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Bai X, Sönnerborg A, Nowak P. Elite controllers microbiome: unraveling the mystery of association and causation. Curr Opin HIV AIDS 2024; 19:261-267. [PMID: 38874425 DOI: 10.1097/coh.0000000000000867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2024]
Abstract
PURPOSE OF REVIEW To unravel the current knowledge and possible link between the gut microbiome and HIV-1 virological control in elite controllers (EC), who can suppress viral replication in the absence of antiretroviral therapy. In addition, to discuss the limitations of current research and propose future research directions. RECENT FINDINGS EC possess a different gut bacterial microbiota profile in composition and functionality from that of treatment-naive HIV-1 viremic progressors (VP). Specifically, EC have a richer bacterial microbiota as compared to VP, which closely resembles the microbiota in HIV-1 negative healthy controls (HC). Differentially abundant bacteria are found between EC and VP or HC, though results vary among the few existing studies. These data imply that the gut microbiome could contribute to the natural suppression of HIV-1 infection. SUMMARY An association between the gut microbiome and HIV-1 virological control is evidenced by recent studies. Yet, there are substantial knowledge gaps, and the underlying mechanism of how the microbiome influences the EC phenotype is far from clarified. Future research should consider diverse microbial communities, the complex microbe-host interactions, as well as yet-unidentified causal links between microbiome alterations and HIV-1 disease progression.
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Affiliation(s)
- Xiangning Bai
- Department of Microbiology, Division of Laboratory Medicine, Oslo University Hospital, Oslo, Norway
- Division of Infectious Diseases, Department of Medicine Huddinge, Karolinska Institutet, Stockholm
| | - Anders Sönnerborg
- Division of Infectious Diseases, Department of Medicine Huddinge, Karolinska Institutet, Stockholm
- Department of Infectious Diseases, Karolinska University Hospital, Huddinge, Sweden
| | - Piotr Nowak
- Division of Infectious Diseases, Department of Medicine Huddinge, Karolinska Institutet, Stockholm
- Department of Infectious Diseases, Karolinska University Hospital, Huddinge, Sweden
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Belda E, Capeau J, Zucker JD, Chatelier EL, Pons N, Oñate FP, Quinquis B, Alili R, Fellahi S, Katlama C, Clément K, Fève B, Jaureguiberry S, Goujard C, Lambotte O, Doré J, Prifti E, Bastard JP. Major depletion of insulin sensitivity-associated taxa in the gut microbiome of persons living with HIV controlled by antiretroviral drugs. BMC Med Genomics 2024; 17:209. [PMID: 39138568 PMCID: PMC11320835 DOI: 10.1186/s12920-024-01978-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Accepted: 08/01/2024] [Indexed: 08/15/2024] Open
Abstract
BACKGROUND Persons living with HIV (PWH) harbor an altered gut microbiome (higher abundance of Prevotella and lower abundance of Bacillota and Ruminococcus lineages) compared to non-infected individuals. Some of these alterations are linked to sexual preference and others to the HIV infection. The relationship between these lineages and metabolic alterations, often present in aging PWH, has been poorly investigated. METHODS In this study, we compared fecal metagenomes of 25 antiretroviral-treatment (ART)-controlled PWH to three independent control groups of 25 non-infected matched individuals by means of univariate analyses and machine learning methods. Moreover, we used two external datasets to validate predictive models of PWH classification. Next, we searched for associations between clinical and biological metabolic parameters with taxonomic and functional microbiome profiles. Finally, we compare the gut microbiome in 7 PWH after a 17-week ART switch to raltegravir/maraviroc. RESULTS Three major enterotypes (Prevotella, Bacteroides and Ruminococcaceae) were present in all groups. The first Prevotella enterotype was enriched in PWH, with several of characteristic lineages associated with poor metabolic profiles (low HDL and adiponectin, high insulin resistance (HOMA-IR)). Conversely butyrate-producing lineages were markedly depleted in PWH independently of sexual preference and were associated with a better metabolic profile (higher HDL and adiponectin and lower HOMA-IR). Accordingly with the worst metabolic status of PWH, butyrate production and amino-acid degradation modules were associated with high HDL and adiponectin and low HOMA-IR. Random Forest models trained to classify PWH vs. control on taxonomic abundances displayed high generalization performance on two external holdout datasets (ROC AUC of 80-82%). Finally, no significant alterations in microbiome composition were observed after switching to raltegravir/maraviroc. CONCLUSION High resolution metagenomic analyses revealed major differences in the gut microbiome of ART-controlled PWH when compared with three independent matched cohorts of controls. The observed marked insulin resistance could result both from enrichment in Prevotella lineages, and from the depletion in species producing butyrate and involved into amino-acid degradation, which depletion is linked with the HIV infection.
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Affiliation(s)
- Eugeni Belda
- IRD, Sorbonne Université, Unité de Modélisation Mathématique et Informatique des Systèmes Complexes, UMMISCO, Bondy, F-93143, France.
- Sorbonne Université, INSERM, Nutrition et Obesities, Systemic Approaches, NutriOmique, AP-HP, Hôpital Pitié-Salpêtrière, Paris, France.
| | - Jacqueline Capeau
- INSERM UMR_S938, Centre de Recherche Saint-Antoine, Institut Hospitalo-Universitaire de Cardio-Métabolisme et Nutrition (ICAN), Sorbonne Université, Paris, F-75012, France
| | - Jean-Daniel Zucker
- IRD, Sorbonne Université, Unité de Modélisation Mathématique et Informatique des Systèmes Complexes, UMMISCO, Bondy, F-93143, France
- Sorbonne Université, INSERM, Nutrition et Obesities, Systemic Approaches, NutriOmique, AP-HP, Hôpital Pitié-Salpêtrière, Paris, France
| | | | - Nicolas Pons
- Université Paris-Saclay, INRAE, MGP, Jouy-en-Josas, 78350, France
| | | | - Benoit Quinquis
- Université Paris-Saclay, INRAE, MGP, Jouy-en-Josas, 78350, France
| | - Rohia Alili
- Sorbonne Université, INSERM, Nutrition et Obesities, Systemic Approaches, NutriOmique, AP-HP, Hôpital Pitié-Salpêtrière, Paris, France
| | - Soraya Fellahi
- INSERM UMR_S938, Centre de Recherche Saint-Antoine, Institut Hospitalo-Universitaire de Cardio-Métabolisme et Nutrition (ICAN), Sorbonne Université, Paris, F-75012, France
- Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires Henri Mondor, Département de biochimie-pharmacologie, FHU-SENEC, INSERM U955 and Université Paris Est (UPEC), UMR U955, Faculté de Santé, Créteil, F-93010 cedex, France
| | - Christine Katlama
- INSERM, Institut Pierre Louis d'Épidémiologie et de Santé Publique, AP-HP, Pitié Salpétrière Hospital, Department of Infectious Diseases, Sorbonne Université, Paris, F-75013, France
| | - Karine Clément
- Sorbonne Université, INSERM, Nutrition et Obesities, Systemic Approaches, NutriOmique, AP-HP, Hôpital Pitié-Salpêtrière, Paris, France
| | - Bruno Fève
- INSERM UMR_S938, Centre de Recherche Saint-Antoine, Institut Hospitalo-Universitaire de Cardio-Métabolisme et Nutrition (ICAN), Sorbonne Université, Paris, F-75012, France
| | - Stéphane Jaureguiberry
- AP-HP, Hôpital Bicêtre, Service de Médecine Interne et Immunologie Clinique et Service de Maladies Infectieuses et Transmissibles, Kremlin-Bicêtre, France
| | - Cécile Goujard
- AP-HP, Hôpital Bicêtre, Service de Médecine Interne et Immunologie Clinique et Service de Maladies Infectieuses et Transmissibles, Kremlin-Bicêtre, France
| | - Olivier Lambotte
- AP-HP, Hôpital Bicêtre, Service de Médecine Interne et Immunologie Clinique et Service de Maladies Infectieuses et Transmissibles, Kremlin-Bicêtre, France
- Université Paris Saclay, Inserm, CEA, UMR1184, Le Kremlin Bicêtre, France
| | - Joël Doré
- Université Paris-Saclay, INRAE, MGP, Jouy-en-Josas, 78350, France
- Université Paris-Saclay, INRAE, AgroParisTech, Micalis Institute, Jouy-en-Josas, 78350, France
| | - Edi Prifti
- IRD, Sorbonne Université, Unité de Modélisation Mathématique et Informatique des Systèmes Complexes, UMMISCO, Bondy, F-93143, France
- Sorbonne Université, INSERM, Nutrition et Obesities, Systemic Approaches, NutriOmique, AP-HP, Hôpital Pitié-Salpêtrière, Paris, France
| | - Jean-Philippe Bastard
- INSERM UMR_S938, Centre de Recherche Saint-Antoine, Institut Hospitalo-Universitaire de Cardio-Métabolisme et Nutrition (ICAN), Sorbonne Université, Paris, F-75012, France
- Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires Henri Mondor, Département de biochimie-pharmacologie, FHU-SENEC, INSERM U955 and Université Paris Est (UPEC), UMR U955, Faculté de Santé, Créteil, F-93010 cedex, France
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Chen Y, Chen S, Xu C, Yu L, Chu S, Bao J, Wang J, Wang J. Identification of Diagnostic Biomarkers for Compensatory Liver Cirrhosis Based on Gut Microbiota and Urine Metabolomics Analyses. Mol Biotechnol 2023:10.1007/s12033-023-00922-9. [PMID: 37875653 DOI: 10.1007/s12033-023-00922-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 09/26/2023] [Indexed: 10/26/2023]
Abstract
Liver cirrhosis is one of the most prevalent chronic liver disorders with high mortality. We aimed to explore changed gut microbiome and urine metabolome in compensatory liver cirrhosis (CLC) patients, thus providing novel diagnostic biomarkers for CLC. Forty fecal samples from healthy volunteers (control: 19) and CLC patients (patient: 21) were undertaken 16S rDNA sequencing. Chromatography-mass spectrometry was performed on 40 urine samples (20 controls and 20 patients). Microbiome and metabolome data were separately analyzed using corresponding bioinformatics approaches. The diagnostic model was constructed using the least absolute shrinkage and selection operator regression. The optimal diagnostic model was determined by five-fold cross-validation. Pearson correlation analysis was applied to clarify the relations among the diagnostic markers. 16S rDNA sequencing analyses showed changed overall alpha diversity and beta diversity in patient samples compared with those of controls. Similarly, we identified 841 changed metabolites. Pathway analysis revealed that the differential metabolites were mainly associated with pathways, such as tryptophan metabolism, purine metabolism, and steroid hormone biosynthesis. A 9-maker diagnostic model for CLC was determined, including 7 microorganisms and 2 metabolites. In this model, there were multiple correlations between microorganisms and metabolites. Subdoligranulum, Agathobacter, norank_f_Eubacterium_coprostanoligenes_group, Butyricicoccus, Lachnospiraceae_UCG_004, and L-2,3-Dihydrodipicolinate were elevated in CLC patients, whereas Blautia, Monoglobus, and 5-Acetamidovalerate were reduced. A novel diagnostic model for CLC was constructed and verified to be reliable, which provides new strategies for the diagnosis and treatment of CLC.
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Affiliation(s)
- Yingjun Chen
- Department of Infectious Diseases, Tiantai People's Hospital of Zhejiang Province, Taizhou, 317200, People's Republic of China
| | - Shaoxian Chen
- Department of Infectious Diseases, Tiantai People's Hospital of Zhejiang Province, Taizhou, 317200, People's Republic of China
| | - Chandi Xu
- Department of Infectious Diseases, Tiantai People's Hospital of Zhejiang Province, Taizhou, 317200, People's Republic of China
| | - Li Yu
- Department of Infectious Diseases, Tiantai People's Hospital of Zhejiang Province, Taizhou, 317200, People's Republic of China
| | - Shanshan Chu
- Department of Infectious Diseases, Tiantai People's Hospital of Zhejiang Province, Taizhou, 317200, People's Republic of China
| | - Jianzhi Bao
- Department of Infectious Diseases, Tiantai People's Hospital of Zhejiang Province, Taizhou, 317200, People's Republic of China
| | - Jinwei Wang
- Department of General Medicine, Tiantai People's Hospital of Zhejiang Province, Taizhou, 317200, People's Republic of China
| | - Junwei Wang
- Department of Infectious Diseases, Tiantai People's Hospital of Zhejiang Province, Taizhou, 317200, People's Republic of China.
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Rodriguez MT, McLaurin KA, Shtutman M, Kubinak JL, Mactutus CF, Booze RM. Therapeutically targeting the consequences of HIV-1-associated gastrointestinal dysbiosis: Implications for neurocognitive and affective alterations. Pharmacol Biochem Behav 2023; 229:173592. [PMID: 37390973 PMCID: PMC10494709 DOI: 10.1016/j.pbb.2023.173592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 06/16/2023] [Accepted: 06/26/2023] [Indexed: 07/02/2023]
Abstract
Approximately 50 % of the individuals living with human immunodeficiency virus type 1 (HIV-1) are plagued by debilitating neurocognitive impairments (NCI) and/or affective alterations. Sizeable alterations in the composition of the gut microbiome, or gastrointestinal dysbiosis, may underlie, at least in part, the NCI, apathy, and/or depression observed in this population. Herein, two interrelated aims will be critically addressed, including: 1) the evidence for, and functional implications of, gastrointestinal microbiome dysbiosis in HIV-1 seropositive individuals; and 2) the potential for therapeutically targeting the consequences of this dysbiosis for the treatment of HIV-1-associated NCI and affective alterations. First, gastrointestinal microbiome dysbiosis in HIV-1 seropositive individuals is characterized by decreased alpha (α) diversity, a decreased relative abundance of bacterial species belonging to the Bacteroidetes phylum, and geographic-specific alterations in Bacillota (formerly Firmicutes) spp. Fundamentally, changes in the relative abundance of Bacteroidetes and Bacillota spp. may underlie, at least in part, the deficits in γ-aminobutyric acid and serotonin neurotransmission, as well as prominent synaptodendritic dysfunction, observed in this population. Second, there is compelling evidence for the therapeutic utility of targeting synaptodendritic dysfunction as a method to enhance neurocognitive function and improve motivational dysregulation in HIV-1. Further research is needed to determine whether the therapeutics enhancing synaptic efficacy exert their effects by altering the gut microbiome. Taken together, understanding gastrointestinal microbiome dysbiosis resulting from chronic HIV-1 viral protein exposure may afford insight into the mechanisms underlying HIV-1-associated neurocognitive and/or affective alterations; mechanisms which can be subsequently targeted via novel therapeutics.
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Affiliation(s)
- Mason T Rodriguez
- Cognitive and Neural Science Program, Department of Psychology, Barnwell College, 1512 Pendleton Street, University of South Carolina, Columbia, SC 29208, United States of America
| | - Kristen A McLaurin
- Cognitive and Neural Science Program, Department of Psychology, Barnwell College, 1512 Pendleton Street, University of South Carolina, Columbia, SC 29208, United States of America
| | - Michael Shtutman
- Drug Discovery and Biomedical Sciences, College of Pharmacy, 715 Sumter Street, University of South Carolina, Columbia, SC 29208, United States of America
| | - Jason L Kubinak
- Pathology, Microbiology & Immunology, School of Medicine Columbia, 6311 Garners Ferry Road, Building 2, Columbia, SC 29209, United States of America
| | - Charles F Mactutus
- Cognitive and Neural Science Program, Department of Psychology, Barnwell College, 1512 Pendleton Street, University of South Carolina, Columbia, SC 29208, United States of America
| | - Rosemarie M Booze
- Cognitive and Neural Science Program, Department of Psychology, Barnwell College, 1512 Pendleton Street, University of South Carolina, Columbia, SC 29208, United States of America.
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Abdullah, Din M, Waris A, Khan M, Ali S, Muhammad R, Salman M. The contemporary immunoassays for HIV diagnosis: a concise overview. ASIAN BIOMED 2023; 17:3-12. [PMID: 37551202 PMCID: PMC10405330 DOI: 10.2478/abm-2023-0038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/09/2023]
Abstract
Recent advances in human immunodeficiency virus (HIV) diagnostics have improved the management of disease progression significantly, which have also boosted the efficacy of antiviral therapies. The detection of HIV at the earliest is very important. A highly recognized and effective virological biomarker for acute HIV infections is p24 antigen. This brief overview is based on advances of HIV diagnosis while focusing on the latest HIV testing technologies including HIV-specific antigens detecting assays of both anti-HIV antibodies and p24 antigen. In addition to other emerging molecular diagnostics for acute HIV infection, the utilization of p24 antigen has been summarized. Moreover, it has been explained how these immunoassays have reduced the window period for detection of HIV in the acute stage of infection.
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Affiliation(s)
- Abdullah
- Department of Health and Biological Sciences, Abasyn University Peshawar, Peshawar25000, Pakistan
| | - Misbahud Din
- Department of Biotechnology, Quaid-i-Azam University Islamabad, Islamabad45320, Pakistan
| | - Abdul Waris
- Department of Biomedical Sciences, City University of Hong Kong, Shezhen518057, Hong Kong SAR
| | - Muddasir Khan
- Centre of Biotechnology and Microbiology, University of Peshawar, Peshawar25120, Pakistan
| | - Sajjad Ali
- Department of Zoology, University of Buner, Buner19281, Pakistan
| | - Riaz Muhammad
- Department of Health and Biological Sciences, Abasyn University Peshawar, Peshawar25000, Pakistan
- Department of Zoology, Government Degree College Lakarai, Mohmand24651, Pakistan
| | - Muhammad Salman
- Department of Health and Biological Sciences, Abasyn University Peshawar, Peshawar25000, Pakistan
- Department of Veterinary Microbiology, Faculty of Veterinary Science, Chulalongkorn University, Bangkok10330, Thailand
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Wang W, Xie R, Cao Q, Ye H, Zhang C, Dong Z, Feng D, Zuo J. Effects of glucose oxidase on growth performance, clinical symptoms, serum parameters, and intestinal health in piglets challenged by enterotoxigenic Escherichia coli. Front Microbiol 2022; 13:994151. [PMID: 36267185 PMCID: PMC9578003 DOI: 10.3389/fmicb.2022.994151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 08/03/2022] [Indexed: 12/02/2022] Open
Abstract
Glucose oxidase (GOD) could benefit intestinal health and growth performance in animals. However, it is unknown whether GOD can protect piglets against bacterial challenge. This study aimed to evaluate the protective effects of GOD on growth performance, clinical symptoms, serum parameters, and intestinal health in piglets challenged by enterotoxigenic Escherichia coli (ETEC). A total of 44 male weaned piglets around 38 days old were divided into four groups (11 replicates/group): negative control (NC), positive control (PC), CS group (PC piglets +40 g/t colistin sulfate), and GOD group (PC piglets +200 g/t GOD). All piglets except those in NC were challenged with ETEC (E. coli K88) on the 11th day of the experiment. Parameter analysis was performed on the 21st day of the experiment. The results showed that the ETEC challenge elevated (p < 0.05) the rectal temperature and fecal score of piglets at certain time-points post-challenge, reduced (p < 0.05) serum glucose and IgG levels but increased (p < 0.05) serum alanine aminotransferase activity, as well as caused (p < 0.05) intestinal morphology impairment and inflammation. Supplemental GOD could replace CS to reverse (p < 0.05) the above changes and tended to increase (p = 0.099) average daily gain during the ETEC challenge. Besides, GOD addition reversed ETEC-induced losses (p < 0.05) in several beneficial bacteria (e.g., Lactobacillus salivarius) along with increases (p < 0.05) in certain harmful bacteria (e.g., Enterobacteriaceae and Escherichia/Shigella). Functional prediction of gut microbiota revealed that ETEC-induced upregulations (p < 0.05) of certain pathogenicity-related pathways (e.g., bacterial invasion of epithelial cells and shigellosis) were blocked by GOD addition, which also normalized the observed downregulations (p < 0.05) of bacterial pathways related to the metabolism of sugars, functional amino acids, nucleobases, and bile acids in challenged piglets. Collectively, GOD could be used as a potential antibiotic alternative to improve growth and serum parameters, as well as attenuate clinical symptoms and intestinal disruption in ETEC-challenged piglets, which could be associated with its ability to mitigate gut microbiota dysbiosis. Our findings provided evidence for the usage of GOD as an approach to restrict ETEC infection in pigs.
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Zhu M, Liu S, Zhao C, Shi J, Li C, Ling S, Cheng J, Dong W, Xu J. Alterations in the gut microbiota of AIDS patients with pneumocystis pneumonia and correlations with the lung microbiota. Front Cell Infect Microbiol 2022; 12:1033427. [PMID: 36339339 PMCID: PMC9634167 DOI: 10.3389/fcimb.2022.1033427] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 10/05/2022] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Due to the inability to be cultured in vitro, the biological characteristics and pathogenicity of Pneumocystis jirovecii remain unclear. Intestinal microflora disorder is related to the occurrence and development of various pulmonary diseases. This work explores the pathogenesis of pneumocystis pneumonia (PCP) in acquired immune deficiency syndrome (AIDS) patients from a microbiome perspective, to provide better strategies for the diagnosis, treatment, and prevention of PCP. METHODS Subjects were divided into three groups: human immunodeficiency virus (HIV)-infected patients combined with PCP, HIV-infected patients without PCP, and HIV-negative. Stool and bronchoalveolar lavage fluid (BALF) samples were collected, total DNA was extracted, and 16S rRNA high-throughput sequencing was performed using an Illumina MiSeq platform. PICRUSt and BugBase were used to predict microflora functions, and correlation analysis of intestinal and lung bacterial flora was conducted. RESULTS Compared with the HIV- group, prevotella and another 21 genera in the intestinal microbiome were statistically different in the HIV+ group; 25 genera including Escherichia-Shigella from HIV+PCP+ group were statistically different from HIV+PCP- group. The abundance of Genera such as Porphyromonas was positively or negatively correlated with CD16/CD56+ (μL). Compared with the HIV- group, identification efficiency based on area under the curve (AUC) >0.7 for the HIV+ group identified seven genera in the gut microbiota, including Enterococcus (total AUC = 0.9519). Compared with the HIV+PCP- group, there were no bacteria with AUC >0.7 in the lung or intestine of the HIV+PCP+ group. The number of shared bacteria between BALF and fecal samples was eight species in the HIV- group, 109 species in PCP- patients, and 228 species in PCP+ patients, according to Venn diagram analysis. Changes in various clinical indicators and blood parameters were also closely related to the increase or decrease in the abundance of intestinal and pulmonary bacteria, respectively. CONCLUSIONS HIV infection and PCP significantly altered the species composition of lung and intestinal microbiomes, HIV infection also significantly affected intestinal microbiome gene functions, and PCP exacerbated the changes. The classification model can be used to distinguish HIV+ from HIV- patients, but the efficiency of bacterial classification was poor between PCP+ and PCP- groups. The microbiomes in the lung and gut were correlated to some extent, providing evidence for the existence of a lung-gut axis, revealing a potential therapeutic target in patients with HIV and PCP.
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Affiliation(s)
- Mingli Zhu
- Department of Microbiology and Immunology, School of Basic Medical Sciences, Xi’an Jiaotong University, Xi’an, China
- Department of Microbiology, Hangzhou Xixi Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Sai Liu
- Department of Microbiology, Hangzhou Xixi Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Chenfei Zhao
- Department of Microbiology, Hangzhou Xixi Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
- Department of Clinical Laboratory, The First Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Jinchuan Shi
- Department of Infectious Diseases, Hangzhou Xixi Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Chaodan Li
- Department of Microbiology, Hangzhou Xixi Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Shisheng Ling
- Research and Development Department, Assure Tech Institute of Medical Device, Hangzhou, China
| | - Jianghao Cheng
- Department of Microbiology, Hangzhou Xixi Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Wenkun Dong
- Research and Development Department, Assure Tech Institute of Medical Device, Hangzhou, China
- *Correspondence: Wenkun Dong, ; Jiru Xu,
| | - Jiru Xu
- Department of Microbiology and Immunology, School of Basic Medical Sciences, Xi’an Jiaotong University, Xi’an, China
- *Correspondence: Wenkun Dong, ; Jiru Xu,
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Chen Y, Lin H, Cole M, Morris A, Martinson J, Mckay H, Mimiaga M, Margolick J, Fitch A, Methe B, Srinivas VR, Peddada S, Rinaldo CR. Signature changes in gut microbiome are associated with increased susceptibility to HIV-1 infection in MSM. MICROBIOME 2021; 9:237. [PMID: 34879869 PMCID: PMC8656045 DOI: 10.1186/s40168-021-01168-w] [Citation(s) in RCA: 38] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 09/14/2021] [Indexed: 05/12/2023]
Abstract
BACKGROUND Men who have sex with men (MSM) have been disproportionately affected by HIV-1 since the beginning of the AIDS pandemic, particularly in the USA and Europe. Compared to men who have sex with women (MSW), MSM have a distinct fecal microbiome regardless of HIV-1 infection. However, it is unclear whether the MSM-associated gut microbiome affects the susceptibility and progression of HIV-1 infection. We studied fecal microbiome profiles, short-chain fatty acids, and blood plasma inflammatory cytokines of 109 HIV-1 seroconverters (SC) from the early, 1984-1985 phase of the HIV-1 pandemic in the Multicenter AIDS Cohort Study (MACS) before and after HIV-1 infection compared to 156 HIV-1-negative MACS MSM (negative controls [NC]). RESULTS We found that family Succinivibrionaceae, S24-7, Mogibacteriaceae, Coriobacteriaceae, and Erysipelotrichaceae were significantly higher (p<0.05), whereas Odoribacteraceae, Verucomicrobiaceae, Bacteroidaceae, Barnesiellaceae, and Rikenellaceae were significantly lower (p<0.05), in SC before HIV-1 infection compared to NC. At the species level, Prevotella stercorea, Eubacterium biforme, and Collinsella aerofaciens were significantly higher (p<0.05), and Eubacterium dolichum, Desulfovibrio D168, Alistipes onderdonkii, Ruminococcus torques, Bacteroides fragilis, Bacteroides caccae, Alistipes putredinis, Akkermansia muciniphila, Bacteroides uniformis, and Bacteroides ovatus were significantly lower (p<0.05) in SC before HIV-1 infection compared to NC. After HIV-1 infection, family Prevotellaceae and Victivallaceae and species Bacteroides fragilis and Eubacterium cylindroides were significantly higher (p<0.05) in SC who developed AIDS within 5 years compared to the SC who were AIDS free for more than 10 years without antiretroviral therapy (ART). In addition, family Victivallaceae and species Prevotella stercorea, Coprococcus eutactus, and Butyrivibrio crossotus were significantly higher (p<0.05) and Gemmiger formicilis and Blautia obeum were significantly lower (p<0.05) after HIV-1 infection in SC who developed AIDS within 5-10 years compared to the SC who were AIDS-free for more than 10 years without ART. Furthermore, plasma inflammatory cytokine levels of sCD14, sCD163, interleukin 6, and lipopolysaccharide binding protein were significantly higher in SC with p<0.05 before HIV-1 infection compared to NC. CONCLUSIONS Our results suggest that pathogenic changes in the gut microbiome were present in MSM several months prior to infection with HIV-1 in the early phase of the AIDS pandemic in the USA. This was associated with increased inflammatory biomarkers in the blood and risk for development of AIDS. Video abstract.
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Affiliation(s)
- Yue Chen
- Department of Infectious Diseases and Microbiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA USA
| | - Huang Lin
- Current address: Biostatistics and Bioinformatics Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), NIH, Bethesda, MD USA
- Department of Biostatistics, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA USA
| | - Mariah Cole
- Department of Infectious Diseases and Microbiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA USA
- Present address: Wilmot Cancer Center, University of Rochester Medical Center, Rochester, NY USA
| | - Alison Morris
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA USA
| | - Jeremy Martinson
- Department of Infectious Diseases and Microbiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA USA
| | - Heather Mckay
- Department of Epidemiology, The Johns Hopkins Bloomberg School of Public Health, Baltimore, MD USA
| | - Matthew Mimiaga
- Department of Epidemiology, Fielding School of Public Health, University of California at Los Angeles, Los Angeles, CA USA
| | - Joseph Margolick
- Department of Molecular Microbiology and Immunology, The Johns Hopkins Bloomberg School of Public Health, Baltimore, MD USA
| | - Adam Fitch
- Present address: Wilmot Cancer Center, University of Rochester Medical Center, Rochester, NY USA
| | - Barbara Methe
- Present address: Wilmot Cancer Center, University of Rochester Medical Center, Rochester, NY USA
| | - Vatsala Rangachar Srinivas
- Department of Infectious Diseases and Microbiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA USA
| | - Shyamal Peddada
- Current address: Biostatistics and Bioinformatics Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), NIH, Bethesda, MD USA
- Department of Biostatistics, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA USA
| | - Charles R. Rinaldo
- Department of Infectious Diseases and Microbiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA USA
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