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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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Asghari A, Sadeghipour Z, Hassanipour S, Abbasali Z, Ebrahimzadeh-Parikhani H, Hashemzaei M, Alimardani V, Hatam G. Association between Blastocystis sp. infection and immunocompromised patients: a systematic review and meta-analysis. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2021; 28:60308-60328. [PMID: 34528202 DOI: 10.1007/s11356-021-16187-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 08/23/2021] [Indexed: 06/13/2023]
Abstract
The significance of opportunistic infections in immunocompromised patients and the enigmatic pathogenicity of Blastocystis directed us to conduct the first global systematic review and meta-analysis on Blastocystis prevalence, odds ratios (ORs), and subtypes distribution in various immunocompromised patients (HIV/AIDS, cancer and hemodialysis patients, as well as transplant recipients). The systematic searching procedure was done in Web of Science, PubMed, Scopus, and Google Scholar databases for relevant published literature until November 11, 2020. Random-effects model was utilized to calculate the weighted estimates and 95% confidence intervals (95% CIs). The computed pooled prevalence of Blastocystis inferred from 118 papers (128 datasets) on immunocompromised patients was 10.3% (95% CI: 8.7-12.2%), with 16.1% (95% CI: 11.3-22.2%), 12.5% (95% CI: 8.5-18%), 8.4% (95 % CI: 6.6-10.6%), and 6% (95% CI: 2.6-13.3%) for hemodialysis patients, cancer patients, HIV/AIDS patients, and transplant recipients, respectively. Based on 50 case-control studies (54 datasets), the highest ORs were associated with cancer [2.81 (95% CI: 1.24-6.38, P = 0.013)] and hemodialysis patients [2.78 (95% CI: 1.19-6.48, P = 0.018)]. The most frequent subtype being found in immunocompromised patients was ST3 [41.7% (95% CI: 31.4-52.7%)], followed by ST1 [31.7% (95% CI: 23.2-41.8%)] and ST2 [23.1% (95% CI: 14.8-34.1%)]. Also, the weighted frequency of Blastocystis in various subgroups (publication year, WHO regions, geographical distribution, continents, and country income) was analyzed separately. In total, the results of the present meta-analysis highlighted that one's immunodeficiency status is probably associated with an increased Blastocystis infection, underpinning strict preventive measures to be taken.
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Affiliation(s)
- Ali Asghari
- Department of Parasitology and Mycology, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Zeinab Sadeghipour
- Department of Medical Parasitology and Mycology, Faculty of Medicine, Ilam University of Medical Sciences, Ilam, Iran
| | - Soheil Hassanipour
- Gastrointestinal and Liver Diseases Research Center, Guilan University of Medical Sciences, Rasht, Iran
| | - Zahra Abbasali
- Department of Medical Parasitology and Entomology, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Hasan Ebrahimzadeh-Parikhani
- Department of Medical Parasitology and Mycology, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Masoud Hashemzaei
- Department of Pharmaceutical Biotechnology, School of Pharmacy, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Vahid Alimardani
- Department of Pharmaceutical Nanotechnology, School of Pharmacy, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Gholamreza Hatam
- Basic Sciences in Infectious Diseases Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.
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Eberhardt KA, Sarfo FS, Klupp EM, Dompreh A, Di Cristanziano V, Osei Kuffour E, Boateng R, Norman B, Phillips RO, Aepfelbacher M, Feldt T. Intestinal Colonization with Tropheryma whipplei-Clinical and Immunological Implications for HIV Positive Adults in Ghana. Microorganisms 2021; 9:1781. [PMID: 34442860 PMCID: PMC8400997 DOI: 10.3390/microorganisms9081781] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Revised: 08/13/2021] [Accepted: 08/18/2021] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND Recent studies demonstrated higher prevalence rates of Tropheryma whipplei (T. whipplei) in HIV positive than in HIV negative subjects. However, associations with the immune status in HIV positive participants were conflicting. METHODS For this cross-sectional study, stool samples of 906 HIV positive and 98 HIV negative individuals in Ghana were tested for T. whipplei. Additionally, sociodemographic parameters, clinical symptoms, medical drug intake, and laboratory parameters were assessed. RESULTS The prevalence of T. whipplei was 5.85% in HIV positive and 2.04% in HIV negative participants. Within the group of HIV positive participants, the prevalence reached 7.18% in patients without co-trimoxazole prophylaxis, 10.26% in subjects with ART intake, and 12.31% in obese participants. Frequencies of clinical symptoms were not found to be higher in HIV positive T. whipplei carriers compared to T. whipplei negative participants. Markers of immune activation were lower in patients colonized with T. whipplei. Multivariate regression models demonstrated an independent relationship of a high CD4+ T cell count, a low HIV-1 viral load, and an obese body weight with the presence of T. whipplei. CONCLUSIONS Among HIV positive individuals, T. whipplei colonization was associated with a better immune status but not with clinical consequences. Our data suggest that the withdrawal of co-trimoxazole chemoprophylaxis among people living with HIV on stable cART regimen may inadvertently increase the propensity towards colonization with T. whipplei.
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Affiliation(s)
- Kirsten Alexandra Eberhardt
- Department of Tropical Medicine, Bernhard Nocht Institute for Tropical Medicine & I. Department of Medicine, University Medical Center Hamburg-Eppendorf, 20359 Hamburg, Germany
- Institute for Transfusion Medicine, University Medical Center Hamburg-Eppendorf, 20251 Hamburg, Germany
| | - Fred Stephen Sarfo
- Department of Medicine, Kwame Nkrumah University of Science and Technology, 00233 Kumasi, Ghana; (F.S.S.); (B.N.); (R.O.P.)
- Department of Medicine, Komfo Anokye Teaching Hospital, 00233 Kumasi, Ghana
| | - Eva-Maria Klupp
- Institute of Medical Microbiology, Virology and Hygiene, University Medical Centre Hamburg-Eppendorf, 20251 Hamburg, Germany; (E.-M.K.); (M.A.)
| | - Albert Dompreh
- Department of Clinical Microbiology, Komfo Anokye Teaching Hospital, 00233 Kumasi, Ghana; (A.D.); (R.B.)
| | - Veronica Di Cristanziano
- Institute of Virology, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50935 Cologne, Germany;
| | - Edmund Osei Kuffour
- Laboratory of Retrovirology, The Rockefeller University, New York, NY 10065, USA;
| | - Richard Boateng
- Department of Clinical Microbiology, Komfo Anokye Teaching Hospital, 00233 Kumasi, Ghana; (A.D.); (R.B.)
| | - Betty Norman
- Department of Medicine, Kwame Nkrumah University of Science and Technology, 00233 Kumasi, Ghana; (F.S.S.); (B.N.); (R.O.P.)
- Department of Medicine, Komfo Anokye Teaching Hospital, 00233 Kumasi, Ghana
| | - Richard Odame Phillips
- Department of Medicine, Kwame Nkrumah University of Science and Technology, 00233 Kumasi, Ghana; (F.S.S.); (B.N.); (R.O.P.)
- Department of Medicine, Komfo Anokye Teaching Hospital, 00233 Kumasi, Ghana
- Kumasi Center for Collaborative Research in Tropical Medicine, 00233 Kumasi, Ghana
| | - Martin Aepfelbacher
- Institute of Medical Microbiology, Virology and Hygiene, University Medical Centre Hamburg-Eppendorf, 20251 Hamburg, Germany; (E.-M.K.); (M.A.)
| | - Torsten Feldt
- Clinic of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, 40225 Düsseldorf, Germany;
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Ascuña-Durand K, Salazar-Sánchez RS, Castillo-Neyra R, Ballón-Echegaray J. Relative Frequency of Blastocystis Subtypes 1, 2, and 3 in Urban and Periurban Human Populations of Arequipa, Peru. Trop Med Infect Dis 2020; 5:178. [PMID: 33261137 PMCID: PMC7709661 DOI: 10.3390/tropicalmed5040178] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2020] [Revised: 11/06/2020] [Accepted: 11/10/2020] [Indexed: 12/16/2022] Open
Abstract
Blastocystis is one of the most common protozoa found in the human gut and are genetically diverse and widely distributed around the world. Nonspecific and inconsistent symptoms have been associated with this protozoon; thus, its clinical importance remains controversial. Our aim was to estimate the relative frequency of Blastocystis subtypes 1, 2, and 3, which are the predominant subtypes reported in South America, based on conserved regions of SSU rDNA sequences and determine the factors associated with them. A total of 116 Blastocystis-positive stool samples were processed using conventional PCR with Blastocystis-specific primers. We identified subtype 1 (10.3%), subtype 2 (7.8%), subtype 3 (25.0%), and mixed subtype infections (8.7%). However, we could not identify any Blastocystis subtypes in 48.3% of the samples; therefore, it is likely that other subtypes were present in the area. No association was found between any gastrointestinal symptom and single or mixed Blastocystis subtypes. We found a statistically significant association between Blastocystis subtype 2 and irritable bowel syndrome (OR = 17.8, 95% CI = 1.5-408.4, p = 0.039); however, the number of samples with IBS was small (n= 4). There was no association between the Blastocystis subtypes and any epidemiological variable studied. In rural populations, we only identified subtype 1, while in urban and periurban populations, we identified subtypes 1, 2, and 3.
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Affiliation(s)
- Kasandra Ascuña-Durand
- Laboratorio de Microbiología Molecular, Facultad de Medicina, Universidad Nacional de San Agustín, 04001 Arequipa, Peru;
| | - Renzo S. Salazar-Sánchez
- Laboratorio de Microbiología Molecular, Facultad de Medicina, Universidad Nacional de San Agustín, 04001 Arequipa, Peru;
- Zoonotic Disease Research Laboratory, One Health Unit, School of Public Health and Administration, Universidad Peruana Cayetano Heredia, 4314 Lima, Peru;
| | - Ricardo Castillo-Neyra
- Zoonotic Disease Research Laboratory, One Health Unit, School of Public Health and Administration, Universidad Peruana Cayetano Heredia, 4314 Lima, Peru;
- Department of Biostatistics, Epidemiology & Informatics, Perelman School of Medicine of the University of Pennsylvania, Pennsylvania, PA 19104, USA
| | - Jorge Ballón-Echegaray
- Zoonotic Disease Research Laboratory, One Health Unit, School of Public Health and Administration, Universidad Peruana Cayetano Heredia, 4314 Lima, Peru;
- Departamento de Microbiología y Patología, Facultad de Medicina, Universidad Nacional de San Agustín, Santa Catalina 117, 04001 Arequipa, Peru
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