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Sun Y, Wu J, Li H, Zhong Y, Ye Z, Zhang J, Su M. Gut microbiota dysbiosis triggered by salinity stress enhances systemic inflammation in spotted scat (Scatophagus argus). FISH & SHELLFISH IMMUNOLOGY 2025; 162:110353. [PMID: 40254087 DOI: 10.1016/j.fsi.2025.110353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2025] [Revised: 04/15/2025] [Accepted: 04/17/2025] [Indexed: 04/22/2025]
Abstract
As an ecological disturbance, salinity changes substantially impact aquatic organism health. Gut microbiota plays a pivotal role in host health and exhibits heightened sensitivity to environmental salinity stress; however, the potential correlative mechanisms between gut microbiota dysbiosis triggered by salinity changes and host health remain unclear. The present study conducted a 4-week stress experiment to investigate the precise impact of gut microbiota on the inflammatory response in Scatophagus argus under different salinities (0 ‰ [hyposaline group, HO], 25 ‰ [control group, CT], and 40 ‰ [hypersaline group, HE]). Our results revealed that both HO and HE stress significantly changed the relative abundances of Gram-negative bacteria and the impairment of intestinal barrier function. Subsequently, the levels of lipopolysaccharide (LPS) in the serum exhibited a significant increase, and the expression levels of genes (tlrs, myd88, irak1, irak4, and traf6) involving TLRs/MyD88/NF-κB signaling pathway and pro-inflammatory cytokines (il-6, il-8, il-1β, and tnf-α) in the representative immune organs were significantly upregulated. Conversely, the abundance of the anti-inflammatory gene (tgf-β1) and its protein contents in serum were decreased. Transplantation of the gut microbiota from S. argus exposed to varying salinities into germ-free Oryzias latipes resulted in an enhanced inflammatory response. Our results suggested that both HO and HE stress increased the presence of Gram-negative bacteria and disrupted the intestinal barrier, leading to elevated serum LPS and subsequent systemic inflammation in fish. These findings provide innovative insights into the influence of salinity manipulation strategies on the health of aquatic organisms, contributing to the mariculture management in coastal areas.
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Affiliation(s)
- Yuan Sun
- Shenzhen Key Laboratory of Marine Bioresource & Eco-Environmental Science, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, 518060, China; Key Laboratory of Optoelectronic Devices and Systems of Ministry of Education and Guangdong Province, College of Physics and Optoelectronic Engineering, Shenzhen University, Shenzhen, 518060, China
| | - Jiajia Wu
- Shenzhen Key Laboratory of Marine Bioresource & Eco-Environmental Science, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, 518060, China
| | - Huixue Li
- Shenzhen Key Laboratory of Marine Bioresource & Eco-Environmental Science, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, 518060, China
| | - Youling Zhong
- Shenzhen Key Laboratory of Marine Bioresource & Eco-Environmental Science, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, 518060, China
| | - Zhiyin Ye
- Shenzhen Key Laboratory of Marine Bioresource & Eco-Environmental Science, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, 518060, China
| | - Junbin Zhang
- Shenzhen Key Laboratory of Marine Bioresource & Eco-Environmental Science, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, 518060, China
| | - Maoliang Su
- Shenzhen Key Laboratory of Marine Bioresource & Eco-Environmental Science, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, 518060, China.
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Creus-Martí I, Moya A, Santonja FJ. Methodology for microbiome data analysis: An overview. Comput Biol Med 2025; 192:110157. [PMID: 40279974 DOI: 10.1016/j.compbiomed.2025.110157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Revised: 03/07/2025] [Accepted: 04/04/2025] [Indexed: 04/29/2025]
Abstract
It is known that microbiome and health are related, in addition, recent research has found that microbiome has potential clinical uses. These facts highlight the importance of the microbiome in actual science. However, microbiome data has some characteristics that makes its statistical study challenging. In recent years, longitudinal and non-longitudinal methods have been designed to analyze the microbiota and knowing more about the bacterial behavior. In this article in the form of a review we summarize the characteristics of microbiome data and the statistical methods most widespread to analyze it. We have taken into account if the strategies are longitudinal or not. We also classify the methods based on their specific analytical objectives and based on their mathematical characteristics. The methods are structured according to their biological goals and mathematical features, ensuring that the insights provided are both relevant and accessible to professionals in biology and statistics. We present this review as a reference for the most widely used methods in microbiome data analysis and as a foundation for identifying potential areas for future research. We want to point out that this review can be particularly useful to remark the importance of the methodology designed in order to study microbiome longitudinal datasets.
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Affiliation(s)
- Irene Creus-Martí
- Department of Applied Mathematics, Universitat Politècnica de València, Valencia, Spain.
| | - Andrés Moya
- Institute for Integrative Systems Biology (I2Sysbio), Universitat de València and CSIC, València, Spain; The Foundation for the Promotion of Health and Biomedical Research of Valencia Region (FISABIO), Valencia, Spain; CIBER in Epidemiology and Public Health (CIBERESP), Madrid, Spain
| | - Francisco J Santonja
- Department of Statistics and Operation Research, Universitat de València, Valencia, Spain
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罗 嘉, Sodnomjamts B, 高 雪, 陈 晶, 余 政, 熊 莎, 曹 虹. [ Akkermansia muciniphila gavage improves gut-brain interaction disorders in gp120 transgenic mice]. NAN FANG YI KE DA XUE XUE BAO = JOURNAL OF SOUTHERN MEDICAL UNIVERSITY 2025; 45:554-565. [PMID: 40159970 PMCID: PMC11955896 DOI: 10.12122/j.issn.1673-4254.2025.03.13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Received: 11/19/2024] [Indexed: 04/02/2025]
Abstract
OBJECTIVES To explore the effect of A. muciniphila gavage on intestinal microbiota and gut-brain interaction disorders (DGBIs) in gp120tg transgenic mouse models of HIV-associated neurocognitive disorder (HAND). METHODS Intestinal microbiota was detected by 16S rRNA gene sequencing in 6-, 9-, and 12-month-old wild-type (WT) mice and gp120tg transgenic mice. The 12-month-old WT and transgenic mice were divided into 2 groups for daily treatment with PBS or A.muciniphila gavage (2×108 CFU/mouse) for 6 weeks. After the treatment, immunohistochemistry, ELISA and qPCR were used to detect changes in colonic expression levels of glycosylated mucins, MBP and IL-1β, eosinophil infiltration, serum lipopolysaccharide (LPS) levels, and colonic expressions of occludin, ZO-1, IL-10, TNF-α and INF-γ mRNA. Morris water maze test and immunofluorescence assay were used to assess learning and spatial memory abilities and neuronal damage of the mice. RESULTS Compared with WT mice, the transgenic mice exhibited significantly lowered Simpson's diversity of the intestinal microbiota with reduced abundance of Akkermansia genus, increased serum LPS levels and decreased colonic expression of glycosylated mucin. A.muciniphila gavage obviously ameliorated the reduction of glycosylated mucin in the transgenic mice without causing significant changes in body weight. The 12-month-old gp120tg mice had significantly decreased cdonic expressions of Occludin and ZO-1 with increased eosinophil infiltration and TNF-β, INF-γ and IL-1β levels and obviously lowered IL-10 level; all these changes were significantly mitigated by A.muciniphila gavage, which also improved cognitive impairment and neuronal loss in the hippocampus and cortex of the transgenic mice. CONCLUSIONS The gp120tg mice have lower intestinal microbiota richness and diversity than WT mice. The 12-month-old gp120tg mice have significantly reduced Akkermansia abundance with distinct DGBIs-related indexes, and A. muciniphila gavage can reduce intestinal barrier injury, colonic inflammation and eosinophil activation, cognitive impairment and brain neuron injury in these mice.
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Li W, Qing Y, Yu Q, Zhang H, Rang Z, Li S, Cui F. Alterations of the Intestinal Mucosal Barrier and Gut Fungal Microbiome in Asymptomatic HIV-Infected Patients. THE CANADIAN JOURNAL OF INFECTIOUS DISEASES & MEDICAL MICROBIOLOGY = JOURNAL CANADIEN DES MALADIES INFECTIEUSES ET DE LA MICROBIOLOGIE MEDICALE 2024; 2024:6995192. [PMID: 39886072 PMCID: PMC11779998 DOI: 10.1155/cjid/6995192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Accepted: 11/23/2024] [Indexed: 02/01/2025]
Abstract
Damage to the intestinal mucosal barrier and dysbiosis of the gut microbiota are critical factors in HIV progression, reciprocally influencing each other. Besides bacteria, the fungal microbiota, a significant component of the gut, plays a pivotal role in this dysregulation. This study aims to investigate changes in the gut mucosal barrier and mycobiota during the initial stages of HIV infection, focusing on the involvement of intestinal fungi and their secretions in mucosal damage. Peripheral blood, intestinal mucosa, and fecal samples were collected from 13 asymptomatic HIV-infected individuals at the non-AIDS stage and 13 healthy controls. Assessments included colonoscopy, immune function analysis, and measurement of mucosal damage markers (LPS, I-FABP, and D-LA) and inflammatory cytokines (IL-6 and IL-18). Additionally, Claudin-1 levels in mucosal samples and fungal profiles in fecal samples were evaluated. The study found that colonic abnormalities were significantly more prevalent in the HIV group compared to healthy controls (p < 0.001) and Claudin-1 levels were notably lower in the HIV group (p < 0.001). Candida albicans (p=0.0084), its secretion SAP1 (p=0.023), and the levels of IL-18 (p=0.0016) and IL-6 (p < 0.001) were all significantly higher in the HIV group. CD4+ T-cell counts were positively correlated with Claudin-1 expression (p=0.034, r = 0.417). Candida albicans showed negative correlations with several virulence factors, while other fungi exhibited varied correlations. Additionally, Claudin-1 levels were significantly negatively correlated with Candida albicans (p=0.013, r = -0.668), SAP1 (p=0.027, r = -0.609), IL-18 (p < 0.001, r = -0.922), and IL-6 (p < 0.001, r = -0.920). Overall, these findings suggest that asymptomatic HIV-infected individuals have already exhibited intestinal mucosal damage in the early stage and highlight the critical role of Candida albicans and its secretions in early-stage intestinal mucosal barrier damage.
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Affiliation(s)
- Wenjie Li
- School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
- Institute of Dermatology, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Chengdu, China
| | - Yong Qing
- Department of Proctology and Dermatology, Chengdu Anorectal Hospital, Chengdu, China
| | - Qiuyue Yu
- Department of Dermatology, Chengdu Pidu District People's Hospital, Chengdu, China
| | - Hulian Zhang
- Department of Dermatology, Chengdu Xindu District People's Hospital, Chengdu, China
| | - Zhen Rang
- School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
- Institute of Dermatology, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Chengdu, China
| | - Shuangli Li
- Department of Dermatology, The Second People's Hospital of Yibin, Yibin, China
| | - Fan Cui
- School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
- Institute of Dermatology, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Chengdu, China
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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.
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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.
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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.
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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
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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.
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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.
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Trøseid M, Nielsen SD, Vujkovic-Cvijin I. Gut microbiome and cardiometabolic comorbidities in people living with HIV. MICROBIOME 2024; 12:106. [PMID: 38877521 PMCID: PMC11177534 DOI: 10.1186/s40168-024-01815-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 04/12/2024] [Indexed: 06/16/2024]
Abstract
BACKGROUND Despite modern antiretroviral therapy (ART), people living with HIV (PLWH) have increased relative risk of inflammatory-driven comorbidities, including cardiovascular disease (CVD). The gut microbiome could be one of several driving factors, along with traditional risk factors and HIV-related risk factors such as coinfections, ART toxicity, and past immunodeficiency. RESULTS PLWH have an altered gut microbiome, even after adjustment for known confounding factors including sexual preference. The HIV-related microbiome has been associated with cardiometabolic comorbidities, and shares features with CVD-related microbiota profiles, in particular reduced capacity for short-chain fatty acid (SCFA) generation. Substantial inter-individual variation has so far been an obstacle for applying microbiota profiles for risk stratification. This review covers updated knowledge and recent advances in our understanding of the gut microbiome and comorbidities in PLWH, with specific focus on cardiometabolic comorbidities and inflammation. It covers a comprehensive overview of HIV-related and comorbidity-related dysbiosis, microbial translocation, and microbiota-derived metabolites. It also contains recent data from studies in PLWH on circulating metabolites related to comorbidities and underlying gut microbiota alterations, including circulating levels of the SCFA propionate, the histidine-analogue imidazole propionate, and the protective metabolite indole-3-propionic acid. CONCLUSIONS Despite recent advances, the gut microbiome and related metabolites are not yet established as biomarkers or therapeutic targets. The review gives directions for future research needed to advance the field into clinical practice, including promises and pitfalls for precision medicine. Video Abstract.
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Affiliation(s)
- Marius Trøseid
- Research Institute of Internal Medicine, Oslo University Hospital Rikshospitalet, Oslo, Norway.
- Section for Clinical Immunology and Infectious Diseases, Oslo University Hospital Rikshospitalet, Oslo, Norway.
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
| | - Susanne Dam Nielsen
- Department of Infectious Diseases, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Blegdamsvej 3B, Copenhagen, 2200, Denmark
- Department of Surgical Gastroenterology and Transplantation, Rigshospitalet, University of Copenhagen, Blegdamsvej 9, Copenhagen Oe, 2100, Denmark
| | - Ivan Vujkovic-Cvijin
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Karsh Division of Gastroenterology & Hepatology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- F. Widjaja Inflammatory Bowel Disease Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
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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.
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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
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10
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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.
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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
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11
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Singh S, Giron LB, Shaikh MW, Shankaran S, Engen PA, Bogin ZR, Bambi SA, Goldman AR, Azevedo JLLC, Orgaz L, de Pedro N, González P, Giera M, Verhoeven A, Sánchez-López E, Pandrea I, Kannan T, Tanes CE, Bittinger K, Landay AL, Corley MJ, Keshavarzian A, Abdel-Mohsen M. Distinct intestinal microbial signatures linked to accelerated systemic and intestinal biological aging. MICROBIOME 2024; 12:31. [PMID: 38383483 PMCID: PMC10882811 DOI: 10.1186/s40168-024-01758-4] [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: 10/25/2023] [Accepted: 01/05/2024] [Indexed: 02/23/2024]
Abstract
BACKGROUND People living with HIV (PLWH), even when viral replication is controlled through antiretroviral therapy (ART), experience persistent inflammation. This inflammation is partly attributed to intestinal microbial dysbiosis and translocation, which may lead to non-AIDS-related aging-associated comorbidities. The extent to which living with HIV - influenced by the infection itself, ART usage, sexual orientation, or other associated factors - affects the biological age of the intestines is unclear. Furthermore, the role of microbial dysbiosis and translocation in the biological aging of PLWH remains to be elucidated. To investigate these uncertainties, we used a systems biology approach, analyzing colon and ileal biopsies, blood samples, and stool specimens from PLWH on ART and people living without HIV (PLWoH) as controls. RESULTS PLWH exhibit accelerated biological aging in the colon, ileum, and blood, as measured by various epigenetic aging clocks, compared to PLWoH. Investigating the relationship between microbial translocation and biological aging, PLWH had decreased levels of tight junction proteins in the intestines, along with increased microbial translocation. This intestinal permeability correlated with faster biological aging and increased inflammation. When investigating the relationship between microbial dysbiosis and biological aging, the intestines of PLWH had higher abundance of specific pro-inflammatory bacteria, such as Catenibacterium and Prevotella. These bacteria correlated with accelerated biological aging. Conversely, the intestines of PLWH had lower abundance of bacteria known for producing the anti-inflammatory short-chain fatty acids, such as Subdoligranulum and Erysipelotrichaceae, and these bacteria were associated with slower biological aging. Correlation networks revealed significant links between specific microbial genera in the colon and ileum (but not in feces), increased aging, a rise in pro-inflammatory microbe-related metabolites (e.g., those in the tryptophan metabolism pathway), and a decrease in anti-inflammatory metabolites like hippuric acid. CONCLUSIONS We identified specific microbial compositions and microbiota-related metabolic pathways that are intertwined with intestinal and systemic biological aging. This microbial signature of biological aging is likely reflecting various factors including the HIV infection itself, ART usage, sexual orientation, and other aspects associated with living with HIV. A deeper understanding of the mechanisms underlying these connections could offer potential strategies to mitigate accelerated aging and its associated health complications. Video Abstract.
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Affiliation(s)
- Shalini Singh
- Vaccine and Immunotherapy Center, The Wistar Institute, 3601 Spruce Street, Philadelphia, PA, 19104, USA
| | - Leila B Giron
- Vaccine and Immunotherapy Center, The Wistar Institute, 3601 Spruce Street, Philadelphia, PA, 19104, USA
| | - Maliha W Shaikh
- Rush Center for Integrated Microbiome and Chronobiology Research, Rush University, Chicago, IL, USA
| | - Shivanjali Shankaran
- Rush Center for Integrated Microbiome and Chronobiology Research, Rush University, Chicago, IL, USA
- Department of Medicine, Rush University, Chicago, IL, USA
| | - Phillip A Engen
- Rush Center for Integrated Microbiome and Chronobiology Research, Rush University, Chicago, IL, USA
| | - Zlata R Bogin
- Rush Center for Integrated Microbiome and Chronobiology Research, Rush University, Chicago, IL, USA
| | - Simona A Bambi
- Rush Center for Integrated Microbiome and Chronobiology Research, Rush University, Chicago, IL, USA
| | - Aaron R Goldman
- Vaccine and Immunotherapy Center, The Wistar Institute, 3601 Spruce Street, Philadelphia, PA, 19104, USA
| | - Joao L L C Azevedo
- Vaccine and Immunotherapy Center, The Wistar Institute, 3601 Spruce Street, Philadelphia, PA, 19104, USA
| | | | | | | | - Martin Giera
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, The Netherlands
| | - Aswin Verhoeven
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, The Netherlands
| | - Elena Sánchez-López
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Toshitha Kannan
- Vaccine and Immunotherapy Center, The Wistar Institute, 3601 Spruce Street, Philadelphia, PA, 19104, USA
| | - Ceylan E Tanes
- Division of Gastroenterology, Hepatology, and Nutrition, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Kyle Bittinger
- Division of Gastroenterology, Hepatology, and Nutrition, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Alan L Landay
- Rush Center for Integrated Microbiome and Chronobiology Research, Rush University, Chicago, IL, USA
- Department of Medicine, Rush University, Chicago, IL, USA
| | | | - Ali Keshavarzian
- Rush Center for Integrated Microbiome and Chronobiology Research, Rush University, Chicago, IL, USA
- Department of Medicine, Rush University, Chicago, IL, USA
| | - Mohamed Abdel-Mohsen
- Vaccine and Immunotherapy Center, The Wistar Institute, 3601 Spruce Street, Philadelphia, PA, 19104, USA.
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12
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Sereti I, Verburgh ML, Gifford J, Lo A, Boyd A, Verheij E, Verhoeven A, Wit FWNM, Schim van der Loeff MF, Giera M, Kootstra NA, Reiss P, Vujkovic-Cvijin I. Impaired gut microbiota-mediated short-chain fatty acid production precedes morbidity and mortality in people with HIV. Cell Rep 2023; 42:113336. [PMID: 37918403 PMCID: PMC10872975 DOI: 10.1016/j.celrep.2023.113336] [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: 06/20/2023] [Revised: 08/28/2023] [Accepted: 10/10/2023] [Indexed: 11/04/2023] Open
Abstract
Antiretroviral therapy (ART) has dramatically lengthened lifespan among people with HIV (PWH), but this population experiences heightened rates of inflammation-related comorbidities. HIV-associated inflammation is linked with an altered microbiome; whether such alterations precede inflammation-related comorbidities or occur as their consequence remains unknown. We find that ART-treated PWH exhibit depletion of gut-resident bacteria that produce short-chain fatty acids (SCFAs)-crucial microbial metabolites with anti-inflammatory properties. Prior reports establish that fecal SCFA concentrations are not depleted in PWH. We find that gut-microbiota-mediated SCFA production capacity is better reflected in serum than in feces and that PWH exhibit reduced serum SCFA, which associates with inflammatory markers. Leveraging stool and serum samples collected prior to comorbidity onset, we find that HIV-specific microbiome alterations precede morbidity and mortality in ART-treated PWH. Among these microbiome alterations, reduced microbiome-mediated conversion of lactate to propionate precedes mortality in PWH. Thus, gut microbial fiber/lactate conversion to SCFAs may modulate HIV-associated comorbidity risk.
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Affiliation(s)
- Irini Sereti
- HIV Pathogenesis Section, Laboratory of Immunoregulation, NIAID/NIH, Rockville, MD, USA; Amsterdam Institute for Global Health and Development, Amsterdam, the Netherlands
| | - Myrthe L Verburgh
- Amsterdam University Medical Centers, University of Amsterdam, Infectious Diseases, Amsterdam, the Netherlands; Amsterdam Institute for Infection and Immunity, Amsterdam, the Netherlands; Amsterdam Institute for Global Health and Development, Amsterdam, the Netherlands
| | - Jacob Gifford
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, USA; Karsh Division of Gastroenterology & Hepatology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA; F. Widjaja Inflammatory Bowel Disease Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Alice Lo
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, USA; Karsh Division of Gastroenterology & Hepatology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA; F. Widjaja Inflammatory Bowel Disease Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Anders Boyd
- Amsterdam University Medical Centers, University of Amsterdam, Infectious Diseases, Amsterdam, the Netherlands; Amsterdam Institute for Infection and Immunity, Amsterdam, the Netherlands; HIV Monitoring Foundation, Amsterdam, the Netherlands; Public Health Service of Amsterdam, Infectious Diseases, Amsterdam, the Netherlands
| | - Eveline Verheij
- Amsterdam University Medical Centers, University of Amsterdam, Infectious Diseases, Amsterdam, the Netherlands; Amsterdam Institute for Infection and Immunity, Amsterdam, the Netherlands; Amsterdam Institute for Global Health and Development, Amsterdam, the Netherlands
| | - Aswin Verhoeven
- Leiden University Medical Center, Center for Proteomics & Metabolomics, Leiden, the Netherlands
| | - Ferdinand W N M Wit
- Amsterdam University Medical Centers, University of Amsterdam, Infectious Diseases, Amsterdam, the Netherlands; Amsterdam Institute for Infection and Immunity, Amsterdam, the Netherlands; HIV Monitoring Foundation, Amsterdam, the Netherlands
| | - Maarten F Schim van der Loeff
- Amsterdam University Medical Centers, University of Amsterdam, Infectious Diseases, Amsterdam, the Netherlands; Amsterdam Institute for Infection and Immunity, Amsterdam, the Netherlands; Public Health Service of Amsterdam, Infectious Diseases, Amsterdam, the Netherlands
| | - Martin Giera
- Leiden University Medical Center, Center for Proteomics & Metabolomics, Leiden, the Netherlands
| | - Neeltje A Kootstra
- Amsterdam Institute for Infection and Immunity, Amsterdam, the Netherlands; Amsterdam UMC, University of Amsterdam, Experimental Immunology, Amsterdam, the Netherlands
| | - Peter Reiss
- Amsterdam University Medical Centers, University of Amsterdam, Infectious Diseases, Amsterdam, the Netherlands; Amsterdam Institute for Infection and Immunity, Amsterdam, the Netherlands; Amsterdam Institute for Global Health and Development, Amsterdam, the Netherlands; Amsterdam University Medical Centers, University of Amsterdam, Department of Global Health, Meibergdreef 9, Amsterdam, the Netherlands
| | - Ivan Vujkovic-Cvijin
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, USA; Karsh Division of Gastroenterology & Hepatology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA; F. Widjaja Inflammatory Bowel Disease Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
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13
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Singh S, Giron LB, Shaikh MW, Shankaran S, Engen PA, Bogin ZR, Bambi SA, Goldman AR, Azevedo JLLC, Orgaz L, de Pedro N, González P, Giera M, Verhoeven A, Sánchez-López E, Pandrea IV, Kannan T, Tanes CE, Bittinger K, Landay AL, Corley MJ, Keshavarzian A, Abdel-Mohsen M. Distinct Intestinal Microbial Signatures Linked to Accelerated Biological Aging in People with HIV. RESEARCH SQUARE 2023:rs.3.rs-3492242. [PMID: 37961645 PMCID: PMC10635386 DOI: 10.21203/rs.3.rs-3492242/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: 11/15/2023]
Abstract
Background People with HIV (PWH), even with controlled viral replication through antiretroviral therapy (ART), experience persistent inflammation. This is partly due to intestinal microbial dysbiosis and translocation. Such ongoing inflammation may lead to the development of non-AIDS-related aging-associated comorbidities. However, there remains uncertainty regarding whether HIV affects the biological age of the intestines and whether microbial dysbiosis and translocation influence the biological aging process in PWH on ART. To fill this knowledge gap, we utilized a systems biology approach, analyzing colon and ileal biopsies, blood samples, and stool specimens from PWH on ART and their matched HIV-negative counterparts. Results Despite having similar chronological ages, PWH on ART exhibit accelerated biological aging in the colon, ileum, and blood, as measured by various epigenetic aging clocks, compared to HIV-negative controls. Investigating the relationship between microbial translocation and biological aging, PWH on ART had decreased levels of tight junction proteins in the colon and ileum, along with increased microbial translocation. This increased intestinal permeability correlated with faster intestinal and systemic biological aging, as well as increased systemic inflammation. When investigating the relationship between microbial dysbiosis and biological aging, the intestines of PWH on ART had higher abundance of specific pro-inflammatory bacterial genera, such as Catenibacterium and Prevotella. These bacteria significantly correlated with accelerated local and systemic biological aging. Conversely, the intestines of PWH on ART had lower abundance of bacterial genera known for producing short-chain fatty acids and exhibiting anti-inflammatory properties, such as Subdoligranulum and Erysipelotrichaceae, and these bacteria taxa were associated with slower biological aging. Correlation networks revealed significant links between specific microbial genera in the colon and ileum (but not in feces), increased aging, a rise in pro-inflammatory microbial-related metabolites (e.g., those in the tryptophan metabolism pathway), and a decrease in anti-inflammatory metabolites like hippuric acid and oleic acid. Conclusions We identified a specific microbial composition and microbiome-related metabolic pathways that are intertwined with both intestinal and systemic biological aging in PWH on ART. A deeper understanding of the mechanisms underlying these connections could potentially offer strategies to counteract premature aging and its associated health complications in PWH.
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14
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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.
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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
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15
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Zhang Y, Andreu-Sánchez S, Vadaq N, Wang D, Matzaraki V, van der Heijden WA, Gacesa R, Weersma RK, Zhernakova A, Vandekerckhove L, de Mast Q, Joosten LAB, Netea MG, van der Ven AJAM, Fu J. Gut dysbiosis associates with cytokine production capacity in viral-suppressed people living with HIV. Front Cell Infect Microbiol 2023; 13:1202035. [PMID: 37583444 PMCID: PMC10425223 DOI: 10.3389/fcimb.2023.1202035] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Accepted: 07/06/2023] [Indexed: 08/17/2023] Open
Abstract
Background People living with human immunodeficiency virus (PLHIV) are exposed to chronic immune dysregulation, even when virus replication is suppressed by antiretroviral therapy (ART). Given the emerging role of the gut microbiome in immunity, we hypothesized that the gut microbiome may be related to the cytokine production capacity of PLHIV. Methods To test this hypothesis, we collected metagenomic data from 143 ART-treated PLHIV and assessed the ex vivo production capacity of eight different cytokines [interleukin-1β (IL-1β), IL-6, IL-1Ra, IL-10, IL-17, IL-22, tumor necrosis factor, and interferon-γ] in response to different stimuli. We also characterized CD4+ T-cell counts, HIV reservoir, and other clinical parameters. Results Compared with 190 age- and sex-matched controls and a second independent control cohort, PLHIV showed microbial dysbiosis that was correlated with viral reservoir levels (CD4+ T-cell-associated HIV-1 DNA), cytokine production capacity, and sexual behavior. Notably, we identified two genetically different P. copri strains that were enriched in either PLHIV or healthy controls. The control-related strain showed a stronger negative association with cytokine production capacity than the PLHIV-related strain, particularly for Pam3Cys-incuded IL-6 and IL-10 production. The control-related strain is also positively associated with CD4+ T-cell level. Conclusions Our findings suggest that modulating the gut microbiome may be a strategy to modulate immune response in PLHIV.
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Affiliation(s)
- Yue Zhang
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
- Department of Pediatrics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Sergio Andreu-Sánchez
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
- Department of Pediatrics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Nadira Vadaq
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Daoming Wang
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
- Department of Pediatrics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Vasiliki Matzaraki
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Wouter A. van der Heijden
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Ranko Gacesa
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
- Department of Gastroenterology and Hepatology, University Medical Center Groningen, Groningen, Netherlands
| | - Rinse K. Weersma
- Department of Gastroenterology and Hepatology, University Medical Center Groningen, Groningen, Netherlands
| | - Alexandra Zhernakova
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Linos Vandekerckhove
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Ghent University and Ghent University Hospital, Ghent, Belgium
| | - Quirijn de Mast
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Leo A. B. Joosten
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
- Department of Medical Genetics, Iuliu Hațieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - Mihai G. Netea
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
- Department of Immunology and Metabolism, Life and Medical Sciences Institute, University of Bonn, Bonn, Germany
| | - André J. A. M. van der Ven
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
| | - Jingyuan Fu
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
- Department of Pediatrics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
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16
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Wang Z, Peters BA, Bryant M, Hanna DB, Schwartz T, Wang T, Sollecito CC, Usyk M, Grassi E, Wiek F, Peter LS, Post WS, Landay AL, Hodis HN, Weber KM, French A, Golub ET, Lazar J, Gustafson D, Sharma A, Anastos K, Clish CB, Burk RD, Kaplan RC, Knight R, Qi Q. Gut microbiota, circulating inflammatory markers and metabolites, and carotid artery atherosclerosis in HIV infection. MICROBIOME 2023; 11:119. [PMID: 37237391 PMCID: PMC10224225 DOI: 10.1186/s40168-023-01566-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 05/05/2023] [Indexed: 05/28/2023]
Abstract
BACKGROUND Alterations in gut microbiota have been implicated in HIV infection and cardiovascular disease. However, how gut microbial alterations relate to host inflammation and metabolite profiles, and their relationships with atherosclerosis, have not been well-studied, especially in the context of HIV infection. Here, we examined associations of gut microbial species and functional components measured by shotgun metagenomics with carotid artery plaque assessed by B-mode carotid artery ultrasound in 320 women with or at high risk of HIV (65% HIV +) from the Women's Interagency HIV Study. We further integrated plaque-associated microbial features with serum proteomics (74 inflammatory markers measured by the proximity extension assay) and plasma metabolomics (378 metabolites measured by liquid chromatography tandem mass spectrometry) in relation to carotid artery plaque in up to 433 women. RESULTS Fusobacterium nucleatum, a potentially pathogenic bacteria, was positively associated with carotid artery plaque, while five microbial species (Roseburia hominis, Roseburia inulinivorans, Johnsonella ignava, Odoribacter splanchnicus, Clostridium saccharolyticum) were inversely associated with plaque. Results were consistent between women with and without HIV. Fusobacterium nucleatum was positively associated with several serum proteomic inflammatory markers (e.g., CXCL9), and the other plaque-related species were inversely associated with proteomic inflammatory markers (e.g., CX3CL1). These microbial-associated proteomic inflammatory markers were also positively associated with plaque. Associations between bacterial species (especially Fusobacterium nucleatum) and plaque were attenuated after further adjustment for proteomic inflammatory markers. Plaque-associated species were correlated with several plasma metabolites, including the microbial metabolite imidazole-propionate (ImP), which was positively associated with plaque and several pro-inflammatory markers. Further analysis identified additional bacterial species and bacterial hutH gene (encoding enzyme histidine ammonia-lyase in ImP production) associated with plasma ImP levels. A gut microbiota score based on these ImP-associated species was positively associated with plaque and several pro-inflammatory markers. CONCLUSION Among women living with or at risk of HIV, we identified several gut bacterial species and a microbial metabolite ImP associated with carotid artery atherosclerosis, which might be related to host immune activation and inflammation. Video Abstract.
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Affiliation(s)
- Zheng Wang
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Brandilyn A Peters
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - MacKenzie Bryant
- Department of Pediatrics, University of California, La Jolla, San Diego, CA, USA
| | - David B Hanna
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Tara Schwartz
- Department of Pediatrics, University of California, La Jolla, San Diego, CA, USA
| | - Tao Wang
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | | | - Mykhaylo Usyk
- Department of Pediatrics, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Evan Grassi
- Department of Pediatrics, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Fanua Wiek
- Department of Pediatrics, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Lauren St Peter
- Department of Pediatrics, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Wendy S Post
- Department of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Alan L Landay
- Department of Internal Medicine, Rush University Medical Center, Chicago, IL, USA
| | - Howard N Hodis
- Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | | | - Audrey French
- Department of Internal Medicine, Stroger Hospital of Cook County, Chicago, IL, USA
| | - Elizabeth T Golub
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Jason Lazar
- Department of Medicine, State University of New York Downstate Health Sciences University, Brooklyn, NY, USA
| | - Deborah Gustafson
- Department of Neurology, State University of New York Downstate Health Sciences University, Brooklyn, NY, USA
| | - Anjali Sharma
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Kathryn Anastos
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Obstetrics & Gynecology and Women's Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Clary B Clish
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Robert D Burk
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Pediatrics, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Obstetrics & Gynecology and Women's Health, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Microbiology & Immunology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Robert C Kaplan
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Rob Knight
- Department of Pediatrics, University of California, La Jolla, San Diego, CA, USA
- Department of Bioengineering, University of California, La Jolla, San Diego, CA, USA
- Department of Computer Science and Engineering, University of California, La Jolla, San Diego, CA, USA
- Center for Microbiome Innovation, University of California, La Jolla, San Diego, CA, USA
| | - Qibin Qi
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA.
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
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17
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The Gut Microbiome, Microbial Metabolites, and Cardiovascular Disease in People Living with HIV. Curr HIV/AIDS Rep 2023; 20:86-99. [PMID: 36708497 DOI: 10.1007/s11904-023-00648-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/19/2022] [Indexed: 01/29/2023]
Abstract
PURPOSE OF REVIEW To synthesize recent evidence relating the gut microbiome and microbial metabolites to cardiovascular disease (CVD) in people living with HIV (PLWH). RECENT FINDINGS A few cross-sectional studies have reported on the gut microbiome and cardiovascular outcomes in the context of HIV, with no consistent patterns emerging. The largest such study found that gut Fusobacterium was associated with carotid artery plaque. More studies have evaluated microbial metabolite trimethylamine N-oxide with CVD risk in PLWH, but results were inconsistent, with recent prospective analyses showing null effects. Studies of other microbial metabolites are scarce. Microbial translocation biomarkers (e.g., lipopolysaccharide binding protein) have been related to incident CVD in PLWH. Microbial translocation may increase CVD risk in PLWH, but there is insufficient and/or inconsistent evidence regarding specific microbial species and microbial metabolites associated with cardiovascular outcomes in PLWH. Further research is needed in large prospective studies integrating the gut microbiome, microbial translocation, and microbial metabolites with cardiovascular outcomes in PLWH.
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18
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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.
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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
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19
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Chandiwana P, Munjoma PT, Mazhandu AJ, Li J, Baertschi I, Wyss J, Jordi SBU, Mazengera LR, Yilmaz B, Misselwitz B, Duri K. Antenatal gut microbiome profiles and effect on pregnancy outcome in HIV infected and HIV uninfected women in a resource limited setting. BMC Microbiol 2023; 23:4. [PMID: 36604616 PMCID: PMC9817306 DOI: 10.1186/s12866-022-02747-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Accepted: 12/23/2022] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Human immunodeficiency virus (HIV) severely damages the epithelial cells of the gut lining leading to an inflamed leaky gut, translocation of microbial products, and dysbiosis resulting in systemic immune activation. Also, microbiota composition and maternal gut function can be altered in pregnancy through changes in the immune system and intestinal physiology. The aim of this study was to investigate the gut microbiota in HIV-infected and HIV-uninfected pregnant women and to compare and identify the association between gut microbial composition and adverse birth outcomes. RESULTS A total of 94 pregnant women (35 HIV-infected and 59 HIV-uninfected controls) were recruited in Harare from 4 polyclinics serving populations with relatively poor socioeconomic status. Women were of a median age of 28 years (interquartile range, IQR: 22.3-32.0) and 55% of women were 35 weeks gestational age at enrolment (median 35.0 weeks, IQR: 32.5-37.2). Microbiota profiling in these participants showed that species richness was significantly lower in the HIV-infected pregnant women compared to their HIV-uninfected peers and significant differences in β-diversity using Bray-Curtis dissimilarity were observed. In contrast, there was no significant difference in α-diversity between immune-compromised (CD4+ < 350 cells/µL) and immune-competent HIV-infected women (CD4+ ≥ 350 cells/µL) even after stratification by viral load suppression. HIV infection was significantly associated with a reduced abundance of Clostridium, Turicibacter, Ruminococcus, Parabacteroides, Bacteroides, Bifidobacterium, Treponema, Oscillospira, and Faecalibacterium and a higher abundance of Actinomyces, and Succinivibrio. Low infant birth weight (< 2500 g) was significantly associated with high abundances of the phylum Spirochaetes, the families Spirochaeteceae, Veillonellaceae, and the genus Treponema. CONCLUSION The results reported here show that the species richness and taxonomy composition of the gut microbiota is altered in HIV-infected pregnant women, possibly reflecting intestinal dysbiosis. Some of these taxa were also associated with low infant birth weight.
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Affiliation(s)
- Panashe Chandiwana
- grid.13001.330000 0004 0572 0760Immunology Unit, Department of Laboratory Diagnostic and Investigative Sciences, University of Zimbabwe Faculty of Medicine and Health Sciences, Harare, Zimbabwe
| | - Privilege Tendai Munjoma
- grid.13001.330000 0004 0572 0760Immunology Unit, Department of Laboratory Diagnostic and Investigative Sciences, University of Zimbabwe Faculty of Medicine and Health Sciences, Harare, Zimbabwe
| | - Arthur John Mazhandu
- grid.13001.330000 0004 0572 0760Immunology Unit, Department of Laboratory Diagnostic and Investigative Sciences, University of Zimbabwe Faculty of Medicine and Health Sciences, Harare, Zimbabwe
| | - Jiaqi Li
- grid.411656.10000 0004 0479 0855Department of Visceral Surgery and Medicine, Inselspital, Bern University Hospital, University of Bern, 3010 Bern, Switzerland ,grid.5734.50000 0001 0726 5157Department for Biomedical Research, Maurice Müller Laboratories, University of Bern, 3008 Bern, Switzerland ,grid.5734.50000 0001 0726 5157Graduate School for Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland
| | - Isabel Baertschi
- grid.411656.10000 0004 0479 0855Department of Visceral Surgery and Medicine, Inselspital, Bern University Hospital, University of Bern, 3010 Bern, Switzerland ,grid.5734.50000 0001 0726 5157Department for Biomedical Research, Maurice Müller Laboratories, University of Bern, 3008 Bern, Switzerland ,grid.5734.50000 0001 0726 5157Graduate School for Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland
| | - Jacqueline Wyss
- grid.411656.10000 0004 0479 0855Department of Visceral Surgery and Medicine, Inselspital, Bern University Hospital, University of Bern, 3010 Bern, Switzerland ,grid.5734.50000 0001 0726 5157Department for Biomedical Research, Maurice Müller Laboratories, University of Bern, 3008 Bern, Switzerland
| | - Sebastian Bruno Ulrich Jordi
- grid.411656.10000 0004 0479 0855Department of Visceral Surgery and Medicine, Inselspital, Bern University Hospital, University of Bern, 3010 Bern, Switzerland ,grid.5734.50000 0001 0726 5157Department for Biomedical Research, Maurice Müller Laboratories, University of Bern, 3008 Bern, Switzerland ,grid.5734.50000 0001 0726 5157Graduate School for Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland
| | - Lovemore Ronald Mazengera
- grid.13001.330000 0004 0572 0760Immunology Unit, Department of Laboratory Diagnostic and Investigative Sciences, University of Zimbabwe Faculty of Medicine and Health Sciences, Harare, Zimbabwe
| | - Bahtiyar Yilmaz
- grid.411656.10000 0004 0479 0855Department of Visceral Surgery and Medicine, Inselspital, Bern University Hospital, University of Bern, 3010 Bern, Switzerland ,grid.5734.50000 0001 0726 5157Department for Biomedical Research, Maurice Müller Laboratories, University of Bern, 3008 Bern, Switzerland
| | - Benjamin Misselwitz
- grid.411656.10000 0004 0479 0855Department of Visceral Surgery and Medicine, Inselspital, Bern University Hospital, University of Bern, 3010 Bern, Switzerland ,grid.5734.50000 0001 0726 5157Department for Biomedical Research, Maurice Müller Laboratories, University of Bern, 3008 Bern, Switzerland
| | - Kerina Duri
- grid.13001.330000 0004 0572 0760Immunology Unit, Department of Laboratory Diagnostic and Investigative Sciences, University of Zimbabwe Faculty of Medicine and Health Sciences, Harare, Zimbabwe
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20
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Zhang Y, Xie Z, Zhou J, Li Y, Ning C, Su Q, Ye L, Ai S, Lai J, Pan P, Liu N, Liao Y, Su Q, Li Z, Liang H, Cui P, Huang J. The altered metabolites contributed by dysbiosis of gut microbiota are associated with microbial translocation and immune activation during HIV infection. Front Immunol 2023; 13:1020822. [PMID: 36685491 PMCID: PMC9845923 DOI: 10.3389/fimmu.2022.1020822] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 11/28/2022] [Indexed: 01/05/2023] Open
Abstract
Background The immune activation caused by microbial translocation has been considered to be a major driver of HIV infection progression. The dysbiosis of gut microbiota has been demonstrated in HIV infection, but the interplay between gut microbiota and its metabolites in the pathogenesis of HIV is seldom reported. Methods We conducted a case-controlled study including 41 AIDS patients, 39 pre-AIDS patients and 34 healthy controls. Both AIDS group and pre-AIDS group were divided according to clinical manifestations and CD4 + T cell count. We collected stool samples for 16S rDNA sequencing and untargeted metabolomics analysis, and examined immune activation and microbial translocation for blood samples. Results The pre-AIDS and AIDS groups had higher levels of microbial translocation and immune activation. There were significant differences in gut microbiota and metabolites at different stages of HIV infection. Higher abundances of pathogenic bacteria or opportunistic pathogen, as well as lower abundances of butyrate-producing bacteria and bacteria with anti-inflammatory potential were associated with HIV severity. The metabolism of tryptophan was disordered after HIV infection. Lower level of anti-inflammatory metabolites and phosphonoacetate, and higher level of phenylethylamine and polyamines were observed in HIV infection. And microbial metabolic pathways related to altered metabolites differed. Moreover, disrupted metabolites contributed by altered microbiota were found to be correlated to microbial translocation and immune activation. Conclusions Metabolites caused by dysbiosis of gut microbiota and related metabolic function are correlated to immune activation and microbial translocation, suggesting that the effect of microbiota on metabolites is related to intestinal barrier disruption in HIV infection.
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Affiliation(s)
- Yu Zhang
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Nanning, China
- School of Public Health, Guangxi Medical University, Nanning, China
- The Tenth Affiliated Hospital of Guangxi Medical University, Qinzhou, China
| | - Zhiman Xie
- Department of Infectious Diseases, The Fourth People's Hospital of Nanning, Nanning, China
| | - Jie Zhou
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Nanning, China
- School of Public Health, Guangxi Medical University, Nanning, China
| | - Yanjun Li
- Department of Infectious Diseases, The Fourth People's Hospital of Nanning, Nanning, China
| | - Chuanyi Ning
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Nanning, China
| | - Qisi Su
- Department of Infectious Diseases, The Fourth People's Hospital of Nanning, Nanning, China
| | - Li Ye
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Nanning, China
- School of Public Health, Guangxi Medical University, Nanning, China
| | - Sufang Ai
- Department of Infectious Diseases, The Fourth People's Hospital of Nanning, Nanning, China
| | - Jingzhen Lai
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Nanning, China
- Life Science Institute, Guangxi Medical University, Nanning, China
| | - Peijiang Pan
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Nanning, China
- Life Science Institute, Guangxi Medical University, Nanning, China
| | - Ningmei Liu
- Department of Infectious Diseases, The Fourth People's Hospital of Nanning, Nanning, China
| | - Yanyan Liao
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Nanning, China
- Life Science Institute, Guangxi Medical University, Nanning, China
| | - Qijian Su
- The Tenth Affiliated Hospital of Guangxi Medical University, Qinzhou, China
| | - Zhuoxin Li
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Nanning, China
- School of Public Health, Guangxi Medical University, Nanning, China
| | - Hao Liang
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Nanning, China
- School of Public Health, Guangxi Medical University, Nanning, China
- Life Science Institute, Guangxi Medical University, Nanning, China
| | - Ping Cui
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Nanning, China
- Life Science Institute, Guangxi Medical University, Nanning, China
| | - Jiegang Huang
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Nanning, China
- School of Public Health, Guangxi Medical University, Nanning, China
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21
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Ling W, Lu J, Zhao N, Lulla A, Plantinga AM, Fu W, Zhang A, Liu H, Song H, Li Z, Chen J, Randolph TW, Koay WLA, White JR, Launer LJ, Fodor AA, Meyer KA, Wu MC. Batch effects removal for microbiome data via conditional quantile regression. Nat Commun 2022; 13:5418. [PMID: 36109499 PMCID: PMC9477887 DOI: 10.1038/s41467-022-33071-9] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Accepted: 08/29/2022] [Indexed: 11/10/2022] Open
Abstract
Batch effects in microbiome data arise from differential processing of specimens and can lead to spurious findings and obscure true signals. Strategies designed for genomic data to mitigate batch effects usually fail to address the zero-inflated and over-dispersed microbiome data. Most strategies tailored for microbiome data are restricted to association testing or specialized study designs, failing to allow other analytic goals or general designs. Here, we develop the Conditional Quantile Regression (ConQuR) approach to remove microbiome batch effects using a two-part quantile regression model. ConQuR is a comprehensive method that accommodates the complex distributions of microbial read counts by non-parametric modeling, and it generates batch-removed zero-inflated read counts that can be used in and benefit usual subsequent analyses. We apply ConQuR to simulated and real microbiome datasets and demonstrate its advantages in removing batch effects while preserving the signals of interest.
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Affiliation(s)
- Wodan Ling
- Public Health Sciences Division, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, 98109, Seattle, USA
| | - Jiuyao Lu
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St, 21205, Baltimore, USA
| | - Ni Zhao
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St, 21205, Baltimore, USA.
| | - Anju Lulla
- Nutrition Research Institute and Department of Nutrition, University of North Carolina, 500 Laureate Way, 28081, Kannapolis, USA
| | - Anna M Plantinga
- Department of Mathematics and Statistics, Williams College, 18 Hoxsey St, 01267, Williamstown, USA
| | - Weijia Fu
- Department of Biostatistics, School of Public Health, University of Washington, 1705 NE Pacific St, 98195, Seattle, USA
| | - Angela Zhang
- Public Health Sciences Division, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, 98109, Seattle, USA
- Department of Biostatistics, School of Public Health, University of Washington, 1705 NE Pacific St, 98195, Seattle, USA
| | - Hongjiao Liu
- Public Health Sciences Division, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, 98109, Seattle, USA
- Department of Biostatistics, School of Public Health, University of Washington, 1705 NE Pacific St, 98195, Seattle, USA
| | - Hoseung Song
- Public Health Sciences Division, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, 98109, Seattle, USA
| | - Zhigang Li
- Department of Biostatistics, College of Public Health & Health Professions, College of Medicine, University of Florida, 2004 Mowry Rd, 32611, Gainesville, USA
| | - Jun Chen
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, 200 First St SW, 55905, Rochester, USA
| | - Timothy W Randolph
- Public Health Sciences Division, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, 98109, Seattle, USA
| | - Wei Li A Koay
- Children's National Hospital, 111 Michigan Ave NW, 20010, Washington DC, USA
- Department of Pediatrics, George Washington University, Ross Hall 2300 Eye St NW, 20037, Washington DC, USA
| | - James R White
- Resphera Biosciences, 1529 Lancaster St, 21231, Baltimore, USA
| | - Lenore J Launer
- Laboratory of Epidemiology and Population Science, NIA, NIH, 7201 Wisconsin Ave, 20814, Bethesda, USA
| | - Anthony A Fodor
- Department of Bioinformatics and Genomics, University of North Carolina at Charlotte, 9201 University City Blvd, 28223, Charlotte, USA
| | - Katie A Meyer
- Nutrition Research Institute and Department of Nutrition, University of North Carolina, 500 Laureate Way, 28081, Kannapolis, USA
| | - Michael C Wu
- Public Health Sciences Division, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, 98109, Seattle, USA.
- Department of Biostatistics, School of Public Health, University of Washington, 1705 NE Pacific St, 98195, Seattle, USA.
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22
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Wang Z, Peters BA, Usyk M, Xing J, Hanna DB, Wang T, Post WS, Landay AL, Hodis HN, Weber K, French A, Golub ET, Lazar J, Gustafson D, Kassaye S, Aouizerat B, Haberlen S, Malvestutto C, Budoff M, Wolinsky SM, Sharma A, Anastos K, Clish CB, Kaplan RC, Burk RD, Qi Q. Gut Microbiota, Plasma Metabolomic Profiles, and Carotid Artery Atherosclerosis in HIV Infection. Arterioscler Thromb Vasc Biol 2022; 42:1081-1093. [PMID: 35678187 PMCID: PMC9339474 DOI: 10.1161/atvbaha.121.317276] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Alterations in gut microbiota and blood metabolomic profiles have been implicated in HIV infection and cardiovascular disease. However, it remains unclear whether alterations in gut microbiota may contribute to disrupted host blood metabolomic profiles in relation to atherosclerosis, especially in the context of HIV infection. METHODS We analyzed cross-sectional associations between gut microbiota features and carotid artery plaque in 361 women with or at high risk of HIV (67% HIV+), and further integrated plaque-associated microbial features with plasma lipidomic/metabolomic profiles. Furthermore, in 737 women and men, we examined prospective associations of baseline gut bacteria-associated lipidomic and metabolomic profiles with incident carotid artery plaque over 7-year follow-up. RESULTS We found 2 potentially pathogenic bacteria, Fusobacterium and Proteus, were associated with carotid artery plaque; while the beneficial butyrate producer Odoribacter was inversely associated with plaque. Fusobacterium and Proteus were associated with multiple lipids/metabolites which were clustered into 8 modules in network. A module comprised of 9 lysophosphatidylcholines and lysophosphatidylethanolamines and a module comprised of 9 diglycerides were associated with increased risk of carotid artery plaque (risk ratio [95% CI], 1.34 [1.09-1.64] and 1.24 [1.02-1.51] per SD increment, respectively). Functional analyses identified bacterial enzymes in lipid metabolism associated with these plasma lipids. In particular, phospholipase A1 and A2 are the key enzymes in the reactions producing lysophosphatidylcholines and lysophosphatidylethanolamines. CONCLUSIONS Among individuals with or at high risk of HIV infection, we identified altered gut microbiota and related functional capacities in the lipid metabolism associated with disrupted plasma lipidomic profiles and carotid artery atherosclerosis.
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Affiliation(s)
- Zheng Wang
- Department of Epidemiology and Population Health (Z.W., B.A.P., J.X., D.B.H., T.W., K.A., R.C.K., R.D.B., Q.Q.), Albert Einstein College of Medicine, Bronx, New York
| | - Brandilyn A Peters
- Department of Epidemiology and Population Health (Z.W., B.A.P., J.X., D.B.H., T.W., K.A., R.C.K., R.D.B., Q.Q.), Albert Einstein College of Medicine, Bronx, New York
| | - Mykhaylo Usyk
- Department of Pediatrics (M.U., R.D.B.), Albert Einstein College of Medicine, Bronx, New York
| | - Jiaqian Xing
- Department of Epidemiology and Population Health (Z.W., B.A.P., J.X., D.B.H., T.W., K.A., R.C.K., R.D.B., Q.Q.), Albert Einstein College of Medicine, Bronx, New York
| | - David B Hanna
- Department of Epidemiology and Population Health (Z.W., B.A.P., J.X., D.B.H., T.W., K.A., R.C.K., R.D.B., Q.Q.), Albert Einstein College of Medicine, Bronx, New York
| | - Tao Wang
- Department of Epidemiology and Population Health (Z.W., B.A.P., J.X., D.B.H., T.W., K.A., R.C.K., R.D.B., Q.Q.), Albert Einstein College of Medicine, Bronx, New York
| | - Wendy S Post
- Department of Medicine, Johns Hopkins University, Baltimore, MD (W.S.P.)
| | - Alan L Landay
- Department of Internal Medicine, Rush University Medical Center, Chicago, IL (A.L.L)
| | - Howard N Hodis
- Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles (H.N.H.)
| | | | - Audrey French
- Department of Internal Medicine, John H. Stroger Jr Hospital of Cook County, Chicago, IL (A.F.)
| | - Elizabeth T Golub
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (E.T.G., S.H.)
| | - Jason Lazar
- Department of Medicine (J.L.), State University of New York Downstate Medical Center, Brooklyn
| | - Deborah Gustafson
- Department of Neurology (D.G.), State University of New York Downstate Medical Center, Brooklyn
| | - Seble Kassaye
- Department of Medicine, Georgetown University, Washington DC (S.K.)
| | | | - Sabina Haberlen
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (E.T.G., S.H.)
| | | | - Matthew Budoff
- David Geffen School of Medicine, University of California, Los Angeles (M.B.)
| | - Steven M Wolinsky
- Department of Medicine, Feinberg School of Medicine, Northwestern University Chicago, IL (S.M.W.)
| | - Anjali Sharma
- Department of Medicine (A.S., K.A.), Albert Einstein College of Medicine, Bronx, New York
| | - Kathryn Anastos
- Department of Epidemiology and Population Health (Z.W., B.A.P., J.X., D.B.H., T.W., K.A., R.C.K., R.D.B., Q.Q.), Albert Einstein College of Medicine, Bronx, New York.,Department of Medicine (A.S., K.A.), Albert Einstein College of Medicine, Bronx, New York
| | - Clary B Clish
- Broad Institute of MIT and Harvard, Cambridge, MA (C.B.C.)
| | - Robert C Kaplan
- Department of Epidemiology and Population Health (Z.W., B.A.P., J.X., D.B.H., T.W., K.A., R.C.K., R.D.B., Q.Q.), Albert Einstein College of Medicine, Bronx, New York.,Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA (R.C.K.)
| | - Robert D Burk
- Department of Epidemiology and Population Health (Z.W., B.A.P., J.X., D.B.H., T.W., K.A., R.C.K., R.D.B., Q.Q.), Albert Einstein College of Medicine, Bronx, New York.,Department of Pediatrics (M.U., R.D.B.), Albert Einstein College of Medicine, Bronx, New York.,Department of Microbiology & Immunology (R.D.B.), Albert Einstein College of Medicine, Bronx, New York
| | - Qibin Qi
- Department of Epidemiology and Population Health (Z.W., B.A.P., J.X., D.B.H., T.W., K.A., R.C.K., R.D.B., Q.Q.), Albert Einstein College of Medicine, Bronx, New York.,Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA (Q.Q.)
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23
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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.
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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
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24
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Vicente BM, Neto JV, Quaresma MVLDS, Vasconcelos JS, Espíndola Bauchiunas R, Dos Santos ECM, Picone CM, Ibrahim KY, Avelino-Silva VI, de Melo CM, Segurado AC, Lima Ribeiro SM. Covid-19 Social Distancing, Lifestyle and Health Outcomes Among Persons Living with HIV (PLWH): A Web-based Survey. AIDS Behav 2022; 26:4144-4155. [PMID: 35699860 PMCID: PMC9194884 DOI: 10.1007/s10461-022-03740-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/26/2022] [Indexed: 11/24/2022]
Abstract
We investigated changes in lifestyle, depressive symptoms, self-perception of health, and body weight changes of persons living with HIV (PLWH) during the COVID-19 social distancing (SD). In a Web-based cross-sectional survey, participants (n = 406) were questioned about lifestyle and health status before and during SD. Most responders were men, 50 + years old, high education level; 49.8% had their income reduced during SD. About 9% were diagnosed with COVID-19, of whom 13.5% required hospitalization. During SD: - most participants did not change their food intake, although 25% replaced healthy foods with unhealthy ones; -more than half mentioned poor sleep quality; -about 50% increased their sedentary behavior. Depressive symptoms (reported by 70.9%) were associated with sedentary behavior, poor sleep quality, and reduced income. About one-third had a negative perception of their health status, which was inversely associated with practicing physical exercises and positively associated with sedentarism and poor sleep quality. More than half increased their body weight, which was associated with a lower intake of vegetables. The older age reduced the odds of the three outcomes. Carefully monitoring PLWH regarding SD will enable early interventions toward health.
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Affiliation(s)
- Beatriz M Vicente
- Department of Nutrition, School of Public Health, University of São Paulo, Av Dr Arnaldo, 715- São Paulo, CEP 01246-904, São Paulo, Brazil
| | - João Valentini Neto
- Department of Nutrition, School of Public Health, University of São Paulo, Av Dr Arnaldo, 715- São Paulo, CEP 01246-904, São Paulo, Brazil
| | | | - Janaína Santos Vasconcelos
- Department of Nutrition, School of Public Health, University of São Paulo, Av Dr Arnaldo, 715- São Paulo, CEP 01246-904, São Paulo, Brazil
| | - Roseli Espíndola Bauchiunas
- Department of Nutrition, School of Public Health, University of São Paulo, Av Dr Arnaldo, 715- São Paulo, CEP 01246-904, São Paulo, Brazil
| | - Elisabete C M Dos Santos
- Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Camila M Picone
- Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Karim Y Ibrahim
- Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Vivian I Avelino-Silva
- Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Camila M de Melo
- Department of Nutrition, Federal University of Lavras, Lavras, Minas Gerais, Brazil
| | - Aluísio C Segurado
- Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Sandra Maria Lima Ribeiro
- Department of Nutrition, School of Public Health, University of São Paulo, Av Dr Arnaldo, 715- São Paulo, CEP 01246-904, São Paulo, Brazil. .,School of Arts, Sciences and Humanities, University of São Paulo, São Paulo, Brazil.
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25
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Xu Y, Jing H, Wang J, Zhang S, Chang Q, Li Z, Wu X, Zhang Z. Disordered Gut Microbiota Correlates With Altered Fecal Bile Acid Metabolism and Post-cholecystectomy Diarrhea. Front Microbiol 2022; 13:800604. [PMID: 35250923 PMCID: PMC8894761 DOI: 10.3389/fmicb.2022.800604] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 01/17/2022] [Indexed: 12/12/2022] Open
Abstract
Post-cholecystectomy diarrhea (PCD) is a common complication of gallbladder removal, and gut microbiota changes have been determined in PCD patients. Bile acid diarrhea (BAD) is supposed to be the main pathogenic factor for PCD due to the disrupted fecal bile acid metabolism in diarrheal patients. However, the profiling of bile acid metabolite alteration in PCD is unclear and whether changed gut microbiota and fecal bile acid metabolism are correlated is also underdetermined. The fecal bile acid metabolites from fecal samples were profiled by targeted UPLC/MS (ultra-high-performance liquid chromatography coupled with a triple-quadrupole mass spectrometer) and the composition of fecal bile acid metabolites in PCD patients was demonstrated to be distinct from those in Non-PCD and HC groups. In addition, the quantification of bile acid excretion in feces of diarrheal patients was significantly elevated. Furthermore, 16S rRNA sequencing results revealed that PCD patients had the lowest operational taxonomic units (OTU) and significant reduction in microbial richness and evenness. Bacterial composition was remarkably shifted in PCD patients, which mainly lay in dominated phyla Firmicutes and Bacteroidota. Besides, the co-abundance network among genus bacteria declined in PCD. Among the genera, Prevotella, Enterococcus, and Erysipelotrichaceae_UCG-003 were enriched, but Alistipes, Bacteroides, Ruminococcus, and Phascolarctobacterium were reduced. Moreover, these disease-linked genera were closely associated with several diarrheal phenotypes. Notably, changed bile acid metabolites exhibited strong correlations with gut microbiota as well. Conclusively, this study reveals associations between PCD-linked microbes and bile acid metabolites, which may synergistically correlate to postoperative diarrhea.
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Affiliation(s)
- Yayun Xu
- Department of Hepatopancreatobiliary Surgery, Minhang Hospital, Fudan University, Shanghai, China
- Institute of Fudan-Minhang Academic Health System, Minhang Hospital, Fudan University, Shanghai, China
| | - Hui Jing
- Department of Hepatopancreatobiliary Surgery, Minhang Hospital, Fudan University, Shanghai, China
- Institute of Fudan-Minhang Academic Health System, Minhang Hospital, Fudan University, Shanghai, China
| | - Jianfa Wang
- Department of Hepatopancreatobiliary Surgery, Minhang Hospital, Fudan University, Shanghai, China
- Center for Traditional Chinese Medicine and Gut Microbiota, Minhang Hospital, Fudan University, Shanghai, China
| | - Shilong Zhang
- Department of Medical Oncology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Qimeng Chang
- Department of Hepatopancreatobiliary Surgery, Minhang Hospital, Fudan University, Shanghai, China
- Center for Traditional Chinese Medicine and Gut Microbiota, Minhang Hospital, Fudan University, Shanghai, China
| | - Zhanming Li
- Center for Traditional Chinese Medicine and Gut Microbiota, Minhang Hospital, Fudan University, Shanghai, China
- Institute of Fudan-Minhang Academic Health System, Minhang Hospital, Fudan University, Shanghai, China
| | - Xubo Wu
- Department of Hepatopancreatobiliary Surgery, Minhang Hospital, Fudan University, Shanghai, China
- Center for Traditional Chinese Medicine and Gut Microbiota, Minhang Hospital, Fudan University, Shanghai, China
- *Correspondence: Xubo Wu,
| | - Ziping Zhang
- Department of Hepatopancreatobiliary Surgery, Minhang Hospital, Fudan University, Shanghai, China
- Center for Traditional Chinese Medicine and Gut Microbiota, Minhang Hospital, Fudan University, Shanghai, China
- Ziping Zhang,
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26
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Liu Y, Zhang H, Tang X, Jiang X, Yan X, Liu X, Gong J, Mew K, Sun H, Chen X, Zou Z, Chen C, Qiu J. Distinct Metagenomic Signatures in the SARS-CoV-2 Infection. Front Cell Infect Microbiol 2021; 11:706970. [PMID: 34926314 PMCID: PMC8674698 DOI: 10.3389/fcimb.2021.706970] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Accepted: 09/30/2021] [Indexed: 12/15/2022] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection can cause gastrointestinal symptoms in the patients, but the role of gut microbiota in SARS-CoV-2 infection remains unclear. Thus, in this study, we aim to investigate whether SARS-CoV-2 infection affects the composition and function of gut microbiota. In this study, we demonstrated for the first time that significant shifts in microbiome composition and function were appeared in both SARS-CoV-2-infected asymptomatic and symptomatic cases. The relative abundance of Candidatus_Saccharibacteria was significantly increased, whereas the levels of Fibrobacteres was remarkably reduced in SARS-CoV-2-infected cases. There was one bacterial species, Spirochaetes displayed the difference between patients and asymptomatic cases. On the genus level, Tyzzerella was the key species that remarkably increased in both symptomatic and asymptomatic cases. Analyses of genome annotations further revealed SARS-CoV-2 infection resulted in the significant 'functional dysbiosis' of gut microbiota, including metabolic pathway, regulatory pathway and biosynthesis of secondary metabolites etc. We also identified potential metagenomic markers to discriminate SARS-CoV-2-infected symptomatic and asymptomatic cases from healthy controls. These findings together suggest gut microbiota is of possible etiological and diagnostic importance for SARS-CoV-2 infection.
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Affiliation(s)
- Yijun Liu
- School of Public Health and Management, Chongqing Medical University, Chongqing, China
| | - Hongyang Zhang
- School of Public Health and Management, Chongqing Medical University, Chongqing, China
| | - Xiaojun Tang
- School of Public Health and Management, Chongqing Medical University, Chongqing, China
| | - Xuejun Jiang
- School of Public Health and Management, Chongqing Medical University, Chongqing, China
| | - Xiaojuan Yan
- Department of Nosocomial Infection, Chongqing Three Gorges Central Hospital, Chongqing, China
| | - Xizhao Liu
- Department of Nosocomial Infection, Chongqing Three Gorges Central Hospital, Chongqing, China
| | - Jiang Gong
- Department of Clinical Laboratory, People's Hospital of Wanzhou District, Chongqing, China
| | - Kenley Mew
- School of Foreign Languages, Chongqing Medical University, Chongqing, China
| | - Hao Sun
- Department of Gastrointestinal Surgery, Chongqing Cancer Hospital, Chongqing, China
| | - Xiufeng Chen
- Department of Gastrointestinal Surgery, Chongqing Cancer Hospital, Chongqing, China
| | - Zhen Zou
- Institute of Life Sciences, Chongqing Medical University, Chongqing, China
| | - Chengzhi Chen
- School of Public Health and Management, Chongqing Medical University, Chongqing, China
| | - Jingfu Qiu
- School of Public Health and Management, Chongqing Medical University, Chongqing, China
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27
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Park SY, Faraci G, Nanda S, Ter-Saakyan S, Love TMT, Mack WJ, Dubé MP, Lee HY. Gut microbiome in people living with HIV is associated with impaired thiamine and folate syntheses. Microb Pathog 2021; 160:105209. [PMID: 34563611 PMCID: PMC8530907 DOI: 10.1016/j.micpath.2021.105209] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 08/11/2021] [Accepted: 09/22/2021] [Indexed: 12/12/2022]
Abstract
People living with HIV have a high incidence of cardiovascular and neurological diseases as comorbid disorders that are commonly linked to inflammation. While microbial translocation can augment inflammation during HIV infection, functional microbiome shifts that may increase pro-inflammatory responses have not been fully characterized. In addition, defining HIV-induced microbiome changes has been complicated by high variability among individuals. Here we conducted functional annotation of previously-published 16S ribosomal RNA gene sequences of 305 HIV positive and 249 negative individuals, with adjustment for geographic region, sex, sexual behavior, and age. Metagenome profiles were inferred from these individuals' 16S data. HIV infection was associated with impaired microbial vitamin B synthesis; around half of the gene families in thiamine and folate biosynthesis pathways were significantly less abundant in the HIV positive group than the negative control. These results are consistent with the high prevalence of thiamine and folate deficiencies in HIV infections. These HIV-induced microbiota shifts have the potential to influence cardiovascular and neurocognitive diseases, given the documented associations between B-vitamin deficiencies, inflammation, and these diseases. We also observed that most essential amino acid biosynthesis pathways were downregulated in the microbiome of HIV-infected individuals. Microbial vitamin B and amino acid synthesis pathways were not significantly recovered by antiretroviral treatment when we compared 262 ART positive and 184 ART negative individuals. Our meta-analysis provides a new outlook for understanding vitamin B and amino acid deficiencies in HIV patients, suggesting that interventions for reversing HIV-induced microbiome shifts may aid in lessening the burdens of HIV comorbidities.
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Affiliation(s)
- Sung Yong Park
- Department of Molecular Microbiology and Immunology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Gina Faraci
- Department of Molecular Microbiology and Immunology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Sayan Nanda
- Department of Molecular Microbiology and Immunology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Sonia Ter-Saakyan
- Department of Molecular Microbiology and Immunology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Tanzy M T Love
- Department of Biostatistics and Computational Biology, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Wendy J Mack
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Michael P Dubé
- Department of Medicine and Division of Infectious Diseases, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Ha Youn Lee
- Department of Molecular Microbiology and Immunology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
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28
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The Interaction Between Viruses and Intestinal Microbiota: A Review. Curr Microbiol 2021; 78:3597-3608. [PMID: 34350485 PMCID: PMC8336530 DOI: 10.1007/s00284-021-02623-5] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 07/28/2021] [Indexed: 02/07/2023]
Abstract
As the main pathogen threatening human and animal health, viruses can affect the immunity and metabolism of bodies. There are innate microbial barriers in the digestive tract of the body to preserve the homeostasis of the animal body, which directly or indirectly influences the host defence against viral infection. Understanding the interaction between viruses and intestinal microbiota or probiotics is helpful to study the pathogenesis of diseases. Here, we review recent studies on the interaction mechanism between intestinal microbiota and viruses. The interaction can be divided into two aspects: inhibition of viral infection by microbiota and promotion of viral infection by microbiota. The treatment of viral infection by probiotics is summarized.
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29
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Bai X, Narayanan A, Nowak P, Ray S, Neogi U, Sönnerborg A. Whole-Genome Metagenomic Analysis of the Gut Microbiome in HIV-1-Infected Individuals on Antiretroviral Therapy. Front Microbiol 2021; 12:667718. [PMID: 34248876 PMCID: PMC8267369 DOI: 10.3389/fmicb.2021.667718] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Accepted: 05/31/2021] [Indexed: 01/14/2023] Open
Abstract
Gut microbiome plays a significant role in HIV-1 immunopathogenesis and HIV-1-associated complications. Previous studies have mostly been based on 16S rRNA gene sequencing, which is limited in taxonomic resolution at the genus level and inferred functionality. Herein, we performed a deep shotgun metagenomics study with the aim to obtain a more precise landscape of gut microbiome dysbiosis in HIV-1 infection. A reduced tendency of alpha diversity and significantly higher beta diversity were found in HIV-1-infected individuals on antiretroviral therapy (ART) compared to HIV-1-negative controls. Several species, such as Streptococcus anginosus, Actinomyces odontolyticus, and Rothia mucilaginosa, were significantly enriched in the HIV-1-ART group. Correlations were observed between the degree of immunodeficiency and gut microbiome in terms of microbiota composition and metabolic pathways. Furthermore, microbial shift in HIV-1-infected individuals was found to be associated with changes in microbial virulome and resistome. From the perspective of methodological evaluations, our study showed that different DNA extraction protocols significantly affect the genomic DNA quantity and quality. Moreover, whole metagenome sequencing depth affects critically the recovery of microbial genes, including virulome and resistome, while less than 5 million reads per sample is sufficient for taxonomy profiling in human fecal metagenomic samples. These findings advance our understanding of human gut microbiome and their potential associations with HIV-1 infection. The methodological assessment assists in future study design to accurately assess human gut microbiome.
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Affiliation(s)
- Xiangning Bai
- Division of Clinical Microbiology, Department of Laboratory Medicine, ANA Futura, Karolinska Institutet, Stockholm, Sweden.,Division of Infectious Diseases, Department of Medicine Huddinge, Karolinska Institutet, Stockholm, Sweden.,State Key Laboratory of Infectious Disease Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China.,Division of Laboratory Medicine, Oslo University Hospital, Oslo, Norway
| | - Aswathy Narayanan
- Division of Infectious Diseases, Department of Medicine Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Piotr Nowak
- Division of Infectious Diseases, Department of Medicine Huddinge, Karolinska Institutet, Stockholm, Sweden.,Department of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden.,The Laboratory for Molecular Infection Medicine Sweden MIMS, Umeå University, Umeå, Sweden
| | - Shilpa Ray
- Division of Clinical Microbiology, Department of Laboratory Medicine, ANA Futura, Karolinska Institutet, Stockholm, Sweden.,The Laboratory for Molecular Infection Medicine Sweden MIMS, Umeå University, Umeå, Sweden
| | - Ujjwal Neogi
- Division of Clinical Microbiology, Department of Laboratory Medicine, ANA Futura, Karolinska Institutet, Stockholm, Sweden
| | - Anders Sönnerborg
- Division of Clinical Microbiology, Department of Laboratory Medicine, ANA Futura, Karolinska Institutet, Stockholm, Sweden.,Division of Infectious Diseases, Department of Medicine Huddinge, Karolinska Institutet, Stockholm, Sweden.,Department of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden
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30
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Ray S, Narayanan A, Giske CG, Neogi U, Sönnerborg A, Nowak P. Altered Gut Microbiome under Antiretroviral Therapy: Impact of Efavirenz and Zidovudine. ACS Infect Dis 2021; 7:1104-1115. [PMID: 33346662 PMCID: PMC8154435 DOI: 10.1021/acsinfecdis.0c00536] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
![]()
Millions
of individuals currently living with HIV globally are
receiving antiretroviral therapy (ART) that suppresses viral replication
and improves host immune responses. The involvement of gut microbiome
during HIV infection has been studied, exposing correlation with immune
status and inflammation. However, the direct effect of ART on gut
commensals of HIV-infected individuals has been mostly overlooked
in microbiome studies. We used 16S rRNA sequencing (Illumina MiSeq)
for determining the microbiota composition of stool samples from 16
viremic patients before and one year after ART. We also tested the
direct effect of 15 antiretrovirals against four gut microbes, namely, Escherichia coli, Enterococcus faecalis, Bacteroides, and Prevotella to assess their in vitro antibacterial effect. 16S rRNA analysis of fecal samples showed
that effective ART for one year does not restore the microbiome diversity
in HIV-infected patients. A significant reduction in α-diversity
was observed in patients under non-nucleoside reverse transcriptase
inhibitors; (NNRTI; 2 NRTI+NNRTI; NRTIs are nucleoside reverse transcriptase
inhibitors) as compared to ritonavir-boosted protease inhibitors (PI/r;
2 NRTI+PI/r). Prevotella (P = 0.00001) showed a significantly decreased abundance in patients
after ART (n = 16). We also found the direct effect
of antivirals on gut microbes, where zidovudine (ZDV) and efavirenz
(EFV) showed in vitro antimicrobial activity against Bacteroides fragilis and Prevotella. EFV also inhibited the growth of E. faecalis. Therefore, we observed that ART does not reverse the HIV-induced
gut microbiome dysbiosis and might aggravate those microbiota alterations
due to the antibacterial effect of certain antiretrovirals (like EFV,
ZDV). Our results imply that restructuring the microbiota could be
a potential therapeutic target in HIV-1 patients under ART.
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Affiliation(s)
- Shilpa Ray
- Department of Laboratory Medicine, Division of Clinical Microbiology, ANA Futura, Karolinska Institutet, Stockholm 141 52 Sweden
- The Laboratory for Molecular Infection Medicine Sweden MIMS, Umeå University, Umeå 901 87, Sweden
| | - Aswathy Narayanan
- Department of Laboratory Medicine, Division of Clinical Microbiology, ANA Futura, Karolinska Institutet, Stockholm 141 52 Sweden
| | - Christian G. Giske
- Department of Laboratory Medicine, Division of Clinical Microbiology, ANA Futura, Karolinska Institutet, Stockholm 141 52 Sweden
- Department of Clinical Microbiology, Karolinska University Hospital, Solna, Stockholm 171 76,Sweden
| | - Ujjwal Neogi
- Department of Laboratory Medicine, Division of Clinical Microbiology, ANA Futura, Karolinska Institutet, Stockholm 141 52 Sweden
| | - Anders Sönnerborg
- Department of Laboratory Medicine, Division of Clinical Microbiology, ANA Futura, Karolinska Institutet, Stockholm 141 52 Sweden
- Department of Medicine Huddinge, Division of Infectious Diseases, Karolinska University Hospital, Huddinge, Stockholm 141 86, Sweden
| | - Piotr Nowak
- Department of Laboratory Medicine, Division of Clinical Microbiology, ANA Futura, Karolinska Institutet, Stockholm 141 52 Sweden
- The Laboratory for Molecular Infection Medicine Sweden MIMS, Umeå University, Umeå 901 87, Sweden
- Department of Medicine Huddinge, Division of Infectious Diseases, Karolinska University Hospital, Huddinge, Stockholm 141 86, Sweden
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31
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Wang Z, Usyk M, Sollecito CC, Qiu Y, Williams-Nguyen J, Hua S, Gradissimo A, Wang T, Xue X, Kurland IJ, Ley K, Landay AL, Anastos K, Knight R, Kaplan RC, Burk RD, Qi Q. Altered Gut Microbiota and Host Metabolite Profiles in Women With Human Immunodeficiency Virus. Clin Infect Dis 2020; 71:2345-2353. [PMID: 31748797 PMCID: PMC7713676 DOI: 10.1093/cid/ciz1117] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Accepted: 11/20/2019] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Alterations in gut microbiota (GMB) and host metabolites have been noted in individuals with HIV. However, it remains unclear whether alterations in GMB and related functional groups contribute to disrupted host metabolite profiles in these individuals. METHODS This study included 185 women (128 with longstanding HIV infection, 88% under antiretroviral therapy; and 57 women without HIV from the same geographic location with comparable characteristics). Stool samples were analyzed by 16S rRNA V4 region sequencing, and GMB function was inferred by PICRUSt. Plasma metabolomic profiling was performed using liquid chromatography-tandem mass spectrometry, and 133 metabolites (amino acids, biogenic amines, acylcarnitines, and lipids) were analyzed. RESULTS Four predominant bacterial genera were identified as associated with HIV infection, with higher abundances of Ruminococcus and Oscillospira and lower abundances of Bifidobacterium and Collinsella in women with HIV than in those without. Women with HIV showed a distinct plasma metabolite profile, which featured elevated glycerophospholipid levels compared with those without HIV. Functional analyses also indicated that GMB lipid metabolism was enriched in women with HIV. Ruminococcus and Oscillospira were among the top bacterial genera contributing to the GMB glycerophospholipid metabolism pathway and showed positive correlations with host plasma glycerophospholipid levels. One bacterial functional capacity in the acetate and propionate biosynthesis pathway was identified to be mainly contributed by Bifidobacterium; this functional capacity was lower in women with HIV than in women without HIV. CONCLUSIONS Our integrative analyses identified altered GMB with related functional capacities that might be associated with disrupted plasma metabolite profiles in women with HIV.
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Affiliation(s)
- Zheng Wang
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Mykhaylo Usyk
- Department of Pediatrics, Albert Einstein College of Medicine, Bronx, New York, USA
| | | | - Yunping Qiu
- Department of Medicine, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Jessica Williams-Nguyen
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Simin Hua
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Ana Gradissimo
- Department of Pediatrics, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Tao Wang
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Xiaonan Xue
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Irwin J Kurland
- Department of Medicine, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Klaus Ley
- Division of Inflammation Biology, La Jolla Institute for Immunology, La Jolla, California, USA
- Department of Bioengineering, University of California, San Diego, La Jolla, California, USA
| | - Alan L Landay
- Department of Internal Medicine, Rush Medical College, Chicago, Illinois, USA
| | - Kathryn Anastos
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, USA
- Department of Medicine, Albert Einstein College of Medicine, Bronx, New York, USA
- Department of Obstetrics and Gynecology and Women’s Health, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Rob Knight
- Department of Bioengineering, University of California, San Diego, La Jolla, California, USA
- Department of Pediatrics, University of California, San Diego, La Jolla, California, USA
- Center for Microbiome Innovation, University of California, San Diego, La Jolla, California, USA
- Department of Computer Science and Engineering, University of California, San Diego, La Jolla, California, USA
| | - Robert C Kaplan
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, USA
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Robert D Burk
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, USA
- Department of Pediatrics, Albert Einstein College of Medicine, Bronx, New York, USA
- Department of Obstetrics and Gynecology and Women’s Health, Albert Einstein College of Medicine, Bronx, New York, USA
- Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Qibin Qi
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, USA
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32
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Dysfunctional Immunometabolism in HIV Infection: Contributing Factors and Implications for Age-Related Comorbid Diseases. Curr HIV/AIDS Rep 2020; 17:125-137. [PMID: 32140979 DOI: 10.1007/s11904-020-00484-4] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
PURPOSE OF REVIEW An increasing body of evidence indicates that persons living with HIV (PLWH) display dysfunctional immunometabolism. Here, we provide an updated review of this topic and its relationship to HIV-associated immune stimuli and age-related disease. RECENT FINDINGS HIV infection alters immunometabolism by increasing reliance on aerobic glycolysis for energy and productive infection and repurposing oxidative phosphorylation machinery for immune cell proliferation and survival. Recent studies in PLWH with diabetes mellitus or cardiovascular disease have identified an association with elevated T cell and monocyte glucose metabolism, respectively. Immunometabolic dysfunction has also been observed in PLWH in frailty and additional studies suggest a role for immunometabolism in non-AIDS defining cancers and neurocognitive disease. There is a plethora of HIV-associated immune stimuli that could drive immunometabolic dysfunction and age-related disease in PLWH, but studies directly examining their relationship are lacking. Immunometabolic dysfunction is characteristic of HIV infection and is a potential link between HIV-associated stimuli and age-related comorbidities.
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33
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Fidel PL, Moyes D, Samaranayake L, Hagensee ME. Interplay between oral immunity in HIV and the microbiome. Oral Dis 2020; 26 Suppl 1:59-68. [PMID: 32862522 DOI: 10.1111/odi.13515] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
This Basic Science Workshop addressed the oral microbiome. At the 7th World Workshop on Oral Health & Disease in HIV/AIDS in India in 2014, some aspects of the human microbiome were discussed, and research questions formulated. Since that time, there have been major advances in technology, which have stimulated a number of publications on many aspects of the human microbiome, including the oral cavity. This workshop aimed to summarize current understanding of the "normal" microbiome of the oral cavity compared to that during HIV infection, and how oral immune factors and other clinical variables alter or control the oral microbiome. An important question is whether successful treatment with anti-retroviral therapy, which leads to a significant drop in viral loads and immune reconstitution, is associated with any change or recovery of the oral microbiome. Additionally, the workshop addressed the issue of which parameters are most appropriate/correct to evaluate the oral microbiome and how clinically relevant are shifts/changes in the oral microbiome. The workshop evaluated current knowledge in five research areas related to five basic questions and identified further topics where further research is required.
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Affiliation(s)
- Paul L Fidel
- LSU Health School of Dentistry, New Orleans, LA, USA
| | - David Moyes
- Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral and Craniofacial Sciences, King's College London, London, UK
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34
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Tamalet C, Devaux C, Dubourg G, Colson P. Resistance to human immunodeficiency virus infection: a rare but neglected state. Ann N Y Acad Sci 2020; 1485:22-42. [PMID: 33009659 DOI: 10.1111/nyas.14452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 06/25/2020] [Accepted: 07/07/2020] [Indexed: 11/29/2022]
Abstract
The natural history of human immunodeficiency virus (HIV) infection is well understood. In most individuals sexually exposed to HIV, the risk of becoming infected depends on the viral load and on sexual practices and gender. However, a low percentage of individuals who practice frequent unprotected sexual intercourse with HIV-infected partners remain uninfected. Although the systematic study of these individuals has made it possible to identify HIV resistance factors including protective genetic patterns, such epidemiological situations remain paradoxical and not fully understood. In vitro experiments have demonstrated that peripheral blood mononuclear cells (PBMCs) from HIV-free, unexposed blood donors are not equally susceptible to HIV infection; in addition, PBMCs from highly exposed seronegative individuals are generally resistant to infection by primary HIV clinical isolates. We review the literature on permissiveness of PBMCs from healthy blood donors and uninfected hyperexposed individuals to sustained infection and replication of HIV-1 in vitro. In addition, we focus on recent evidence indicating that the gut microbiota may either contribute to natural resistance to or delay replication of HIV infected individuals.
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Affiliation(s)
- Catherine Tamalet
- IHU Méditerranée Infection and Aix-Marseille University, Institut de Recherche pour le Développement (IRD), Assistance Publique-Hôpitaux de Marseille (AP-HM), Microbes Evolution Phylogeny and Infections (MEPHI), Marseille, France
| | - Christian Devaux
- IHU Méditerranée Infection and Aix-Marseille University, Institut de Recherche pour le Développement (IRD), Assistance Publique-Hôpitaux de Marseille (AP-HM), Microbes Evolution Phylogeny and Infections (MEPHI), Marseille, France
| | - Gregory Dubourg
- IHU Méditerranée Infection and Aix-Marseille University, Institut de Recherche pour le Développement (IRD), Assistance Publique-Hôpitaux de Marseille (AP-HM), Microbes Evolution Phylogeny and Infections (MEPHI), Marseille, France
| | - Philippe Colson
- IHU Méditerranée Infection and Aix-Marseille University, Institut de Recherche pour le Développement (IRD), Assistance Publique-Hôpitaux de Marseille (AP-HM), Microbes Evolution Phylogeny and Infections (MEPHI), Marseille, France
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35
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Zhou J, Zhang Y, Cui P, Luo L, Chen H, Liang B, Jiang J, Ning C, Tian L, Zhong X, Ye L, Liang H, Huang J. Gut Microbiome Changes Associated With HIV Infection and Sexual Orientation. Front Cell Infect Microbiol 2020; 10:434. [PMID: 33102244 PMCID: PMC7546801 DOI: 10.3389/fcimb.2020.00434] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Accepted: 07/15/2020] [Indexed: 12/20/2022] Open
Abstract
Background: Many studies have explored changes in the gut microbiome associated with HIV infection, but the consistent pattern of changes has not been clarified. Men who have sex with men (MSM) are very likely to be an independent influencing factor of the gut microbiome, but relevant research is still lacking. Methods: We conducted a meta-analysis by screening 12 published studies of 16S rRNA gene amplicon sequencing of gut microbiomes related to HIV/AIDS (six of these studies contain data that is relevant and available to MSM) from NCBI and EBI databases. The analysis of gut microbiomes related to HIV infection status and MSM status included 1,288 samples (HIV-positive (HIV+) individuals, n = 744; HIV-negative (HIV–) individuals, n = 544) and 632 samples (MSM, n = 328; non-MSM, n = 304), respectively. The alpha diversity indexes, beta diversity indexes, differentially enriched genera, differentially enriched species, and differentially enriched Kyoto Encyclopedia of Genes and Genomes (KEGG) functional pathways related to gut microbiomes were calculated. Finally, the overall trend of the above indicators was evaluated. Results: Our results indicate that HIV+ status is associated with decreased alpha diversity of the gut microbiome. MSM status is an important factor that affects the study of HIV-related gut microbiomes; that is, MSM are associated with alpha diversity changes in the gut microbiome regardless of HIV infection, and the changes in the gut microbiome composition of MSM are more significant than those of HIV+ individuals. A consistent change in Bacteroides caccae, Bacteroides ovatus, Bacteroides uniformis, and Prevotella stercorea was found in HIV+ individuals and MSM. The differential expression of the gut microbiome may be accompanied by changes in functional pathways of carbohydrate metabolism, amino acid metabolism, and lipid Metabolism. Conclusions: This study shows that the changes in the gut microbiome are related to HIV and MSM status. Importantly, MSM status may have a far greater impact on the gut microbiome than HIV status.
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Affiliation(s)
- Jie Zhou
- Guangxi Key Laboratory of AIDS Prevention and Treatment, Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Guangxi Medical University, Nanning, China.,School of Public Health, Guangxi Medical University, Nanning, China
| | - Yu Zhang
- Guangxi Key Laboratory of AIDS Prevention and Treatment, Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Guangxi Medical University, Nanning, China.,School of Public Health, Guangxi Medical University, Nanning, China
| | - Ping Cui
- Guangxi Key Laboratory of AIDS Prevention and Treatment, Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Guangxi Medical University, Nanning, China.,Guangxi Collaborative Innovation Center for Biomedicine, Life Science Institute, Guangxi Medical University, Nanning, China
| | - Lijia Luo
- Guangxi Key Laboratory of AIDS Prevention and Treatment, Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Guangxi Medical University, Nanning, China.,School of Public Health, Guangxi Medical University, Nanning, China
| | - Hui Chen
- Guangxi Key Laboratory of AIDS Prevention and Treatment, Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Guangxi Medical University, Nanning, China.,The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Bingyu Liang
- Guangxi Key Laboratory of AIDS Prevention and Treatment, Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Guangxi Medical University, Nanning, China.,School of Public Health, Guangxi Medical University, Nanning, China
| | - Junjun Jiang
- Guangxi Key Laboratory of AIDS Prevention and Treatment, Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Guangxi Medical University, Nanning, China.,School of Public Health, Guangxi Medical University, Nanning, China
| | - Chuanyi Ning
- Guangxi Key Laboratory of AIDS Prevention and Treatment, Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Guangxi Medical University, Nanning, China.,Guangxi Collaborative Innovation Center for Biomedicine, Life Science Institute, Guangxi Medical University, Nanning, China
| | - Li Tian
- Guangxi Key Laboratory of AIDS Prevention and Treatment, Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Guangxi Medical University, Nanning, China.,The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Xiaodan Zhong
- Guangxi Key Laboratory of AIDS Prevention and Treatment, Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Guangxi Medical University, Nanning, China.,The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Li Ye
- Guangxi Key Laboratory of AIDS Prevention and Treatment, Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Guangxi Medical University, Nanning, China.,School of Public Health, Guangxi Medical University, Nanning, China.,Guangxi Collaborative Innovation Center for Biomedicine, Life Science Institute, Guangxi Medical University, Nanning, China
| | - Hao Liang
- Guangxi Key Laboratory of AIDS Prevention and Treatment, Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Guangxi Medical University, Nanning, China.,School of Public Health, Guangxi Medical University, Nanning, China.,Guangxi Collaborative Innovation Center for Biomedicine, Life Science Institute, Guangxi Medical University, Nanning, China
| | - Jiegang Huang
- Guangxi Key Laboratory of AIDS Prevention and Treatment, Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, Guangxi Medical University, Nanning, China.,School of Public Health, Guangxi Medical University, Nanning, China
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36
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Isnard S, Lin J, Fombuena B, Ouyang J, Varin TV, Richard C, Marette A, Ramendra R, Planas D, Raymond Marchand L, Messaoudene M, Van der Ley CP, Kema IP, Sohail Ahmed D, Zhang Y, Finkelman M, Routy B, Angel J, Ancuta P, Routy JP. Repurposing Metformin in Nondiabetic People With HIV: Influence on Weight and Gut Microbiota. Open Forum Infect Dis 2020; 7:ofaa338. [PMID: 32964062 PMCID: PMC7489545 DOI: 10.1093/ofid/ofaa338] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Accepted: 08/03/2020] [Indexed: 12/13/2022] Open
Abstract
Background People with HIV (PWH) taking antiretroviral therapy (ART) may experience weight gain, dyslipidemia, increased risk of non-AIDS comorbidities, and long-term alteration of the gut microbiota. Both low CD4/CD8 ratio and chronic inflammation have been associated with changes in the gut microbiota of PWH. The antidiabetic drug metformin has been shown to improve gut microbiota composition while decreasing weight and inflammation in diabetes and polycystic ovary syndrome. Nevertheless, it remains unknown whether metformin may benefit PWH receiving ART, especially those with a low CD4/CD8 ratio. Methods In the Lilac pilot trial, we recruited 23 nondiabetic PWH receiving ART for more than 2 years with a low CD4/CD8 ratio (<0.7). Blood and stool samples were collected during study visits at baseline, after a 12-week metformin treatment, and 12 weeks after discontinuation. Microbiota composition was analyzed by 16S rDNA gene sequencing, and markers of inflammation were assessed in plasma. Results Metformin decreased weight in PWH, and weight loss was inversely correlated with plasma levels of the satiety factor GDF-15. Furthermore, metformin changed the gut microbiota composition by increasing the abundance of anti-inflammatory bacteria such as butyrate-producing species and the protective Akkermansia muciniphila. Conclusions Our study provides the first evidence that a 12-week metformin treatment decreased weight and favored anti-inflammatory bacteria abundance in the microbiota of nondiabetic ART-treated PWH. Larger randomized placebo-controlled clinical trials with longer metformin treatment will be needed to further investigate the role of metformin in reducing inflammation and the risk of non-AIDS comorbidities in ART-treated PWH.
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Affiliation(s)
- Stéphane Isnard
- Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, Montreal, Québec, Canada.,Chronic Viral Illness Service, McGill University Health Centre, Montreal, Québec, Canada.,CIHR Canadian HIV Trials Network, Vancouver, British Columbia, Canada
| | - John Lin
- Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, Montreal, Québec, Canada.,Chronic Viral Illness Service, McGill University Health Centre, Montreal, Québec, Canada
| | - Brandon Fombuena
- Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, Montreal, Québec, Canada.,Chronic Viral Illness Service, McGill University Health Centre, Montreal, Québec, Canada
| | - Jing Ouyang
- Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, Montreal, Québec, Canada.,Chronic Viral Illness Service, McGill University Health Centre, Montreal, Québec, Canada.,Chongqing Public Health Medical Center, Chongqing, China
| | - Thibault V Varin
- Institute of Nutrition and Functional Foods, Laval University, Québec City, Québec, Canada
| | - Corentin Richard
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montréal, Québec, Canada
| | - André Marette
- Institute of Nutrition and Functional Foods, Laval University, Québec City, Québec, Canada.,Department of Medicine, Faculty of Medicine, Cardiology Axis of the Québec Heart and Lung Institute, Laval University, Québec City, Québec, Canada
| | - Rayoun Ramendra
- Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, Montreal, Québec, Canada.,Chronic Viral Illness Service, McGill University Health Centre, Montreal, Québec, Canada.,Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Delphine Planas
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montréal, Québec, Canada.,Département de Microbiologie, Infectiologie et Immunologie, Faculté de Médecine, Université de Montréal, Montréal, Québec, Canada
| | | | - Meriem Messaoudene
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montréal, Québec, Canada
| | - Claude P Van der Ley
- Department of Laboratory Medicine, University Medical Center Groningen, University of Groningen, the Netherlands
| | - Ido P Kema
- Department of Laboratory Medicine, University Medical Center Groningen, University of Groningen, the Netherlands
| | - Darakhshan Sohail Ahmed
- Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, Montreal, Québec, Canada.,Chronic Viral Illness Service, McGill University Health Centre, Montreal, Québec, Canada
| | - Yonglong Zhang
- Associates of Cape Cod Inc., Falmouth, Massachusetts, USA
| | | | - Bertrand Routy
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montréal, Québec, Canada.,Division of Medicine, Department of Hemato-Oncology, University of Montreal Healthcare Center, Montreal, Quebec, Canada
| | - Jonathan Angel
- The Ottawa Hospital, University of Ottawa, Ottawa, Ontario, Canada
| | - Petronela Ancuta
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montréal, Québec, Canada.,Département de Microbiologie, Infectiologie et Immunologie, Faculté de Médecine, Université de Montréal, Montréal, Québec, Canada
| | - Jean-Pierre Routy
- Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, Montreal, Québec, Canada.,Chronic Viral Illness Service, McGill University Health Centre, Montreal, Québec, Canada.,Division of Hematology, McGill University Health Centre, Montreal, Québec, Canada
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37
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Bacterial taxa decoupling with ageing. Aging (Albany NY) 2020; 12:15878-15879. [PMID: 32860668 PMCID: PMC7485714 DOI: 10.18632/aging.104031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2020] [Accepted: 08/21/2020] [Indexed: 11/25/2022]
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38
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Piggott DA, Tuddenham S. The gut microbiome and frailty. Transl Res 2020; 221:23-43. [PMID: 32360945 PMCID: PMC8487348 DOI: 10.1016/j.trsl.2020.03.012] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2020] [Revised: 03/26/2020] [Accepted: 03/27/2020] [Indexed: 12/12/2022]
Abstract
The human microbiome is constituted by an extensive network of organisms that lie at the host/environment interface and transduce signals that play vital roles in human health and disease across the lifespan. Frailty is a critical aging-related syndrome marked by diminished physiological reserve and heightened vulnerability to stress, predictive of major adverse clinical outcomes including death. While recent studies suggest the microbiome may impact key pathways critical to frailty pathophysiology, direct evaluation of the microbiome-frailty relationship remains limited. In this article, we review the complex interplay of biological, behavioral, and environmental factors that may influence shifts in gut microbiome composition and function in aging populations and the putative implications of such shifts for progression to frailty. We discuss HIV infection as a key prototype for elucidating the complex pathways via which the microbiome may precipitate frailty. Finally, we review considerations for future research efforts.
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Affiliation(s)
- Damani A Piggott
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland; Department of Epidemiology, Johns Hopkins University School of Public Health, Baltimore, Maryland.
| | - Susan Tuddenham
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
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39
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Cassotta M, Forbes-Hernández TY, Calderón Iglesias R, Ruiz R, Elexpuru Zabaleta M, Giampieri F, Battino M. Links between Nutrition, Infectious Diseases, and Microbiota: Emerging Technologies and Opportunities for Human-Focused Research. Nutrients 2020; 12:E1827. [PMID: 32575399 PMCID: PMC7353391 DOI: 10.3390/nu12061827] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 06/11/2020] [Accepted: 06/15/2020] [Indexed: 02/06/2023] Open
Abstract
The interaction between nutrition and human infectious diseases has always been recognized. With the emergence of molecular tools and post-genomics, high-resolution sequencing technologies, the gut microbiota has been emerging as a key moderator in the complex interplay between nutrients, human body, and infections. Much of the host-microbial and nutrition research is currently based on animals or simplistic in vitro models. Although traditional in vivo and in vitro models have helped to develop mechanistic hypotheses and assess the causality of the host-microbiota interactions, they often fail to faithfully recapitulate the complexity of the human nutrient-microbiome axis in gastrointestinal homeostasis and infections. Over the last decade, remarkable progress in tissue engineering, stem cell biology, microfluidics, sequencing technologies, and computing power has taken place, which has produced a new generation of human-focused, relevant, and predictive tools. These tools, which include patient-derived organoids, organs-on-a-chip, computational analyses, and models, together with multi-omics readouts, represent novel and exciting equipment to advance the research into microbiota, infectious diseases, and nutrition from a human-biology-based perspective. After considering some limitations of the conventional in vivo and in vitro approaches, in this review, we present the main novel available and emerging tools that are suitable for designing human-oriented research.
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Affiliation(s)
- Manuela Cassotta
- Centre for Nutrition and Health, Universidad Europea del Atlántico (UEA), 39001 Santander, Spain; (M.C.); (R.C.I.); (R.R.)
| | - Tamara Yuliett Forbes-Hernández
- Department of Analytical and Food Chemistry, Nutrition and Food Science Group, CITACA, CACTI, University of Vigo, 36310 Vigo, Spain;
| | - Ruben Calderón Iglesias
- Centre for Nutrition and Health, Universidad Europea del Atlántico (UEA), 39001 Santander, Spain; (M.C.); (R.C.I.); (R.R.)
| | - Roberto Ruiz
- Centre for Nutrition and Health, Universidad Europea del Atlántico (UEA), 39001 Santander, Spain; (M.C.); (R.C.I.); (R.R.)
| | - Maria Elexpuru Zabaleta
- Dipartimento di Scienze Cliniche e Molecolari, Facoltà di Medicina, Università Politecnica delle Marche, 60131 Ancona, Italy;
| | - Francesca Giampieri
- Department of Analytical and Food Chemistry, Nutrition and Food Science Group, CITACA, CACTI, University of Vigo, 36310 Vigo, Spain;
- Department of Clinical Sciences, Faculty of Medicine, Polytechnic University of Marche, 60131 Ancona, Italy
- College of Food Science and Technology, Northwest University, Xi’an 710069, China
| | - Maurizio Battino
- Department of Analytical and Food Chemistry, Nutrition and Food Science Group, CITACA, CACTI, University of Vigo, 36310 Vigo, Spain;
- Department of Clinical Sciences, Faculty of Medicine, Polytechnic University of Marche, 60131 Ancona, Italy
- International Research Center for Food Nutrition and Safety, Jiangsu University, Zhenjiang 212013, China
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40
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Ouyang J, Isnard S, Lin J, Fombuena B, Marette A, Routy B, Chen Y, Routy JP. Metformin effect on gut microbiota: insights for HIV-related inflammation. AIDS Res Ther 2020; 17:10. [PMID: 32156291 PMCID: PMC7063824 DOI: 10.1186/s12981-020-00267-2] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Accepted: 02/24/2020] [Indexed: 12/25/2022] Open
Abstract
The gut microbiota is emerging as a prominent player in maintaining health through several metabolic and immune pathways. Dysregulation of gut microbiota composition, also known as dysbiosis, is involved in the clinical outcome of diabetes, inflammatory bowel diseases, cancer, aging and HIV infection. Gut dysbiosis and inflammation persist in people living with HIV (PLWH) despite receiving antiretroviral therapy, further contributing to non-AIDS comorbidities. Metformin, a widely used antidiabetic agent, has been found to benefit microbiota composition, promote gut barrier integrity and reduce inflammation in human and animal models of diabetes. Inspired by the effect of metformin on diabetes-related gut dysbiosis, we herein critically review the relevance of metformin to control inflammation in PLWH. Metformin may improve gut microbiota composition, in turn reducing inflammation and risk of non-AIDS comorbidities. This review will pave the way towards innovative strategies to counteract dysregulated microbiota and improve the lives of PLWH.
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Affiliation(s)
- Jing Ouyang
- Chongqing Public Health Medical Center, Baoyu Road 109, Shapingba District, Chongqing, China
- Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, 1001 Blvd Décarie, Montréal, QC, Canada
- Chronic Viral Illness Service, McGill University Health Centre, 1001 Blvd Décarie, Montréal, QC, Canada
| | - Stéphane Isnard
- Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, 1001 Blvd Décarie, Montréal, QC, Canada
- Chronic Viral Illness Service, McGill University Health Centre, 1001 Blvd Décarie, Montréal, QC, Canada
| | - John Lin
- Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, 1001 Blvd Décarie, Montréal, QC, Canada
- Chronic Viral Illness Service, McGill University Health Centre, 1001 Blvd Décarie, Montréal, QC, Canada
| | - Brandon Fombuena
- Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, 1001 Blvd Décarie, Montréal, QC, Canada
- Chronic Viral Illness Service, McGill University Health Centre, 1001 Blvd Décarie, Montréal, QC, Canada
- Department of Microbiology and Immunology, McGill University, 845 Sherbrooke Street West, Montréal, QC, Canada
| | - André Marette
- Department of Medicine, Faculty of Medicine, Cardiology Axis of the Québec Heart and Lung Institute, Laval University, 2325 Rue de l'Université, Laval, QC, Canada
- Institute of Nutrition and Functional Foods, Laval University, 2325 Rue de l'Université, Laval, QC, Canada
| | - Bertrand Routy
- Research Centre for the University of Montréal (CRCHUM), 900 St Denis St, Montréal, QC, Canada
- Hematology-Oncology Division, Department of Medicine, University of Montreal Healthcare Centre (CHUM), 1051 Rue Sanguinet, Montréal, QC, Canada
| | - Yaokai Chen
- Chongqing Public Health Medical Center, Baoyu Road 109, Shapingba District, Chongqing, China.
| | - Jean-Pierre Routy
- Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, 1001 Blvd Décarie, Montréal, QC, Canada.
- Chronic Viral Illness Service, McGill University Health Centre, 1001 Blvd Décarie, Montréal, QC, Canada.
- Division of Hematology, McGill University Health Centre, 1001 Blvd Décarie, Montréal, QC, Canada.
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41
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The Urinary Microbiome and Anticancer Immunotherapy: The Potentially Hidden Role of Unculturable Microbes. Target Oncol 2020; 14:247-252. [PMID: 31073691 DOI: 10.1007/s11523-019-00643-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Several urinary disorders, including overactive bladder, urinary incontinence, and interstitial cystitis, are often characterized by negative urine cultures. The application of metagenomics (i.e., 16S rRNA microbial profiling or whole-genome shotgun sequencing) to urine samples has enabled the identification of previously undetected bacteria, contributing to the discovery and characterization of the urinary microbiome. The most frequent species isolated are Lactobacillus (15%), Corynebacterium (14.2%), Streptococcus (11.9%), Actinomyces (6.9%), and Staphylococcus (6.9%). Although several studies are emerging in this context, the role of urinary microbiota in the pathogenesis of infections and in tumor carcinogenesis remains unclear. Furthermore, data on the activity of gut microbiota in modulating sensitivity to immune checkpoint inhibitors in advanced cancer patients suggest that the influence of urinary microbiota on tumor response to anticancer therapy should also be investigated. Moreover, its possible relationship with tumor mutational burden, which is in turn correlated with response to immunotherapy, should be the focus of future studies. Of note, the effect of antibiotics on this complex scenario seems to deserve careful consideration.
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Abstract
PURPOSE OF REVIEW Aging and HIV share features of intestinal damage and alterations in the communities of enteric bacteria, termed dysbiosis. The purpose of this review is to highlight the various features of the gut microbiome in aging and in people with HIV (PWH) and to discuss how aging and HIV converge to impact the gut microbiome. The term microbiome reflects the combined genetic material of micro-organisms present including bacteria, viruses, bacteriophages, and fungi. To date, the majority of studies investigating the impact of aging and HIV on the gut microbiome have focused on bacteria, and therefore, for the purposes of this review, the term 'microbiome' is used to reflect enteric bacterial communities. RECENT FINDINGS Aging is associated with alterations in the gut bacterial microbiome. Although changes vary by the age of the population, lifestyle (diet, physical activity) and geographic location, the age-associated dysbiosis is typically characterized by an increase in facultative anaerobes with inflammatory properties and a decrease in obligate anaerobes that play critical roles in maintaining intestinal homeostasis and in regulating host immunity. PWH also have dysbiotic gut microbiomes, many features of which reflect those observed in elderly persons. In one study, the age effect on the gut microbiome differed based on HIV serostatus in older adults. SUMMARY HIV and age may interact to shape the gut microbiome. Future studies should investigate relationships between the gut microbiome and age-associated comorbidities in older PWH populations. Identifying these links will provide new avenues for treatments and interventions to improve the healthspan and lifespan of older PWH.
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Abstract
Recent studies have raised interest in the possibility that dysbiosis of the gut microbiome (i.e., the communities of bacteria residing in the intestine) in HIV-infected patients could contribute to chronic immune activation, and, thus, to elevated mortality and increased risk of inflammation-related clinical diseases (e.g., stroke, cardiovascular disease, cancer, long-bone fractures, and renal dysfunction) found even in those on effective antiretroviral therapy. Yet, to date, a consistent pattern of HIV-associated dysbiosis has not been identified. What is becoming clear, however, is that status as a man who has sex with men (MSM) may profoundly impact the structure of the gut microbiota, and that this factor likely confounded many HIV-related intestinal microbiome studies. However, what factor associated with MSM status drives these gut microbiota-related changes is unclear, and what impact, if any, these changes may have on the health of MSM is unknown. In this review, we outline available data on changes in the structure of the gut microbiome in HIV, based on studies that controlled for MSM status. We then examine what is known regarding the gut microbiota in MSM, and consider possible implications for research and the health of this population. Lastly, we discuss knowledge gaps and needed future studies.
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Affiliation(s)
- Susan Tuddenham
- Division of Infectious Diseases, Johns Hopkins School of
Medicine, Baltimore, MD
| | - Wei Li Koay
- Department of Infectious Disease, Children’s
National Hospital, Washington, D.C.;,School of Medicine and Health Sciences, George Washington
University, Washington, D.C
| | - Cynthia Sears
- Division of Infectious Diseases, Johns Hopkins School of
Medicine, Baltimore, MD
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Yang L, Dunlap DG, Qin S, Fitch A, Li K, Koch CD, Nouraie M, DeSensi R, Ho KS, Martinson JJ, Methé B, Morris A. Alterations in Oral Microbiota in HIV Are Related to Decreased Pulmonary Function. Am J Respir Crit Care Med 2020; 201:445-457. [PMID: 31682463 PMCID: PMC7049920 DOI: 10.1164/rccm.201905-1016oc] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Accepted: 10/29/2019] [Indexed: 12/23/2022] Open
Abstract
Rationale: Mechanisms of HIV-associated chronic obstructive pulmonary disease (COPD) are poorly understood. The oral microbiome shapes the lung microbiome, and gut dysbiosis can affect lung diseases; however, relationships of the oral and gut microbiome to COPD in HIV have not been explored.Objectives: To examine alterations in the oral and gut microbiome associated with pulmonary disease in persons with HIV (PWH).Methods: Seventy-five PWH and 93 HIV-uninfected men from the MACS (Multicenter AIDS Cohort Study) performed pulmonary function testing. Sequencing of bacterial 16S ribosomal RNA in saliva and stool was performed. We used nonmetric multidimensional scaling, permutational multivariate ANOVA, and linear discriminant analysis to analyze communities by HIV and lung function.Measurements and Main Results: Oral microbiome composition differed by HIV and smoking status. Alterations of oral microbial communities were observed in PWH with abnormal lung function with increases in relative abundance of Veillonella, Streptococcus, and Lactobacillus. There were no significant associations between the oral microbiome and lung function in HIV-uninfected individuals. No associations with HIV status or lung function were seen with the gut microbiome.Conclusions: Alterations of oral microbiota in PWH were related to impaired pulmonary function and to systemic inflammation. These results suggest that the oral microbiome may serve as a biomarker of lung function in HIV and that its disruption may contribute to COPD pathogenesis.
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Affiliation(s)
- Libing Yang
- Division of Pulmonary, Allergy and Critical Care Medicine and
- Center for Medicine and the Microbiome, Department of Medicine
- School of Medicine, Tsinghua University, Beijing, China; and
| | | | - Shulin Qin
- Division of Pulmonary, Allergy and Critical Care Medicine and
- Center for Medicine and the Microbiome, Department of Medicine
| | - Adam Fitch
- Center for Medicine and the Microbiome, Department of Medicine
| | - Kelvin Li
- Center for Medicine and the Microbiome, Department of Medicine
| | - Carl D. Koch
- Division of Pulmonary, Allergy and Critical Care Medicine and
- Center for Medicine and the Microbiome, Department of Medicine
| | - Mehdi Nouraie
- Division of Pulmonary, Allergy and Critical Care Medicine and
| | - Rebecca DeSensi
- Division of Pulmonary, Allergy and Critical Care Medicine and
| | - Ken S. Ho
- Division of Infectious Disease, Department of Medicine, and
| | - Jeremy J. Martinson
- Infectious Diseases and Microbiology, University of Pittsburgh School of Public Health, Pittsburgh, Pennsylvania
| | - Barbara Methé
- Division of Pulmonary, Allergy and Critical Care Medicine and
- Center for Medicine and the Microbiome, Department of Medicine
| | - Alison Morris
- Division of Pulmonary, Allergy and Critical Care Medicine and
- Center for Medicine and the Microbiome, Department of Medicine
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
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Vázquez-Castellanos JF, Biclot A, Vrancken G, Huys GRB, Raes J. Design of synthetic microbial consortia for gut microbiota modulation. Curr Opin Pharmacol 2019; 49:52-59. [DOI: 10.1016/j.coph.2019.07.005] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Revised: 07/15/2019] [Accepted: 07/16/2019] [Indexed: 12/12/2022]
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Wang G, Huang S, Wang Y, Cai S, Yu H, Liu H, Zeng X, Zhang G, Qiao S. Bridging intestinal immunity and gut microbiota by metabolites. Cell Mol Life Sci 2019; 76:3917-3937. [PMID: 31250035 PMCID: PMC6785585 DOI: 10.1007/s00018-019-03190-6] [Citation(s) in RCA: 187] [Impact Index Per Article: 31.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 06/06/2019] [Accepted: 06/11/2019] [Indexed: 02/07/2023]
Abstract
The gastrointestinal tract is the site of nutrient digestion and absorption and is also colonized by diverse, highly mutualistic microbes. The intestinal microbiota has diverse effects on the development and function of the gut-specific immune system, and provides some protection from infectious pathogens. However, interactions between intestinal immunity and microorganisms are very complex, and recent studies have revealed that this intimate crosstalk may depend on the production and sensing abilities of multiple bioactive small molecule metabolites originating from direct produced by the gut microbiota or by the metabolism of dietary components. Here, we review the interplay between the host immune system and the microbiota, how commensal bacteria regulate the production of metabolites, and how these microbiota-derived products influence the function of several major innate and adaptive immune cells involved in modulating host immune homeostasis.
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Affiliation(s)
- Gang Wang
- State Key Laboratory of Animal Nutrition, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China
- Beijing Key Laboratory of Biological Feed Additive, China Agricultural University, Beijing, 100193, China
| | - Shuo Huang
- State Key Laboratory of Animal Nutrition, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China
- Beijing Key Laboratory of Biological Feed Additive, China Agricultural University, Beijing, 100193, China
| | - Yuming Wang
- State Key Laboratory of Animal Nutrition, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China
- Beijing Key Laboratory of Biological Feed Additive, China Agricultural University, Beijing, 100193, China
| | - Shuang Cai
- State Key Laboratory of Animal Nutrition, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China
- Beijing Key Laboratory of Biological Feed Additive, China Agricultural University, Beijing, 100193, China
| | - Haitao Yu
- State Key Laboratory of Animal Nutrition, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China
- Beijing Key Laboratory of Biological Feed Additive, China Agricultural University, Beijing, 100193, China
| | - Hongbing Liu
- State Key Laboratory of Animal Nutrition, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China
- Beijing Key Laboratory of Biological Feed Additive, China Agricultural University, Beijing, 100193, China
| | - Xiangfang Zeng
- State Key Laboratory of Animal Nutrition, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China
- Beijing Key Laboratory of Biological Feed Additive, China Agricultural University, Beijing, 100193, China
| | - Guolong Zhang
- Department of Animal Science, Oklahoma State University, Stillwater, OK, 74074, USA
| | - Shiyan Qiao
- State Key Laboratory of Animal Nutrition, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China.
- Beijing Key Laboratory of Biological Feed Additive, China Agricultural University, Beijing, 100193, China.
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47
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Ceccarelli G, Statzu M, Santinelli L, Pinacchio C, Bitossi C, Cavallari EN, Vullo V, Scagnolari C, d'Ettorre G. Challenges in the management of HIV infection: update on the role of probiotic supplementation as a possible complementary therapeutic strategy for cART treated people living with HIV/AIDS. Expert Opin Biol Ther 2019; 19:949-965. [PMID: 31260331 DOI: 10.1080/14712598.2019.1638907] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Introduction: Recent insights show that gut-mucosal immunity and intestinal microbiota play a key role in the pathogenesis of HIV infection. Alterations in the composition of intestinal flora (dysbiosis) could be associated with an impaired intestinal epithelium barrier activity and an impaired mucosal immunity function, significantly contributing to microbial translocation which is considered a major driver of chronic immune activation. Areas covered: This article provides an overview on the novel trends in probiotic therapy application. A particular emphasis is addressed to the importance of probiotics as a novel strategy to attenuate or prevent gastrointestinal involvement and to improve gut-mucosal immunity in HIV-infected subjects. Therefore, opportunities, limits and methodological criticalities of supplementation with probiotic therapy are considered and analyzed. Expert opinion: Use of probiotics is emerging as a novel strategy to manage dysbiosis and gut-mucosal impairment, to reduce immune activation and to limit a number of non-AIDS-related disorders. However, despite the growing use of probiotic therapy, mechanisms by which oral bacteria intake exhibits its effects are strain-related and disease-specific, hence clinicians need to take these two factors into consideration when suggesting probiotic supplementation to HIV-infected patients.
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Affiliation(s)
- Giancarlo Ceccarelli
- a Department of Public Health and Infectious Diseases, Sapienza University of Rome , Rome , Italy
| | - Maura Statzu
- b Laboratory of Virology, Department of Molecular Medicine, affiliated to Istituto Pasteur Italia - Cenci Bolognetti Foundation, Sapienza University of Rome , Rome , Italy
| | - Letizia Santinelli
- b Laboratory of Virology, Department of Molecular Medicine, affiliated to Istituto Pasteur Italia - Cenci Bolognetti Foundation, Sapienza University of Rome , Rome , Italy
| | - Claudia Pinacchio
- a Department of Public Health and Infectious Diseases, Sapienza University of Rome , Rome , Italy
| | - Camilla Bitossi
- b Laboratory of Virology, Department of Molecular Medicine, affiliated to Istituto Pasteur Italia - Cenci Bolognetti Foundation, Sapienza University of Rome , Rome , Italy
| | - Eugenio Nelson Cavallari
- a Department of Public Health and Infectious Diseases, Sapienza University of Rome , Rome , Italy
| | - Vincenzo Vullo
- a Department of Public Health and Infectious Diseases, Sapienza University of Rome , Rome , Italy
| | - Carolina Scagnolari
- b Laboratory of Virology, Department of Molecular Medicine, affiliated to Istituto Pasteur Italia - Cenci Bolognetti Foundation, Sapienza University of Rome , Rome , Italy
| | - GabrieIla d'Ettorre
- a Department of Public Health and Infectious Diseases, Sapienza University of Rome , Rome , Italy
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48
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Herrera S, Martínez-Sanz J, Serrano-Villar S. HIV, Cancer, and the Microbiota: Common Pathways Influencing Different Diseases. Front Immunol 2019; 10:1466. [PMID: 31316514 PMCID: PMC6610485 DOI: 10.3389/fimmu.2019.01466] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Accepted: 06/11/2019] [Indexed: 12/14/2022] Open
Abstract
HIV infection exerts profound and perhaps irreversible damage to the gut mucosal-associated lymphoid tissues, resulting in long-lasting changes in the signals required for the coordination of commensal colonization and in perturbations at the compositional and functional level of the gut microbiota. These abnormalities in gut microbial communities appear to affect clinical outcomes, including T-cell recovery, vaccine responses, HIV transmission, cardiovascular disease, and cancer pathogenesis. For example, the microbial signature associated with HIV infection has been shown to induce tryptophan catabolism, affect the butyrate synthesis pathway, impair anti-tumoral immunity and affect oxidative stress, which have also been linked to the pathogenesis of cancer. Furthermore, some of the taxa that are depleted in subjects with HIV have proved to modulate the anti-tumor efficacy of various chemotherapies and immunotherapeutic agents. The aim of this work is to provide a broad overview of recent advances in our knowledge of how HIV might affect the microbiota, with a focus on the pathways shared with cancer pathogenesis.
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Affiliation(s)
- Sabina Herrera
- Department of Infectious Diseases, Facultad de Medicina, Hospital Universitario Ramón y Cajal, Universidad de Alcalá (IRYCIS), Madrid, Spain
| | - Javier Martínez-Sanz
- Department of Infectious Diseases, Facultad de Medicina, Hospital Universitario Ramón y Cajal, Universidad de Alcalá (IRYCIS), Madrid, Spain
| | - Sergio Serrano-Villar
- Department of Infectious Diseases, Facultad de Medicina, Hospital Universitario Ramón y Cajal, Universidad de Alcalá (IRYCIS), Madrid, Spain
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49
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Wang Z, Qi Q. Gut microbial metabolites associated with HIV infection. Future Virol 2019; 14:335-347. [PMID: 31263508 PMCID: PMC6595475 DOI: 10.2217/fvl-2019-0002] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2019] [Accepted: 04/25/2019] [Indexed: 02/06/2023]
Abstract
HIV infection has been associated with alterations in gut microbiota and related microbial metabolite production. However, the mechanisms of how these functional microbial metabolites may affect HIV immunopathogenesis and comorbidities, such as cardiovascular disease and other metabolic diseases, remain largely unknown. Here we review the current understanding of gut microbiota and related metabolites in the context of HIV infection. We focus on several bacteria-produced metabolites, including tryptophan catabolites, short-chain fatty acids and trimethylamine-N-oxide (TMAO), and discuss their implications in HIV infection and comorbidities. We also prospect future studies using integrative multiomics approaches to better understand host-microbiota-metabolites interactions in HIV infection, and facilitate integrative medicine utilizing the microbiota in HIV infection.
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Affiliation(s)
- Zheng Wang
- Department of Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Qibin Qi
- Department of Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, NY 10461, USA
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50
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Zhang F, Yang J, Ji Y, Sun M, Shen J, Sun J, Wang J, Liu L, Shen Y, Zhang R, Chen J, Lu H. Gut Microbiota Dysbiosis Is Not Independently Associated With Neurocognitive Impairment in People Living With HIV. Front Microbiol 2019; 9:3352. [PMID: 30761121 PMCID: PMC6362426 DOI: 10.3389/fmicb.2018.03352] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Accepted: 12/31/2018] [Indexed: 12/24/2022] Open
Abstract
Gut microbiota dysbiosis, which has been linked to many neurological diseases, is common in HIV infection. However, its role in the pathogenesis of neurocognitive impairment is still not established. In this study, a total of 85 HIV infected subjects, naïve to antiretroviral therapy, were classified into two groups—those with HIV-associated neurological diseases (HAND) and those without, using the Montreal Cognitive Assessment (MoCA) test. Fecal samples were collected from all subjects and microbiota were analyzed by 16S rRNA amplicon sequencing. Subjects with HAND were older (P < 0.001), with lower levels of education (P = 0.002), lower CD4 T-cell counts (P = 0.032), and greater heterosexual preference (P < 0.001), than those without HAND. Gut microbiota from subjects with HAND showed significantly lower α-diversity compared to gut microbiota from subjects without HAND (Shannon index, P = 0.003). To exclude confounding bias, 25 subjects from each group, with comparable age, gender, CD4 T-cell count, educational level and sexual preference were further analyzed. The two groups showed comparable α-diversity (for SOB index, Shannon index, Simpson index, ACE index, and Chao index, all with P-value > 0.05) and β-diversity (ANOSIM statistic = 0.010, P = 0.231). There were no significant differences in microbiota composition between the two groups after the correction for a false discovery rate. Consistently, microbiota from the two groups presented similar predictive functional profiles. Gut microbiota dysbiosis is not independently associated with neurocognitive impairment in people living with HIV.
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Affiliation(s)
- Fengdi Zhang
- Department of Infectious Disease, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Junyang Yang
- Department of Infectious Disease, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Yongjia Ji
- Department of Infectious Disease, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Meiyan Sun
- Department of Infectious Disease, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Jiayin Shen
- Department of Infectious Disease, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Jianjun Sun
- Department of Infectious Disease, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Jiangrong Wang
- Department of Infectious Disease, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Li Liu
- Department of Infectious Disease, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Yinzhong Shen
- Department of Infectious Disease, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Renfang Zhang
- Department of Infectious Disease, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Jun Chen
- Department of Infectious Disease, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Hongzhou Lu
- Department of Infectious Disease, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China.,Department of Infectious Disease, Huashan Hospital, Fudan University, Shanghai, China.,Department of Internal Medicine, Shanghai Medical College, Fudan University, Shanghai, China
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