Likewise, pre-exposure prophylaxis treatment (PrEP) has dramatically reduced transmission in some of the highest risk populations. However, quality of life and life expectancy in people living with HIV (PWH) still lag significantly behind the general population. The mechanisms that reduce the efficacy of PrEP and ART are multifaceted, but one factor that warrants additional attention is the impact of the microbiome on ART and PrEP efficacy, as well as pharmacokinetics more broadly. In this review, we assess the current state of research on the HIV-associated microbiome, how this impacts treatment efficacy, and how microbiome states can alter HIV susceptibility. We also explore how the mechanisms we propose could extend to the efficacy of other drugs and identify promising areas of research that remain understudied. Video Abstract.
Collapse
Affiliation(s)
- Erik C Swanson
- Division of Surgical Outcomes and Precision Medicine Research, Department of Surgery, University of Minnesota, Minneapolis, MN, USA
| | - Christopher M Basting
- Division of Surgical Outcomes and Precision Medicine Research, Department of Surgery, University of Minnesota, Minneapolis, MN, USA
| | - Nichole R Klatt
- Division of Surgical Outcomes and Precision Medicine Research, Department of Surgery, University of Minnesota, Minneapolis, MN, USA.
| |
Collapse
|
4
|
Díaz-García C, Moreno E, Talavera-Rodríguez A, Martín-Fernández L, González-Bodí S, Martín-Pedraza L, Pérez-Molina JA, Dronda F, Gosalbes MJ, Luna L, Vivancos MJ, Huerta-Cepas J, Moreno S, Serrano-Villar S. Fecal microbiota transplantation alters the proteomic landscape of inflammation in HIV: identifying bacterial drivers. MICROBIOME 2024; 12:214. [PMID: 39438902 PMCID: PMC11494993 DOI: 10.1186/s40168-024-01919-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 08/26/2024] [Indexed: 10/25/2024]
Abstract
BACKGROUND Despite effective antiretroviral therapy, people with HIV (PWH) experience persistent systemic inflammation and increased morbidity and mortality. Modulating the gut microbiome through fecal microbiota transplantation (FMT) represents a novel therapeutic strategy. We aimed to evaluate proteomic changes in inflammatory pathways following repeated, low-dose FMT versus placebo. METHODS This double-masked, placebo-controlled pilot study assessed the proteomic impacts of weekly FMT versus placebo treatment over 8 weeks on systemic inflammation in 29 PWH receiving stable antiretroviral therapy (ART). Three stool donors with high Faecalibacterium and butyrate profiles were selected, and their individual stools were used for FMT capsule preparation. Proteomic changes in 345 inflammatory proteins in plasma were quantified using the proximity extension assay, with samples collected at baseline and at weeks 1, 8, and 24. Concurrently, we characterized shifts in the gut microbiota composition and annotated functions through shotgun metagenomics. We fitted generalized additive models to evaluate the dynamics of protein expression. We selected the most relevant proteins to explore their correlations with microbiome composition and functionality over time using linear mixed models. RESULTS FMT significantly reduced the plasma levels of 45 inflammatory proteins, including established mortality predictors such as IL6 and TNF-α. We found notable reductions persisting up to 16 weeks after the final FMT procedure, including in the expression of proteins such as CCL20 and CD22. We identified changes in 46 proteins, including decreases in FT3LG, IL6, IL10RB, IL12B, and IL17A, which correlated with multiple bacterial species. We found that specific bacterial species within the Ruminococcaceae, Succinivibrionaceae, Prevotellaceae families, and the Clostridium genus, in addition to their associated genes and functions, were significantly correlated with changes in inflammatory markers. CONCLUSIONS Targeting the gut microbiome through FMT effectively decreased inflammatory proteins in PWH, with sustained effects. These findings suggest the potential of the microbiome as a therapeutic target to mitigate inflammation-related complications in this population, encouraging further research and development of microbiome-based interventions. Video Abstract.
Collapse
Affiliation(s)
- Claudio Díaz-García
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, IRYCIS and Universidad de Alcalá, Carretera de Colmenar Viejo, Km 9.100, 28034, Madrid, Spain
- CIBERINFEC, Instituto de Salud Carlos III, 28029, Madrid, Spain
| | - Elena Moreno
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, IRYCIS and Universidad de Alcalá, Carretera de Colmenar Viejo, Km 9.100, 28034, Madrid, Spain.
- CIBERINFEC, Instituto de Salud Carlos III, 28029, Madrid, Spain.
| | - Alba Talavera-Rodríguez
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, IRYCIS and Universidad de Alcalá, Carretera de Colmenar Viejo, Km 9.100, 28034, Madrid, Spain
- CIBERINFEC, Instituto de Salud Carlos III, 28029, Madrid, Spain
| | - Lucía Martín-Fernández
- Departamento de Biotecnología-Biología Vegetal, Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid (UPM), Madrid, Spain
| | - Sara González-Bodí
- Departamento de Biotecnología-Biología Vegetal, Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid (UPM), Madrid, Spain
| | - Laura Martín-Pedraza
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, IRYCIS and Universidad de Alcalá, Carretera de Colmenar Viejo, Km 9.100, 28034, Madrid, Spain
- CIBERINFEC, Instituto de Salud Carlos III, 28029, Madrid, Spain
| | - José A Pérez-Molina
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, IRYCIS and Universidad de Alcalá, Carretera de Colmenar Viejo, Km 9.100, 28034, Madrid, Spain
- CIBERINFEC, Instituto de Salud Carlos III, 28029, Madrid, Spain
| | - Fernando Dronda
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, IRYCIS and Universidad de Alcalá, Carretera de Colmenar Viejo, Km 9.100, 28034, Madrid, Spain
- CIBERINFEC, Instituto de Salud Carlos III, 28029, Madrid, Spain
| | - María José Gosalbes
- Área de Genómica y Salud, Fundación Para El Fomento de La Investigación Sanitaria y Biomédica de La Comunidad Valenciana-Salud Pública, Valencia, Spain
- CIBERESP, Instituto de Salud Carlos III, 28029, Madrid, Spain
| | - Laura Luna
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, IRYCIS and Universidad de Alcalá, Carretera de Colmenar Viejo, Km 9.100, 28034, Madrid, Spain
- CIBERINFEC, Instituto de Salud Carlos III, 28029, Madrid, Spain
| | - María Jesús Vivancos
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, IRYCIS and Universidad de Alcalá, Carretera de Colmenar Viejo, Km 9.100, 28034, Madrid, Spain
- CIBERINFEC, Instituto de Salud Carlos III, 28029, Madrid, Spain
| | - Jaime Huerta-Cepas
- Centro de Biotecnología y Genómica de Plantas, Universidad Politécnica de Madrid (UPM), Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA-CSIC), 28223, Madrid, Spain
| | - Santiago Moreno
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, IRYCIS and Universidad de Alcalá, Carretera de Colmenar Viejo, Km 9.100, 28034, Madrid, Spain
- CIBERINFEC, Instituto de Salud Carlos III, 28029, Madrid, Spain
| | - Sergio Serrano-Villar
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, IRYCIS and Universidad de Alcalá, Carretera de Colmenar Viejo, Km 9.100, 28034, Madrid, Spain.
- CIBERINFEC, Instituto de Salud Carlos III, 28029, Madrid, Spain.
| |
Collapse
|
5
|
Lin H, Chen Y, Abror-Lacks G, Price M, Morris A, Sun J, Palella F, Chew KW, Brown TT, Rinaldo CR, Peddada SD. Sexual behavior is linked to changes in gut microbiome and systemic inflammation that lead to HIV-1 infection in men who have sex with men. Commun Biol 2024; 7:1145. [PMID: 39277660 PMCID: PMC11401892 DOI: 10.1038/s42003-024-06816-z] [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: 05/22/2024] [Accepted: 08/30/2024] [Indexed: 09/17/2024] Open
Abstract
Pathogenic changes in gut microbial composition precede the onset of HIV-1 infection in men who have sex with men (MSM). This process is associated with increased levels of systemic inflammatory biomarkers and risk for AIDS development. Using mediation analysis framework, in this report we link the effects of unprotected receptive intercourse among MSM prior to primary HIV-1 infection to higher levels of proinflammatory cytokines sCD14 and sCD163 in plasma and a significant decrease in the abundance of A. muciniphila, B. caccae, B. fragilis, B. uniformis, Bacteroides spp., Butyricimonas spp., and Odoribacter spp., and a potential increase in the abundance of Dehalobacterium spp. and Methanobrevibacter spp. in stools of MSM with the highest number of sexual partners. These differences in microbiota, together with a reduction in the pairwise correlations among commensal and short-chain fatty acid-producing bacteria with a number of sexual partners, support an increase in gut dysbiosis with the number of sexual partners. These results demonstrate the interconnectedness of sexual behavior, immune response, and microbiota composition, notably among MSM participating in high-risk sexual behaviors.
Collapse
Affiliation(s)
- Huang Lin
- Biostatistics and Computational Biology, National Institute of Environmental Health Sciences (NIH), Research Triangle Park, NC, USA
- Department of Epidemiology and Biostatistics, University of Maryland, College Park, MD, USA
| | - Yue Chen
- Division of Infectious Diseases, Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Grace Abror-Lacks
- Department of Infectious Diseases and Microbiology, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Meaghan Price
- Department of Infectious Diseases and Microbiology, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Alison Morris
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Jing Sun
- Department of Epidemiology, The Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Frank Palella
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Kara W Chew
- School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
| | - Todd T Brown
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Charles R Rinaldo
- Division of Infectious Diseases, Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA.
| | - Shyamal D Peddada
- Biostatistics and Computational Biology, National Institute of Environmental Health Sciences (NIH), Research Triangle Park, NC, USA.
| |
Collapse
|
6
|
Lippincott RA, O’Connor J, Neff CP, Lozupone C, Palmer BE. Deciphering HIV-associated inflammation: microbiome's influence and experimental insights. Curr Opin HIV AIDS 2024; 19:228-233. [PMID: 38884255 PMCID: PMC11305906 DOI: 10.1097/coh.0000000000000866] [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] [Indexed: 06/18/2024]
Abstract
PURPOSE OF REVIEW To review novel experimental approaches for studying host:microbe interactions and their role in intestinal and systemic inflammation in people living with HIV (PLWH). RECENT FINDINGS Inflammation in PLWH is impacted by interactions between the microbiome, the intestinal epithelium, and immune cells. This complex interplay is not fully understood and requires a variety of analytical techniques to study. Using a multiomic systems biology approach provides hypothesis generating data on host:microbe interactions that can be used to guide further investigation. The direct interactions between host cells and microbes can be elucidated using peripheral blood mononuclear cells (PBMCs), lamina propria mononuclear cells (LPMC's) or human intestinal organoids (HIO). Additionally, the broader relationship between the host and the microbiome can be explored using animal models such as nonhuman primates and germ-free and double humanized mice. SUMMARY To explore complex host:microbe relationships, hypotheses are generated and investigations are guided by multiomic data, while causal components are identified using in-vitro and in-vivo assays.
Collapse
Affiliation(s)
| | - John O’Connor
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | | | - Catherine Lozupone
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | | |
Collapse
|
7
|
Bar Ziv O, Cahn A, Jansen T, Istomin V, Kedem E, Olshtain-Pops K, Israel S, Oster Y, Orenbuch-Harroch E, Korem M, Strahilevitz J, Levy I, Valdés-Mas R, Ivanova V, Elinav E, Shahar E, Elinav H. Diagnosis and Risk Factors of Prediabetes and Diabetes in People Living With Human Immunodeficiency Virus: Evaluation of Clinical and Microbiome Parameters. J Infect Dis 2024; 230:411-420. [PMID: 38557867 DOI: 10.1093/infdis/jiae167] [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: 06/07/2023] [Revised: 03/08/2024] [Accepted: 03/28/2024] [Indexed: 04/04/2024] Open
Abstract
Diabetes mellitus (DM) is more common among people living with human immunodeficiency virus (PLWH) compared with healthy individuals. In a prospective multicenter study (N = 248), we identified normoglycemic (48.7%), prediabetic (44.4%), and diabetic (6.9%) PLWH. Glycosylated hemoglobin (HbA1c) and fasting blood glucose (FBG) sensitivity in defining dysglycemia was 96.8%, while addition of oral glucose tolerance test led to reclassification of only 4 patients. Inclusion of 93 additional PLWH with known DM enabled identification of multiple independent predictors of dysglycemia or diabetes: older age, higher body mass index, Ethiopian origin, HIV duration, lower integrase inhibitor exposure, and advanced disease at diagnosis. Shotgun metagenomic microbiome analysis revealed 4 species that were significantly expanded with hyperglycemia/hyperinsulinemia, and 2 species that were differentially more prevalent in prediabetic/diabetic PLWH. Collectively, we uncover multiple potential host and microbiome predictors of altered glycemic status in PLWH, while demonstrating that FBG and HbA1c likely suffice for diabetes screening. These potential diabetic predictors merit future prospective validation.
Collapse
Affiliation(s)
- Omer Bar Ziv
- Department of Military Medicine and "Zameret," Faculty of Medicine, Hebrew University, and Israel and Medical Corps, Israel Defense Forces
| | - Avivit Cahn
- Diabetes Unit, Department of Endocrinology and Metabolism, Hadassah Medical Center
- Faculty of Medicine, Hebrew University, Jerusalem
| | - Tallulah Jansen
- Department of Systems Immunology, Weizmann Institute of Science, Rehovot
| | | | - Eynat Kedem
- Allergy, Immunology and AIDS Unit, Rambam Medical Center, Haifa
| | - Karen Olshtain-Pops
- Faculty of Medicine, Hebrew University, Jerusalem
- Hadassah AIDS Center, Department of Clinical Microbiology and Infectious Diseases, Hadassah Medical Center, Jerusalem
| | - Sarah Israel
- Faculty of Medicine, Hebrew University, Jerusalem
- Hadassah AIDS Center, Department of Clinical Microbiology and Infectious Diseases, Hadassah Medical Center, Jerusalem
| | - Yonatan Oster
- Faculty of Medicine, Hebrew University, Jerusalem
- Hadassah AIDS Center, Department of Clinical Microbiology and Infectious Diseases, Hadassah Medical Center, Jerusalem
| | - Efrat Orenbuch-Harroch
- Faculty of Medicine, Hebrew University, Jerusalem
- Hadassah AIDS Center, Department of Clinical Microbiology and Infectious Diseases, Hadassah Medical Center, Jerusalem
| | - Maya Korem
- Faculty of Medicine, Hebrew University, Jerusalem
- Hadassah AIDS Center, Department of Clinical Microbiology and Infectious Diseases, Hadassah Medical Center, Jerusalem
| | - Jacob Strahilevitz
- Faculty of Medicine, Hebrew University, Jerusalem
- Hadassah AIDS Center, Department of Clinical Microbiology and Infectious Diseases, Hadassah Medical Center, Jerusalem
| | - Itzchak Levy
- Infectious Diseases Unit, Sheba Medical Center, Tel Hashomer, Israel
| | - Rafael Valdés-Mas
- Department of Systems Immunology, Weizmann Institute of Science, Rehovot
| | - Valeria Ivanova
- Department of Systems Immunology, Weizmann Institute of Science, Rehovot
| | - Eran Elinav
- Department of Systems Immunology, Weizmann Institute of Science, Rehovot
- Division of Microbiome and Cancer, German Cancer Research Center, Heidelberg, Germany
| | - Eduardo Shahar
- Allergy, Immunology and AIDS Unit, Rambam Medical Center, Haifa
| | - Hila Elinav
- Faculty of Medicine, Hebrew University, Jerusalem
- Hadassah AIDS Center, Department of Clinical Microbiology and Infectious Diseases, Hadassah Medical Center, Jerusalem
| |
Collapse
|
8
|
Ishizaka A, Koga M, Mizutani T, Suzuki Y, Matano T, Yotsuyanagi H. Sustained gut dysbiosis and intestinal inflammation show correlation with weight gain in person with chronic HIV infection on antiretroviral therapy. BMC Microbiol 2024; 24:274. [PMID: 39044127 PMCID: PMC11267850 DOI: 10.1186/s12866-024-03431-0] [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: 02/16/2024] [Accepted: 07/18/2024] [Indexed: 07/25/2024] Open
Abstract
BACKGROUND Person with human immunodeficiency virus type-1 (PWH) are prone to chronic inflammation due to residual viral production, even with antiretroviral therapy (ART), which increases the risk of age-related diseases. There is also limited information on changes in the intestinal environment of PWH during ART. In this longitudinal study, we investigated changes in the gut microbiota, persistence of chronic inflammation, interactions between the gut environment and inflammation, and metabolic changes in PWH using long-term ART. RESULTS We analyzed changes in clinical parameters and gut microbiota in 46 PWH over a mean period of 4 years to understand the influence of gut dysbiosis on inflammation. Overall, changes in the gut microbiota included a decrease in some bacteria, mainly involved in short-chain fatty acid (SCFA) production, and an increase in certain opportunistic bacteria. Throughout the study period, an increase in bacterial-specific metabolic activity was observed in the intestinal environment. Continued decline in certain bacteria belonging to the Clostridia class and metabolic changes in gut bacteria involved in glucose metabolism. Additionally, patients with a low abundance of Parabacteroides exhibited low bacterial alpha diversity and a significant increase in body mass index (BMI) during the study period. Monocyte chemoattractant protein 1, a marker of macrophage activation in the plasma, continued to increase from baseline (first stool collection timepoint) to follow-up (second stool collection timepoint), demonstrating a mild correlation with BMI. Elevated BMI was mild to moderately correlated with elevated levels of plasma interleukin 16 and chemokine ligand 13, both of which may play a role in intestinal inflammation and bacterial translocation within the gut microbiota. The rate of BMI increase correlated with the rate of decrease in certain SCFA-producing bacteria, such as Anaerostipes and Coprococcus 3. CONCLUSION Our data suggest that despite effective ART, PWH with chronic inflammation exhibit persistent dysbiosis associated with gut inflammation, resulting in a transition to an intestinal environment with metabolic consequences. Moreover, the loss of certain bacteria such as Parabacteroides in PWH correlates with weight gain and may contribute to the development of metabolic diseases.
Collapse
Affiliation(s)
- Aya Ishizaka
- Division of Infectious Diseases, Advanced Clinical Research Center, the Institute of Medical Science, the University of Tokyo, 4-6-1 Shirokanedai, Minato-ku, Tokyo, 108-8639, Japan
| | - Michiko Koga
- Division of Infectious Diseases, Advanced Clinical Research Center, the Institute of Medical Science, the University of Tokyo, 4-6-1 Shirokanedai, Minato-ku, Tokyo, 108-8639, Japan
| | - Taketoshi Mizutani
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, the University of Tokyo, 6-2-3 Kashiwanoha, Chiba, Kashiwa-shi, 277-0882, Japan.
| | - Yutaka Suzuki
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, the University of Tokyo, 6-2-3 Kashiwanoha, Chiba, Kashiwa-shi, 277-0882, Japan
| | - Tetsuro Matano
- AIDS Research Center, National Institute of Infectious Diseases, Tokyo, Japan
- Department of AIDS Vaccine Development, The Institute of Medical Science, the University of Tokyo, Tokyo, Japan
| | - Hiroshi Yotsuyanagi
- Division of Infectious Diseases, Advanced Clinical Research Center, the Institute of Medical Science, the University of Tokyo, 4-6-1 Shirokanedai, Minato-ku, Tokyo, 108-8639, Japan.
- Department of Infectious Diseases and Applied Immunology, IMSUT Hospital of Institute of Medical Science, the University of Tokyo, Tokyo, Japan.
| |
Collapse
|
9
|
Brenchley JM, Serrano-Villar S. From dysbiosis to defense: harnessing the gut microbiome in HIV/SIV therapy. MICROBIOME 2024; 12:113. [PMID: 38907315 PMCID: PMC11193286 DOI: 10.1186/s40168-024-01825-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Accepted: 04/26/2024] [Indexed: 06/23/2024]
Abstract
BACKGROUND Although the microbiota has been extensively associated with HIV pathogenesis, the majority of studies, particularly those using omics techniques, are largely correlative and serve primarily as a basis for hypothesis generation. Furthermore, most have focused on characterizing the taxonomic composition of the bacterial component, often overlooking other levels of the microbiome. The intricate mechanisms by which the microbiota influences immune responses to HIV are still poorly understood. Interventional studies on gut microbiota provide a powerful tool to test the hypothesis of whether we can harness the microbiota to improve health outcomes in people with HIV. RESULTS Here, we review the multifaceted role of the gut microbiome in HIV/SIV disease progression and its potential as a therapeutic target. We explore the complex interplay between gut microbial dysbiosis and systemic inflammation, highlighting the potential for microbiome-based therapeutics to open new avenues in HIV management. These include exploring the efficacy of probiotics, prebiotics, fecal microbiota transplantation, and targeted dietary modifications. We also address the challenges inherent in this research area, such as the difficulty in inducing long-lasting microbiome alterations and the complexities of study designs, including variations in probiotic strains, donor selection for FMT, antibiotic conditioning regimens, and the hurdles in translating findings into clinical practice. Finally, we speculate on future directions for this rapidly evolving field, emphasizing the need for a more granular understanding of microbiome-immune interactions, the development of personalized microbiome-based therapies, and the application of novel technologies to identify potential therapeutic agents. CONCLUSIONS Our review underscores the importance of the gut microbiome in HIV/SIV disease and its potential as a target for innovative therapeutic strategies.
Collapse
Affiliation(s)
- Jason M Brenchley
- Barrier Immunity Section, Lab of Viral Diseases, NIAID, NIH, Bethesda, MA, USA.
| | - Sergio Serrano-Villar
- Department of Infectious Diseases, Hospital Universitario Ramon y Cajal, IRYCIS and CIBERInfec, Madrid, Spain.
| |
Collapse
|
10
|
Rubio Garcia E, Casadellà M, Parera M, Vila J, Paredes R, Noguera-Julian M. Gut resistome linked to sexual preference and HIV infection. BMC Microbiol 2024; 24:201. [PMID: 38851693 PMCID: PMC11162057 DOI: 10.1186/s12866-024-03335-z] [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: 08/07/2023] [Accepted: 05/16/2024] [Indexed: 06/10/2024] Open
Abstract
BACKGROUND People living with HIV (PLWH) are at increased risk of acquisition of multidrug resistant organisms due to higher rates of predisposing factors. The gut microbiome is the main reservoir of the collection of antimicrobial resistance determinants known as the gut resistome. In PLWH, changes in gut microbiome have been linked to immune activation and HIV-1 associated complications. Specifically, gut dysbiosis defined by low microbial gene richness has been linked to low Nadir CD4 + T-cell counts. Additionally, sexual preference has been shown to strongly influence gut microbiome composition in PLWH resulting in different Prevotella or Bacteroides enriched enterotypes, in MSM (men-who-have-sex-with-men) or no-MSM, respectively. To date, little is known about gut resistome composition in PLWH due to the scarcity of studies using shotgun metagenomics. The present study aimed to detect associations between different microbiome features linked to HIV-1 infection and gut resistome composition. RESULTS Using shotgun metagenomics we characterized the gut resistome composition of 129 HIV-1 infected subjects showing different HIV clinical profiles and 27 HIV-1 negative controls from a cross-sectional observational study conducted in Barcelona, Spain. Most no-MSM showed a Bacteroides-enriched enterotype and low microbial gene richness microbiomes. We did not identify differences in resistome diversity and composition according to HIV-1 infection or immune status. However, gut resistome was more diverse in MSM group, Prevotella-enriched enterotype and gut micorbiomes with high microbial gene richness compared to no-MSM group, Bacteroides-enriched enterotype and gut microbiomes with low microbial gene richness. Additionally, gut resistome beta-diversity was different according to the defined groups and we identified a set of differentially abundant antimicrobial resistance determinants based on the established categories. CONCLUSIONS Our findings reveal a significant correlation between gut resistome composition and various host variables commonly associated with gut microbiome, including microbiome enterotype, microbial gene richness, and sexual preference. These host variables have been previously linked to immune activation and lower Nadir CD4 + T-Cell counts, which are prognostic factors of HIV-related comorbidities. This study provides new insights into the relationship between antibiotic resistance and clinical characteristics of PLWH.
Collapse
Affiliation(s)
- Elisa Rubio Garcia
- Department of Microbiology, CDB, Hospital Clinic, University of Barcelona, Barcelona, Spain.
- Molecuar Core Facilty, Hospital Clínic de Barcelona, Barcelona, Spain.
- ISGlobal Barcelona Institute for Global Health, Barcelona, Spain.
| | | | | | - Jordi Vila
- Department of Microbiology, CDB, Hospital Clinic, University of Barcelona, Barcelona, Spain
- ISGlobal Barcelona Institute for Global Health, Barcelona, Spain
- Infectious Disease Networking Biomedical Research Center (CIBERINFEC), Carlos III Health Institute, Madrid, Spain
| | - Roger Paredes
- IrsiCaixa, Ctra de Canyet S/N, 08916, Badalona, Spain
- Universitat de Vic-Universitat Central de Catalunya, Vic, Spain
- Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain
- Department of Infectious Diseasest &, Lluita Contra La SIDA Foundation, Hospital Universitari Germans Trias I Pujol, Badalona, Spain
- Infectious Disease Networking Biomedical Research Center (CIBERINFEC), Carlos III Health Institute, Madrid, Spain
| | - Marc Noguera-Julian
- IrsiCaixa, Ctra de Canyet S/N, 08916, Badalona, Spain
- Universitat de Vic-Universitat Central de Catalunya, Vic, Spain
- Infectious Disease Networking Biomedical Research Center (CIBERINFEC), Carlos III Health Institute, Madrid, Spain
| |
Collapse
|
11
|
Guo Y, Wang W, Yu Y, Sun X, Zhang B, Wang Y, Cao J, Wen S, Wang X, Li Y, Cai S, Wu R, Duan W, Xia W, Wei F, Duan J, Dong H, Guo S, Zhang F, Sun Z, Huang X. Crosstalk between human immunodeficiency virus infection and salivary bacterial function in men who have sex with men. Front Cell Infect Microbiol 2024; 14:1341545. [PMID: 38779561 PMCID: PMC11109444 DOI: 10.3389/fcimb.2024.1341545] [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: 11/20/2023] [Accepted: 04/22/2024] [Indexed: 05/25/2024] Open
Abstract
Background Engaging in anal sexual intercourse markedly increases the risk of developing HIV among men who have sex with men (MSM); oral sexual activities tend to uniquely introduce gut-derived microbes to salivary microbiota, which, combined with an individual's positive HIV status, may greatly perturb oral microecology. However, till date, only a few published studies have addressed this aspect. Methods Based on 16S rRNA sequencing data of bacterial taxa, MicroPITA picks representative samples for metagenomic analysis, effectively revealing how the development and progression of the HIV disease influences oral microbiota in MSM. Therefore, we collected samples from 11 HIV-negative and 44 HIV-positive MSM subjects (stage 0 was defined by HIV RNA positivity, but negative or indeterminate antibody status; stages 1, 2, and 3 were defined by CD4+ T lymphocyte counts ≥ 500, 200-499, and ≤ 200 or opportunistic infection) and selected 25 representative saliva samples (5 cases/stage) using MicroPITA. Metagenomic sequencing analysis were performed to explore whether positive HIV status changes salivary bacterial KEGG function and metabolic pathway in MSM. Results The core functions of oral microbiota were maintained across each of the five groups, including metabolism, genetic and environmental information processing. All HIV-positive groups displayed KEGG functions of abnormal proliferation, most prominently at stage 0, and others related to metabolism. Clustering relationship analysis tentatively identified functional relationships between groups, with bacterial function being more similar between stage 0-control groups and stage 1-2 groups, whereas the stage 3 group exhibited large functional changes. Although we identified most metabolic pathways as being common to all five groups, several unique pathways formed clusters for certain groups; the stage 0 group had several, while the stage 2 and 3 groups had few, such clusters. The abundance of K03046 was positively correlated with CD4 counts. Conclusion As HIV progresses, salivary bacterial function and metabolic pathways in MSM progressively changes, which may be related to HIV promoting abnormal energy metabolism and exacerbate pathogen virulence. Further, infection and drug resistance of acute stage and immune cell destruction of AIDS stage were abnormally increased, predicting an increased risk for MSM individuals to develop systemic and oral diseases.
Collapse
Affiliation(s)
- Ying Guo
- Department of Stomatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Wenjing Wang
- Clinical and Research Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Yixi Yu
- Department of Stomatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Xintong Sun
- Department of Stomatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Baojin Zhang
- Department of Stomatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Yan Wang
- Department of Stomatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Jie Cao
- Department of Stomatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Shuo Wen
- Department of Stomatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Xin Wang
- Department of Stomatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Yuchen Li
- Department of Stomatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Siyu Cai
- Center for Clinical Epidemiology and Evidence-Based Medicine, Beijing Children’s Hospital, Capital Medical University, Beijing, China
| | - Ruojun Wu
- Harvard School of Dental Medicine, Boston, MA, United States
| | - Wenshan Duan
- Clinical and Research Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Wei Xia
- Clinical and Research Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Feili Wei
- Beijing Institute of Hepatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Junyi Duan
- Clinical and Research Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Haozhi Dong
- Department of Stomatology, Beijing Daxing District Hospital of Integrated Chinese and Western Medicine, Beijing, China
| | - Shan Guo
- Beijing Institute of Hepatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Fengqiu Zhang
- Department of Periodontology, Beijing Stomatological Hospital, Capital Medical University, Beijing, China
| | - Zheng Sun
- Department of Oral Medicine, Beijing Stomatological Hospital, Capital Medical University, Beijing, China
| | - Xiaojie Huang
- Clinical and Research Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China
| |
Collapse
|
12
|
Zhou J, Yang Y, Xie Z, Lu D, Huang J, Lan L, Guo B, Yang X, Wang Q, Li Z, Zhang Y, Yang X, Ai S, Liu N, Cui P, Liang H, Ye L, Huang J. Dysbiosis of gut microbiota and metabolites during AIDS: implications for CD4 + T cell reduction and immune activation. AIDS 2024; 38:633-644. [PMID: 38061029 PMCID: PMC10942204 DOI: 10.1097/qad.0000000000003812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 10/11/2023] [Accepted: 11/29/2023] [Indexed: 03/16/2024]
Abstract
OBJECTIVE Identifying the gut microbiota associated with host immunity in the AIDS stage. DESIGN We performed a cross-sectional study. METHODS We recruited people with HIV (PWH) in the AIDS or non-AIDS stage and evaluated their gut microbiota and metabolites by using 16S ribosomal RNA (rRNA) sequencing and liquid chromatography-mass spectrometry (LC-MS). Machine learning models were used to analyze the correlations between key bacteria and CD4 + T cell count, CD4 + T cell activation, bacterial translocation, gut metabolites, and KEGG functional pathways. RESULTS We recruited 114 PWH in the AIDS stage and 203 PWH in the non-AIDS stage. The α-diversity of gut microbiota was downregulated in the AIDS stage ( P < 0.05). Several machine learning models could be used to identify key gut microbiota associated with AIDS, including the logistic regression model with area under the curve (AUC), sensitivity, specificity, and Brier scores of 0.854, 0.813, 0.813, and 0.160, respectively. The decreased key bacteria ASV1 ( Bacteroides sp.), ASV8 ( Fusobacterium sp.), ASV30 ( Roseburia sp.), ASV37 ( Bacteroides sp.), and ASV41 ( Lactobacillus sp.) in the AIDS stage were positively correlated with the CD4 + T cell count, the EndoCAb IgM level, 4-hydroxyphenylpyruvic acid abundance, and the predicted cell growth pathway, and negatively correlated with the CD3 + CD4 + CD38 + HLA-DR + T cell count and the sCD14 level. CONCLUSION Machine learning has the potential to recognize key gut microbiota related to AIDS. The key five bacteria in the AIDS stage and their metabolites might be related to CD4 + T cell reduction and immune activation.
Collapse
Affiliation(s)
- Jie Zhou
- Guangxi Key Laboratory of AIDS Prevention and Treatment & School of Public Health, Guangxi Medical University
- Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease
| | - Yuecong Yang
- Guangxi Key Laboratory of AIDS Prevention and Treatment & School of Public Health, Guangxi Medical University
- Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease
| | | | - Dongjia Lu
- Guangxi Key Laboratory of AIDS Prevention and Treatment & School of Public Health, Guangxi Medical University
- Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease
| | | | - Liuyang Lan
- Guangxi Key Laboratory of AIDS Prevention and Treatment & School of Public Health, Guangxi Medical University
- Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease
| | - Baodong Guo
- Guangxi Key Laboratory of AIDS Prevention and Treatment & School of Public Health, Guangxi Medical University
- Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease
| | - Xiping Yang
- Guangxi Key Laboratory of AIDS Prevention and Treatment & School of Public Health, Guangxi Medical University
- Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease
| | - Qing Wang
- Guangxi Key Laboratory of AIDS Prevention and Treatment & School of Public Health, Guangxi Medical University
- Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease
| | - Zhuoxin Li
- Guangxi Key Laboratory of AIDS Prevention and Treatment & School of Public Health, Guangxi Medical University
- Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease
| | - Yu Zhang
- Guangxi Key Laboratory of AIDS Prevention and Treatment & School of Public Health, Guangxi Medical University
- Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease
| | - Xing Yang
- Guangxi Key Laboratory of AIDS Prevention and Treatment & School of Public Health, Guangxi Medical University
- Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease
| | - Sufang Ai
- The Fourth People's Hospital of Nanning
| | | | - Ping Cui
- Guangxi Key Laboratory of AIDS Prevention and Treatment & School of Public Health, Guangxi Medical University
- Life Science Institute, Guangxi Medical University, Nanning, Guangxi, China
| | - Hao Liang
- Guangxi Key Laboratory of AIDS Prevention and Treatment & School of Public Health, Guangxi Medical University
- Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease
- Life Science Institute, Guangxi Medical University, Nanning, Guangxi, China
| | - Li Ye
- Guangxi Key Laboratory of AIDS Prevention and Treatment & School of Public Health, Guangxi Medical University
- Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease
- Life Science Institute, Guangxi Medical University, Nanning, Guangxi, China
| | - Jiegang Huang
- Guangxi Key Laboratory of AIDS Prevention and Treatment & School of Public Health, Guangxi Medical University
- Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease
| |
Collapse
|
13
|
Tang Y, Nie H, Zhang Y, Wei Y, Huang Y, Zhuang Y, Yang W, Zhu Y. Effects of Sjogren's syndrome and high sugar diet on oral microbiome in patients with rampant caries: a clinical study. BMC Oral Health 2024; 24:361. [PMID: 38515087 PMCID: PMC10956276 DOI: 10.1186/s12903-024-04150-8] [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: 11/07/2023] [Accepted: 03/15/2024] [Indexed: 03/23/2024] Open
Abstract
OBJECTIVE The purpose of this study was to assess the composition of the oral microbial flora of adults with rampant caries in China to provide guidance for treatment. PATIENTS AND METHODS Sixty human salivary and supragingival plaque samples were collected. They were characterized into four groups: patients with rampant caries with Sjogren's syndrome (RC-SS) or high-sugar diet (RC-HD), common dental caries (DC), and healthy individuals (HP). The 16S rRNA V3-V4 region of the bacterial DNA was detected by Illumina sequencing. PCoA based on OTU with Bray-Curtis algorithm, the abundance of each level, LEfSe analysis, network analysis, and PICRUSt analysis were carried out between the four groups and two sample types. Clinical and demographic data were compared using analysis of variance (ANOVA) or the nonparametric Kruskal-Wallis rank-sum test, depending on the normality of the data, using GraphPad Prism 8 (P < 0.05). RESULTS OTU principal component analysis revealed a significant difference between healthy individuals and those with RC-SS. In the saliva of patients with rampant caries, the relative abundance of Firmicutes increased significantly at the phylum level. Further, Streptocpccus, Veillonella, Prevotella, and Dialister increased, while Neisseria and Haemophilus decreased at the genus level. Veillonella increased in the plaque samples of patients with rampant caries. CONCLUSION Both salivary and dental plaque composition were significantly different between healthy individuals and patients with rampant caries. This study provides a microbiological basis for exploring the etiology of rampant caries. CLINICAL RELEVANCE This study provides basic information on the flora of the oral cavity in adults with rampant caries in China. These findings could serve as a reference for the treatment of this disease.
Collapse
Affiliation(s)
- Yifei Tang
- Department of Endodontic, Nanjing Stomatological Hospital, Affiliated Hospital of Medical School, Research Institute of Stomatology, Nanjing University, Nanjing, China
| | - Hua Nie
- Department of Endodontic, Nanjing Stomatological Hospital, Affiliated Hospital of Medical School, Research Institute of Stomatology, Nanjing University, Nanjing, China
| | - Yu Zhang
- Department of Endodontic, Nanjing Stomatological Hospital, Affiliated Hospital of Medical School, Research Institute of Stomatology, Nanjing University, Nanjing, China
| | - Yuan Wei
- Department of Endodontic, Nanjing Stomatological Hospital, Affiliated Hospital of Medical School, Research Institute of Stomatology, Nanjing University, Nanjing, China
| | - Yequan Huang
- Department of Endodontic, Nanjing Stomatological Hospital, Affiliated Hospital of Medical School, Research Institute of Stomatology, Nanjing University, Nanjing, China
| | - Yuan Zhuang
- Department of Endodontic, Nanjing Stomatological Hospital, Affiliated Hospital of Medical School, Research Institute of Stomatology, Nanjing University, Nanjing, China
| | - Weidong Yang
- Department of Endodontic, Nanjing Stomatological Hospital, Affiliated Hospital of Medical School, Research Institute of Stomatology, Nanjing University, Nanjing, China.
| | - Yanan Zhu
- Department of Endodontic, Nanjing Stomatological Hospital, Affiliated Hospital of Medical School, Research Institute of Stomatology, Nanjing University, Nanjing, China.
| |
Collapse
|
14
|
Huang KD, Amend L, Gálvez EJC, Lesker TR, de Oliveira R, Bielecka A, Blanco-Míguez A, Valles-Colomer M, Ruf I, Pasolli E, Buer J, Segata N, Esser S, Strowig T, Kehrmann J. Establishment of a non-Westernized gut microbiota in men who have sex with men is associated with sexual practices. Cell Rep Med 2024; 5:101426. [PMID: 38366600 PMCID: PMC10982974 DOI: 10.1016/j.xcrm.2024.101426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 09/07/2023] [Accepted: 01/22/2024] [Indexed: 02/18/2024]
Abstract
The human gut microbiota is influenced by various factors, including health status and environmental conditions, yet considerable inter-individual differences remain unexplained. Previous studies identified that the gut microbiota of men who have sex with men (MSM) is distinct from that of non-MSM. Here, we reveal through species-level microbiota analysis using shotgun metagenomics that the gut microbiota of many MSM with Western origin resembles gut microbial communities of non-Westernized populations. Specifically, MSM gut microbiomes are frequently dominated by members of the Prevotellaceae family, including co-colonization of species from the Segatella copri complex and unknown Prevotellaceae members. Questionnaire-based analysis exploring inter-individual differences in MSM links specific sexual practices to microbiota composition. Moreover, machine learning identifies microbial features associated with sexual activities in MSM. Together, this study shows associations of sexual activities with gut microbiome alterations in MSM, which may have a large impact on population-based microbiota studies.
Collapse
Affiliation(s)
- Kun D Huang
- Department of Microbial Immune Regulation, Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - Lena Amend
- Department of Microbial Immune Regulation, Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - Eric J C Gálvez
- Department of Microbial Immune Regulation, Helmholtz Centre for Infection Research, Braunschweig, Germany; Hannover Medical School, Hannover, Germany; Roche Pharma Research and Early Development, Roche Innovation Center, Basel, Switzerland
| | - Till-Robin Lesker
- Department of Microbial Immune Regulation, Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - Romulo de Oliveira
- Department of Microbial Immune Regulation, Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - Agata Bielecka
- Department of Microbial Immune Regulation, Helmholtz Centre for Infection Research, Braunschweig, Germany
| | | | - Mireia Valles-Colomer
- Department CIBIO, University of Trento, Trento, Italy; Department of Medicine and Life Sciences, University Pompeu Fabra, Barcelona, Spain
| | - Isabel Ruf
- Institute of Medical Microbiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Edoardo Pasolli
- Department of Agricultural Sciences, University of Naples, Naples, Italy
| | - Jan Buer
- Institute of Medical Microbiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Nicola Segata
- Department CIBIO, University of Trento, Trento, Italy
| | - Stefan Esser
- Department of Dermatology and Venerology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Till Strowig
- Department of Microbial Immune Regulation, Helmholtz Centre for Infection Research, Braunschweig, Germany; Hannover Medical School, Hannover, Germany; Centre for Individualized Infection Medicine, Hannover, Germany.
| | - Jan Kehrmann
- Institute of Medical Microbiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany.
| |
Collapse
|
15
|
Lohani SC, Ramer-Tait AE, Li Q. High-fat diet feeding exacerbates HIV-1 rectal transmission. mSystems 2024; 9:e0132223. [PMID: 38303112 PMCID: PMC10949459 DOI: 10.1128/msystems.01322-23] [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: 12/11/2023] [Accepted: 01/07/2024] [Indexed: 02/03/2024] Open
Abstract
High-fat diet (HFD) is well known to impact various aspects of gut health and has been associated with many diseases and inflammation. However, the impact of HFD feeding on HIV-1 rectal transmission has not yet been well addressed. With an increasing threat of HIV-1 infection in men who have sex with men (MSM), where the rectal route is the primary mode of infection, it is imperative to understand the impact of HFD on gut microbiota and inflammation and consequently, its effect on HIV-1 rectal transmission. Here, we utilized our double humanized bone marrow, liver, thymus (dHu-BLT) mouse model to assess the impact of HFD feeding on the host's susceptibility to HIV-1 rectal transmission. We found that feeding an HFD successfully altered the gut microbial composition within 3 weeks in the dHu-BLT mouse model. In addition, levels of inflammatory mediators, specifically IL-12p70, IP-10, ICAM-1, and fecal calprotectin, were significantly higher in HFD-fed mice compared to control mice on a regular chow diet. We also observed that significantly different inflammatory markers (IL-12p70 and ICAM-1) were negatively correlated with the number of observed ASVs, Shannon diversity, and Faith's diversity in the HFD-fed group. Notably, when repeatedly challenged with a low dose of HIV-1 via a rectal route, mice receiving an HFD were significantly more susceptible to HIV-1 rectal infection than control mice. Together, these results underscore the impact of HFD feeding on the gut microbiota and inflammation and suggest the significance of diet-induced gut microbial dysbiosis and inflammation in promoting viral infection.IMPORTANCEHFD induces gut microbial dysbiosis and inflammation and has been associated with many infections and disease progression; however, its impact on HIV-1 rectal transmission is largely unknown. Given the increasing threat of HIV-1 incidence in men who have sex with men (MSM), it has become crucial to comprehend the impact of factors associated with gut health, like HFD consumption, on host susceptibility to HIV-1 rectal transmission. This is particularly important since anal intercourse remains the primary mode of HIV transmission within the MSM group. In this study, utilizing our unique mouse model, featuring both the human immune system and gut microbiota, we showed that HFD feeding led to gut microbial dysbiosis, induced inflammation, and increased HIV-1 rectal transmission. Collectively, our study highlights the significant impact of HFD on gut microbiota and inflammation and suggests an HFD consumption as a potential risk factor for promoting HIV-1 rectal susceptibility.
Collapse
Affiliation(s)
- Saroj Chandra Lohani
- School of Biological Sciences, University of Nebraska-Lincoln, Lincoln, Nebraska, USA
- Nebraska Center for Virology, University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - Amanda E. Ramer-Tait
- Department of Food Science and Technology, University of Nebraska-Lincoln, Lincoln, Nebraska, USA
- Nebraska Food for Health Center, University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - Qingsheng Li
- School of Biological Sciences, University of Nebraska-Lincoln, Lincoln, Nebraska, USA
- Nebraska Center for Virology, University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| |
Collapse
|
16
|
Li K, Zhang C, Deng J, Zeng H, Zhang Y, Lai G, Zhong X, Xie B. Causal effects of gut microbiome on HIV infection: a two-sample mendelian randomization analysis. BMC Infect Dis 2024; 24:280. [PMID: 38438963 PMCID: PMC10913272 DOI: 10.1186/s12879-024-09176-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 02/26/2024] [Indexed: 03/06/2024] Open
Abstract
BACKGROUND The causal association between gut microbiome and HIV infection remains to be elucidated. We conducted a two-sample mendelian randomization analysis to estimate the causality between gut microbiome and HIV infection. METHODS Publicly released genome-wide association studies summary data were collected to perform the mendelian analysis. The GWAS summary data of gut microbiome was retrieved from the MiBioGen consortium, which contains 18 340 samples from 24 cohorts. GWAS summary data of HIV infection was collected from the R5 release of FinnGen consortium, including 357 HIV infected cases and 218 435 controls. The SNPs were selected as instrumental variables according to our selection rules. And SNPs with a F-statistics less than ten were regarded as weak instrumental variables and excluded. Mendelian randomization analysis was conducted by five methods, including inverse variance weighted (IVW), MR-Egger, weighted median, weighted mode, and simple mode. The Cochran's Q test and MR-Egger intercept test were performed to identify heterogeneity and pleiotropy. Leave-one-out analysis were used to test the sensitivity of the results. RESULTS Fifteen gut microbiota taxa showed causal effects on HIV infection according to the MR methods. Four taxa were observed to increase the risk of HIV infection, including Ruminococcaceae (OR: 2.468[1.043, 5.842], P: 0.039), Ruminococcaceae UCG005 (OR: 2.051[1.048, 4.011], P: 0.036), Subdoligranulum (OR: 3.957[1.762, 8.887], P < 0.001) and Victivallis (OR: 1.605[1.012, 2.547], P=0.044). Erysipelotrichaceae was protective factor of HIV infection (OR: 0.278[0.106, 0.731], P < 0.001) and Methanobrevibacter was also found to be associated with reduced risk of HIV infection (OR: 0.509[0.265, 0.980], P=0.043). Horizontal pleiotropy was found for Fusicatenibacter (P<0.05) according to the MR-Egger regression intercept analysis. No heterogeneity was detected. CONCLUSION Our results demonstrate significant causal effects of gut microbiome on HIV infection. These findings facilitate future studies to develop better strategies for HIV prophylaxis through gut microbiome regulation. Further explorations are also warranted to dissect the mechanism of how gut microbiome affects HIV susceptibility.
Collapse
Affiliation(s)
- Kangjie Li
- College of Public Health, Chongqing Medical University, Chongqing, China
| | - Cong Zhang
- College of Public Health, Chongqing Medical University, Chongqing, China
| | - Jielian Deng
- College of Public Health, Chongqing Medical University, Chongqing, China
| | - Haijiao Zeng
- College of Public Health, Chongqing Medical University, Chongqing, China
| | - Yuan Zhang
- College of Public Health, Chongqing Medical University, Chongqing, China
| | - Guichuan Lai
- College of Public Health, Chongqing Medical University, Chongqing, China
| | - Xiaoni Zhong
- College of Public Health, Chongqing Medical University, Chongqing, China.
| | - Biao Xie
- College of Public Health, Chongqing Medical University, Chongqing, China.
| |
Collapse
|
17
|
Rocafort M, Gootenberg DB, Luévano JM, Paer JM, Hayward MR, Bramante JT, Ghebremichael MS, Xu J, Rogers ZH, Munoz AR, Okello S, Kim JH, Sentongo R, Wagubi R, Lankowski A, Maruapula S, Zhao G, Handley SA, Mosepele M, Siedner MJ, Kwon DS. HIV-associated gut microbial alterations are dependent on host and geographic context. Nat Commun 2024; 15:1055. [PMID: 38316748 PMCID: PMC10844288 DOI: 10.1038/s41467-023-44566-4] [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: 02/03/2021] [Accepted: 12/19/2023] [Indexed: 02/07/2024] Open
Abstract
HIV-associated changes in intestinal microbiota are believed to be important drivers of disease progression. However, the majority of studies have focused on populations in high-income countries rather than in developing regions where HIV burden is greatest. To better understand the impact of HIV on fecal microbiota globally, we compare the fecal microbial community of individuals in the U.S., Uganda, and Botswana. We identify significant bacterial taxa alterations with both treated and untreated HIV infection with a high degree of uniqueness in each cohort. HIV-associated taxa alterations are also significantly different between populations that report men who have sex with men (MSM) behavior and non-MSM populations. Additionally, while we find that HIV infection is consistently associated with higher soluble markers of immune activation, most specific bacterial taxa associated with these markers in each region are not shared and none are shared across all three geographic locations in our study. Our findings demonstrate that HIV-associated changes in fecal microbiota are overall distinct among geographical locations and sexual behavior groups, although a small number of taxa shared between pairs of geographic locations warrant further investigation, highlighting the importance of considering host context to fully assess the impact of the gut microbiome on human health and disease.
Collapse
Affiliation(s)
- Muntsa Rocafort
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, 02139, USA
| | - David B Gootenberg
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, 02139, USA
- Harvard Medical School, Boston, MA, 02114, USA
| | - Jesús M Luévano
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, 02139, USA
- Harvard Medical School, Boston, MA, 02114, USA
| | - Jeffrey M Paer
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, 02139, USA
| | | | | | | | - Jiawu Xu
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, 02139, USA
| | - Zoe H Rogers
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, 02139, USA
| | | | - Samson Okello
- Department of Medicine, Mbarara University of Science and Technology, 1956, Mbarara, Uganda
| | - June-Ho Kim
- Harvard Medical School, Boston, MA, 02114, USA
| | - Ruth Sentongo
- Department of Medicine, Mbarara University of Science and Technology, 1956, Mbarara, Uganda
| | - Robert Wagubi
- Department of Medicine, Mbarara University of Science and Technology, 1956, Mbarara, Uganda
| | - Alex Lankowski
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Segametsi Maruapula
- Department of Family & Consumer Sciences, University of Botswana, 0022, Gaborone, Botswana
| | - Guoyan Zhao
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Scott A Handley
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Mosepele Mosepele
- Faculty of Medicine, University of Botswana, 0022, Gaborone, Botswana
| | - Mark J Siedner
- Harvard Medical School, Boston, MA, 02114, USA
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, MA, 02114, USA
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Douglas S Kwon
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, 02139, USA.
- Harvard Medical School, Boston, MA, 02114, USA.
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, 02114, USA.
| |
Collapse
|
18
|
Burkhart Colorado AS, Lazzaro A, Neff CP, Nusbacher N, Boyd K, Fiorillo S, Martin C, Siebert JC, Campbell TB, Borok M, Palmer BE, Lozupone C. Differential effects of antiretroviral treatment on immunity and gut microbiome composition in people living with HIV in rural versus urban Zimbabwe. MICROBIOME 2024; 12:18. [PMID: 38310301 PMCID: PMC10837999 DOI: 10.1186/s40168-023-01718-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Accepted: 11/09/2023] [Indexed: 02/05/2024]
Abstract
BACKGROUND The widespread availability of antiretroviral therapy (ART) has dramatically reduced mortality and improved life expectancy for people living with HIV (PLWH). However, even with HIV-1 suppression, chronic immune activation and elevated inflammation persist and have been linked to a pro-inflammatory gut microbiome composition and compromised intestinal barrier integrity. PLWH in urban versus rural areas of sub-Saharan Africa experience differences in environmental factors that may impact the gut microbiome and immune system, in response to ART, yet this has not previously been investigated in these groups. To address this, we measured T cell activation/exhaustion/trafficking markers, plasma inflammatory markers, and fecal microbiome composition in PLWH and healthy participants recruited from an urban clinic in the city of Harare, Zimbabwe, and a district hospital that services surrounding rural villages. PLWH were either ART naïve at baseline and sampled again after 24 weeks of first-line ART and the antibiotic cotrimoxazole or were ART-experienced at both timepoints. RESULTS Although expected reductions in the inflammatory marker IL-6, T-cell activation, and exhaustion were observed with ART-induced viral suppression, these changes were much more pronounced in the urban versus the rural area. Gut microbiome composition was the most highly altered from healthy controls in ART experienced PLWH, and characterized by both reduced alpha diversity and altered composition. However, gut microbiome composition showed a pronounced relationship with T cell activation and exhaustion in ART-naïve PLWH, suggesting a particularly significant role for the gut microbiome in disease progression in uncontrolled infection. Elevated immune exhaustion after 24 weeks of ART did correlate with both living in the rural location and a more Prevotella-rich/Bacteroides-poor microbiome type, suggesting a potential role for rural-associated microbiome differences or their co-variates in the muted improvements in immune exhaustion in the rural area. CONCLUSION Successful ART was less effective at reducing gut microbiome-associated inflammation and T cell activation in PLWH in rural versus urban Zimbabwe, suggesting that individuals on ART in rural areas of Zimbabwe may be more vulnerable to co-morbidity related to sustained immune dysfunction in treated infection. Video Abstract.
Collapse
Affiliation(s)
| | - Alessandro Lazzaro
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, 00185, Rome, Italy
| | - Charles Preston Neff
- Department Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA
| | - Nichole Nusbacher
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA
| | - Kathryn Boyd
- Department of Clinical Research, London School of Hygiene and Tropical Medicine, Keppel St, London, WC1E 7HT, England
| | - Suzanne Fiorillo
- Department Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA
| | - Casey Martin
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA
| | - Janet C Siebert
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA
| | - Thomas B Campbell
- Department Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA
| | - Margaret Borok
- Faculty of Medicine and Health Sciences, University of Zimbabwe, Harare, Zimbabwe
| | - Brent E Palmer
- Department Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA.
| | - Catherine Lozupone
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA.
| |
Collapse
|
19
|
Lin H, Chen Y, Abror G, Price M, Morris A, Sun J, Palella F, Chew KW, Brown TT, Rinaldo CR, Peddada SD. The effect of sexual behavior on HIV-1 seroconversion is mediated by the gut microbiome and proinflammatory cytokines. RESEARCH SQUARE 2024:rs.3.rs-3868545. [PMID: 38343862 PMCID: PMC10854284 DOI: 10.21203/rs.3.rs-3868545/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
The association between HIV-1 seroconversion and gut dysbiosis is well documented, and its association with sexual activity is also widely recognized. However, it is not known whether the gut dysbiosis mediates the effects of high-risk sexual behavior on HIV-1 seroconversion. In this report we focused on men who engaged in high-risk sexual behavior where they had receptive anal intercourse with multiple men. We demonstrate that proinflammatory cytokines, sCD14 and sCD163, and gut microbiota mediate the effects of this high-risk sexual behavior on subsequent HIV seroconversion. We discovered changes in the gut microbial ecology, prior to seroconversion, both in terms of the composition as well as inter-relationships among the commensal species. Furthermore, these changes correlate with future HIV seroconversion. Specifically, as the number of sexual partners increased, we discovered in a "dose-response" manner, a decrease in the abundance of commensal and short-chain fatty acid-producing species, A. muciniphila, B. caccae, B. fragilis, B. uniformis, Bacteroides spp., Butyricimonas spp., and Odoribacter spp, and an increase in proinflammatory species Dehalobacterium spp. and Methanobrevibacter spp. These changes were also observed among subsequent HIV seroconverters. Interestingly, we also discovered a reduction in correlations among these commensal and short-chain fatty acid producing bacteria in a "dose-response" manner with the number of sexual partners. Our mediation analysis not only provides a conceptual model for the disease process but also provides clues for future clinical interventions that will manipulate the gut microbiota to treat high-risk subjects to prevent HIV seroconversion.
Collapse
Affiliation(s)
- Huang Lin
- Co-first authors
- Biostatistics and Computational Biology, National Institute of Environmental Health Sciences (NIH), Research Triangle Park, NC USA
| | - Yue Chen
- Co-first authors
- Division of Infectious Diseases, Department of Medicine, University of Pittsburgh, Pittsburgh, PA USA
| | - Grace Abror
- Department of Infectious Diseases and Microbiology, School of Public Health, University of Pittsburgh, Pittsburgh, PA USA
| | - Meaghan Price
- Department of Infectious Diseases and Microbiology, School of Public Health, University of Pittsburgh, Pittsburgh, PA USA
| | - Alison Morris
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA USA
| | - Jing Sun
- Department of Epidemiology, The Johns Hopkins Bloomberg School of Public Health, Baltimore, MD USA
| | - Frank Palella
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL USA
| | - Kara W Chew
- School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
| | - Todd T Brown
- Department of Epidemiology, The Johns Hopkins Bloomberg School of Public Health, Baltimore, MD USA
| | - Charles R Rinaldo
- Co-senior authors
- Division of Infectious Diseases, Department of Medicine, University of Pittsburgh, Pittsburgh, PA USA
| | - Shyamal D Peddada
- Co-senior authors
- Biostatistics and Computational Biology, National Institute of Environmental Health Sciences (NIH), Research Triangle Park, NC USA
| |
Collapse
|
20
|
Smith WP. Negative Lifestyle Factors Specific to Aging Persons Living with HIV and Multimorbidity. J Int Assoc Provid AIDS Care 2024; 23:23259582241245228. [PMID: 39051608 PMCID: PMC11273731 DOI: 10.1177/23259582241245228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 02/28/2024] [Accepted: 03/18/2024] [Indexed: 07/27/2024] Open
Abstract
The primary goal of medical care during the pre-antiretroviral therapy (ART) era was to keep persons living with human immunodeficiency virus (HIV) alive, whereas since the advent of ART, the treatment objective has shifted to decreasing viral loads and infectiousness while increasing CD4+ T-cell counts and longevity. The health crisis, however, is in preventing and managing multimorbidity (ie, type 2 diabetes), which develops at a more accelerated or accentuated pace among aging persons living with HIV. Relative to the general population and age-matched uninfected adults, it may be more difficult for aging HIV-positive persons who also suffer from multimorbidity to improve negative lifestyle factors to the extent that their behaviors could support the prevention and management of diseases. With recommendations and a viable solution, this article explores the impact of negative lifestyle factors (ie, poor mental health, suboptimal nutrition, physical inactivity, alcohol use) on the health of aging individuals living with HIV.
Collapse
|
21
|
Martínez-Sanz J, Talavera-Rodríguez A, Díaz-Álvarez J, Rosas Cancio-Suárez M, Rodríguez JM, Alba C, Montes ML, Martín-Mateos R, Burgos-Santamaría D, Moreno S, Serrano-Villar S, Sánchez-Conde M. A gut microbiome signature for HIV and metabolic dysfunction-associated steatotic liver disease. Front Immunol 2023; 14:1297378. [PMID: 38162648 PMCID: PMC10755913 DOI: 10.3389/fimmu.2023.1297378] [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: 09/20/2023] [Accepted: 11/24/2023] [Indexed: 01/03/2024] Open
Abstract
Introduction Metabolic dysfunction-associated steatotic liver disease (MASLD), has emerged as an increasingly recognized problem among people living with HIV (PLWH). The gut-liver axis is considered to be strongly implicated in the pathogenesis of MASLD. We aimed to characterize the gut microbiota composition in PLWH and MASLD and compare it with that of two control groups: PLWH without MASLD and individuals with MASLD without HIV infection. Methods We collected clinical data and stool samples from participants. Bacterial 16S rRNA genes were amplified, sequenced, and clustered into operational taxonomic unit. Alpha diversity was studied by Shannon and Simpson indexes. To study how different the gut microbiota composition is between the different groups, beta diversity estimation was evaluated by principal coordinate analysis (PCoA) using Bray-Curtis dissimilarity. To further analyze differences in microbiome composition we performed a linear discriminant analysis (LDA) effect size (LEfSe). Results We included 30 HIV+MASLD+, 30 HIV+MASLD- and 20 HIV-MASLD+ participants. Major butyrate producers, including Faecalibacterium, Ruminococcus, and Lachnospira dominated the microbiota in all three groups. Shannon's and Simpson's diversity metrics were higher among MASLD+ individuals (Kruskal-Wallis p = 0.047). Beta diversity analysis showed distinct clustering in MASLD-, with MASLD+ participants overlapping regardless of HIV status (ADONIS significance <0.001). MASLD was associated with increased homogeneity across individuals, in contrast to that observed in the HIV+NAFDL- group, in which the dispersion was higher (Permanova test, p value <0.001; ANOSIM, p value <0.001). MASLD but not HIV determined a different microbiota structure (HIV+MASLD- vs. HIV+MASLD+, q-value = 0.002; HIV-MASLD+ vs. HIV+MASLD+, q-value = 0.930; and HIV-MASLD+ vs. HIV+MASLD-, q-value < 0.001). The most abundant genera in MASLD- were Prevotella, Bacteroides, Dialister, Acidaminococcos, Alloprevotella, and Catenibacterium. In contrast, the most enriched genera in MASLD+ were Ruminococcus, Streptococcus, Holdemanella, Blautia, and Lactobacillus. Conclusions We found a microbiome signature linked to MASLD, which had a greater influence on the overall structure of the gut microbiota than HIV status alone.
Collapse
Affiliation(s)
- Javier Martínez-Sanz
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
- CIBER de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - Alba Talavera-Rodríguez
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
- CIBER de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
- Universidad Complutense de Madrid (UCM), Madrid, Spain
| | - Jorge Díaz-Álvarez
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Marta Rosas Cancio-Suárez
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
- CIBER de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - Juan Miguel Rodríguez
- Department of Nutrition and Food Science, Complutense University of Madrid, Madrid, Spain
| | - Claudio Alba
- Department of Nutrition and Food Science, Complutense University of Madrid, Madrid, Spain
| | - María Luisa Montes
- HIV Unit - Internal Medicine Service, Hospital Universitario La Paz, Madrid, Spain
| | - Rosa Martín-Mateos
- Department of Gastroenterology and Hepatology, Metabolic Liver Disease Clinic, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Diego Burgos-Santamaría
- Department of Gastroenterology and Hepatology, Metabolic Liver Disease Clinic, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Santiago Moreno
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
- CIBER de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - Sergio Serrano-Villar
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
- CIBER de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - Matilde Sánchez-Conde
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
- CIBER de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| |
Collapse
|
22
|
Li K, Deng J, Zhang C, Lai G, Xie B, Zhong X. Gut microbiome dysbiosis in men who have sex with men increases HIV infection risk through immunity homeostasis alteration. Front Cell Infect Microbiol 2023; 13:1260068. [PMID: 38035339 PMCID: PMC10687210 DOI: 10.3389/fcimb.2023.1260068] [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: 07/17/2023] [Accepted: 10/27/2023] [Indexed: 12/02/2023] Open
Abstract
Objectives Recent studies pointed out that gut microbiome dysbiosis in HIV infection was possibly confounded in men who have sex with men (MSM), but there is a lack of evidence. It also remained unclear how MSM-associated gut microbiome dysbiosis affected human health. This study aimed to compare the differences in gut microbiome changes between HIV and MSM and reveal the potential impacts of MSM-associated gut microbiome dysbiosis on the immune system. Methods We searched available studies based on the PubMed database, and all gut microbiome changes associated with HIV infection and MSM were extracted from the enrolled studies. The gutMgene database was used to identify the target genes and metabolites of the gut microbiome. Bioinformatic technology and single-cell RNA sequencing data analysis were utilized to explore the impacts of these gut microbiome changes on human immunity. Results The results showed significant overlaps between the gut microbiome associated with HIV and that of MSM. Moreover, bioinformatic analysis revealed that gut microbiome dysbiosis in MSM had an impact on several pathways related to immunity, including the IL-17 signaling pathway and Th17 cell differentiation. Additionally, target genes of MSM-associated gut microbiome were found to be highly expressed in monocytes and lymphocytes, suggesting their potential regulatory role in immune cells. Furthermore, we found that MSM-associated gut microbiome could produce acetate and butyrate which were reported to increase the level of inflammatory factors. Conclusion In conclusion, this study highlighted that MSM-associated gut microbiome dysbiosis might increase the risk of HIV acquisition by activating the immune system. Further studies are expected to elucidate the mechanism by which gut microbiome dysbiosis in MSM modulates HIV susceptibility.
Collapse
Affiliation(s)
| | | | | | | | - Biao Xie
- College of Public Health, Chongqing Medical University, Chongqing, China
| | - Xiaoni Zhong
- College of Public Health, Chongqing Medical University, Chongqing, China
| |
Collapse
|
23
|
Pan Z, Wu N, Jin C. Intestinal Microbiota Dysbiosis Promotes Mucosal Barrier Damage and Immune Injury in HIV-Infected Patients. THE CANADIAN JOURNAL OF INFECTIOUS DISEASES & MEDICAL MICROBIOLOGY = JOURNAL CANADIEN DES MALADIES INFECTIEUSES ET DE LA MICROBIOLOGIE MEDICALE 2023; 2023:3080969. [PMID: 37927531 PMCID: PMC10625490 DOI: 10.1155/2023/3080969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 09/08/2023] [Accepted: 10/12/2023] [Indexed: 11/07/2023]
Abstract
The intestinal microbiota is an "invisible organ" in the human body, with diverse components and complex interactions. Homeostasis of the intestinal microbiota plays a pivotal role in maintaining the normal physiological process and regulating immune homeostasis. By reviewing more than one hundred related studies concerning HIV infection and intestinal microbiota from 2011 to 2023, we found that human immunodeficiency virus (HIV) infection can induce intestinal microbiota dysbiosis, which not only worsens clinical symptoms but also promotes the occurrence of post-sequelae symptoms and comorbidities. In the early stage of HIV infection, the intestinal mucosal barrier is damaged and a persistent inflammatory response is induced. Mucosal barrier damage and immune injury play a pivotal role in promoting the post-sequelae symptoms caused by HIV infection. This review summarizes the relationship between dysbiosis of the intestinal microbiota and mucosal barrier damage during HIV infection and discusses the potential mechanisms of intestinal barrier damage induced by intestinal microbiota dysbiosis and inflammation. Exploring these molecular mechanisms might provide new ideas to improve the efficacy of HIV treatment and reduce the incidence of post-sequelae symptoms.
Collapse
Affiliation(s)
- Zhaoyi Pan
- Jinan Microecological Biomedicine Shandong Laboratory, Jinan, China
| | - Nanping Wu
- Jinan Microecological Biomedicine Shandong Laboratory, Jinan, China
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Changzhong Jin
- Jinan Microecological Biomedicine Shandong Laboratory, Jinan, China
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| |
Collapse
|
24
|
Lazzaro A, Colorado ASB, Neff CP, Nusbacher N, Boyd K, Fiorillo S, Martin C, Siebert J, Campbell T, Borok M, Palmer B, Lozupone C. Antiretroviral treatment is less effective at reducing gut microbiome-associated inflammation and T cell activation in people living with HIV in rural versus urban Zimbabwe. RESEARCH SQUARE 2023:rs.3.rs-3300723. [PMID: 37693491 PMCID: PMC10491326 DOI: 10.21203/rs.3.rs-3300723/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/12/2023]
Abstract
The widespread availability of antiretroviral therapy (ART) for people living with HIV (PLWH) has dramatically reduced mortality and improved life expectancy. However, even with suppression of HIV-1 replication, chronic immune activation and elevated inflammation persist. Chronic immune activation has been linked to a pro-inflammatory gut microbiome composition, exacerbated by compromised intestinal barrier integrity that occurs after HIV infection. Individuals living in urban versus rural areas of sub-Saharan Africa have differences in environmental factors such as water source or diet that may impact gut microbiome composition, yet immune phenotype and gut microbiome composition response to ART in PLWH living in rural versus urban areas of sub-Saharan Africa have not been compared. Here, we measured immune phenotypes and fecal microbiome composition in PLWH and healthy participants recruited from the urban Mabvuku polyclinic in the city of Harare, Zimbabwe and the Mutoko District hospital located in a district 146 km from Harare that services surrounding rural villages. PLWH were either ART naïve at baseline and sampled again after 24 weeks of treatment with efavirenz/lamivudine/tenofovir disoproxil fumarate (EFV/3TC/TDF) and the prophylactic antibiotic cotrimoxazole or were ART experienced at both timepoints. Although expected reductions in the inflammatory marker IL-6, T-cell activation, and exhaustion were observed in individuals who had suppressed HIV-1 with treatment, these changes were significant only when considering individuals in the urban and not the rural area. Gut microbiome composition showed more marked differences from healthy controls in the ART experienced compared to ART naïve cohort, and consistent longitudinal changes were also observed in ART naïve PLWH after 24 weeks of treatment, including a reduction in alpha diversity and altered composition. However, gut microbiome composition showed a more pronounced relationship with chronic immune activation and exhaustion phenotypes in the ART naïve compared to ART experienced PLWH, suggesting a particularly significant role for the gut microbiome in disease progression in uncontrolled infection.
Collapse
|
25
|
Moreno E, Ron R, Serrano-Villar S. The microbiota as a modulator of mucosal inflammation and HIV/HPV pathogenesis: From association to causation. Front Immunol 2023; 14:1072655. [PMID: 36756132 PMCID: PMC9900135 DOI: 10.3389/fimmu.2023.1072655] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 01/06/2023] [Indexed: 01/24/2023] Open
Abstract
Although the microbiota has largely been associated with the pathogenesis of viral infections, most studies using omics techniques are correlational and hypothesis-generating. The mechanisms affecting the immune responses to viral infections are still being fully understood. Here we focus on the two most important sexually transmitted persistent viruses, HPV and HIV. Sophisticated omics techniques are boosting our ability to understand microbiota-pathogen-host interactions from a functional perspective by surveying the host and bacterial protein and metabolite production using systems biology approaches. However, while these strategies have allowed describing interaction networks to identify potential novel microbiota-associated biomarkers or therapeutic targets to prevent or treat infectious diseases, the analyses are typically based on highly dimensional datasets -thousands of features in small cohorts of patients-. As a result, we are far from getting to their clinical use. Here we provide a broad overview of how the microbiota influences the immune responses to HIV and HPV disease. Furthermore, we highlight experimental approaches to understand better the microbiota-host-virus interactions that might increase our potential to identify biomarkers and therapeutic agents with clinical applications.
Collapse
Affiliation(s)
- Elena Moreno
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, Facultad de Medicina, Universidad de Alcalá, IRYCIS, Madrid, Spain
- CIBERINFEC, Instituto de Salud Carlos III, Madrid, Spain
| | - Raquel Ron
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, Facultad de Medicina, Universidad de Alcalá, IRYCIS, Madrid, Spain
- CIBERINFEC, Instituto de Salud Carlos III, Madrid, Spain
| | - Sergio Serrano-Villar
- Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, Facultad de Medicina, Universidad de Alcalá, IRYCIS, Madrid, Spain
- CIBERINFEC, Instituto de Salud Carlos III, Madrid, Spain
| |
Collapse
|
26
|
Littlefield KM, Schneider JM, Neff CP, Soesanto V, Siebert JC, Nusbacher NM, Moreno-Huizar N, Cartwright IM, Armstrong AJS, Colgen SP, Lozupone CA, Palmer BE. Elevated inflammatory fecal immune factors in men who have sex with men with HIV associate with microbiome composition and gut barrier function. Front Immunol 2022; 13:1072720. [PMID: 36605218 PMCID: PMC9808389 DOI: 10.3389/fimmu.2022.1072720] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 11/30/2022] [Indexed: 12/24/2022] Open
Abstract
Introduction People living with HIV infection (PLWH) exhibit elevated levels of gastrointestinal inflammation. Potential causes of this inflammation include HIV infection and associated immune dysfunction, sexual behaviors among men who have sex with men (MSM) and gut microbiome composition. Methods To better understand the etiology of gastrointestinal inflammation we examined levels of 28 fecal soluble immune factors (sIFs) and the fecal microbiome in well-defined cohorts of HIV seronegative MSM (MSM-SN), MSM with untreated HIV infection (MSM-HIV) and MSM with HIV on anti-retroviral treatment (MSMART). Additionally, fecal solutes from these participants were used to stimulate T-84 colonic epithelial cells to assess barrier function. Results Both MSM cohorts with HIV had elevated levels of fecal calprotectin, a clinically relevant marker of GI inflammation, and nine inflammatory fecal sIFs (GM-CSF, ICAM-1, IL-1β, IL-12/23, IL-15, IL-16, TNF-β, VCAM-1, and VEGF). Interestingly, four sIFs (GM-CSF, ICAM-1, IL-7 and IL-12/23) were significantly elevated in MSM-SN compared to seronegative male non-MSM. Conversely, IL-22 and IL-13, cytokines beneficial to gut health, were decreased in all MSM with HIV and MSM-SN respectively. Importantly, all of these sIFs significantly correlated with calprotectin, suggesting they play a role in GI inflammation. Principal coordinate analysis revealed clustering of fecal sIFs by MSM status and significant associations with microbiome composition. Additionally, fecal solutes from participants in the MSM-HIV cohort significantly decreased colonic transcellular fluid transport in vitro, compared to non-MSM-SN, and this decrease associated with overall sIF composition and increased concentrations of eight inflammatory sIFs in participants with HIV. Lastly, elevated levels of plasma, sCD14 and sCD163, directly correlated with decreased transcellular transport and microbiome composition respectively, indicating that sIFs and the gut microbiome are associated with, and potentially contribute to, bacterial translocation. Conclusion Taken together, these data demonstrate that inflammatory sIFs are elevated in MSM, regardless of HIV infection status, and are associated with the gut microbiome and intestinal barrier function.
Collapse
Affiliation(s)
| | | | - Charles P. Neff
- Department of Medicine, University of Colorado, Aurora, CO, United States
| | - Victoria Soesanto
- Department of Medicine, University of Colorado, Aurora, CO, United States
| | - Janet C. Siebert
- Department of Medicine, University of Colorado, Aurora, CO, United States
- CytoAnalytics, Denver, CO, United States
| | - Nichole M. Nusbacher
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Nancy Moreno-Huizar
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Ian M. Cartwright
- Department of Medicine, University of Colorado, Aurora, CO, United States
| | - Abigail J. S. Armstrong
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Sean P. Colgen
- Department of Medicine, University of Colorado, Aurora, CO, United States
| | - Catherine A. Lozupone
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Brent E. Palmer
- Department of Medicine, University of Colorado, Aurora, CO, United States
| |
Collapse
|
27
|
Hamamah S, Gheorghita R, Lobiuc A, Sirbu IO, Covasa M. Fecal microbiota transplantation in non-communicable diseases: Recent advances and protocols. Front Med (Lausanne) 2022; 9:1060581. [PMID: 36569149 PMCID: PMC9773399 DOI: 10.3389/fmed.2022.1060581] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 11/21/2022] [Indexed: 12/13/2022] Open
Abstract
Fecal microbiota transplant (FMT) is a therapeutic method that aims to restore normal gut microbial composition in recipients. Currently, FMT is approved in the USA to treat recurrent and refractory Clostridioides difficile infection and has been shown to have great efficacy. As such, significant research has been directed toward understanding the potential role of FMT in other conditions associated with gut microbiota dysbiosis such as obesity, type 2 diabetes mellitus, metabolic syndrome, neuropsychiatric disorders, inflammatory bowel disease, irritable bowel syndrome, decompensated cirrhosis, cancers and graft-versus-host disease. This review examines current updates and efficacy of FMT in treating conditions other than Clostridioides difficile infection. Further, protocols for administration of FMT are also discussed including storage of fecal samples in stool banks, inclusion/exclusion criteria for donors, fecal sample preparation and methods of treatment administration. Overall, understanding the mechanisms by which FMT can manipulate gut microbiota to provide therapeutic benefit as well as identifying potential adverse effects is an important step in clarifying its long-term safety and efficacy in treating multiple conditions in the future.
Collapse
Affiliation(s)
- Sevag Hamamah
- Department of Basic Medical Sciences, College of Osteopathic Medicine, Western University of Health Sciences, Pomona, CA, United States
| | - Roxana Gheorghita
- Department of Medicine and Biomedical Sciences, College of Medicine and Biological Science, University of Suceava, Suceava, Romania,Department of Biochemistry, Victor Babeş University of Medicine and Pharmacy Timisoara, Timişoara, Romania
| | - Andrei Lobiuc
- Department of Medicine and Biomedical Sciences, College of Medicine and Biological Science, University of Suceava, Suceava, Romania
| | - Ioan-Ovidiu Sirbu
- Department of Biochemistry, Victor Babeş University of Medicine and Pharmacy Timisoara, Timişoara, Romania,Center for Complex Network Science, Victor Babeş University of Medicine and Pharmacy Timisoara, Timişoara, Romania
| | - Mihai Covasa
- Department of Basic Medical Sciences, College of Osteopathic Medicine, Western University of Health Sciences, Pomona, CA, United States,Department of Medicine and Biomedical Sciences, College of Medicine and Biological Science, University of Suceava, Suceava, Romania,*Correspondence: Mihai Covasa,
| |
Collapse
|
28
|
Chriswell ME, Lefferts AR, Clay MR, Hsu AR, Seifert J, Feser ML, Rims C, Bloom MS, Bemis EA, Liu S, Maerz MD, Frank DN, Demoruelle MK, Deane KD, James EA, Buckner JH, Robinson WH, Holers VM, Kuhn KA. Clonal IgA and IgG autoantibodies from individuals at risk for rheumatoid arthritis identify an arthritogenic strain of Subdoligranulum. Sci Transl Med 2022; 14. [PMID: 36288282 PMCID: PMC9804515 DOI: 10.1126/scitranslmed.abn5166 10.1126/scitranslmed.abn5166] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
The mucosal origins hypothesis of rheumatoid arthritis (RA) proposes a central role for mucosal immune responses in the initiation or perpetuation of the systemic autoimmunity that occurs with disease. However, the connection between the mucosa and systemic autoimmunity in RA remains unclear. Using dual immunoglobulin A (IgA) and IgG family plasmablast-derived monoclonal autoantibodies obtained from peripheral blood of individuals at risk for RA, we identified cross-reactivity between RA-relevant autoantigens and bacterial taxa in the closely related families Lachnospiraceae and Ruminococcaceae. After generating bacterial isolates within the Lachnospiraceae/Ruminococcaceae genus Subdoligranulum from the feces of an individual, we confirmed monoclonal antibody binding and CD4+ T cell activation in individuals with RA compared to control individuals. In addition, when Subdoligranulum isolate 7 but not isolate 1 colonized germ-free mice, it stimulated TH17 cell expansion, serum RA-relevant IgG autoantibodies, and joint swelling reminiscent of early RA, with histopathology characterized by antibody deposition and complement activation. Systemic immune responses were likely due to mucosal invasion along with the generation of colon-isolated lymphoid follicles driving increased fecal and serum IgA by isolate 7, because B and CD4+ T cell depletion not only halted intestinal immune responses but also eliminated detectable clinical disease. In aggregate, these findings demonstrate a mechanism of RA pathogenesis through which a specific intestinal strain of bacteria can drive systemic autoantibody generation and joint-centered antibody deposition and immune activation.
Collapse
Affiliation(s)
- Meagan E. Chriswell
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - Adam R. Lefferts
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - Michael R. Clay
- Department of Pathology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - Alex Ren Hsu
- Division of Immunology and Rheumatology, Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305
| | - Jennifer Seifert
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - Marie L. Feser
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - Cliff Rims
- Benaroya Research Institute, Seattle, WA 98101
| | - Michelle S. Bloom
- Division of Immunology and Rheumatology, Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305
| | - Elizabeth A. Bemis
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - Sucai Liu
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | | | - Daniel N. Frank
- Division of Infectious Disease, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - M. Kristen Demoruelle
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - Kevin D. Deane
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | | | | | - William H. Robinson
- Division of Immunology and Rheumatology, Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305
| | - V. Michael Holers
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - Kristine A. Kuhn
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045,Corresponding Author:
| |
Collapse
|
29
|
Chriswell ME, Lefferts AR, Clay MR, Hsu AR, Seifert J, Feser ML, Rims C, Bloom MS, Bemis EA, Liu S, Maerz MD, Frank DN, Demoruelle MK, Deane KD, James EA, Buckner JH, Robinson WH, Holers VM, Kuhn KA. Clonal IgA and IgG autoantibodies from individuals at risk for rheumatoid arthritis identify an arthritogenic strain of Subdoligranulum. Sci Transl Med 2022; 14:eabn5166. [PMID: 36288282 PMCID: PMC9804515 DOI: 10.1126/scitranslmed.abn5166] [Citation(s) in RCA: 97] [Impact Index Per Article: 32.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
The mucosal origins hypothesis of rheumatoid arthritis (RA) proposes a central role for mucosal immune responses in the initiation or perpetuation of the systemic autoimmunity that occurs with disease. However, the connection between the mucosa and systemic autoimmunity in RA remains unclear. Using dual immunoglobulin A (IgA) and IgG family plasmablast-derived monoclonal autoantibodies obtained from peripheral blood of individuals at risk for RA, we identified cross-reactivity between RA-relevant autoantigens and bacterial taxa in the closely related families Lachnospiraceae and Ruminococcaceae. After generating bacterial isolates within the Lachnospiraceae/Ruminococcaceae genus Subdoligranulum from the feces of an individual, we confirmed monoclonal antibody binding and CD4+ T cell activation in individuals with RA compared to control individuals. In addition, when Subdoligranulum isolate 7 but not isolate 1 colonized germ-free mice, it stimulated TH17 cell expansion, serum RA-relevant IgG autoantibodies, and joint swelling reminiscent of early RA, with histopathology characterized by antibody deposition and complement activation. Systemic immune responses were likely due to mucosal invasion along with the generation of colon-isolated lymphoid follicles driving increased fecal and serum IgA by isolate 7, because B and CD4+ T cell depletion not only halted intestinal immune responses but also eliminated detectable clinical disease. In aggregate, these findings demonstrate a mechanism of RA pathogenesis through which a specific intestinal strain of bacteria can drive systemic autoantibody generation and joint-centered antibody deposition and immune activation.
Collapse
Affiliation(s)
- Meagan E. Chriswell
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - Adam R. Lefferts
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - Michael R. Clay
- Department of Pathology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - Alex Ren Hsu
- Division of Immunology and Rheumatology, Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305
| | - Jennifer Seifert
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - Marie L. Feser
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - Cliff Rims
- Benaroya Research Institute, Seattle, WA 98101
| | - Michelle S. Bloom
- Division of Immunology and Rheumatology, Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305
| | - Elizabeth A. Bemis
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - Sucai Liu
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | | | - Daniel N. Frank
- Division of Infectious Disease, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - M. Kristen Demoruelle
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - Kevin D. Deane
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | | | | | - William H. Robinson
- Division of Immunology and Rheumatology, Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305
| | - V. Michael Holers
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - Kristine A. Kuhn
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045,Corresponding Author:
| |
Collapse
|
30
|
Lu X, Zhang K, Wang T, Zhang X, Zhang J, Wei H, Gao P, Wang J, Zhang H, Zhang Z. Gut Microbiome Alterations in Men Who Have Sex with Men-a Preliminary Report. Curr HIV Res 2022; 20:CHR-EPUB-126224. [PMID: 36089779 DOI: 10.2174/1570162x20666220908105918] [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: 05/07/2022] [Revised: 07/06/2022] [Accepted: 07/29/2022] [Indexed: 11/22/2022]
Abstract
BACKGROUND Studies have found that HIV is mainly transmitted through the mucosal surface, and the entrance of early progression of the disease is the rectal and colonic mucosa. So, this paper aimed to explore and analyze the structural differences of gut microbiome between men who have sex with men (MSM) and those who haven't sex with men (Non-MSM), expecting finding novel biological factors that potentially impact transmission and/or disease in MSM population. METHODS We collected a total of 33 stool samples, 16 were MSM and 17 were Non-MSM. The 16S rRNA gene amplification sequencing was used to detect the alteration and structure of the gut microbiome community in two groups. RESULTS The difference in β diversity of gut microbiome of two groups of subjects was statistically significant (P<0.001), indicating that the difference in the structure of the gut microbiome of two groups was statistically significant. Compared with the phylum and genus level of Non-MSM group, the relative abundances of Actinobacteria, Proteobacteria, genera Collinsella, Prevotella, Bifidobacterium and Ralstonia in MSM group were higher (P<0.001, P<0.05, LDA score(log10)>2), and the relative abundance of Bacteroidetes, genera Erysipelotrichaceae incertae sedis, Bilophila, Holdemania, Clostridium XIVb and Bacteroidaceae in MSM group was lower (P<0.01, LDA score(log10)>2). CONCLUSIONS There are some differences in the structure of gut microbiome between MSM group and Non-MSM group. It indicates the differences in behavior and characteristics between MSM and Non-MSM population may be related to the difference in the structure of gut microbiome.
Collapse
Affiliation(s)
- Xiaoyan Lu
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China
| | - Kexin Zhang
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China
| | - Tianli Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China
| | - Xueqing Zhang
- Department of Epidemiology and Biostatistics, School of Public Health,c, Hefei, China
| | - Jianghui Zhang
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China
| | - Hongyuan Wei
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China
| | - Pan Gao
- Qingwei Public Health Service Center of Luyang, Hefei, China
| | - Jun Wang
- Department of Maternal, Child & Adolescent Health, School of Public Health, Anhui Medical University, Hefei, China
| | - Hongbo Zhang
- Department of Maternal, Child & Adolescent Health, School of Public Health, Anhui Medical University, Hefei, China
| | - Zhihua Zhang
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China
| |
Collapse
|
31
|
Amer FA, Hammad NM, Wegdan AA, ElBadawy NE, Pagliano P, Rodríguez-Morales AJ. Growing shreds of evidence for monkeypox to be a sexually transmitted infection. LE INFEZIONI IN MEDICINA 2022; 30:323-327. [PMID: 36148175 PMCID: PMC9448319 DOI: 10.53854/liim-3003-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 07/06/2022] [Indexed: 06/07/2023]
Affiliation(s)
- Fatma A. Amer
- Medical Microbiology and Immunology Department, Faculty of Medicine, Zagazig, Egypt
- Viral Infection Working Group/International Society for Antimicrobial Chemotherapy
| | - Noha M. Hammad
- Medical Microbiology and Immunology Department, Faculty of Medicine, Zagazig, Egypt
- Viral Infection Working Group/International Society for Antimicrobial Chemotherapy
| | - Ahmed Ashraf Wegdan
- Viral Infection Working Group/International Society for Antimicrobial Chemotherapy
- Medical Microbiology and Immunology Department, Faculty of Medicine, Fayoum University, Fayoum, Egypt
| | - Nissreen E. ElBadawy
- Medical Microbiology and Immunology Department, Faculty of Medicine, Zagazig, Egypt
- Viral Infection Working Group/International Society for Antimicrobial Chemotherapy
| | - Pasquale Pagliano
- Department of Infectious Diseases, University of Salerno, Salerno, Italy
| | - Alfonso J. Rodríguez-Morales
- Grupo de Investigación Biomedicina, Faculty of Medicine, Fundación Universitaria Autónoma de las Américas, Pereira 660001, Risaralda, Colombia
- Program of Master in Clinical Epidemiology and Biostatistics, Universidad Científica del Sur, Lima 150142, Peru
| |
Collapse
|
32
|
Gosalbes MJ, Jimenéz-Hernandéz N, Moreno E, Artacho A, Pons X, Ruíz-Pérez S, Navia B, Estrada V, Manzano M, Talavera-Rodriguez A, Madrid N, Vallejo A, Luna L, Pérez-Molina JA, Moreno S, Serrano-Villar S. Interactions among the mycobiome, bacteriome, inflammation, and diet in people living with HIV. Gut Microbes 2022; 14:2089002. [PMID: 35748016 PMCID: PMC9235884 DOI: 10.1080/19490976.2022.2089002] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
While the intestinal microbiome seems a major driver of persistent immune defects in people with HIV (PWH), little is known about its fungal component, the mycobiome. We assessed the inter-kingdom mycobiome-bacteriome interactions, the impact of diet, and the association with the innate and adaptive immunity in PWH on antiretroviral therapy. We included 24 PWH individuals and 12 healthy controls. We sequenced the Internal Transcribed Spacer 2 amplicons, determined amplicon sequence variants, measured biomarkers of the innate and adaptive immunity in blood and relations with diet. Compared to healthy controls, PWH subjects exhibited a distinct and richer mycobiome and an enrichment for Debaryomyces hansenii, Candida albicans, and Candida parapsilosis. In PWH, Candida and Pichia species were strongly correlated with several bacterial genera, including Faecalibacterium genus. Regarding the links between the mycobiome and systemic immunology, we found a positive correlation between Candida species and the levels of proinflammatory cytokines (sTNF-R2 and IL-17), interleukin 22 (a cytokine implicated in the regulation of mucosal immunity), and CD8+ T cell counts. This suggests an important role of the yeasts in systemic innate and adaptive immune responses. Finally, we identified inter-kingdom interactions implicated in fiber degradation, short-chain fatty acid production, and lipid metabolism, and an effect of vegetable and fiber intake on the mycobiome. Therefore, despite the great differences in abundance and diversity between the bacterial and fungal communities of the gut, we defined the changes associated with HIV, determined several different inter-kingdom associations, and found links between the mycobiome, nutrient metabolism, and systemic immunity.
Collapse
Affiliation(s)
- María José Gosalbes
- CIBER de Epidemiología y Salud Pública, Madrid, Spain,Genomics and Health Area, Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana, Valencia, Spain,CONTACT María José Gosalbes Genomics and Health Area, FISABIO-Salud Pública46020Valencia, Spain
| | - Nuria Jimenéz-Hernandéz
- CIBER de Epidemiología y Salud Pública, Madrid, Spain,Genomics and Health Area, Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana, Valencia, Spain
| | - Elena Moreno
- Department of Infectious Diseases, IRYCIS, Hospital Ramón y Cajal, Madrid, Spain,CIBER de Enfermedades Infecciosas, Madrid, Spain
| | - Alejandro Artacho
- Genomics and Health Area, Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana, Valencia, Spain
| | - Xavier Pons
- Genomics and Health Area, Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana, Valencia, Spain
| | - Sonia Ruíz-Pérez
- Genomics and Health Area, Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana, Valencia, Spain
| | - Beatriz Navia
- Department of Nutrition and Food Science, Universidad Complutense de Madrid, Madrid, Spain
| | - Vicente Estrada
- CIBER de Enfermedades Infecciosas, Madrid, Spain,HIV Unit, Hospital Clínico San Carlos, Madrid, Spain
| | - Mónica Manzano
- Department of Nutrition and Food Science, Universidad Complutense de Madrid, Madrid, Spain
| | - Alba Talavera-Rodriguez
- Department of Infectious Diseases, IRYCIS, Hospital Ramón y Cajal, Madrid, Spain,CIBER de Enfermedades Infecciosas, Madrid, Spain
| | - Nadia Madrid
- Department of Infectious Diseases, IRYCIS, Hospital Ramón y Cajal, Madrid, Spain,CIBER de Enfermedades Infecciosas, Madrid, Spain
| | - Alejandro Vallejo
- Department of Infectious Diseases, IRYCIS, Hospital Ramón y Cajal, Madrid, Spain,CIBER de Enfermedades Infecciosas, Madrid, Spain
| | - Laura Luna
- Department of Infectious Diseases, IRYCIS, Hospital Ramón y Cajal, Madrid, Spain,CIBER de Enfermedades Infecciosas, Madrid, Spain
| | - José A. Pérez-Molina
- Department of Infectious Diseases, IRYCIS, Hospital Ramón y Cajal, Madrid, Spain,CIBER de Enfermedades Infecciosas, Madrid, Spain
| | - Santiago Moreno
- Department of Infectious Diseases, IRYCIS, Hospital Ramón y Cajal, Madrid, Spain,CIBER de Enfermedades Infecciosas, Madrid, Spain
| | - Sergio Serrano-Villar
- Department of Infectious Diseases, IRYCIS, Hospital Ramón y Cajal, Madrid, Spain,CIBER de Enfermedades Infecciosas, Madrid, Spain,Sergio Serrano-Villar Department of Infectious Diseases, Hospital Universitario Ramón y Cajal, 28034 Madrid, Spain
| |
Collapse
|
33
|
Bragazzi NL, Khamisy-Farah R, Tsigalou C, Mahroum N. HIV Pre-exposure Prophylaxis and Its Impact on the Gut Microbiome in Men Having Sex With Men. Front Microbiol 2022; 13:922887. [PMID: 35814651 PMCID: PMC9260425 DOI: 10.3389/fmicb.2022.922887] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 06/09/2022] [Indexed: 01/18/2023] Open
Abstract
HIV/AIDS still imposes a high epidemiological and societal burden. Together with antiretroviral therapy, pre-exposure prophylaxis (PrEP) represents a fundamental tool in the fight against HIV/AIDS. PrEP is considered effective and safe, even though it may affect organs like the kidney, bone, and liver, as shown by randomized clinical trials (RCTs). These side effects may be mediated by alterations of the gut microbiome. Whilst the impact of the human rectal and vaginal microbiome on HIV prevention has been highly investigated among women, less is known about its effect among men having sex with men (MSM), a vulnerable population at high risk for HIV and disproportionately affected by HIV/AIDS. In the present paper, we will overview the effects of PrEP on the gut microbiota in MSM. Mining PubMed/MEDLINE, we identified three studies that have found significant changes affecting the gut microbiota. However, these shifts in the gut microbiome composition are variable, probably due to methodological differences, even though all studies reviewed in the present overview consistently report aberrations at the level of the gut microbiota. More data are needed, especially concerning the long-term side effects of PrEP: despite the studies included being a high-quality RCT, and two well-designed cross-sectional studies, evidence related to the impact of HIV PrEP on the gut microbiome in MSM is scarce and based on small populations. A better understanding of the interactions between the gut microbiota, sexual orientation/identity, and HIV prevention is expected to improve PrEP adherence and devise strategies to counteract PrEP-related side effects.
Collapse
Affiliation(s)
- Nicola Luigi Bragazzi
- Laboratory for Industrial and Applied Mathematics (LIAM), Department of Mathematics and Statistics, York University, Toronto, ON, Canada
- *Correspondence: Nicola Luigi Bragazzi,
| | - Rola Khamisy-Farah
- Clalit Health Services, Akko, Israel
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Christina Tsigalou
- Laboratory of Microbiology, Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Naim Mahroum
- International School of Medicine, Istanbul Medipol University, Istanbul, Turkey
| |
Collapse
|
34
|
Johnson SD, Fox HS, Buch S, Byrareddy SN. Chronic Opioid Administration is Associated with Prevotella-dominated Dysbiosis in SIVmac251 Infected, cART-treated Macaques. J Neuroimmune Pharmacol 2022; 17:3-14. [PMID: 33788119 PMCID: PMC9969301 DOI: 10.1007/s11481-021-09993-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 03/25/2021] [Indexed: 12/31/2022]
Abstract
People living with the human immunodeficiency virus (HIV) have an elevated risk of opioid misuse due to both prescriptions for HIV-associated chronic pain and because injection drug use remains a primary mode of HIV transmission. HIV pathogenesis is characterized by chronic immune activation and microbial dysbiosis, and translocation across the gut barrier exacerbating inflammation. Despite the high rate of co-occurrence, little is known about the microbiome during chronic opioid use in the context of HIV and combination antiretroviral therapy (cART). We recently demonstrated the reduction of the CD4 + T-cell reservoir in lymphoid tissues but increased in microglia/macrophage reservoirs in CNS by using morphine-treated, simian immunodeficiency virus (SIV)-infected rhesus macaques with viremia suppressed by cART. To understand whether morphine may perturb the gut-brain axis, fecal samples were collected at necropsy, DNA isolated, and 16S rRNA sequenced and changes of the microbiome analyzed. We found that morphine treatment led to dysbiosis, primarily characterized by expansion of Bacteroidetes, particularly Prevotellaceae, at the expense of Firmicutes and other members of healthy microbial communities resulting in a lower α-diversity. Of the many genera in Prevotellaceae, the differences between the saline and morphine group were primarily due to a higher relative abundance of Prevotella_9, the taxa most similar to Prevotella copri, an inflammatory pathobiont in the human microbiome. These findings reinforce previous research showing that opioid abuse is associated with dysbiosis, therefore, warranting additional future research to elucidate the complex interaction between the host and opioid abuse during HIV and SIV infection.
Collapse
Affiliation(s)
- Samuel D Johnson
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, NE, USA
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, USA
| | - Howard S Fox
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA
| | - Shilpa Buch
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, USA
| | - Siddappa N Byrareddy
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, USA.
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, NE, USA.
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA.
| |
Collapse
|
35
|
Dillon SM, Mickens KL, Thompson TA, Cooper EH, Nesladek S, Christians AJ, Castleman M, Guo K, Wood C, Frank DN, Kechris K, Santiago ML, Wilson CC. Granzyme B + CD4 T cells accumulate in the colon during chronic HIV-1 infection. Gut Microbes 2022; 14:2045852. [PMID: 35258402 PMCID: PMC8920224 DOI: 10.1080/19490976.2022.2045852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Chronic HIV-1 infection results in the sustained disruption of gut homeostasis culminating in alterations in microbial communities (dysbiosis) and increased microbial translocation. Major questions remain on how interactions between translocating microbes and gut immune cells impact HIV-1-associated gut pathogenesis. We previously reported that in vitro exposure of human gut cells to enteric commensal bacteria upregulated the serine protease and cytotoxic marker Granzyme B (GZB) in CD4 T cells, and GZB expression was further increased in HIV-1-infected CD4 T cells. To determine if these in vitro findings extend in vivo, we evaluated the frequencies of GZB+ CD4 T cells in colon biopsies and peripheral blood of untreated, chronically infected people with HIV-1 (PWH). Colon and blood GZB+ CD4 T cells were found at significantly higher frequencies in PWH. Colon, but not blood, GZB+ CD4 T cell frequencies were associated with gut and systemic T cell activation and Prevotella species abundance. In vitro, commensal bacteria upregulated GZB more readily in gut versus blood or tonsil-derived CD4 T cells, particularly in inflammatory T helper 17 cells. Bacteria-induced GZB expression in gut CD4 T cells required the presence of accessory cells, the IL-2 pathway and in part, MHC Class II. Overall, we demonstrate that GZB+ CD4 T cells are prevalent in the colon during chronic HIV-1 infection and may emerge following interactions with translocated bacteria in an IL-2 and MHC Class II-dependent manner. Associations between GZB+ CD4 T cells, dysbiosis and T cell activation suggest that GZB+ CD4 T cells may contribute to gut HIV-1 pathogenesis.
Collapse
Affiliation(s)
- Stephanie M. Dillon
- Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Kaylee L. Mickens
- Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Tezha A. Thompson
- Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Emily H. Cooper
- Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO, USA
| | - Sabrina Nesladek
- Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | | | - Moriah Castleman
- Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Kejun Guo
- Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Cheyret Wood
- Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO, USA
| | - Daniel N. Frank
- Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Katerina Kechris
- Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO, USA
| | - Mario L. Santiago
- Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Cara C. Wilson
- Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA,contact Cara C. Wilson Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| |
Collapse
|
36
|
Mizutani T, Ishizaka A, Koga M, Tsutsumi T, Yotsuyanagi H. Role of Microbiota in Viral Infections and Pathological Progression. Viruses 2022; 14:950. [PMID: 35632692 PMCID: PMC9144409 DOI: 10.3390/v14050950] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 04/29/2022] [Accepted: 04/29/2022] [Indexed: 02/04/2023] Open
Abstract
Viral infections are influenced by various microorganisms in the environment surrounding the target tissue, and the correlation between the type and balance of commensal microbiota is the key to establishment of the infection and pathogenicity. Some commensal microorganisms are known to resist or promote viral infection, while others are involved in pathogenicity. It is also becoming evident that the profile of the commensal microbiota under normal conditions influences the progression of viral diseases. Thus, to understand the pathogenesis underlying viral infections, it is important to elucidate the interactions among viruses, target tissues, and the surrounding environment, including the commensal microbiota, which should have different relationships with each virus. In this review, we outline the role of microorganisms in viral infections. Particularly, we focus on gaining an in-depth understanding of the correlations among viral infections, target tissues, and the surrounding environment, including the commensal microbiota and the gut virome, and discussing the impact of changes in the microbiota (dysbiosis) on the pathological progression of viral infections.
Collapse
Affiliation(s)
- Taketoshi Mizutani
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Chiba 277-8562, Japan
- Division of Infectious Diseases, Advanced Clinical Research Center, the Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan; (A.I.); (M.K.); (T.T.); (H.Y.)
| | - Aya Ishizaka
- Division of Infectious Diseases, Advanced Clinical Research Center, the Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan; (A.I.); (M.K.); (T.T.); (H.Y.)
| | - Michiko Koga
- Division of Infectious Diseases, Advanced Clinical Research Center, the Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan; (A.I.); (M.K.); (T.T.); (H.Y.)
| | - Takeya Tsutsumi
- Division of Infectious Diseases, Advanced Clinical Research Center, the Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan; (A.I.); (M.K.); (T.T.); (H.Y.)
| | - Hiroshi Yotsuyanagi
- Division of Infectious Diseases, Advanced Clinical Research Center, the Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan; (A.I.); (M.K.); (T.T.); (H.Y.)
- Department of Infectious Diseases and Applied Immunology, IMSUT Hospital of Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
| |
Collapse
|
37
|
Yamada E, Martin CG, Moreno-Huizar N, Fouquier J, Neff CP, Coleman SL, Schneider JM, Huber J, Nusbacher NM, McCarter M, Campbell TB, Lozupone CA, Palmer BE. Intestinal microbial communities and Holdemanella isolated from HIV+/- men who have sex with men increase frequencies of lamina propria CCR5 + CD4 + T cells. Gut Microbes 2022; 13:1997292. [PMID: 34818131 PMCID: PMC8632320 DOI: 10.1080/19490976.2021.1997292] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Men who have sex with men (MSM), regardless of HIV infection status, have an intestinal microbiome that is compositionally distinct from men who have sex with women (MSW) and women. We recently showed HIV-negative MSM have elevated levels of intestinal CD4+ T cells expressing CCR5, a critical co-receptor for HIV. Whether elevated expression of CCR5 is driven by the altered gut microbiome composition in MSM has not been explored. Here we used in vitro stimulation of gut Lamina Propria Mononuclear Cells (LPMCs) with whole intact microbial cells isolated from stool to demonstrate that fecal bacterial communities (FBCs) from HIV-positive/negative MSM induced higher frequencies of CCR5+ CD4+ T cells compared to FBCs from HIV-negative MSW and women. To identify potential microbial drivers, we related the frequency of CCR5+ CD4+ T cells to the abundance of individual microbial taxa in rectal biopsy of HIV-positive/negative MSM and controls, and Holdemanella biformis was strongly associated with increased frequency of CCR5+ CD4+ T cells. We used in vitro stimulation of gut LPMCs with the type strain of H. biformis, a second strain of H.biformis and an isolate of the closely related Holdemanella porci , cultured from either a HIV-positive or a HIV-negative MSM stool. H. porci elevated the frequency of both CCR5+ CD4+ T cells and the ratio of TNF-α/IL-10 Genomic comparisons of the 3 Holdemanella isolates revealed unique cell wall and capsular components, which may be responsible for their differences in immunogenicity. These findings describe a novel mechanism potentially linking intestinal dysbiosis in MSM to HIV transmission and mucosal pathogenesis.
Collapse
Affiliation(s)
- Eiko Yamada
- Division of Allergy and Clinical Immunology, Department of Medicine, University of Colorado Anschutz, Aurora, Colorado, USA
| | - Casey G. Martin
- Division of Biomedical Informatics and Personalized Medicine, Department of Medicine, University of Colorado Anschutz, Aurora, Colorado, USA
| | - Nancy Moreno-Huizar
- Division of Biomedical Informatics and Personalized Medicine, Department of Medicine, University of Colorado Anschutz, Aurora, Colorado, USA
| | - Jennifer Fouquier
- Division of Biomedical Informatics and Personalized Medicine, Department of Medicine, University of Colorado Anschutz, Aurora, Colorado, USA
| | - C. Preston Neff
- Division of Allergy and Clinical Immunology, Department of Medicine, University of Colorado Anschutz, Aurora, Colorado, USA
| | | | - Jennifer M. Schneider
- Division of Allergy and Clinical Immunology, Department of Medicine, University of Colorado Anschutz, Aurora, Colorado, USA
| | - Jonathan Huber
- Division of Allergy and Clinical Immunology, Department of Medicine, University of Colorado Anschutz, Aurora, Colorado, USA
| | - Nichole M. Nusbacher
- Division of Biomedical Informatics and Personalized Medicine, Department of Medicine, University of Colorado Anschutz, Aurora, Colorado, USA
| | - Martin McCarter
- Department of Surgery, University of Colorado Anschutz, Aurora, Colorado, USA
| | - Thomas B. Campbell
- Division of Infectious Diseases, Department of Medicine, University of Colorado Anschutz, Aurora, Colorado, USA
| | - Catherine A. Lozupone
- Division of Biomedical Informatics and Personalized Medicine, Department of Medicine, University of Colorado Anschutz, Aurora, Colorado, USA
| | - Brent E. Palmer
- Division of Allergy and Clinical Immunology, Department of Medicine, University of Colorado Anschutz, Aurora, Colorado, USA,CONTACT Brent E. Palmer Division of Allergy and Clinical Immunology, Department of Medicine, University of Colorado Anschutz, Aurora, Colorado, USA
| |
Collapse
|
38
|
Sherrill-Mix S, Yang M, Aldrovandi GM, Brenchley JM, Bushman FD, Collman RG, Dandekar S, Klatt NR, Lagenaur LA, Landay AL, Paredes R, Tachedjian G, Turpin JA, Serrano-Villar S, Lozupone CA, Ghosh M. A Summary of the Sixth International Workshop on Microbiome in HIV Pathogenesis, Prevention, and Treatment. AIDS Res Hum Retroviruses 2022; 38:173-180. [PMID: 34969255 PMCID: PMC9009592 DOI: 10.1089/aid.2021.0173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
In October of 2020, researchers from around the world met online for the sixth annual International Workshop on Microbiome in HIV Pathogenesis, Prevention, and Treatment. New research was presented on the roles of the microbiome on immune response and HIV transmission and pathogenesis and the potential for alterations in the microbiome to decrease transmission and affect comorbidities. This article presents a summary of the findings reported.
Collapse
Affiliation(s)
- Scott Sherrill-Mix
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.,Address correspondence to: Scott Sherrill-Mix, Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, 424 Johnson Pavilion, 3610 Hamilton Walk, Philadelphia, PA 19104, USA
| | - Michelle Yang
- Department of Epidemiology, The George Washington University, Washington, District of Columbia, USA
| | - Grace M. Aldrovandi
- Department of Pediatrics, University of California, Los Angeles, California, USA
| | | | - Frederic D. Bushman
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Ronald G. Collman
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Satya Dandekar
- Department of Medical Microbiology and Immunology, University of California, Davis, Davis, California, USA
| | - Nichole R. Klatt
- Department of Medicine, University of Minnesota, Minneapolis, Minnesota, USA
| | | | - Alan L. Landay
- Division of Gerontology, Department of Internal Medicine, Rush University Medical Center, Chicago, Illinois, USA
| | - Roger Paredes
- Institut de Recerca de la SIDA IrsiCaixa i Unitat VIH, Universitat Autònoma de Barcelona, Universitat de Vic, Catalonia, Spain
| | | | - Jim A. Turpin
- Divison of AIDS, NIAID, NIH, Bethesda, Maryland, USA
| | - Sergio Serrano-Villar
- Department of Infectious Diseases, Hospital Universitario Ramon y Cajal, Madrid, Spain
| | | | - Mimi Ghosh
- Department of Epidemiology, The George Washington University, Washington, District of Columbia, USA
| |
Collapse
|
39
|
Targeting the Gut Microbiota of Vertically HIV-Infected Children to Decrease Inflammation and Immunoactivation: A Pilot Clinical Trial. Nutrients 2022; 14:nu14050992. [PMID: 35267967 PMCID: PMC8912579 DOI: 10.3390/nu14050992] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 02/21/2022] [Accepted: 02/23/2022] [Indexed: 12/11/2022] Open
Abstract
Aims: Children with HIV exhibit chronic inflammation and immune dysfunction despite antiretroviral therapy (ART). Strategies targeting persistent inflammation are needed to improve health in people living with HIV. The gut microbiota likely interacts with the immune system, but the clinical implications of modulating the dysbiosis by nutritional supplementation are unclear. Methods: Pilot, double-blind, randomized placebo-controlled trial in which 24 HIV-infected on ART were randomized to supplementation with a daily mixture of symbiotics, omega-3/6 fatty acids and amino acids, or placebo four weeks, in combination with ART. We analyzed inflammatory markers and T-cell activation changes and their correlations with shifts in fecal microbiota. Results: Twenty-four HIV-infected children were recruited and randomized to receive a symbiotic nutritional supplement or placebo. Mean age was 12 ± 3.9 years, 62.5% were female. All were on ART and had HIV RNA < 50/mL. We did not detect changes in inflammatory (IL-6, IL-7, IP-10), microbial translocation (sCD14), mucosal integrity markers (IFABP, zonulin) or the kynurenine to tryptophan ratio, or changes in markers of the adaptive immune response in relation to the intervention. However, we found correlations between several key bacteria and the assessed inflammatory and immunological parameters, supporting a role of the microbiota in immune modulation in children with HIV. Conclusions: In this exploratory study, a four-week nutritional supplementation had no significant effects in terms of decreasing inflammation, microbial translocation, or T-cell activation in HIV-infected children. However, the correlations found support the interaction between gut microbiota and the immune system.
Collapse
|
40
|
Chen Y, Lin H, Cole M, Morris A, Martinson J, Mckay H, Mimiaga M, Margolick J, Fitch A, Methe B, Srinivas VR, Peddada S, Rinaldo CR. Signature changes in gut microbiome are associated with increased susceptibility to HIV-1 infection in MSM. MICROBIOME 2021; 9:237. [PMID: 34879869 PMCID: PMC8656045 DOI: 10.1186/s40168-021-01168-w] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 09/14/2021] [Indexed: 05/12/2023]
Abstract
BACKGROUND Men who have sex with men (MSM) have been disproportionately affected by HIV-1 since the beginning of the AIDS pandemic, particularly in the USA and Europe. Compared to men who have sex with women (MSW), MSM have a distinct fecal microbiome regardless of HIV-1 infection. However, it is unclear whether the MSM-associated gut microbiome affects the susceptibility and progression of HIV-1 infection. We studied fecal microbiome profiles, short-chain fatty acids, and blood plasma inflammatory cytokines of 109 HIV-1 seroconverters (SC) from the early, 1984-1985 phase of the HIV-1 pandemic in the Multicenter AIDS Cohort Study (MACS) before and after HIV-1 infection compared to 156 HIV-1-negative MACS MSM (negative controls [NC]). RESULTS We found that family Succinivibrionaceae, S24-7, Mogibacteriaceae, Coriobacteriaceae, and Erysipelotrichaceae were significantly higher (p<0.05), whereas Odoribacteraceae, Verucomicrobiaceae, Bacteroidaceae, Barnesiellaceae, and Rikenellaceae were significantly lower (p<0.05), in SC before HIV-1 infection compared to NC. At the species level, Prevotella stercorea, Eubacterium biforme, and Collinsella aerofaciens were significantly higher (p<0.05), and Eubacterium dolichum, Desulfovibrio D168, Alistipes onderdonkii, Ruminococcus torques, Bacteroides fragilis, Bacteroides caccae, Alistipes putredinis, Akkermansia muciniphila, Bacteroides uniformis, and Bacteroides ovatus were significantly lower (p<0.05) in SC before HIV-1 infection compared to NC. After HIV-1 infection, family Prevotellaceae and Victivallaceae and species Bacteroides fragilis and Eubacterium cylindroides were significantly higher (p<0.05) in SC who developed AIDS within 5 years compared to the SC who were AIDS free for more than 10 years without antiretroviral therapy (ART). In addition, family Victivallaceae and species Prevotella stercorea, Coprococcus eutactus, and Butyrivibrio crossotus were significantly higher (p<0.05) and Gemmiger formicilis and Blautia obeum were significantly lower (p<0.05) after HIV-1 infection in SC who developed AIDS within 5-10 years compared to the SC who were AIDS-free for more than 10 years without ART. Furthermore, plasma inflammatory cytokine levels of sCD14, sCD163, interleukin 6, and lipopolysaccharide binding protein were significantly higher in SC with p<0.05 before HIV-1 infection compared to NC. CONCLUSIONS Our results suggest that pathogenic changes in the gut microbiome were present in MSM several months prior to infection with HIV-1 in the early phase of the AIDS pandemic in the USA. This was associated with increased inflammatory biomarkers in the blood and risk for development of AIDS. Video abstract.
Collapse
Affiliation(s)
- Yue Chen
- Department of Infectious Diseases and Microbiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA USA
| | - Huang Lin
- Current address: Biostatistics and Bioinformatics Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), NIH, Bethesda, MD USA
- Department of Biostatistics, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA USA
| | - Mariah Cole
- Department of Infectious Diseases and Microbiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA USA
- Present address: Wilmot Cancer Center, University of Rochester Medical Center, Rochester, NY USA
| | - Alison Morris
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA USA
| | - Jeremy Martinson
- Department of Infectious Diseases and Microbiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA USA
| | - Heather Mckay
- Department of Epidemiology, The Johns Hopkins Bloomberg School of Public Health, Baltimore, MD USA
| | - Matthew Mimiaga
- Department of Epidemiology, Fielding School of Public Health, University of California at Los Angeles, Los Angeles, CA USA
| | - Joseph Margolick
- Department of Molecular Microbiology and Immunology, The Johns Hopkins Bloomberg School of Public Health, Baltimore, MD USA
| | - Adam Fitch
- Present address: Wilmot Cancer Center, University of Rochester Medical Center, Rochester, NY USA
| | - Barbara Methe
- Present address: Wilmot Cancer Center, University of Rochester Medical Center, Rochester, NY USA
| | - Vatsala Rangachar Srinivas
- Department of Infectious Diseases and Microbiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA USA
| | - Shyamal Peddada
- Current address: Biostatistics and Bioinformatics Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), NIH, Bethesda, MD USA
- Department of Biostatistics, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA USA
| | - Charles R. Rinaldo
- Department of Infectious Diseases and Microbiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA USA
| |
Collapse
|
41
|
Lopera TJ, Lujan JA, Zurek E, Zapata W, Hernandez JC, Toro MA, Alzate JF, Taborda NA, Rugeles MT, Aguilar-Jimenez W. A specific structure and high richness characterize intestinal microbiota of HIV-exposed seronegative individuals. PLoS One 2021; 16:e0260729. [PMID: 34855852 PMCID: PMC8638974 DOI: 10.1371/journal.pone.0260729] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Accepted: 11/15/2021] [Indexed: 02/05/2023] Open
Abstract
Intestinal microbiota facilitates food breakdown for energy metabolism and influences the immune response, maintaining mucosal homeostasis. Overall, HIV infection is associated with intestinal dysbiosis and immune activation, which has been related to seroconversion in HIV-exposed individuals. However, it is unclear whether microbiota dysbiosis is the cause or the effect of immune alterations and disease progression or if it could modulate the risk of acquiring the HIV infection. We characterize the intestinal microbiota and determine its association with immune regulation in HIV-exposed seronegative individuals (HESN), HIV-infected progressors (HIV+), and healthy control (HC) subjects. For this, feces and blood were collected. The microbiota composition of HESN showed a significantly higher alpha (p = 0.040) and beta diversity (p = 0.006) compared to HC, but no differences were found compared to HIV+. A lower Treg percentage was observed in HESN (1.77%) than HC (2.98%) and HIV+ (4.02%), with enrichment of the genus Butyrivibrio (p = 0.029) being characteristic of this profile. Moreover, we found that Megasphaera (p = 0.017) and Victivallis (p = 0.0029) also are enriched in the microbiota composition in HESN compared to HC and HIV+ subjects. Interestingly, an increase in Succinivibrio and Prevotella, and a reduction in Bacteroides genus, which is typical of HIV-infected individuals, were observed in both HESN and HIV+, compared to HC. Thus, HESNs have a microbiota profile, similar to that observed in HIV+, most likely because HESN are cohabiting with their HIV+ partners.
Collapse
Affiliation(s)
- Tulio J. Lopera
- Facultad de Medicina, Grupo Inmunovirología, Universidad de Antioquia UdeA, Medellín, Colombia
| | - Jorge A. Lujan
- Facultad de Medicina, Grupo Inmunovirología, Universidad de Antioquia UdeA, Medellín, Colombia
| | - Eduardo Zurek
- Department of System Engineering, Universidad del Norte, Barranquilla, Colombia
| | - Wildeman Zapata
- Facultad de Medicina, Grupo Inmunovirología, Universidad de Antioquia UdeA, Medellín, Colombia
- Facultad de Medicina, Grupo Infettare, Universidad Cooperativa de Colombia, Medellín, Colombia
| | - Juan C. Hernandez
- Facultad de Medicina, Grupo Infettare, Universidad Cooperativa de Colombia, Medellín, Colombia
| | - Miguel A. Toro
- Facultad de Medicina, Centro Nacional de Secuenciación Genómica -CNSG, Sede de Investigación Universitaria -SIU, Universidad de Antioquia UdeA, Medellin, Colombia
- Facultad de Medicina, Grupo de Parasitología, Universidad de Antioquia, Medellín, Colombia
| | - Juan F. Alzate
- Facultad de Medicina, Centro Nacional de Secuenciación Genómica -CNSG, Sede de Investigación Universitaria -SIU, Universidad de Antioquia UdeA, Medellin, Colombia
| | - Natalia A. Taborda
- Facultad de Medicina, Grupo Inmunovirología, Universidad de Antioquia UdeA, Medellín, Colombia
- Facultad de Ciencias de la Salud, Grupo de Investigaciones Biomédicas Uniremington, Programa de Medicina, Corporación Universitaria Remington, Medellín, Colombia
| | - Maria T. Rugeles
- Facultad de Medicina, Grupo Inmunovirología, Universidad de Antioquia UdeA, Medellín, Colombia
| | - Wbeimar Aguilar-Jimenez
- Facultad de Medicina, Grupo Inmunovirología, Universidad de Antioquia UdeA, Medellín, Colombia
| |
Collapse
|
42
|
Ellis RJ, Iudicello JE, Heaton RK, Isnard S, Lin J, Routy JP, Gianella S, Hoenigl M, Knight R. Markers of Gut Barrier Function and Microbial Translocation Associate with Lower Gut Microbial Diversity in People with HIV. Viruses 2021; 13:1891. [PMID: 34696320 PMCID: PMC8537977 DOI: 10.3390/v13101891] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Revised: 09/14/2021] [Accepted: 09/18/2021] [Indexed: 12/14/2022] Open
Abstract
People with human immunodeficiency virus (HIV) (PWH) have reduced gut barrier integrity ("leaky gut") that permits diffusion of microbial antigens (microbial translocation) such as lipopolysaccharide (LPS) into the circulation, stimulating inflammation. A potential source of this disturbance, in addition to gut lymphoid tissue CD4+ T-cell depletion, is the interaction between the gut barrier and gut microbes themselves. We evaluated the relationship of gut barrier integrity, as indexed by plasma occludin levels (higher levels corresponding to greater loss of occludin from the gut barrier), to gut microbial diversity. PWH and people without HIV (PWoH) participants were recruited from community sources and provided stool, and 16S rRNA amplicon sequencing was used to characterize the gut microbiome. Microbial diversity was indexed by Faith's phylogenetic diversity (PD). Participants were 50 PWH and 52 PWoH individuals, mean ± SD age 45.6 ± 14.5 years, 28 (27.5%) women, 50 (49.0%) non-white race/ethnicity. PWH had higher gut microbial diversity (Faith's PD 14.2 ± 4.06 versus 11.7 ± 3.27; p = 0.0007), but occludin levels were not different (1.84 ± 0.311 versus 1.85 ± 0.274; p = 0.843). Lower gut microbial diversity was associated with higher plasma occludin levels in PWH (r = -0.251; p = 0.0111), but not in PWoH. A multivariable model demonstrated an interaction (p = 0.0459) such that the correlation between Faith's PD and plasma occludin held only for PWH (r = -0.434; p = 0.0017), but not for PWoH individuals (r = -0.0227; p = 0.873). The pattern was similar for Shannon alpha diversity. Antiretroviral treatment and viral suppression status were not associated with gut microbial diversity (ps > 0.10). Plasma occludin levels were not significantly related to age, sex or ethnicity, nor to current or nadir CD4 or plasma viral load. Higher occludin levels were associated with higher plasma sCD14 and LPS, both markers of microbial translocation. Together, the findings suggest that damage to the gut epithelial barrier is an important mediator of microbial translocation and inflammation in PWH, and that reduced gut microbiome diversity may have an important role.
Collapse
Affiliation(s)
- Ronald J. Ellis
- Departments of Neurosciences and Psychiatry, University of California, San Diego, CA 92093, USA
| | - Jennifer E. Iudicello
- Department of Psychiatry, University of California, San Diego, CA 92093, USA; (J.E.I.); (R.K.H.)
| | - Robert K. Heaton
- Department of Psychiatry, University of California, San Diego, CA 92093, USA; (J.E.I.); (R.K.H.)
| | - Stéphane Isnard
- Research Institute of the McGill University Health Centre, Montreal, QC H4A 3J1, Canada; (S.I.); (J.L.); (J.-P.R.)
| | - John Lin
- Research Institute of the McGill University Health Centre, Montreal, QC H4A 3J1, Canada; (S.I.); (J.L.); (J.-P.R.)
| | - Jean-Pierre Routy
- Research Institute of the McGill University Health Centre, Montreal, QC H4A 3J1, Canada; (S.I.); (J.L.); (J.-P.R.)
| | - Sara Gianella
- Department of Medicine, University of California, San Diego, CA 92093, USA; (S.G.); (M.H.)
| | - Martin Hoenigl
- Department of Medicine, University of California, San Diego, CA 92093, USA; (S.G.); (M.H.)
| | - Rob Knight
- Department of Pediatrics, University of California, San Diego, CA 92093, USA;
| |
Collapse
|
43
|
Tanes C, Walker EM, Slisarenko N, Gerrets GL, Grasperge BF, Qin X, Jazwinski SM, Bushman FD, Bittinger K, Rout N. Gut Microbiome Changes Associated with Epithelial Barrier Damage and Systemic Inflammation during Antiretroviral Therapy of Chronic SIV Infection. Viruses 2021; 13:1567. [PMID: 34452432 PMCID: PMC8402875 DOI: 10.3390/v13081567] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Revised: 08/01/2021] [Accepted: 08/05/2021] [Indexed: 12/26/2022] Open
Abstract
Gut dysbiosis is a common feature associated with the chronic inflammation of HIV infection. Toward understanding the interplay of chronic treated HIV infection, dysbiosis, and systemic inflammation, we investigated longitudinal fecal microbiome changes and plasma inflammatory markers in the nonhuman primate model. Following simian immunodeficiency virus (SIV) infection in rhesus macaques, significant changes were observed in several members of the phylum Firmicutes along with an increase in Bacteroidetes. Viral suppression with antiretroviral therapy (ART) resulted in an early but partial recovery of compositional changes and butyrate producing genes in the gut microbiome. Over the course of chronic SIV infection and long-term ART, however, the specific loss of Faecalibacterium prausnitzii and Treponema succinifaciens significantly correlated with an increase in plasma inflammatory cytokines including IL-6, G-CSF, I-TAC, and MIG. Further, the loss of T. succinifaciens correlated with an increase in circulating biomarkers of gut epithelial barrier damage (IFABP) and microbial translocation (LBP and sCD14). As F. prausnitzii and T. succinifaciens are major short-chain fatty acid producing bacteria, their sustained loss during chronic SV-ART may contribute to gut inflammation and metabolic alterations despite effective long-term control of viremia. A better understanding of the correlations between the anti-inflammatory bacterial community and healthy gut barrier functions in the setting of long-term ART may have a major impact on the clinical management of inflammatory comorbidities in HIV-infected individuals.
Collapse
Affiliation(s)
- Ceylan Tanes
- Division of Gastroenterology, Hepatology and Nutrition, Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA; (C.T.); (K.B.)
| | - Edith M. Walker
- Division of Microbiology, Tulane National Primate Research Center, Tulane University, Covington, LA 70433, USA; (E.M.W.); (N.S.); (G.L.G.)
| | - Nadia Slisarenko
- Division of Microbiology, Tulane National Primate Research Center, Tulane University, Covington, LA 70433, USA; (E.M.W.); (N.S.); (G.L.G.)
| | - Giovanni L. Gerrets
- Division of Microbiology, Tulane National Primate Research Center, Tulane University, Covington, LA 70433, USA; (E.M.W.); (N.S.); (G.L.G.)
| | - Brooke F. Grasperge
- Division of Veterinary Medicine, Tulane National Primate Research Center, Tulane University, Covington, LA 70433, USA;
| | - Xuebin Qin
- Division of Comparative Pathology, Tulane National Primate Research Center, Tulane University, Covington, LA 70433, USA;
| | - S. Michal Jazwinski
- Tulane Center for Aging, Tulane University School of Medicine, New Orleans, LA 70112, USA;
| | - Frederic D. Bushman
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA;
| | - Kyle Bittinger
- Division of Gastroenterology, Hepatology and Nutrition, Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA; (C.T.); (K.B.)
| | - Namita Rout
- Division of Microbiology, Tulane National Primate Research Center, Tulane University, Covington, LA 70433, USA; (E.M.W.); (N.S.); (G.L.G.)
- Tulane Center for Aging, Tulane University School of Medicine, New Orleans, LA 70112, USA;
| |
Collapse
|
44
|
Armstrong AJS, Quinn K, Fouquier J, Li SX, Schneider JM, Nusbacher NM, Doenges KA, Fiorillo S, Marden TJ, Higgins J, Reisdorph N, Campbell TB, Palmer BE, Lozupone CA. Systems Analysis of Gut Microbiome Influence on Metabolic Disease in HIV-Positive and High-Risk Populations. mSystems 2021; 6:e01178-20. [PMID: 34006628 PMCID: PMC8269254 DOI: 10.1128/msystems.01178-20] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 04/15/2021] [Indexed: 12/20/2022] Open
Abstract
Poor metabolic health, characterized by insulin resistance and dyslipidemia, is higher in people living with HIV and has been linked with inflammation, antiretroviral therapy (ART) drugs, and ART-associated lipodystrophy (LD). Metabolic disease is associated with gut microbiome composition outside the context of HIV but has not been deeply explored in HIV infection or in high-risk men who have sex with men (HR-MSM), who have a highly altered gut microbiome composition. Furthermore, the contribution of increased bacterial translocation and associated systemic inflammation that has been described in HIV-positive and HR-MSM individuals has not been explored. We used a multiomic approach to explore relationships between impaired metabolic health, defined using fasting blood markers, gut microbes, immune phenotypes, and diet. Our cohort included ART-treated HIV-positive MSM with or without LD, untreated HIV-positive MSM, and HR-MSM. For HIV-positive MSM on ART, we further explored associations with the plasma metabolome. We found that elevated plasma lipopolysaccharide binding protein (LBP) was the most important predictor of impaired metabolic health and network analysis showed that LBP formed a hub joining correlated microbial and immune predictors of metabolic disease. Taken together, our results suggest the role of inflammatory processes linked with bacterial translocation and interaction with the gut microbiome in metabolic disease among HIV-positive and -negative MSM.IMPORTANCE The gut microbiome in people living with HIV (PLWH) is of interest since chronic infection often results in long-term comorbidities. Metabolic disease is prevalent in PLWH even in well-controlled infection and has been linked with the gut microbiome in previous studies, but little attention has been given to PLWH. Furthermore, integrated analyses that consider gut microbiome, together with diet, systemic immune activation, metabolites, and demographics, have been lacking. In a systems-level analysis of predictors of metabolic disease in PLWH and men who are at high risk of acquiring HIV, we found that increased lipopolysaccharide-binding protein, an inflammatory marker indicative of compromised intestinal barrier function, was associated with worse metabolic health. We also found impaired metabolic health associated with specific dietary components, gut microbes, and host and microbial metabolites. This study lays the framework for mechanistic studies aimed at targeting the microbiome to prevent or treat metabolic endotoxemia in HIV-infected individuals.
Collapse
Affiliation(s)
- Abigail J S Armstrong
- Department of Medicine, University of Colorado Denver, Aurora, Colorado, USA
- Department of Immunology and Microbiology, University of Colorado Denver, Aurora, Colorado, USA
- Center for Advanced Biotechnology and Medicine, Rutgers the State University, Piscataway, New Jersey, USA
| | - Kevin Quinn
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado, Aurora, Colorado, USA
| | - Jennifer Fouquier
- Department of Medicine, University of Colorado Denver, Aurora, Colorado, USA
| | - Sam X Li
- Department of Medicine, University of Colorado Denver, Aurora, Colorado, USA
| | | | - Nichole M Nusbacher
- Department of Medicine, University of Colorado Denver, Aurora, Colorado, USA
| | - Katrina A Doenges
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado, Aurora, Colorado, USA
| | - Suzanne Fiorillo
- Department of Medicine, University of Colorado Denver, Aurora, Colorado, USA
| | - Tyson J Marden
- Colorado Clinical and Translational Sciences Institute, Aurora, Colorado, USA
| | - Janine Higgins
- Department of Pediatrics, Section of Endocrinology, University of Colorado, Aurora, Colorado, USA
| | - Nichole Reisdorph
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado, Aurora, Colorado, USA
| | - Thomas B Campbell
- Department of Medicine, University of Colorado Denver, Aurora, Colorado, USA
| | - Brent E Palmer
- Department of Medicine, University of Colorado Denver, Aurora, Colorado, USA
| | | |
Collapse
|
45
|
Wilson NL, Peterson SN, Ellis RJ. Cannabis and the Gut-Brain Axis Communication in HIV Infection. Cannabis Cannabinoid Res 2021; 6:92-104. [PMID: 33912676 PMCID: PMC8064951 DOI: 10.1089/can.2020.0037] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
People living with HIV infection (PWH) disclose that cannabis is an effective strategy for alleviating symptoms associated with HIV disease. However, some medical providers feel ill-informed to engage in evidence-based conversations. HIV leads to alterations in the gut microbiome, gut-brain axis signaling, and chronic inflammation. The endocannabinoid system regulates homeostasis of multiple organ systems. When deficient, dysregulation of the gut-brain axis can result in chronic inflammation and neuroinflammation. Cannabis along with the naturally occurring endocannabinoids has antioxidant and anti-inflammatory properties that can support healing and restoration as an adjunctive therapy. The purpose of this literature review is to report the physiologic mechanisms that occur in the pathology of HIV and discuss potential benefits of cannabinoids in supporting health and reducing the negative effects of comorbidities in PWH.
Collapse
Affiliation(s)
- Natalie L. Wilson
- Department of Community Health Systems, School of Nursing, University of California, San Francisco, San Francisco, California, USA
| | - Scott N. Peterson
- Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California, USA
| | - Ronald J. Ellis
- Departments of Neurosciences and Psychiatry, University of California, San Diego, San Diego, California, USA
| |
Collapse
|
46
|
'Statistical Irreproducibility' Does Not Improve with Larger Sample Size: How to Quantify and Address Disease Data Multimodality in Human and Animal Research. J Pers Med 2021; 11:jpm11030234. [PMID: 33806843 PMCID: PMC8005169 DOI: 10.3390/jpm11030234] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2021] [Revised: 03/12/2021] [Accepted: 03/18/2021] [Indexed: 12/18/2022] Open
Abstract
Poor study reproducibility is a concern in translational research. As a solution, it is recommended to increase sample size (N), i.e., add more subjects to experiments. The goal of this study was to examine/visualize data multimodality (data with >1 data peak/mode) as cause of study irreproducibility. To emulate the repetition of studies and random sampling of study subjects, we first used various simulation methods of random number generation based on preclinical published disease outcome data from human gut microbiota-transplantation rodent studies (e.g., intestinal inflammation and univariate/continuous). We first used unimodal distributions (one-mode, Gaussian, and binomial) to generate random numbers. We showed that increasing N does not reproducibly identify statistical differences when group comparisons are repeatedly simulated. We then used multimodal distributions (>1-modes and Markov chain Monte Carlo methods of random sampling) to simulate similar multimodal datasets A and B (t-test-p = 0.95; N = 100,000), and confirmed that increasing N does not improve the ‘reproducibility of statistical results or direction of the effects’. Data visualization with violin plots of categorical random data simulations with five-integer categories/five-groups illustrated how multimodality leads to irreproducibility. Re-analysis of data from a human clinical trial that used maltodextrin as dietary placebo illustrated multimodal responses between human groups, and after placebo consumption. In conclusion, increasing N does not necessarily ensure reproducible statistical findings across repeated simulations due to randomness and multimodality. Herein, we clarify how to quantify, visualize and address disease data multimodality in research. Data visualization could facilitate study designs focused on disease subtypes/modes to help understand person–person differences and personalized medicine.
Collapse
|
47
|
Ancona G, Merlini E, Tincati C, Barassi A, Calcagno A, Augello M, Bono V, Bai F, Cannizzo ES, d'Arminio Monforte A, Marchetti G. Long-Term Suppressive cART Is Not Sufficient to Restore Intestinal Permeability and Gut Microbiota Compositional Changes. Front Immunol 2021; 12:639291. [PMID: 33717191 PMCID: PMC7952451 DOI: 10.3389/fimmu.2021.639291] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Accepted: 02/04/2021] [Indexed: 12/22/2022] Open
Abstract
Background: We explored the long-term effects of cART on markers of gut damage, microbial translocation, and paired gut/blood microbiota composition, with a focus on the role exerted by different drug classes. Methods: We enrolled 41 cART naïve HIV-infected subjects, undergoing blood and fecal sampling prior to cART (T0) and after 12 (T12) and 24 (T24) months of therapy. Fifteen HIV-uninfected individuals were enrolled as controls. We analyzed: (i) T-cell homeostasis (flow cytometry); (ii) microbial translocation (sCD14, EndoCab, 16S rDNA); (iii) intestinal permeability and damage markers (LAC/MAN, I-FABP, fecal calprotectin); (iv) plasma and fecal microbiota composition (alpha- and beta-diversity, relative abundance); (v) functional metagenome predictions (PICRUSt). Results: Twelve and twenty four-month successful cART resulted in a rise in EndoCAb (p = 0.0001) and I-FABP (p = 0.039) vis-à-vis stable 16S rDNA, sCD14, calprotectin and LAC/MAN, along with reduced immune activation in the periphery. Furthermore, cART did not lead to substantial modifications of microbial composition in both plasma and feces and metabolic metagenome predictions. The stratification according to cART regimens revealed a feeble effect on microbiota composition in patients on NNRTI-based or INSTI-based regimens, but not PI-based regimens. Conclusions: We hereby show that 24 months of viro-immunological effective cART, while containing peripheral hyperactivation, exerts only minor effects on the gastrointestinal tract. Persistent alteration of plasma markers indicative of gut structural and functional impairment seemingly parallels enduring fecal dysbiosis, irrespective of drug classes, with no effect on metabolic metagenome predictions.
Collapse
Affiliation(s)
- Giuseppe Ancona
- Clinic of Infectious Diseases, Department of Health Sciences, University of Milan, Azienda Socio Sanitaria Territoriale Santi Paolo e Carlo, Milan, Italy
| | - Esther Merlini
- Clinic of Infectious Diseases, Department of Health Sciences, University of Milan, Azienda Socio Sanitaria Territoriale Santi Paolo e Carlo, Milan, Italy
| | - Camilla Tincati
- Clinic of Infectious Diseases, Department of Health Sciences, University of Milan, Azienda Socio Sanitaria Territoriale Santi Paolo e Carlo, Milan, Italy
| | - Alessandra Barassi
- Biochemistry Laboratory, Department of Health Sciences, University of Milan, Azienda Socio Sanitaria Territoriale Santi Paolo e Carlo, Milan, Italy
| | - Andrea Calcagno
- Unit of Infectious Diseases, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Matteo Augello
- Clinic of Infectious Diseases, Department of Health Sciences, University of Milan, Azienda Socio Sanitaria Territoriale Santi Paolo e Carlo, Milan, Italy
| | - Valeria Bono
- Clinic of Infectious Diseases, Department of Health Sciences, University of Milan, Azienda Socio Sanitaria Territoriale Santi Paolo e Carlo, Milan, Italy
| | - Francesca Bai
- Clinic of Infectious Diseases, Department of Health Sciences, University of Milan, Azienda Socio Sanitaria Territoriale Santi Paolo e Carlo, Milan, Italy
| | - Elvira S Cannizzo
- Clinic of Infectious Diseases, Department of Health Sciences, University of Milan, Azienda Socio Sanitaria Territoriale Santi Paolo e Carlo, Milan, Italy
| | - Antonella d'Arminio Monforte
- Clinic of Infectious Diseases, Department of Health Sciences, University of Milan, Azienda Socio Sanitaria Territoriale Santi Paolo e Carlo, Milan, Italy
| | - Giulia Marchetti
- Clinic of Infectious Diseases, Department of Health Sciences, University of Milan, Azienda Socio Sanitaria Territoriale Santi Paolo e Carlo, Milan, Italy
| |
Collapse
|
48
|
Serrano-Villar S, Talavera-Rodríguez A, Gosalbes MJ, Madrid N, Pérez-Molina JA, Elliott RJ, Navia B, Lanza VF, Vallejo A, Osman M, Dronda F, Budree S, Zamora J, Gutiérrez C, Manzano M, Vivancos MJ, Ron R, Martínez-Sanz J, Herrera S, Ansa U, Moya A, Moreno S. Fecal microbiota transplantation in HIV: A pilot placebo-controlled study. Nat Commun 2021; 12:1139. [PMID: 33602945 PMCID: PMC7892558 DOI: 10.1038/s41467-021-21472-1] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Accepted: 01/29/2021] [Indexed: 02/07/2023] Open
Abstract
Changes in the microbiota have been linked to persistent inflammation during treated HIV infection. In this pilot double-blind study, we study 30 HIV-infected subjects on antiretroviral therapy (ART) with a CD4/CD8 ratio < 1 randomized to either weekly fecal microbiota capsules or placebo for 8 weeks. Stool donors were rationally selected based on their microbiota signatures. We report that fecal microbiota transplantation (FMT) is safe, not related to severe adverse events, and attenuates HIV-associated dysbiosis. FMT elicits changes in gut microbiota structure, including significant increases in alpha diversity, and a mild and transient engraftment of donor's microbiota during the treatment period. The greater engraftment seems to be achieved by recent antibiotic use before FMT. The Lachnospiraceae and Ruminococcaceae families, which are typically depleted in people with HIV, are the taxa more robustly engrafted across time-points. In exploratory analyses, we describe a significant amelioration in the FMT group in intestinal fatty acid-binding protein (IFABP), a biomarker of intestinal damage that independently predicts mortality. Gut microbiota manipulation using a non-invasive and safe strategy of FMT delivery is feasible and deserves further investigation. Trial number: NCT03008941.
Collapse
Affiliation(s)
- Sergio Serrano-Villar
- Department of Infectious Diseases, Hospital Universitario Ramon y Cajal, and IRYCIS, Madrid, Spain.
| | | | - María José Gosalbes
- Area of Genomics and Health, FISABIO-Salud Pública, Valencia, Spain
- Centro de Investigación Biomédica en Red Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Nadia Madrid
- Department of Infectious Diseases, Hospital Universitario Ramon y Cajal, and IRYCIS, Madrid, Spain
| | - José A Pérez-Molina
- Department of Infectious Diseases, Hospital Universitario Ramon y Cajal, and IRYCIS, Madrid, Spain
| | | | - Beatriz Navia
- Department of Nutrition, Facultad de Farmacia, Universidad Complutense, Madrid, Spain
| | - Val F Lanza
- Bioinformatics Unit, Hospital Universitario Ramon y Cajal, IRYCIS, Madrid, Spain
| | - Alejandro Vallejo
- Department of Infectious Diseases, Hospital Universitario Ramon y Cajal, and IRYCIS, Madrid, Spain
| | | | - Fernando Dronda
- Department of Infectious Diseases, Hospital Universitario Ramon y Cajal, and IRYCIS, Madrid, Spain
| | | | - Javier Zamora
- Barts and the London School for Medicine and Dentistry. Queen Mary University of London, London, UK
| | - Carolina Gutiérrez
- Department of Infectious Diseases, Hospital Universitario Ramon y Cajal, and IRYCIS, Madrid, Spain
| | - Mónica Manzano
- Department of Nutrition, Facultad de Farmacia, Universidad Complutense, Madrid, Spain
| | - María Jesús Vivancos
- Department of Infectious Diseases, Hospital Universitario Ramon y Cajal, and IRYCIS, Madrid, Spain
| | - Raquel Ron
- Department of Infectious Diseases, Hospital Universitario Ramon y Cajal, and IRYCIS, Madrid, Spain
| | - Javier Martínez-Sanz
- Department of Infectious Diseases, Hospital Universitario Ramon y Cajal, and IRYCIS, Madrid, Spain
| | - Sabina Herrera
- Department of Infectious Diseases, Hospital Universitario Ramon y Cajal, and IRYCIS, Madrid, Spain
| | - Uxua Ansa
- Department of Infectious Diseases, Hospital Universitario Ramon y Cajal, and IRYCIS, Madrid, Spain
| | - Andrés Moya
- Area of Genomics and Health, FISABIO-Salud Pública, Valencia, Spain
- Institute for Integrative Systems Biology (I2SysBio), The University of Valencia and The Spanish National Research Council (CSIC)-UVEG), Valencia, Spain
| | - Santiago Moreno
- Department of Infectious Diseases, Hospital Universitario Ramon y Cajal, and IRYCIS, Madrid, Spain
| |
Collapse
|
49
|
Modulation of inflammatory responses by gastrointestinal Prevotella spp. - From associations to functional studies. Int J Med Microbiol 2021; 311:151472. [PMID: 33461110 DOI: 10.1016/j.ijmm.2021.151472] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Revised: 12/07/2020] [Accepted: 01/04/2021] [Indexed: 12/21/2022] Open
Abstract
Numerous studies have associated alterations in the gut microbiota composition with almost every known inflammatory disease. However, proving the biological relevance of distinct microbial signatures and linking specific microorganisms to host phenotypes, remains a considerable challenge. Correspondingly, increased abundance of members of Prevotella genus within microbial communities colonizing distinct mucosal surfaces has been found in individuals diagnosed with rheumatoid arthritis, periodontitis, metabolic disorders, and intestinal and vaginal dysbiosis. Still, the role of Prevotella spp. in the incidence of these diseases continues to be debated. For many years, poor understanding of Prevotella biology could be in large part attributed to the lack of experimental tools. However, in the recent years significant advances have been made towards overcoming these limitations, including increased number of isolates and improved understanding of genetic diversity. Besides discussing the most relevant associations between Prevotella spp. and inflammatory disorders, in the present review we examine the recent efforts to expand the Prevotella experimental "toolbox" and we highlight remaining experimental challenges that should advance future research and our understanding of Prevotella-host interplay.
Collapse
|
50
|
Utay NS, Monczor AN, Somasunderam A, Lupo S, Jiang ZD, Alexander AS, Finkelman M, Vigil KJ, Lake JE, Hanson B, DuPont HL, Arduino RC. Evaluation of Six Weekly Oral Fecal Microbiota Transplants in People with HIV. Pathog Immun 2020; 5:364-381. [PMID: 33501400 PMCID: PMC7815055 DOI: 10.20411/pai.v5i1.388] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Accepted: 11/13/2020] [Indexed: 12/12/2022] Open
Abstract
Background Reduced microbiota diversity (dysbiosis) in people with HIV (PWH) likely contributes to inflammation, a driver of morbidity and mortality. We aimed to evaluate the safety and tolerability of 6 weekly oral fecal microbiota transplants (FMT) administered to reverse this dysbiosis. Methods Six PWH on suppressive antiretroviral therapy (ART) received 6 weekly doses of lyophilized fecal microbiota product from healthy donors. Shotgun sequencing on stool before, after last FMT, and 20 weeks thereafter was performed. Inflammation and gut permeability biomarkers were measured. Results Median age at week 0 was 39 years, CD4+ T cell count 496 cells/mm3, HIV RNA levels <20 copies/mL. FMT was safe and well-tolerated. α diversity increased in 4 participants from weeks 0 to 6, including the 3 with the lowest α diversity at week 0. At week 26, α diversity more closely resembled week 0 than week 6 in these 4 participants. Metagenomic analysis showed no consistent changes across all participants. One participant had high gut permeability and inflammation biomarker levels and low α diversity that improved between weeks 0 and 6 with a shift in distribution. Conclusions Weekly FMT was safe and well-tolerated. α diversity increased in participants with the lowest baseline α diversity during the treatment period. Future randomized, controlled trials of FMT should consider evaluating PWH with greater inflammation, gut damage, or dysbiosis as this population may be most likely to show a significant response.ClinicalTrials.gov Identifier: NCT03329560.
Collapse
Affiliation(s)
- Netanya S Utay
- Division of General Medicine, Department of Internal Medicine, McGovern Medical School at The University of Texas Health Science Center at Houston, Houston, Texas.,Kelsey Research Foundation, Houston, Texas
| | - Ana N Monczor
- Division of Infectious Diseases, Department of Internal Medicine, McGovern Medical School at The University of Texas Health Science Center at Houston, Houston, Texas
| | - Anoma Somasunderam
- Division of General Medicine, Department of Internal Medicine, McGovern Medical School at The University of Texas Health Science Center at Houston, Houston, Texas
| | - Sofia Lupo
- Division of Infectious Diseases, Department of Internal Medicine, McGovern Medical School at The University of Texas Health Science Center at Houston, Houston, Texas
| | - Zhi-Dong Jiang
- School of Public Health at The University of Texas Health Science Center at Houston, Houston, Texas
| | | | | | - Karen J Vigil
- Division of Infectious Diseases, Department of Internal Medicine, McGovern Medical School at The University of Texas Health Science Center at Houston, Houston, Texas
| | - Jordan E Lake
- Division of Infectious Diseases, Department of Internal Medicine, McGovern Medical School at The University of Texas Health Science Center at Houston, Houston, Texas
| | - Blake Hanson
- School of Public Health at The University of Texas Health Science Center at Houston, Houston, Texas
| | - Herbert L DuPont
- Kelsey Research Foundation, Houston, Texas.,School of Public Health at The University of Texas Health Science Center at Houston, Houston, Texas
| | - Roberto C Arduino
- Division of Infectious Diseases, Department of Internal Medicine, McGovern Medical School at The University of Texas Health Science Center at Houston, Houston, Texas
| |
Collapse
|