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Charlier P, Augias A, Weil R, Bouchet F, Poupon J, Popescu MS, Decloquement P, Azza S, Angelakis E, Richardin P, Colson P, Dubourg G, Million M, Raoult D. Scurvy complicated with Capnocytophaga sputigena sepsis as a possible cause of death of king Saint-Louis of France (1270 AD). Microb Pathog 2023; 185:106399. [PMID: 37884212 DOI: 10.1016/j.micpath.2023.106399] [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: 09/03/2023] [Accepted: 10/17/2023] [Indexed: 10/28/2023]
Abstract
The cause of death of Saint-Louis is not known, but recent findings indicated that he presented scurvy and inflammatory jaw disease, which has been associated with infection by oral commensals. Here, we have the exceptional opportunity to analyze the relics of the viscera of King Saint-Louis. A 4.3 g sample from the viscera relics of King Saint-Louis conserved in Versailles' cathedral was subjected to radiocarbon dating, electronic and optic microscopy, and elementary, palynological, molecular, proteomics and microbiological analyses including specific PCR and v3v4 16 S rRNA gene amplification prior to large-scale sequencing using an Illumina MiSeq instrument. The measured radiocarbon age was Cal 1290 CE-1400, which was compatible with that of the viscera of St Louis viscera, considering the addition of lime, incense and vegetables within the human organs. Elemental and palynological analyses confirmed a medieval embalming process. Proteomics analysis identified mainly human muscle and blood proteins. Specific PCR for plague, amoebiasis, shigellosis and typhoid fever was negative. C. sputigena was identified as the main pathogenic species representing 10.8 % of all microbial sequences. In contrast, C. sputigena was found in only 0.001 % of samples sequenced in our center, and the 23 positive human samples showed a dramatically lower abundance (0.02-2.6 %). In the literature, human infections with C. sputigena included odontitis, dental abscess, sinusitis, thoracic infections and bacteremia, particularly in immunocompromised patients with oral and dental diseases consistent with recent analysis of King Saint-Louis' jaw. C. sputigena, a commensal of the mouth that is potentially pathogenic and responsible for fatal bacteremia, may have been the cause of the king's death.
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Affiliation(s)
- Philippe Charlier
- Laboratory Anthropology, Archaeology, Biology (LAAB), UFR of Health Sciences (UVSQ), Paris-Saclay University, 2 Avenue de La Source de La Bièvre, 78180, Montigny-Le-Bretonneux, France; Museum of Quai Branly - Jacques Chirac, 222 Rue de L'Université, 75007, Paris, France; Fondation Anthropologie, Archéologie, Biologie (FAAB) - Institut de France, Palais de L'Institut, 23 Quai de Conti, 75006, Paris, France.
| | - Anaïs Augias
- Laboratory Anthropology, Archaeology, Biology (LAAB), UFR of Health Sciences (UVSQ), Paris-Saclay University, 2 Avenue de La Source de La Bièvre, 78180, Montigny-Le-Bretonneux, France
| | - Raphaël Weil
- Laboratory Anthropology, Archaeology, Biology (LAAB), UFR of Health Sciences (UVSQ), Paris-Saclay University, 2 Avenue de La Source de La Bièvre, 78180, Montigny-Le-Bretonneux, France; Laboratoire de Physique des Solides, CNRS, Université Paris-Sud, Université Paris-Saclay, Orsay, Cedex, 91405, France
| | - Françoise Bouchet
- Académie Nationale de Pharmacie, Avenue de L'Observatoire, 75006, Paris, France
| | - Joël Poupon
- Laboratory Anthropology, Archaeology, Biology (LAAB), UFR of Health Sciences (UVSQ), Paris-Saclay University, 2 Avenue de La Source de La Bièvre, 78180, Montigny-Le-Bretonneux, France; Laboratoire de Toxicologie Biologique, CHU Lariboisière (AP-HP), 2 Rue Ambroise Paré, 75010, Paris, France
| | | | - Philippe Decloquement
- Aix Marseille University, IRD, APHM, MEPHI, Marseille, France; IHU-Méditerranée Infection, Marseille, France
| | - Saïd Azza
- Aix Marseille University, IRD, APHM, MEPHI, Marseille, France; IHU-Méditerranée Infection, Marseille, France
| | - Emmanouil Angelakis
- Laboratory of Medical Microbiology, Hellenic Pasteur Institute, Athens, Greece
| | - Pascale Richardin
- Centre de Recherche et de Restauration des Musées de France (C2RMF), Palais Du Louvre, Porte des Lions, 14 Quai François Mitterrand, 75001, Paris, France; UMR 7055, Préhistoire et Technologie (Pretech), Université Paris Nanterre / CNRS, 21 Allée de L'Université, 92023, Nanterre Cedex, France
| | - Philippe Colson
- Aix Marseille University, IRD, APHM, MEPHI, Marseille, France; IHU-Méditerranée Infection, Marseille, France
| | - Gregory Dubourg
- Aix Marseille University, IRD, APHM, MEPHI, Marseille, France; IHU-Méditerranée Infection, Marseille, France
| | - Matthieu Million
- Aix Marseille University, IRD, APHM, MEPHI, Marseille, France; IHU-Méditerranée Infection, Marseille, France
| | - Didier Raoult
- Aix Marseille University, IRD, APHM, MEPHI, Marseille, France; IHU-Méditerranée Infection, Marseille, France
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Magdy Wasfy R, Mbaye B, Borentain P, Tidjani Alou M, Murillo Ruiz ML, Caputo A, Andrieu C, Armstrong N, Million M, Gerolami R. Ethanol-Producing Enterocloster bolteae Is Enriched in Chronic Hepatitis B-Associated Gut Dysbiosis: A Case-Control Culturomics Study. Microorganisms 2023; 11:2437. [PMID: 37894093 PMCID: PMC10608849 DOI: 10.3390/microorganisms11102437] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2023] [Revised: 09/25/2023] [Accepted: 09/26/2023] [Indexed: 10/29/2023] Open
Abstract
BACKGROUND Hepatitis B virus (HBV) infection is a global health epidemic that causes fatal complications, leading to liver cirrhosis and hepatocellular carcinoma. The link between HBV-related dysbiosis and specific bacterial taxa is still under investigation. Enterocloster is emerging as a new genus (formerly Clostridium), including Enterocloster bolteae, a gut pathogen previously associated with dysbiosis and human diseases such as autism, multiple sclerosis, and inflammatory bowel diseases. Its role in liver diseases, especially HBV infection, is not reported. METHODS The fecal samples of eight patients with chronic HBV infection and ten healthy individuals were analyzed using the high-throughput culturomics approach and compared to 16S rRNA sequencing. Quantification of ethanol, known for its damaging effect on the liver, produced from bacterial strains enriched in chronic HBV was carried out by gas chromatography-mass spectrometry. RESULTS Using culturomics, 29,120 isolated colonies were analyzed by Matrix-Assisted Laser Desorption/Ionization Mass Spectrometry (MALDI-TOF); 340 species were identified (240 species in chronic HBV samples, 254 species in control samples) belonging to 169 genera and 6 phyla. In the chronic HBV group, 65 species were already known in the literature; 48 were associated with humans but had not been previously found in the gut, and 17 had never been associated with humans previously. Six species were newly isolated in our study. By comparing bacterial species frequency, three bacterial genera were serendipitously found with significantly enriched bacterial diversity in patients with chronic HBV: Enterocloster, Clostridium, and Streptococcus (p = 0.0016, p = 0.041, p = 0.053, respectively). However, metagenomics could not identify this enrichment, possibly concerning its insufficient taxonomical resolution (equivocal assignment of operational taxonomic units). At the species level, the significantly enriched species in the chronic HBV group almost all belonged to class Clostridia, such as Clostridium perfringens, Clostridium sporogenes, Enterocloster aldenensis, Enterocloster bolteae, Enterocloster clostridioformis, and Clostridium innocuum. Two E. bolteae strains, isolated from two patients with chronic HBV infection, showed high ethanol production (27 and 200 mM). CONCLUSIONS Culturomics allowed us to identify Enterocloster species, specifically, E. bolteae, enriched in the gut microbiota of patients with chronic HBV. These species had never been isolated in chronic HBV infection before. Moreover, ethanol production by E. bolteae strains isolated from the chronic HBV group could contribute to liver disease progression. Additionally, culturomics might be critical for better elucidating the relationship between dysbiosis and chronic HBV infection in the future.
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Affiliation(s)
- Reham Magdy Wasfy
- IHU Méditerranée Infection, 13005 Marseille, France (M.T.A.); (C.A.)
- MEPHI, IRD, Aix-Marseille Université, 13005 Marseille, France
| | - Babacar Mbaye
- IHU Méditerranée Infection, 13005 Marseille, France (M.T.A.); (C.A.)
- MEPHI, IRD, Aix-Marseille Université, 13005 Marseille, France
| | - Patrick Borentain
- Unité Hépatologie, Hôpital de la Timone, APHM, 13005 Marseille, France;
- Assistance Publique-Hôpitaux de Marseille (APHM), 13005 Marseille, France
| | - Maryam Tidjani Alou
- IHU Méditerranée Infection, 13005 Marseille, France (M.T.A.); (C.A.)
- MEPHI, IRD, Aix-Marseille Université, 13005 Marseille, France
| | - Maria Leticia Murillo Ruiz
- IHU Méditerranée Infection, 13005 Marseille, France (M.T.A.); (C.A.)
- MEPHI, IRD, Aix-Marseille Université, 13005 Marseille, France
| | - Aurelia Caputo
- IHU Méditerranée Infection, 13005 Marseille, France (M.T.A.); (C.A.)
- Assistance Publique-Hôpitaux de Marseille (APHM), 13005 Marseille, France
| | - Claudia Andrieu
- IHU Méditerranée Infection, 13005 Marseille, France (M.T.A.); (C.A.)
- Assistance Publique-Hôpitaux de Marseille (APHM), 13005 Marseille, France
| | - Nicholas Armstrong
- IHU Méditerranée Infection, 13005 Marseille, France (M.T.A.); (C.A.)
- Assistance Publique-Hôpitaux de Marseille (APHM), 13005 Marseille, France
| | - Matthieu Million
- IHU Méditerranée Infection, 13005 Marseille, France (M.T.A.); (C.A.)
- MEPHI, IRD, Aix-Marseille Université, 13005 Marseille, France
- Assistance Publique-Hôpitaux de Marseille (APHM), 13005 Marseille, France
| | - Rene Gerolami
- IHU Méditerranée Infection, 13005 Marseille, France (M.T.A.); (C.A.)
- MEPHI, IRD, Aix-Marseille Université, 13005 Marseille, France
- Unité Hépatologie, Hôpital de la Timone, APHM, 13005 Marseille, France;
- Assistance Publique-Hôpitaux de Marseille (APHM), 13005 Marseille, France
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Gand M, Bloemen B, Vanneste K, Roosens NHC, De Keersmaecker SCJ. Comparison of 6 DNA extraction methods for isolation of high yield of high molecular weight DNA suitable for shotgun metagenomics Nanopore sequencing to detect bacteria. BMC Genomics 2023; 24:438. [PMID: 37537550 PMCID: PMC10401787 DOI: 10.1186/s12864-023-09537-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Accepted: 07/27/2023] [Indexed: 08/05/2023] Open
Abstract
BACKGROUND Oxford Nanopore Technologies (ONT) offers an accessible platform for long-read sequencing, which improves the reconstruction of genomes and helps to resolve complex genomic contexts, especially in the case of metagenome analysis. To take the best advantage of long-read sequencing, DNA extraction methods must be able to isolate pure high molecular weight (HMW) DNA from complex metagenomics samples, without introducing any bias. New methods released on the market, and protocols developed at the research level, were specifically designed for this application and need to be assessed. RESULTS In this study, with different bacterial cocktail mixes, analyzed as pure or spiked in a synthetic fecal matrix, we evaluated the performances of 6 DNA extraction methods using various cells lysis and purification techniques, from quick and easy, to more time-consuming and gentle protocols, including a portable method for on-site application. In addition to the comparison of the quality, quantity and purity of the extracted DNA, the performance obtained when doing Nanopore sequencing on a MinION flow cell was also tested. From the obtained results, the Quick-DNA HMW MagBead Kit (Zymo Research) was selected as producing the best yield of pure HMW DNA. Furthermore, this kit allowed an accurate detection, by Nanopore sequencing, of almost all the bacterial species present in a complex mock community. CONCLUSION Amongst the 6 tested methods, the Quick-DNA HMW MagBead Kit (Zymo Research) was considered as the most suitable for Nanopore sequencing and would be recommended for bacterial metagenomics studies using this technology.
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Affiliation(s)
- Mathieu Gand
- Transversal Activities in Applied Genomics, Sciensano, Rue Juliette Wytsman 14, 1050, Brussels, Belgium
| | - Bram Bloemen
- Transversal Activities in Applied Genomics, Sciensano, Rue Juliette Wytsman 14, 1050, Brussels, Belgium
| | - Kevin Vanneste
- Transversal Activities in Applied Genomics, Sciensano, Rue Juliette Wytsman 14, 1050, Brussels, Belgium
| | - Nancy H C Roosens
- Transversal Activities in Applied Genomics, Sciensano, Rue Juliette Wytsman 14, 1050, Brussels, Belgium
| | - Sigrid C J De Keersmaecker
- Transversal Activities in Applied Genomics, Sciensano, Rue Juliette Wytsman 14, 1050, Brussels, Belgium.
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Le Naour J, Montégut L, Pan Y, Scuderi SA, Cordier P, Joseph A, Sauvat A, Iebba V, Paillet J, Ferrere G, Brechard L, Mulot C, Dubourg G, Zitvogel L, Pol JG, Vacchelli E, Puig PL, Kroemer G. Formyl peptide receptor-1 (FPR1) represses intestinal oncogenesis. Oncoimmunology 2023; 12:2237354. [PMID: 37492227 PMCID: PMC10364666 DOI: 10.1080/2162402x.2023.2237354] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Revised: 07/11/2023] [Accepted: 07/12/2023] [Indexed: 07/27/2023] Open
Abstract
Formyl peptide receptor-1 (FPR1) is a pattern recognition receptor that is mostly expressed by myeloid cells. In patients with colorectal cancer (CRC), a loss-of-function polymorphism (rs867228) in the gene coding for FPR1 has been associated with reduced responses to chemotherapy or chemoradiotherapy. Moreover, rs867228 is associated with accelerated esophageal and colorectal carcinogenesis. Here, we show that dendritic cells from Fpr1-/- mice exhibit reduced migration in response to chemotherapy-treated CRC cells. Moreover, Fpr1-/- mice are particularly susceptible to chronic ulcerative colitis and colorectal oncogenesis induced by the mutagen azoxymethane followed by oral dextran sodium sulfate, a detergent that induces colitis. These experiments were performed after initial co-housing of Fpr1-/- mice and wild-type controls, precluding major Fpr1-driven differences in the microbiota. Pharmacological inhibition of Fpr1 by cyclosporin H also tended to increase intestinal oncogenesis in mice bearing the ApcMin mutation, and this effect was reversed by the anti-inflammatory drug sulindac. We conclude that defective FPR1 signaling favors intestinal tumorigenesis through the modulation of the innate inflammatory/immune response.
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Affiliation(s)
- Julie Le Naour
- Centre de Recherche des Cordeliers, Equipe Labellisée Par la Ligue Contre le Cancer, Université Paris Cité, Sorbonne Université, Inserm U1138, Institut Universitaire de France, Paris, France
- Metabolomics and Cell Biology Platforms, Villejuif, France
- Faculty of Medicine Kremlin Bicêtre, Université Paris Saclay, Le Kremlin Bicêtre, France
| | - Léa Montégut
- Centre de Recherche des Cordeliers, Equipe Labellisée Par la Ligue Contre le Cancer, Université Paris Cité, Sorbonne Université, Inserm U1138, Institut Universitaire de France, Paris, France
- Metabolomics and Cell Biology Platforms, Villejuif, France
- Faculty of Medicine Kremlin Bicêtre, Université Paris Saclay, Le Kremlin Bicêtre, France
| | - Yuhong Pan
- Centre de Recherche des Cordeliers, Equipe Labellisée Par la Ligue Contre le Cancer, Université Paris Cité, Sorbonne Université, Inserm U1138, Institut Universitaire de France, Paris, France
- Metabolomics and Cell Biology Platforms, Villejuif, France
- Institute of Preventive Veterinary Medicine, Sichuan Agricultural University, Chengdu, Sichuan, China
| | - Sarah Adriana Scuderi
- Centre de Recherche des Cordeliers, Equipe Labellisée Par la Ligue Contre le Cancer, Université Paris Cité, Sorbonne Université, Inserm U1138, Institut Universitaire de France, Paris, France
- Metabolomics and Cell Biology Platforms, Villejuif, France
- Department of Chemical, Biological, Pharmaceutical and Environmental Sciences, University of Messina, Messina, Italy
| | - Pierre Cordier
- Laboratory of Proliferation, Stress and Liver Physiopathology, Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université Paris Cité, Paris, France
| | - Adrien Joseph
- Centre de Recherche des Cordeliers, Equipe Labellisée Par la Ligue Contre le Cancer, Université Paris Cité, Sorbonne Université, Inserm U1138, Institut Universitaire de France, Paris, France
- Metabolomics and Cell Biology Platforms, Villejuif, France
- Faculty of Medicine Kremlin Bicêtre, Université Paris Saclay, Le Kremlin Bicêtre, France
| | - Allan Sauvat
- Centre de Recherche des Cordeliers, Equipe Labellisée Par la Ligue Contre le Cancer, Université Paris Cité, Sorbonne Université, Inserm U1138, Institut Universitaire de France, Paris, France
- Metabolomics and Cell Biology Platforms, Villejuif, France
| | - Valerio Iebba
- Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy
| | - Juliette Paillet
- Centre de Recherche des Cordeliers, Equipe Labellisée Par la Ligue Contre le Cancer, Université Paris Cité, Sorbonne Université, Inserm U1138, Institut Universitaire de France, Paris, France
- Metabolomics and Cell Biology Platforms, Villejuif, France
- Faculty of Medicine Kremlin Bicêtre, Université Paris Saclay, Le Kremlin Bicêtre, France
| | - Gladys Ferrere
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015 and Equipe Labellisée–Ligue Nationale Contre le Cancer, Villejuif, France
| | - Ludivine Brechard
- Aix Marseille Univ, IRD, AP-HM, MEPHI, IHU Méditerranée Infection, Marseille, France
| | - Claire Mulot
- Centre de Recherche des Cordeliers, Equipe Labélisée Ligue Contre le Cancer, Sorbonne Université, Université Paris Cité, INSERM, Paris, France
| | - Grégory Dubourg
- Aix Marseille Univ, IRD, AP-HM, MEPHI, IHU Méditerranée Infection, Marseille, France
| | - Laurence Zitvogel
- Faculty of Medicine Kremlin Bicêtre, Université Paris Saclay, Le Kremlin Bicêtre, France
- Center of Clinical Investigations BIOTHERIS, INSERM CIC1428, Gustave Roussy, Villejuif, France
- Institut National de la Santé Et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
- Gustave Roussy Cancer Center, Villejuif, France
| | - Jonathan G. Pol
- Centre de Recherche des Cordeliers, Equipe Labellisée Par la Ligue Contre le Cancer, Université Paris Cité, Sorbonne Université, Inserm U1138, Institut Universitaire de France, Paris, France
- Metabolomics and Cell Biology Platforms, Villejuif, France
| | - Erika Vacchelli
- Centre de Recherche des Cordeliers, Equipe Labellisée Par la Ligue Contre le Cancer, Université Paris Cité, Sorbonne Université, Inserm U1138, Institut Universitaire de France, Paris, France
- Metabolomics and Cell Biology Platforms, Villejuif, France
| | - Pierre-Laurent Puig
- Centre de Recherche des Cordeliers, Equipe Labélisée Ligue Contre le Cancer, Sorbonne Université, Université Paris Cité, INSERM, Paris, France
- Institut du Cancer Paris CARPEM, APHP. Hôpital Européen Georges Pompidou, AP-HP, Paris, France
| | - Guido Kroemer
- Centre de Recherche des Cordeliers, Equipe Labellisée Par la Ligue Contre le Cancer, Université Paris Cité, Sorbonne Université, Inserm U1138, Institut Universitaire de France, Paris, France
- Metabolomics and Cell Biology Platforms, Villejuif, France
- Institut du Cancer Paris CARPEM, APHP. Hôpital Européen Georges Pompidou, AP-HP, Paris, France
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Hidalgo-Villeda F, Million M, Defoort C, Vannier T, Svilar L, Lagier M, Wagner C, Arroyo-Portilla C, Chasson L, Luciani C, Bossi V, Gorvel JP, Lelouard H, Tomas J. Prolonged dysbiosis and altered immunity under nutritional intervention in a physiological mouse model of severe acute malnutrition. iScience 2023; 26:106910. [PMID: 37378323 PMCID: PMC10291336 DOI: 10.1016/j.isci.2023.106910] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 04/03/2023] [Accepted: 05/12/2023] [Indexed: 06/29/2023] Open
Abstract
Severe acute malnutrition (SAM) is a multifactorial disease affecting millions of children worldwide. It is associated with changes in intestinal physiology, microbiota, and mucosal immunity, emphasizing the need for multidisciplinary studies to unravel its full pathogenesis. We established an experimental model in which weanling mice fed a high-deficiency diet mimic key anthropometric and physiological features of SAM in children. This diet alters the intestinal microbiota (less segmented filamentous bacteria, spatial proximity to epithelium), metabolism (decreased butyrate), and immune cell populations (depletion of LysoDC in Peyer's patches and intestinal Th17 cells). A nutritional intervention leads to a fast zoometric and intestinal physiology recovery but to an incomplete restoration of the intestinal microbiota, metabolism, and immune system. Altogether, we provide a preclinical model of SAM and have identified key markers to target with future interventions during the education of the immune system to improve SAM whole defects.
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Affiliation(s)
- Fanny Hidalgo-Villeda
- Aix Marseille University, CNRS, INSERM, CIML, Turing Centre for Living Systems, Marseille, France
- Escuela de Microbiología, Facultad de Ciencias, Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras
- IHU-Méditerranée Infection, Marseille, France
| | - Matthieu Million
- IHU-Méditerranée Infection, Marseille, France
- Ap-HM, Marseille, France
| | - Catherine Defoort
- C2VN, INRA, INSERM, Aix Marseille University, CriBioM, Marseille, France
| | - Thomas Vannier
- Aix Marseille University, CNRS, INSERM, CIML, Turing Centre for Living Systems, Marseille, France
| | - Ljubica Svilar
- C2VN, INRA, INSERM, Aix Marseille University, CriBioM, Marseille, France
| | - Margaux Lagier
- Aix Marseille University, CNRS, INSERM, CIML, Turing Centre for Living Systems, Marseille, France
| | - Camille Wagner
- Aix Marseille University, CNRS, INSERM, CIML, Turing Centre for Living Systems, Marseille, France
| | - Cynthia Arroyo-Portilla
- Aix Marseille University, CNRS, INSERM, CIML, Turing Centre for Living Systems, Marseille, France
- Facultad de Microbiología, Universidad de Costa Rica, San José, Costa Rica
| | - Lionel Chasson
- Aix Marseille University, CNRS, INSERM, CIML, Turing Centre for Living Systems, Marseille, France
| | - Cécilia Luciani
- Aix Marseille University, CNRS, INSERM, CIML, Turing Centre for Living Systems, Marseille, France
| | | | - Jean-Pierre Gorvel
- Aix Marseille University, CNRS, INSERM, CIML, Turing Centre for Living Systems, Marseille, France
| | - Hugues Lelouard
- Aix Marseille University, CNRS, INSERM, CIML, Turing Centre for Living Systems, Marseille, France
| | - Julie Tomas
- Aix Marseille University, CNRS, INSERM, CIML, Turing Centre for Living Systems, Marseille, France
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Khelaifia S, Virginie P, Belkacemi S, Tassery H, Terrer E, Aboudharam G. Culturing the Human Oral Microbiota, Updating Methodologies and Cultivation Techniques. Microorganisms 2023; 11:microorganisms11040836. [PMID: 37110259 PMCID: PMC10143722 DOI: 10.3390/microorganisms11040836] [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: 01/24/2023] [Revised: 03/16/2023] [Accepted: 03/23/2023] [Indexed: 04/29/2023] Open
Abstract
Recent years have been marked by a paradigm shift in the study of the human microbiota, with a re-emergence of culture-dependent approaches. Numerous studies have been devoted to the human microbiota, while studies on the oral microbiota still remain limited. Indeed, various techniques described in the literature may enable an exhaustive study of the microbial composition of a complex ecosystem. In this article, we report different methodologies and culture media described in the literature that can be applied to study the oral microbiota by culture. We report on specific methodologies for targeted culture and specific culture techniques and selection methodologies for cultivating members of the three kingdoms of life commonly found in the human oral cavity, namely, eukaryota, bacteria and archaea. This bibliographic review aims to bring together the various techniques described in the literature, enabling a comprehensive study of the oral microbiota in order to demonstrate its involvement in oral health and diseases.
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Affiliation(s)
- Saber Khelaifia
- Institut Hospitalo-Universitaire Méditerranée-Infection, Aix-Marseille Univ, IRD, MEPHI, AP-HM, 19-21 Boulevard Jean Moulin, 13385 Marseille CEDEX 05, France
- Ecole de Médecine Dentaire, 27 Boulevard Jean Moulin, 13385 Marseille CEDEX 05, France
| | - Pilliol Virginie
- Institut Hospitalo-Universitaire Méditerranée-Infection, Aix-Marseille Univ, IRD, MEPHI, AP-HM, 19-21 Boulevard Jean Moulin, 13385 Marseille CEDEX 05, France
- Ecole de Médecine Dentaire, 27 Boulevard Jean Moulin, 13385 Marseille CEDEX 05, France
| | - Souad Belkacemi
- Institut Hospitalo-Universitaire Méditerranée-Infection, Aix-Marseille Univ, IRD, MEPHI, AP-HM, 19-21 Boulevard Jean Moulin, 13385 Marseille CEDEX 05, France
| | - Herve Tassery
- Ecole de Médecine Dentaire, 27 Boulevard Jean Moulin, 13385 Marseille CEDEX 05, France
| | - Elodie Terrer
- Institut Hospitalo-Universitaire Méditerranée-Infection, Aix-Marseille Univ, IRD, MEPHI, AP-HM, 19-21 Boulevard Jean Moulin, 13385 Marseille CEDEX 05, France
- Ecole de Médecine Dentaire, 27 Boulevard Jean Moulin, 13385 Marseille CEDEX 05, France
| | - Gérard Aboudharam
- Institut Hospitalo-Universitaire Méditerranée-Infection, Aix-Marseille Univ, IRD, MEPHI, AP-HM, 19-21 Boulevard Jean Moulin, 13385 Marseille CEDEX 05, France
- Ecole de Médecine Dentaire, 27 Boulevard Jean Moulin, 13385 Marseille CEDEX 05, France
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González-Plaza JJ, Furlan C, Rijavec T, Lapanje A, Barros R, Tamayo-Ramos JA, Suarez-Diez M. Advances in experimental and computational methodologies for the study of microbial-surface interactions at different omics levels. Front Microbiol 2022; 13:1006946. [PMID: 36519168 PMCID: PMC9744117 DOI: 10.3389/fmicb.2022.1006946] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 11/02/2022] [Indexed: 08/31/2023] Open
Abstract
The study of the biological response of microbial cells interacting with natural and synthetic interfaces has acquired a new dimension with the development and constant progress of advanced omics technologies. New methods allow the isolation and analysis of nucleic acids, proteins and metabolites from complex samples, of interest in diverse research areas, such as materials sciences, biomedical sciences, forensic sciences, biotechnology and archeology, among others. The study of the bacterial recognition and response to surface contact or the diagnosis and evolution of ancient pathogens contained in archeological tissues require, in many cases, the availability of specialized methods and tools. The current review describes advances in in vitro and in silico approaches to tackle existing challenges (e.g., low-quality sample, low amount, presence of inhibitors, chelators, etc.) in the isolation of high-quality samples and in the analysis of microbial cells at genomic, transcriptomic, proteomic and metabolomic levels, when present in complex interfaces. From the experimental point of view, tailored manual and automatized methodologies, commercial and in-house developed protocols, are described. The computational level focuses on the discussion of novel tools and approaches designed to solve associated issues, such as sample contamination, low quality reads, low coverage, etc. Finally, approaches to obtain a systems level understanding of these complex interactions by integrating multi omics datasets are presented.
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Affiliation(s)
- Juan José González-Plaza
- International Research Centre in Critical Raw Materials-ICCRAM, University of Burgos, Burgos, Spain
| | - Cristina Furlan
- Laboratory of Systems and Synthetic Biology, Wageningen University and Research, Wageningen, Netherlands
| | - Tomaž Rijavec
- Department of Environmental Sciences, Jožef Stefan Institute, Ljubljana, Slovenia
| | - Aleš Lapanje
- Department of Environmental Sciences, Jožef Stefan Institute, Ljubljana, Slovenia
| | - Rocío Barros
- International Research Centre in Critical Raw Materials-ICCRAM, University of Burgos, Burgos, Spain
| | | | - Maria Suarez-Diez
- Laboratory of Systems and Synthetic Biology, Wageningen University and Research, Wageningen, Netherlands
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8
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Tchoupou Saha OLF, Dubourg G, Yacouba A, Bossi V, Raoult D, Lagier JC. Profile of the Nasopharyngeal Microbiota Affecting the Clinical Course in COVID-19 Patients. Front Microbiol 2022; 13:871627. [PMID: 35655997 PMCID: PMC9152678 DOI: 10.3389/fmicb.2022.871627] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 04/11/2022] [Indexed: 11/13/2022] Open
Abstract
While populations at risk for severe SARS-CoV-2 infections have been clearly identified, susceptibility to the infection and its clinical course remain unpredictable. As the nasopharyngeal microbiota may promote the acquisition of several respiratory infections and have an impact on the evolution of their outcome, we studied the nasopharyngeal microbiota of COVID-19 patients in association with baseline disease-related clinical features compared to that of patients tested negative. We retrospectively analyzed 120 nasopharyngeal pseudonymized samples, obtained for diagnosis, divided into groups (infected patients with a favorable outcome, asymptomatic, and deceased patients) and patients tested negative for SARS-CoV-2, by using Illumina-16S ribosomal ribonucleic acid (rRNA) sequencing and specific polymerase chain reaction (PCR) targeting pathogens. We first found a depletion of anaerobes among COVID-19 patients, irrespective of the clinical presentation of the infection (p < 0.029). We detected 9 taxa discriminating patients tested positive for SARS-CoV-2 from those that were negative including Corynebacterium propinquum/pseudodiphtericum (p ≤ 0.05), Moraxella catarrhalis (p ≤ 0.05), Bacillus massiliamazoniensis (p ≤ 0.01), Anaerobacillus alkalidiazotrophicus (p ≤ 0.05), Staphylococcus capitis subsp. capitis (p ≤ 0.001), and Afipia birgiae (p ≤ 0.001) with 16S rRNA sequencing, and Streptococcus pneumoniae (p ≤ 0.01), Klebsiella pneumoniae (p ≤ 0.01), and Enterococcus faecalis (p ≤ 0.05) using real-time PCR. By designing a specific real-time PCR, we also demonstrated that C. propinquum is decreased in asymptomatic individuals compared to other SARS-CoV 2 positive patients. These findings indicate that the nasopharyngeal microbiota as in any respiratory infection plays a role in the clinical course of the disease. Further studies are needed to elucidate the potential role in the clinical course of the disease of M. catarrhalis, Corynebacterium accolens, and more specifically Corynebacterium propinquum/diphteriticum in order to include them as predictors of the severity of COVID-19.
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Affiliation(s)
- Ornella la Fortune Tchoupou Saha
- Aix-Marseille Université, Institut de Recherche pour le Développement (IRD), Assistance Publique - Hôpitaux de Marseille (AP-HM), Microbes Evolution Phylogeny and Infections (MEPHI), Marseille, France.,IHU Méditerranée Infection, Marseille, France
| | - Grégory Dubourg
- Aix-Marseille Université, Institut de Recherche pour le Développement (IRD), Assistance Publique - Hôpitaux de Marseille (AP-HM), Microbes Evolution Phylogeny and Infections (MEPHI), Marseille, France.,IHU Méditerranée Infection, Marseille, France
| | - Abdourahamane Yacouba
- Aix-Marseille Université, Institut de Recherche pour le Développement (IRD), Assistance Publique - Hôpitaux de Marseille (AP-HM), Microbes Evolution Phylogeny and Infections (MEPHI), Marseille, France.,IHU Méditerranée Infection, Marseille, France
| | | | - Didier Raoult
- Aix-Marseille Université, Institut de Recherche pour le Développement (IRD), Assistance Publique - Hôpitaux de Marseille (AP-HM), Microbes Evolution Phylogeny and Infections (MEPHI), Marseille, France.,IHU Méditerranée Infection, Marseille, France
| | - Jean-Christophe Lagier
- Aix-Marseille Université, Institut de Recherche pour le Développement (IRD), Assistance Publique - Hôpitaux de Marseille (AP-HM), Microbes Evolution Phylogeny and Infections (MEPHI), Marseille, France.,IHU Méditerranée Infection, Marseille, France
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9
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Su W, Du Y, Lian F, Wu H, Zhang X, Yang W, Duan Y, Pan Y, Liu W, Wu A, Zhao B, Wu C, Wu S. Standards for Collection, Preservation, and Transportation of Fecal Samples in TCM Clinical Trials. Front Cell Infect Microbiol 2022; 12:783682. [PMID: 35521221 PMCID: PMC9065286 DOI: 10.3389/fcimb.2022.783682] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Accepted: 03/28/2022] [Indexed: 12/21/2022] Open
Abstract
Background Unlike chemical drugs with a single or a few kinds of active compounds, traditional Chinese medicines (TCMs)uses herbal formulas composed of numerous kinds of chemical constituents. Therefore, TCM clinical trials require unique and stricter standards for collecting, preserving, and transporting fecal samples than those used for chemical drugs. Unfortunately, there are no special standards for processing fecal samples in TCM clinical trials. Methods We invited interdisciplinary experts within TCM clinical trials and gut microbiome research to help formulate this standard. After more than a year's in-depth discussion and amendments, we achieved a standard via expert interviews, literature research, questionnaire surveys, and public opinion solicitation. This standard has been reviewed and approved by the Standards Office of China of the Association of Chinese medicine. Results We established a sample information processing method prior to TCM clinical sample collection, which is adapted to the unique features of TCM. The method formulates detailed processing requirements for TCM information in addition to the factors that may disturb the gut microbiome. We also constructed a set of methods for collecting, preserving, and transporting fecal samples that meet the characteristics of TCM. These methods formulate detailed operating specifications on the collection approaches, storage conditions, transportation requirements, and management of fecal samples. Conclusions This standard guides the information processing prior to sample collection and the standard operating procedures for the collection, preservation, and transportation of fecal samples in TCM clinical trials, which also can be used as a reference by clinicians and researchers in modern medicines.
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Affiliation(s)
- Wenquan Su
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Yawei Du
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Fengmei Lian
- Department of Endocrinology, Guang’anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Hui Wu
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Xinrong Zhang
- Fangshan Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Wenli Yang
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Yunfeng Duan
- Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Yuanming Pan
- The 7th Medical Center, Chinese People’s Liberation Army General Hospital, Beijing, China
| | - Weijng Liu
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Aiming Wu
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Bowen Zhao
- Beijing QuantiHealth Technology Co, Ltd, Beijing, China
| | - Chongming Wu
- School of Chinese Materia Medica, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Shengxian Wu
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
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10
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Bellali S, Lagier JC, Million M, Anani H, Haddad G, Francis R, Kuete Yimagou E, Khelaifia S, Levasseur A, Raoult D, Bou Khalil J. Running after ghosts: are dead bacteria the dark matter of the human gut microbiota? Gut Microbes 2022; 13:1-12. [PMID: 33757378 PMCID: PMC7993147 DOI: 10.1080/19490976.2021.1897208] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [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
The human gut microbiota has been explored by a wide range of culture-dependent and culture-independent methods, revealing that many microbes remain uncharacterized and uncultured. In this work, we aimed to confirm the hypothesis that some of the species present in the human gut microbiota remain uncultured not because of culture limitations, but because all members of such species are dead before reaching the end of the gastro-intestinal tract.We evaluate this phenomenon by studying the microbial viability and culturability of the human gut microbiota from the fresh fecal materials of eight healthy adults. For the first time, we applied fluorescence-activated cell sorting (FACS) combined with 16S metagenomics analysis and microbial culturomics.We identified a total of 1,020 bacterial OTUs and 495 bacterial isolates through metagenomics and culturomics, respectively. Among the FACS metagenomics results, only 735 bacterial OTUs were alive, comprising on average 42% of known species and 87% of relative abundance per individual. The remaining uncultured bacteria were rare, dead, or injured.Our strategy allowed us to shed light on the dark matter of the human gut microbiota and revealed that both metagenomics and culturomics approaches are needed for greater insight into the diversity and richness of bacteria in the human gut microbiota. Further work on culture is needed to enhance the repertoire of cultured gut bacteria by targeting low abundance bacteria and optimizing anaerobic sample conditioning and processing to preserve the viability of bacteria.
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Affiliation(s)
| | - Jean-Christophe Lagier
- IHU Méditerranée Infection, Marseille, France,Aix-Marseille Université, IRD, MEPHI, Marseille, France, Marseille, France
| | - Matthieu Million
- IHU Méditerranée Infection, Marseille, France,Aix-Marseille Université, IRD, MEPHI, Marseille, France, Marseille, France
| | | | - Gabriel Haddad
- IHU Méditerranée Infection, Marseille, France,Aix-Marseille Université, IRD, MEPHI, Marseille, France, Marseille, France
| | - Rania Francis
- IHU Méditerranée Infection, Marseille, France,Aix-Marseille Université, IRD, MEPHI, Marseille, France, Marseille, France
| | | | | | - Anthony Levasseur
- IHU Méditerranée Infection, Marseille, France,Aix-Marseille Université, IRD, MEPHI, Marseille, France, Marseille, France
| | - Didier Raoult
- IHU Méditerranée Infection, Marseille, France,CONTACT Didier Raoult
| | - Jacques Bou Khalil
- IHU Méditerranée Infection, Marseille, France,Jacques Bou Khalil IHU - Méditerranée Infection, 19-21 Boulevard Jean Moulin, Marseille 13005, France
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11
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Yonekura S, Terrisse S, Alves Costa Silva C, Lafarge A, Iebba V, Ferrere G, Goubet AG, Fahrner JE, Lahmar I, Ueda K, Mansouri G, Pizzato E, Ly P, Mazzenga M, Thelemaque C, Fidelle M, Jaulin F, Cartry J, Deloger M, Aglave M, Droin N, Opolon P, Puget A, Mann F, Neunlist M, Bessard A, Aymeric L, Matysiak-Budnik T, Bosq J, Hofman P, Duong CPM, Ugolini S, Quiniou V, Berrard S, Ryffel B, Kepp O, Kroemer G, Routy B, Lordello L, Bani MA, Segata N, Yousef Yengej F, Clevers H, Scoazec JY, Pasolli E, Derosa L, Zitvogel L. Cancer induces a stress ileopathy depending on B-adrenergic receptors and promoting dysbiosis that contribute to carcinogenesis. Cancer Discov 2021; 12:1128-1151. [DOI: 10.1158/2159-8290.cd-21-0999] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2021] [Revised: 11/08/2021] [Accepted: 12/15/2021] [Indexed: 11/16/2022]
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12
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Javelle E, Mayet A, Million M, Levasseur A, Allodji RS, Marimoutou C, Lavagna C, Desplans J, Fournier PE, Raoult D, Texier G. Gut Microbiota in Military International Travelers with Doxycycline Malaria Prophylaxis: Towards the Risk of a Simpson Paradox in the Human Microbiome Field. Pathogens 2021; 10:pathogens10081063. [PMID: 34451527 PMCID: PMC8400693 DOI: 10.3390/pathogens10081063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 08/13/2021] [Accepted: 08/19/2021] [Indexed: 11/16/2022] Open
Abstract
Dysbiosis, developed upon antibiotic administration, results in loss of diversity and shifts in the abundance of gut microbes. Doxycycline is a tetracycline antibiotic widely used for malaria prophylaxis in travelers. We prospectively studied changes in the fecal microbiota of 15 French soldiers after a 4-month mission to Mali with doxycycline malaria prophylaxis, compared to changes in the microbiota of 28 soldiers deployed to Iraq and Lebanon without doxycycline. Stool samples were collected with clinical data before and after missions, and 16S rRNA sequenced on MiSeq targeting the V3-V4 region. Doxycycline exposure resulted in increased alpha-biodiversity and no significant beta-dissimilarities. It led to expansion in Bacteroides, with a reduction in Bifidobacterium and Lactobacillus, as in the group deployed without doxycycline. Doxycycline did not alter the community structure and was specifically associated with a reduction in Escherichia and expression of Rothia. Differences in the microbiota existed at baseline between military units but not within the studied groups. This group-effect highlighted the risk of a Simpson paradox in microbiome studies.
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Affiliation(s)
- Emilie Javelle
- Laveran Military Teaching Hospital, Boulevard Alphonse Laveran, 13013 Marseille, France
- IRD, AP-HM, SSA, VITROME, Aix Marseille University, 13000 Marseille, France; (P.E.F.); (G.T.)
- IHU-Méditerranée Infection, 19–21 Boulevard Alphonse Laveran, 13013 Marseille, France; (M.M.); (A.L.); (D.R.)
- Correspondence: ; Tel.: +33-(0)6-32-41-99-03; Fax: +33-(0)4-13-73-24-02
| | - Aurélie Mayet
- Centre d’Epidémiologie et de Santé Publique des Armées (CESPA), 13014 Marseille, France; (A.M.); (C.M.); (C.L.); (J.D.)
- INSERM, IRD, SESSTIM, Sciences Economiques & Sociales de la Santé & Traitement de l’Information Médicale, Aix Marseille University, 13000 Marseille, France
| | - Matthieu Million
- IHU-Méditerranée Infection, 19–21 Boulevard Alphonse Laveran, 13013 Marseille, France; (M.M.); (A.L.); (D.R.)
- IRD, AP-HM, SSA, MEPHI, Aix Marseille University, 13000 Marseille, France
| | - Anthony Levasseur
- IHU-Méditerranée Infection, 19–21 Boulevard Alphonse Laveran, 13013 Marseille, France; (M.M.); (A.L.); (D.R.)
- Centre d’Epidémiologie et de Santé Publique des Armées (CESPA), 13014 Marseille, France; (A.M.); (C.M.); (C.L.); (J.D.)
- IRD, AP-HM, SSA, MEPHI, Aix Marseille University, 13000 Marseille, France
| | - Rodrigue S. Allodji
- Radiation Epidemiology Team, CESP, Inserm U1018, 94800 Villejuif, France;
- Université Paris-Saclay, UVSQ, Inserm, CESP, 94807 Villejuif, France
- Department of Research, Gustave Roussy, 94800 Villejuif, France
| | - Catherine Marimoutou
- Centre d’Epidémiologie et de Santé Publique des Armées (CESPA), 13014 Marseille, France; (A.M.); (C.M.); (C.L.); (J.D.)
- INSERM, IRD, SESSTIM, Sciences Economiques & Sociales de la Santé & Traitement de l’Information Médicale, Aix Marseille University, 13000 Marseille, France
- CIC Inserm 1410, CHU de La Réunion, 97400 La Réunion, France
| | - Chrystel Lavagna
- Centre d’Epidémiologie et de Santé Publique des Armées (CESPA), 13014 Marseille, France; (A.M.); (C.M.); (C.L.); (J.D.)
| | - Jérôme Desplans
- Centre d’Epidémiologie et de Santé Publique des Armées (CESPA), 13014 Marseille, France; (A.M.); (C.M.); (C.L.); (J.D.)
| | - Pierre Edouard Fournier
- IRD, AP-HM, SSA, VITROME, Aix Marseille University, 13000 Marseille, France; (P.E.F.); (G.T.)
- IHU-Méditerranée Infection, 19–21 Boulevard Alphonse Laveran, 13013 Marseille, France; (M.M.); (A.L.); (D.R.)
| | - Didier Raoult
- IHU-Méditerranée Infection, 19–21 Boulevard Alphonse Laveran, 13013 Marseille, France; (M.M.); (A.L.); (D.R.)
- IRD, AP-HM, SSA, MEPHI, Aix Marseille University, 13000 Marseille, France
| | - Gaëtan Texier
- IRD, AP-HM, SSA, VITROME, Aix Marseille University, 13000 Marseille, France; (P.E.F.); (G.T.)
- Centre d’Epidémiologie et de Santé Publique des Armées (CESPA), 13014 Marseille, France; (A.M.); (C.M.); (C.L.); (J.D.)
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13
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Andrews MC, Duong CPM, Gopalakrishnan V, Iebba V, Chen WS, Derosa L, Khan MAW, Cogdill AP, White MG, Wong MC, Ferrere G, Fluckiger A, Roberti MP, Opolon P, Alou MT, Yonekura S, Roh W, Spencer CN, Curbelo IF, Vence L, Reuben A, Johnson S, Arora R, Morad G, Lastrapes M, Baruch EN, Little L, Gumbs C, Cooper ZA, Prieto PA, Wani K, Lazar AJ, Tetzlaff MT, Hudgens CW, Callahan MK, Adamow M, Postow MA, Ariyan CE, Gaudreau PO, Nezi L, Raoult D, Mihalcioiu C, Elkrief A, Pezo RC, Haydu LE, Simon JM, Tawbi HA, McQuade J, Hwu P, Hwu WJ, Amaria RN, Burton EM, Woodman SE, Watowich S, Diab A, Patel SP, Glitza IC, Wong MK, Zhao L, Zhang J, Ajami NJ, Petrosino J, Jenq RR, Davies MA, Gershenwald JE, Futreal PA, Sharma P, Allison JP, Routy B, Zitvogel L, Wargo JA. Gut microbiota signatures are associated with toxicity to combined CTLA-4 and PD-1 blockade. Nat Med 2021; 27:1432-1441. [PMID: 34239137 PMCID: PMC11107795 DOI: 10.1038/s41591-021-01406-6] [Citation(s) in RCA: 236] [Impact Index Per Article: 78.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 05/25/2021] [Indexed: 02/06/2023]
Abstract
Treatment with combined immune checkpoint blockade (CICB) targeting CTLA-4 and PD-1 is associated with clinical benefit across tumor types, but also a high rate of immune-related adverse events. Insights into biomarkers and mechanisms of response and toxicity to CICB are needed. To address this, we profiled the blood, tumor and gut microbiome of 77 patients with advanced melanoma treated with CICB, with a high rate of any ≥grade 3 immune-related adverse events (49%) with parallel studies in pre-clinical models. Tumor-associated immune and genomic biomarkers of response to CICB were similar to those identified for ICB monotherapy, and toxicity from CICB was associated with a more diverse peripheral T-cell repertoire. Profiling of gut microbiota demonstrated a significantly higher abundance of Bacteroides intestinalis in patients with toxicity, with upregulation of mucosal IL-1β in patient samples of colitis and in pre-clinical models. Together, these data offer potential new therapeutic angles for targeting toxicity to CICB.
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Affiliation(s)
- Miles C Andrews
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Olivia Newton-John Cancer Research Institute and La Trobe University School of Cancer Medicine, Heidelberg, Victoria, Australia
- Deparment of Medicine, Monash University, Melbourne, Victoria, Australia
| | - Connie P M Duong
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France
- Université Paris-Saclay, Faculté de Médecine Kremlin-Bicêtre, Le Kremlin-Bicêtre, France
| | | | - Valerio Iebba
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France
| | - Wei-Shen Chen
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Dermatology, University of South Florida Morsani College of Medicine, Tampa, FL, USA
| | - Lisa Derosa
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France
- Université Paris-Saclay, Faculté de Médecine Kremlin-Bicêtre, Le Kremlin-Bicêtre, France
| | - Md Abdul Wadud Khan
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alexandria P Cogdill
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France
- Université Paris-Saclay, Faculté de Médecine Kremlin-Bicêtre, Le Kremlin-Bicêtre, France
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Michael G White
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Matthew C Wong
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Gladys Ferrere
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France
- Université Paris-Saclay, Faculté de Médecine Kremlin-Bicêtre, Le Kremlin-Bicêtre, France
| | - Aurélie Fluckiger
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France
- Université Paris-Saclay, Faculté de Médecine Kremlin-Bicêtre, Le Kremlin-Bicêtre, France
| | - Maria P Roberti
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France
- Université Paris-Saclay, Faculté de Médecine Kremlin-Bicêtre, Le Kremlin-Bicêtre, France
| | - Paule Opolon
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
| | - Maryam Tidjani Alou
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France
- Université Paris-Saclay, Faculté de Médecine Kremlin-Bicêtre, Le Kremlin-Bicêtre, France
| | - Satoru Yonekura
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France
- Université Paris-Saclay, Faculté de Médecine Kremlin-Bicêtre, Le Kremlin-Bicêtre, France
| | - Whijae Roh
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Christine N Spencer
- Department of Informatics, Parker Institute for Cancer Immunotherapy, San Francisco, CA, USA
| | - Irina Fernandez Curbelo
- Department of Immunology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Luis Vence
- Department of Immunology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alexandre Reuben
- Department of Thoracic Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sarah Johnson
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Reetakshi Arora
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Golnaz Morad
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Matthew Lastrapes
- MD Anderson Cancer Center University of Texas Health Graduate School of Biomedical Sciences (GSBS), Houston, TX, USA
| | - Erez N Baruch
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Latasha Little
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Curtis Gumbs
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | - Peter A Prieto
- Department of Surgery, University of Rochester Medical Center, Rochester, NY, USA
| | - Khalida Wani
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alexander J Lazar
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Michael T Tetzlaff
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Courtney W Hudgens
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Margaret K Callahan
- Department of Informatics, Parker Institute for Cancer Immunotherapy, San Francisco, CA, USA
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Matthew Adamow
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Division of Immunology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michael A Postow
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Division of Immunology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Charlotte E Ariyan
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Pierre-Olivier Gaudreau
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Luigi Nezi
- Istituto Europeo di Oncologia, Milan, Italy
| | - Didier Raoult
- Aix-Marseille Université, MEPHI, IRD, IHU Méditerranée Infection, Marseille, France
| | - Catalin Mihalcioiu
- Department of Medicine, Faculty of Medicine and Health Sciences, McGill University Health Centre, Montreal, Quebec, Canada
| | - Arielle Elkrief
- Cedars Cancer Center, McGill University Health Centre, Montreal, Quebec, Canada
| | - Rossanna C Pezo
- Division of Medical Oncology, University of Toronto, Sunnybrook Odette Cancer Centre, Toronto, Ontario, Canada
| | - Lauren E Haydu
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Julie M Simon
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hussein A Tawbi
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jennifer McQuade
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Patrick Hwu
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Wen-Jen Hwu
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Rodabe N Amaria
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Elizabeth M Burton
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Scott E Woodman
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Stephanie Watowich
- Department of Immunology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Adi Diab
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sapna P Patel
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Isabella C Glitza
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Michael K Wong
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Li Zhao
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jianhua Zhang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Nadim J Ajami
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Joseph Petrosino
- Department of Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Robert R Jenq
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Michael A Davies
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jeffrey E Gershenwald
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - P Andrew Futreal
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Padmanee Sharma
- Department of Immunology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - James P Allison
- Department of Immunology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Bertrand Routy
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France
- Université Paris-Saclay, Faculté de Médecine Kremlin-Bicêtre, Le Kremlin-Bicêtre, France
| | - Laurence Zitvogel
- Gustave Roussy Cancer Campus (GRCC), Villejuif, France.
- Institut National de la Santé Et de la Recherche Medicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France.
- Université Paris-Saclay, Faculté de Médecine Kremlin-Bicêtre, Le Kremlin-Bicêtre, France.
| | - Jennifer A Wargo
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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14
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Sarr M, Tidjani Alou M, Delerce J, Khelaifia S, Diagne N, Diallo A, Bassene H, Bréchard L, Bossi V, Mbaye B, Lagier JC, Levasseur A, Sokhna C, Million M, Raoult D. A Listeria monocytogenes clone in human breast milk associated with severe acute malnutrition in West Africa: A multicentric case-controlled study. PLoS Negl Trop Dis 2021; 15:e0009555. [PMID: 34185789 PMCID: PMC8291692 DOI: 10.1371/journal.pntd.0009555] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 07/20/2021] [Accepted: 06/09/2021] [Indexed: 11/18/2022] Open
Abstract
Background Severe acute malnutrition (SAM) is a major public health problem affecting children under the age of five in many low- and middle-income countries, and its resolution would contribute towards achieving the several sustainable development goals. The etiology of SAM is pluri-factorial, including delayed maturation of the gut microbiota, suboptimal feeding practices and dysfunctional breastfeeding. The recent serendipitous detection of Listeria monocytogenes in the breast milk of Malian women, in contrast to French women, suggests a possible association with SAM. Methodology/ Principal findings To investigate the possible association of L. monocytogenes carriage in breast milk and SAM, a case-control study was performed in Senegal, with subjects recruited from two areas. Using 16S amplicon sequencing, a culture independent method, 100% (152/152) of the mothers were positive for L. monocytogenes in their breast milk while qPCR analysis gave lower recovery rates. Interestingly, after enrichment in Fraser broth and seeding on PALCALM agar, all 10 isolated strains were isolated from the milk of 10 mothers who had SAM children which also had a significantly increased relative abundance of L. monocytogenes (0.34 (SD 0.35) vs 0.05 (SD 0.07) in controls, p<0.0001). The high genomic similarity between these strains and Malian breast milk strains from a previous study supports the hypothesis of endemic clone carriage in West Africa. Moreover, the in vitro growth inhibition of L. monocytogenes using breast milk samples was obtained from only 50% of the milk of mothers who had SAM children, in contrast to control samples which systematically inhibited the growth of L. monocytogenes with a higher inhibition diameter (15.7 mm (SD 2.3) in controls versus 3.5 mm (SD 4.6) in SAM, p = 0.0001). Lactobacillus and Streptococcus isolated from the breast milk of controls inhibit L. monocytogenes in a species-dependent manner. Conclusions/Significance Our study reveals a previously unsuspected carriage of L. monocytogenes in the breast milk of West African women, which is associated with SAM. The inhibitory effect of human selected lactic acid bacterial species against L. monocytogenes might provide new therapeutic and inexpensive options to prevent and treat this neglected public health issue. Severe acute malnutrition is a global public health issue which greatly impacts childhood mortality rates. Although still not fully understood, the multi-factorial pathology of severe acute malnutrition has been associated, among other factors, with sub-optimal feeding practices (including dysfunctional breastfeeding) and an altered gut microbiota. The serendipitous detection of Listeria monocytogenes in the breast milk of Malian women has raised the possibility of its involvement in the pathogenesis of severe acute malnutrition. To investigate this possibility, the presence of L. monocytogenes was assessed in a cohort of lactating Senegalese women, both mothers of healthy children as well as those of severely malnourished children using culture-dependent and independent methods. Our study confirms the previously unsuspected presence of L. monocytogenes in the breast milk of Senegalese women, which is increased in the milk of mothers of severely malnourished children. Moreover, breast milk samples from the mothers of healthy children more frequently induced a potent inhibition of L. monocytogenes than those from the mothers of severely malnourished children. An inhibition was also achieved using potential probiotics, Lactobacillus and Streptococcus species, isolated from breast milk. Our study reveals the previously unsuspected carriage of L. monocytogenes in the breast milk of West African women, which is associated with severe acute malnutrition. The inhibitory effect of human selected lactic acid bacterial species against L. monocytogenes might provide new therapeutic and inexpensive options to prevent and treat this neglected public health issue.
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Affiliation(s)
- Marièma Sarr
- IHU-Méditerranée Infection, Marseille, France
- Aix Marseille Univ, IRD, AP-HM, MEPHI, Marseille, France
- Campus Commun UCAD-IRD of Hann, Dakar, Senegal
| | - Maryam Tidjani Alou
- IHU-Méditerranée Infection, Marseille, France
- Aix Marseille Univ, IRD, AP-HM, MEPHI, Marseille, France
| | - Jeremy Delerce
- IHU-Méditerranée Infection, Marseille, France
- Aix Marseille Univ, IRD, AP-HM, MEPHI, Marseille, France
| | - Saber Khelaifia
- IHU-Méditerranée Infection, Marseille, France
- Aix Marseille Univ, IRD, AP-HM, MEPHI, Marseille, France
| | - Nafissatou Diagne
- Campus Commun UCAD-IRD of Hann, Dakar, Senegal
- Aix Marseille Univ, IRD, AP-HM, VITROME, Marseille, France
| | - Aldiouma Diallo
- Campus Commun UCAD-IRD of Hann, Dakar, Senegal
- Aix Marseille Univ, IRD, AP-HM, VITROME, Marseille, France
| | - Hubert Bassene
- Campus Commun UCAD-IRD of Hann, Dakar, Senegal
- Aix Marseille Univ, IRD, AP-HM, VITROME, Marseille, France
| | - Ludivine Bréchard
- IHU-Méditerranée Infection, Marseille, France
- Aix Marseille Univ, IRD, AP-HM, MEPHI, Marseille, France
| | - Vincent Bossi
- IHU-Méditerranée Infection, Marseille, France
- Aix Marseille Univ, IRD, AP-HM, MEPHI, Marseille, France
| | - Babacar Mbaye
- IHU-Méditerranée Infection, Marseille, France
- Aix Marseille Univ, IRD, AP-HM, MEPHI, Marseille, France
| | - Jean-Christophe Lagier
- IHU-Méditerranée Infection, Marseille, France
- Aix Marseille Univ, IRD, AP-HM, MEPHI, Marseille, France
| | - Anthony Levasseur
- IHU-Méditerranée Infection, Marseille, France
- Aix Marseille Univ, IRD, AP-HM, MEPHI, Marseille, France
| | - Cheikh Sokhna
- Campus Commun UCAD-IRD of Hann, Dakar, Senegal
- Aix Marseille Univ, IRD, AP-HM, VITROME, Marseille, France
| | - Matthieu Million
- IHU-Méditerranée Infection, Marseille, France
- Aix Marseille Univ, IRD, AP-HM, MEPHI, Marseille, France
| | - Didier Raoult
- IHU-Méditerranée Infection, Marseille, France
- Aix Marseille Univ, IRD, AP-HM, MEPHI, Marseille, France
- * E-mail:
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15
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Ferrere G, Tidjani Alou M, Liu P, Goubet AG, Fidelle M, Kepp O, Durand S, Iebba V, Fluckiger A, Daillère R, Thelemaque C, Grajeda-Iglesias C, Alves Costa Silva C, Aprahamian F, Lefevre D, Zhao L, Ryffel B, Colomba E, Arnedos M, Drubay D, Rauber C, Raoult D, Asnicar F, Spector T, Segata N, Derosa L, Kroemer G, Zitvogel L. Ketogenic diet and ketone bodies enhance the anticancer effects of PD-1 blockade. JCI Insight 2021; 6:145207. [PMID: 33320838 PMCID: PMC7934884 DOI: 10.1172/jci.insight.145207] [Citation(s) in RCA: 162] [Impact Index Per Article: 54.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Accepted: 12/09/2020] [Indexed: 02/06/2023] Open
Abstract
Limited experimental evidence bridges nutrition and cancer immunosurveillance. Here, we show that ketogenic diet (KD) — or its principal ketone body, 3-hydroxybutyrate (3HB), most specifically in intermittent scheduling — induced T cell–dependent tumor growth retardation of aggressive tumor models. In conditions in which anti–PD-1 alone or in combination with anti–CTLA-4 failed to reduce tumor growth in mice receiving a standard diet, KD, or oral supplementation of 3HB reestablished therapeutic responses. Supplementation of KD with sucrose (which breaks ketogenesis, abolishing 3HB production) or with a pharmacological antagonist of the 3HB receptor GPR109A abolished the antitumor effects. Mechanistically, 3HB prevented the immune checkpoint blockade–linked upregulation of PD-L1 on myeloid cells, while favoring the expansion of CXCR3+ T cells. KD induced compositional changes of the gut microbiota, with distinct species such as Eisenbergiella massiliensis commonly emerging in mice and humans subjected to carbohydrate-low diet interventions and highly correlating with serum concentrations of 3HB. Altogether, these results demonstrate that KD induces a 3HB-mediated antineoplastic effect that relies on T cell–mediated cancer immunosurveillance.
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Affiliation(s)
| | | | - Peng Liu
- Equipe labellisée par la Ligue contre le cancer, Université de Paris, Sorbonne Université, INSERM UMR1138, Centre de Recherche des Cordeliers, Paris, France
| | | | | | - Oliver Kepp
- Equipe labellisée par la Ligue contre le cancer, Université de Paris, Sorbonne Université, INSERM UMR1138, Centre de Recherche des Cordeliers, Paris, France
| | - Sylvère Durand
- Equipe labellisée par la Ligue contre le cancer, Université de Paris, Sorbonne Université, INSERM UMR1138, Centre de Recherche des Cordeliers, Paris, France
| | - Valerio Iebba
- Department of Medical Sciences, University of Trieste, Trieste, Italy
| | | | | | | | | | | | - Fanny Aprahamian
- Equipe labellisée par la Ligue contre le cancer, Université de Paris, Sorbonne Université, INSERM UMR1138, Centre de Recherche des Cordeliers, Paris, France
| | - Déborah Lefevre
- Equipe labellisée par la Ligue contre le cancer, Université de Paris, Sorbonne Université, INSERM UMR1138, Centre de Recherche des Cordeliers, Paris, France
| | - Liwei Zhao
- Equipe labellisée par la Ligue contre le cancer, Université de Paris, Sorbonne Université, INSERM UMR1138, Centre de Recherche des Cordeliers, Paris, France
| | | | | | | | - Damien Drubay
- Gustave Roussy, Department of Biostatistics and Epidemiology, University Paris-Saclay, Villejuif, France
| | | | - Didier Raoult
- URMITE, Aix Marseille Université, UM63, CNRS 7278, IRD 198, INSERM 1095, IHU-Méditerranée Infection, Marseille, France
| | - Francesco Asnicar
- Department Cellular, computational and integrative biology (CIBIO), University of Trento, Trento, Italy
| | - Tim Spector
- The Department of Twin Research & Genetic Epidemiology, King's College London, United Kingdom
| | - Nicola Segata
- Department Cellular, computational and integrative biology (CIBIO), University of Trento, Trento, Italy
| | - Lisa Derosa
- Gustave Roussy, INSERM U1015, Villejuif, France
| | - Guido Kroemer
- Equipe labellisée par la Ligue contre le cancer, Université de Paris, Sorbonne Université, INSERM UMR1138, Centre de Recherche des Cordeliers, Paris, France
| | - Laurence Zitvogel
- Gustave Roussy, INSERM U1015, Villejuif, France.,University Paris Saclay, Saint-Aubin, France.,CIC 1428 BIOTHERIS, Gustave Roussy, Villejuif, France
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16
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State of the Art in the Culture of the Human Microbiota: New Interests and Strategies. Clin Microbiol Rev 2020; 34:34/1/e00129-19. [PMID: 33115723 DOI: 10.1128/cmr.00129-19] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
The last 5 years have seen a turning point in the study of the gut microbiota with a rebirth of culture-dependent approaches to study the gut microbiota. High-throughput methods have been developed to study bacterial diversity with culture conditions aimed at mimicking the gut environment by using rich media such as YCFA (yeast extract, casein hydrolysate, fatty acids) and Gifu anaerobic medium in an anaerobic workstation, as well as media enriched with rumen and blood and coculture, to mimic the symbiosis of the gut microbiota. Other culture conditions target phenotypic and metabolic features of bacterial species to facilitate their isolation. Preexisting technologies such as next-generation sequencing and flow cytometry have also been utilized to develop innovative methods to isolate previously uncultured bacteria or explore viability in samples of interest. These techniques have been applied to isolate CPR (Candidate Phyla Radiation) among other, more classic approaches. Methanogenic archaeal and fungal cultures present different challenges than bacterial cultures. Efforts to improve the available systems to grow archaea have been successful through coculture systems. For fungi that are more easily isolated from the human microbiota, the challenge resides in the identification of the isolates, which has been approached by applying matrix-assisted laser desorption ionization-time of flight mass spectrometry technology to fungi. Bacteriotherapy represents a nonnegligible avenue in the future of medicine to correct dysbiosis and improve health or response to therapy. Although great strides have been achieved in the last 5 years, efforts in bacterial culture need to be sustained to continue deciphering the dark matter of metagenomics, particularly CPR, and extend these methods to archaea and fungi.
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17
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Drancourt M, Djemai K, Gouriet F, Grine G, Loukil A, Bedotto M, Levasseur A, Lepidi H, Bou-Khalil J, Khelaifia S, Raoult D. Methanobrevibacter smithii archaemia in febrile patients with bacteremia, including those with endocarditis. Clin Infect Dis 2020; 73:e2571-e2579. [PMID: 32668457 DOI: 10.1093/cid/ciaa998] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Accepted: 07/10/2020] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND The spectrum of infections caused by the emerging opportunistic pathogens methanogens which escape routine detection remains to be described. To determine the prevalence of archaemia, we searched for methanogens in the blood of febrile patients using specific tools. METHODS We conducted a prospective study at Institut Hospitalier Universitaire Méditerranée Infection, Marseille, France, September 2018 - April 2020, enrolling 7,716 blood culture samples routinely collected in patients with fever. Blood samples were screened by specific PCR assays for the presence of methanogens. Positive samples were observed by autofluorescence and electron microscopy, analyzed by metagenomics and cultured using previously developed methods. Blood culture bottles experimentally inoculated were used as controls. The presence of methanogens in vascular and cardiac tissues was assessed by indirect immunofluorescence, fluorescent in situ hybridization and PCR-based investigations. RESULTS PCR detection attempted in 7,716 blood samples, was negative in all 1,312 aerobic bottles and 810 bacterial culture-negative anaerobic bottles. PCRs were positive in 27/5,594 (0.5%) bacterial culture-positive anaerobic bottles that contained cultures collected from 26 patients. Sequencing confirmed Methanobrevibacter smithii associated with staphylococci in 14 patients, fermentative Enterobacteriaceae in nine patients and streptococci in three patients. Metagenomics confirmed M. smithii in five blood samples, and M. smithii was isolated via culture in broth from two samples; the genomes of these two isolates were sequenced. Blood cultures experimentally inoculated with Enterobacteriaceae, Staphylococcus epidermidis or Staphylococcus hominis yielded hydrogen, but no methane, authentifying observational data.Three patients, all diagnosed with infectious mitral endocarditis, were diagnosed by microscopy, PCR-based detections and culture: we showed M. smithii microscopically and by a specific PCR followed by sequencing method in two of three cardiovascular tissues. CONCLUSIONS Using appropriate methods of detection, M. smithii is demonstrated as causing archaemia and endocarditis in febrile patients who are coinfected by bacteria.
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Affiliation(s)
- Michel Drancourt
- Aix Marseille Univ., IRD, MEPHI, IHU Méditerranée Infection, Marseille, France
| | - Kenza Djemai
- Aix Marseille Univ., IRD, MEPHI, IHU Méditerranée Infection, Marseille, France.,IHU Méditerranée Infection, Marseille, France
| | - Frédérique Gouriet
- Aix Marseille Univ., IRD, MEPHI, IHU Méditerranée Infection, Marseille, France
| | - Ghiles Grine
- Aix Marseille Univ., IRD, MEPHI, IHU Méditerranée Infection, Marseille, France.,IHU Méditerranée Infection, Marseille, France
| | - Ahmed Loukil
- Aix Marseille Univ., IRD, MEPHI, IHU Méditerranée Infection, Marseille, France
| | - Marielle Bedotto
- Aix Marseille Univ., IRD, MEPHI, IHU Méditerranée Infection, Marseille, France
| | - Anthony Levasseur
- Aix Marseille Univ., IRD, MEPHI, IHU Méditerranée Infection, Marseille, France
| | - Hubert Lepidi
- Aix Marseille Univ., IRD, MEPHI, IHU Méditerranée Infection, Marseille, France
| | | | | | - Didier Raoult
- Aix Marseille Univ., IRD, MEPHI, IHU Méditerranée Infection, Marseille, France
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18
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Loo YT, Howell K, Chan M, Zhang P, Ng K. Modulation of the human gut microbiota by phenolics and phenolic fiber-rich foods. Compr Rev Food Sci Food Saf 2020; 19:1268-1298. [PMID: 33337077 DOI: 10.1111/1541-4337.12563] [Citation(s) in RCA: 107] [Impact Index Per Article: 26.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2018] [Revised: 03/16/2020] [Accepted: 03/21/2020] [Indexed: 12/18/2022]
Abstract
The gut microbiota plays a prominent role in human health. Alterations in the gut microbiota are linked to the development of chronic diseases such as obesity, inflammatory bowel disease, metabolic syndrome, and certain cancers. We know that diet plays an important role to initiate, shape, and modulate the gut microbiota. Long-term dietary patterns are shown to be closely related with the gut microbiota enterotypes, specifically long-term consumption of carbohydrates (related to Prevotella abundance) or a diet rich in protein and animal fats (correlated to Bacteroides). Short-term consumption of solely animal- or plant-based diets have rapid and reproducible modulatory effects on the human gut microbiota. These alterations in microbiota profile by dietary alterations can be due to impact of different dietary macronutrients, carbohydrates, protein, and fat, which have diverse modulatory effects on gut microbial composition. Food-derived phenolics, which encompass structural variants of flavonoids, hydroxybenzoic acids, hydroxycinnamic acids, coumarins, stilbenes, ellagitannins, and lignans can modify the gut microbiota. Gut microbes have been shown to act on dietary fibers and phenolics to produce functional metabolites that contribute to gut health. Here, we discuss recent studies on the impacts of phenolics and phenolic fiber-rich foods on the human gut microbiota and provide an insight into potential synergistic roles between their bacterial metabolic products in the regulation of the intestinal microbiota.
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Affiliation(s)
- Yit Tao Loo
- School of Agriculture & Food, Faculty of Veterinary & Agricultural Sciences, The University of Melbourne, Melbourne, Victoria, Australia
| | - Kate Howell
- School of Agriculture & Food, Faculty of Veterinary & Agricultural Sciences, The University of Melbourne, Melbourne, Victoria, Australia
| | - Miin Chan
- School of Agriculture & Food, Faculty of Veterinary & Agricultural Sciences, The University of Melbourne, Melbourne, Victoria, Australia
| | - Pangzhen Zhang
- School of Agriculture & Food, Faculty of Veterinary & Agricultural Sciences, The University of Melbourne, Melbourne, Victoria, Australia
| | - Ken Ng
- School of Agriculture & Food, Faculty of Veterinary & Agricultural Sciences, The University of Melbourne, Melbourne, Victoria, Australia
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19
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Harakeh S, Angelakis E, Karamitros T, Bachar D, Bahijri S, Ajabnoor G, Alfadul SM, Farraj SA, Al Amri T, Al-Hejin A, Ahmed A, Mirza AA, Didier R, Azhar EI. Impact of smoking cessation, coffee and bread consumption on the intestinal microbial composition among Saudis: A cross-sectional study. PLoS One 2020; 15:e0230895. [PMID: 32348307 PMCID: PMC7190147 DOI: 10.1371/journal.pone.0230895] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Accepted: 03/12/2020] [Indexed: 12/14/2022] Open
Abstract
The gut microbiota is often affected by the dietary and lifestyle habits of the host, resulting in a better efficacy that favors energy harvesting from the consumed food. Our objective was to characterize the composition of gut microbiota in adult Saudis and investigate possible association with lifestyle and dietary practices. Feces from 104 Saudi volunteers (48% males) were tested for microbiota by sequencing the V3-V4 region of bacterial 16S ribosomal RNA (rRNA). For all participants, data were collected related to their lifestyle habits and dietary practices. The relative abundance (RA) of Fusobacteria was significantly higher in normal weight Saudis (P = 0.005, false discovery rate-FDR = 0.014). Individuals who consumed more coffee presented marginally significant more RA of Fusobacteria (P = 0.02, FDR = 0.20) in their gut microbiota compared to those reporting low or no coffee intake, but the RA of Fusobacteria was significantly higher in smokers compared to non-smokers (P = 0.009, FDR = 0.027). The RA of Fusobacteria was also significantly higher in those reporting daily consumption of bread (P = 0.005, FDR = 0.015). At the species level, the gut microbiota of people who consumed coffee was dominated by Bacteroides thetaiotaomicron followed by Phascolarctobacterium faecium and Eubacterium rectale. Similarly, the gut microbiota of smokers was also enriched by B. thetaiotaomicron and Lactobacillus amylovorus. Smoking cessation, bread and coffee consumption induce changes in the intestinal microbial composition of Saudis. This indicates the significance of diet and lifestyle practices in the determination of the composition of the gut microbiota, which could possibly lead later to changes in metabolic profile and weight.
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Affiliation(s)
- Steve Harakeh
- Special Infectious Agents Unit, King Fahd Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia
- * E-mail:
| | - Emmanouil Angelakis
- Aix Marseille Université, IRD, APHM, VITROME, IHU-Méditerranée Infection, Marseille, France
- Laboratory of Medical Microbiology, Hellenic Pasteur Institute, Athens, Greece
| | - Timokratis Karamitros
- Unit of Bioinformatics and Applied Genomics, Hellenic Pasteur Institute, Athens, Greece
| | - Dipankar Bachar
- Aix Marseille Université, IRD, APHM, VITROME, IHU-Méditerranée Infection, Marseille, France
| | - Suhad Bahijri
- Clinical Biochemistry Department, College of Medicine, Nutrition unit, King Fahd Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Ghada Ajabnoor
- Clinical Biochemistry Department, College of Medicine, Nutrition unit, King Fahd Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia
| | | | - Suha A. Farraj
- Special Infectious Agents Unit, King Fahd Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Turki Al Amri
- Family and Community Medicine department, Faculty of Medicine-Rabigh Branch, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Ahmed Al-Hejin
- Biological Sciences Department, Faculty of Science, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Abdalla Ahmed
- Department of Medical Microbiology, Faculty of Medicine, Umm Al-Qura University, Makkah, Saudi Arabia
| | - Ahmed A. Mirza
- Special Infectious Agents Unit, King Fahd Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia
- Department of Laboratory Medical Technology, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Raoult Didier
- Aix Marseille Université, IRD, APHM, MEPHI, IHU-Méditerranée Infection, Marseille, France
| | - Esam I. Azhar
- Special Infectious Agents Unit, King Fahd Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia
- Department of Laboratory Medical Technology, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah, Saudi Arabia
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20
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Full-repertoire comparison of the microscopic objects composing the human gut microbiome with sequenced and cultured communities. J Microbiol 2020; 58:377-386. [PMID: 32281049 DOI: 10.1007/s12275-020-9365-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Revised: 02/11/2020] [Accepted: 02/11/2020] [Indexed: 12/16/2022]
Abstract
The study of the human gut microbiome is essential in microbiology and infectious diseases as specific alterations in the gut microbiome might be associated with various pathologies, such as chronic inflammatory disease, intestinal infection and colorectal cancer. To identify such dysregulations, several strategies are being used to create a repertoire of the microorganisms composing the human gut microbiome. In this study, we used the "microscomics" approach, which consists of creating an ultrastructural repertoire of all the cell-like objects composing stool samples from healthy donors using transmission electron microscopy (TEM). We used TEM to screen ultrathin sections of 8 resin-embedded stool samples. After exploring hundreds of micrographs, we managed to elaborate ultrastructural categories based on morphological criteria or features. This approach explained many inconsistencies observed with other techniques, such as metagenomics and culturomics. We highlighted the value of our culture-independent approach by comparing our microscopic images to those of cultured bacteria and those reported in the literature. This study helped to detect "minimicrobes" Candidate Phyla Radiation (CPR) for the first time in human stool samples. This "microscomics" approach is non-exhaustive but complements already existing approaches and adds important data to the puzzle of the microbiota.
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21
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Tendentious effects of automated and manual metagenomic DNA purification protocols on broiler gut microbiome taxonomic profiling. Sci Rep 2020; 10:3419. [PMID: 32099013 PMCID: PMC7042355 DOI: 10.1038/s41598-020-60304-y] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Accepted: 02/10/2020] [Indexed: 02/06/2023] Open
Abstract
Here, we developed protocols to improve sensitivity, rigor and comparability of 16S rRNA gene amplification-based next-generation sequencing (NGS) results. A thorough study was performed by evaluating extraction efficiency with respect to the yield, purity, fragmentation of the purified DNA, and sequencing metrics considering the number of quality reads, amplicon sequence variants (ASVs), community structure and biodiversity. We identified batch-effects that significantly bias broiler gastrointestinal tract (GIT) community compositions and made recommendations to improve sensitivity, consistency, and cross-study comparability. We found that the purity of the extracted nucleic acid had a strong effect on the success rate of downstream library preparations. The preparation of stool bacterial suspensions from feces showed a significant positive influence on community biodiversity by enriching Gram-negative bacteria and cataloguing low abundant taxa with greater success than direct processing of fecal material. Applications relying on the automated Roche MagNa Pure 24 magnetic-bead based method provided results with high consistency therefore it seems to be the optimal choice in large-scale studies for investigating broiler GIT microbiota.
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22
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Ducarmon QR, Hornung BVH, Geelen AR, Kuijper EJ, Zwittink RD. Toward Standards in Clinical Microbiota Studies: Comparison of Three DNA Extraction Methods and Two Bioinformatic Pipelines. mSystems 2020; 5:e00547-19. [PMID: 32047058 PMCID: PMC7018525 DOI: 10.1128/msystems.00547-19] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Accepted: 01/23/2020] [Indexed: 01/20/2023] Open
Abstract
When studying the microbiome using next-generation sequencing, the DNA extraction method, sequencing procedures, and bioinformatic processing are crucial to obtain reliable data. Method choice has been demonstrated to strongly affect the final biological interpretation. We assessed the performance of three DNA extraction methods and two bioinformatic pipelines for bacterial microbiota profiling through 16S rRNA gene amplicon sequencing, using positive and negative controls for DNA extraction and sequencing and eight different types of high- or low-biomass samples. Performance was evaluated based on quality control passing, DNA yield, richness, diversity, and compositional profiles. All DNA extraction methods retrieved the theoretical relative bacterial abundance with a maximum 3-fold change, although differences were seen between methods, and library preparation and sequencing induced little variation. Bioinformatic pipelines showed different results for observed richness, but diversity and compositional profiles were comparable. DNA extraction methods were successful for feces and oral swabs, and variation induced by DNA extraction methods was lower than intersubject (biological) variation. For low-biomass samples, a mixture of genera present in negative controls and sample-specific genera, possibly representing biological signal, were observed. We conclude that the tested bioinformatic pipelines perform equally, with pipeline-specific advantages and disadvantages. Two out of three extraction methods performed equally well, while one method was less accurate regarding retrieval of compositional profiles. Lastly, we again demonstrate the importance of including negative controls when analyzing low-bacterial-biomass samples.IMPORTANCE Method choice throughout the workflow of a microbiome study, from sample collection to DNA extraction and sequencing procedures, can greatly affect results. This study evaluated three different DNA extraction methods and two bioinformatic pipelines by including positive and negative controls and various biological specimens. By identifying an optimal combination of DNA extraction method and bioinformatic pipeline use, we hope to contribute to increased methodological consistency in microbiota studies. Our methods were applied not only to commonly studied samples for microbiota analysis, e.g., feces, but also to more rarely studied, low-biomass samples. Microbiota composition profiles of low-biomass samples (e.g., urine and tumor biopsy specimens) were not always distinguishable from negative controls, or showed partial overlap, confirming the importance of including negative controls in microbiota studies, especially when low bacterial biomass is expected.
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Affiliation(s)
- Q R Ducarmon
- Center for Microbiome Analyses and Therapeutics, Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands
- Experimental Bacteriology, Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands
| | - B V H Hornung
- Center for Microbiome Analyses and Therapeutics, Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands
- Experimental Bacteriology, Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands
| | - A R Geelen
- Center for Microbiome Analyses and Therapeutics, Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands
- Experimental Bacteriology, Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands
| | - E J Kuijper
- Center for Microbiome Analyses and Therapeutics, Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands
- Experimental Bacteriology, Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands
| | - R D Zwittink
- Center for Microbiome Analyses and Therapeutics, Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands
- Experimental Bacteriology, Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands
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23
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Blastocystis Colonization Is Associated with Increased Diversity and Altered Gut Bacterial Communities in Healthy Malian Children. Microorganisms 2019; 7:microorganisms7120649. [PMID: 31817168 PMCID: PMC6956266 DOI: 10.3390/microorganisms7120649] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2019] [Revised: 11/27/2019] [Accepted: 11/28/2019] [Indexed: 12/21/2022] Open
Abstract
Blastocystis is the most common protozoan colonizing the gut of vertebrates. It modulates the human digestive microbiota in the absence of inflammation and gastrointestinal disease. Although it has been associated with human diseases, including inflammatory bowel disease, its pathogenicity remains controversial. This study aimed to assess the influence of Blastocystis on the gut bacterial communities in healthy children. We conducted a cross-sectional study on 147 Blastocystis-colonized and 149 Blastocystis-noncolonized Malian children, with Blastocystis colonization assessed by real-time PCR and gut microbial communities characterized via 16S rRNA gene (Illumina MiSeq) sequencing and bioinformatics analysis. The gut microbiota diversity was higher in Blastocystis-colonized compared to Blastocystis-noncolonized children. The phyla Firmicutes, Elusimicrobia, Lentisphaerae, and Euryarchaeota were higher in Blastocystis-colonized children, whereas Actinobacteria, Proteobacteria, unassigned bacteria, and Deinococcus-Thermus were higher in Blastocystis-noncolonized children. Moreover, Faecalibacterium prausnitzii (family Ruminococcaceae) and Roseburia sp. (family Lachnospiraceae) abundance was higher in Blastocystis-colonized children. We conclude that Blastocystis colonization is significantly associated with a higher diversity of the gut bacterial communities in healthy children, while it is not associated with the presence of potentially pathogenic bacteria in the human gut.
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24
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Hocquart M, Pham T, Kuete E, Tomei E, Lagier JC, Raoult D. Successful Fecal Microbiota Transplantation in a Patient Suffering From Irritable Bowel Syndrome and Recurrent Urinary Tract Infections. Open Forum Infect Dis 2019; 6:ofz398. [PMID: 31660360 DOI: 10.1093/ofid/ofz398] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Accepted: 09/26/2019] [Indexed: 12/22/2022] Open
Abstract
Background Irritable bowel syndrome (IBS) is a chronic and debilitating functional gastrointestinal disorder affecting 9%-23% of the population across the world. The relative efficacy of fecal microbiota transplantation (FMT) on IBS symptoms was demonstrated in a double-blind, randomized study. Methods We describe the case of a 73-year-old woman suffering from IBS (abdominal pain, bloating, and abundant and disabling diarrhea, with 10-15 stools a day) and repetitive urinary tract infection (UTI; 5 episodes in 6 months, including 3 the last 2 months) for several years, generating an impaired quality of life. She received an FMT with 400 mL of fecal infusion from a healthy donor via a nasogastric tube after bowel lavage. Her digestive microbiota was analyzed using culturomic and metagenomic targeting 16S rRNA sequencing methods. Results Eight months after transplantation, we observed a significant reduction in frequency and improvement in stool consistency (3-4 molded stools a day against 10-15 before the transplant) and no recurrence of urinary infection (as previously reported). Using culturomics, we found 12 bacteria present in the fecal infusion and post-transplant stool; these were absent pretransplant. Three of them (Intestinimonas massiliensis, Oscillibacter massiliensis, and Provencibacter massiliensis) were previously discovered and cultivated in our laboratory using culturomics. Using metagenomics, we also observed 12 bacteria, different from those observed during culture, that could have been transferred to the patient by FMT. Conclusions In this case report, IBS symptoms and UTI frequency decreased after FMT UTI. Further studies involving more patients would be relevant to confirm this work and develop bacteriotherapy.
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Affiliation(s)
- Marie Hocquart
- Aix Marseille Univ, IRD, MEPHI, Marseille, France.,IHU-Méditerranée Infection, Marseille, France
| | - Thao Pham
- Aix Marseille Univ, IRD, MEPHI, Marseille, France.,IHU-Méditerranée Infection, Marseille, France
| | - Edmond Kuete
- Aix Marseille Univ, IRD, MEPHI, Marseille, France.,IHU-Méditerranée Infection, Marseille, France
| | - Enora Tomei
- IHU-Méditerranée Infection, Marseille, France.,Aix Marseille Univ, IRD, AP-HM, SSA, VITROME, Marseille, France
| | - Jean Christophe Lagier
- Aix Marseille Univ, IRD, MEPHI, Marseille, France.,IHU-Méditerranée Infection, Marseille, France
| | - Didier Raoult
- Aix Marseille Univ, IRD, MEPHI, Marseille, France.,IHU-Méditerranée Infection, Marseille, France
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25
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Natarajan G, Kabir M, Perin J, Hossain B, Debes A, Haque R, George CM. Whatman Protein Saver Cards for Storage and Detection of Parasitic Enteropathogens. Am J Trop Med Hyg 2019; 99:1613-1618. [PMID: 30398140 DOI: 10.4269/ajtmh.18-0538] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
Current methods to identify the etiology of diarrhea require laboratory facilities for storage of pathogens, which is often challenging in low-resource settings. This study evaluated the efficacy of a low-cost method for preserving stool specimens for the detection of parasitic enteropathogens using Whatman 903 protein saver cards (Sigma-Aldrich, St. Louis, MO). Stool samples known to be positive by multiplex real-time polymerase chain reaction for Giardia lamblia, Cryptosporidium spp., and Entamoeba histolytica parasites were preserved on 232 Whatman cards. DNA was then extracted from cards using Chelex and Qiagen extraction protocols, and tested for these parasites using multiplex real-time PCR. We included stool samples known to have a higher parasite load (cycle threshold [ct]-value < 30) and those with a lower parasite load (ct values 30-35). Sensitivities and specificities were determined using DNA extracted directly from whole stool samples using Qiagen kits (QIAGEN, Hilden, Germany). For whole stool samples with ct values < 30, preserved directly on Whatman 903 protein saver cards for Giardia analysis, the sensitivity was 100% for both Qiagen and Chelex DNA extraction. For E. histolytica, this was 100% for sensitivity for Qiagen and 80% for Chelex DNA extractions, and for Cryptosporidium, this was 80% for Qiagen and 50% for Chelex DNA extraction. The specificity was 100% for all parasites for all extraction procedures. Given the high sensitivity for stool samples with higher parasite loads, we recommend the use of the Whatman 903 protein saver card for preserving fecal specimens for the analysis of Giardia and E. histolytica using Qiagen DNA extractions in low-resource settings.
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Affiliation(s)
- Gayathri Natarajan
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Mamun Kabir
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Jamie Perin
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Biplob Hossain
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Amanda Debes
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Rashidul Haque
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Christine Marie George
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
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26
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Metagenomic and culturomic analysis of gut microbiota dysbiosis during Clostridium difficile infection. Sci Rep 2019; 9:12807. [PMID: 31488869 PMCID: PMC6728329 DOI: 10.1038/s41598-019-49189-8] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Accepted: 08/20/2019] [Indexed: 12/17/2022] Open
Abstract
Recently, cocktail of bacteria were proposed in order to treat Clostridium difficile infection (CDI), but these bacteriotherapies were selected more by chance than experimentation. We propose to comprehensively explore the gut microbiota of patients with CDI compared to healthy donors in order to propose a consortium of bacteria for treating C. difficile. We compared stool samples composition from 11 CDI patients and 8 healthy donors using two techniques: metagenomics, 16S V3-V4 region amplification and sequencing and culturomics, high throughout culture using six culture conditions and MALDI-TOF identification. By culturomics, we detected 170 different species in the CDI group and 275 in the control group. Bacteroidetes were significantly underrepresented in the CDI group (p = 0.007). By metagenomics, 452 different operational taxonomic units assigned to the species level were detected in the CDI group compared to 522 in the control group. By these two techniques, we selected 37 bacteria only found in control group in more than 75% of the samples and/or with high relative abundance, 10 of which have already been tested in published bacteriotherapies against CDI, and 3 of which (Bifidobacterium adolescentis, Bifidobacterium longum and Bacteroides ovatus) have been detected by these two techniques. This controlled number of bacteria could be administrated orally in a non-invasive way in order to treat CDI.
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27
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Pham TPT, Tidjani Alou M, Bachar D, Levasseur A, Brah S, Alhousseini D, Sokhna C, Diallo A, Wieringa F, Million M, Raoult D. Gut Microbiota Alteration is Characterized by a Proteobacteria and Fusobacteria Bloom in Kwashiorkor and a Bacteroidetes Paucity in Marasmus. Sci Rep 2019; 9:9084. [PMID: 31235833 PMCID: PMC6591176 DOI: 10.1038/s41598-019-45611-3] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Accepted: 05/14/2019] [Indexed: 12/22/2022] Open
Abstract
Kwashiorkor and marasmus are considered to be two different clinical diseases resulting from severe malnutrition, but this distinction has been questioned. In a previous study comparing children with kwashiorkor and healthy children from Niger and Senegal, we found a dramatic gut microbiota alteration with a predominant depletion of anaerobes and enrichment in Proteobacteria and Fusobacteria in kwashiorkor. However, it remained unknown whether this association was related to malnutrition or was a specific feature of kwashiorkor. In this continuation study, we added 7 new marasmus subjects and 71,162 new colonies from the same countries. Our results showed that, compared to marasmus, the kwashiorkor gut microbiota was characterized by an increased proportion of Proteobacteria (culturomics, Marasmus 5.0%, Kwashiorkor 16.7%, p < 0.0001; metagenomics, Marasmus 14.7%, Kwashiorkor 22.0%, p = 0.001), but there was a decreased proportion of Bacteroidetes in marasmus (culturomics, Marasmus 0.8%, Kwashiorkor 6.5%, p = 0.001; metagenomics, Marasmus 5.4%, Kwashiorkor 7.0%, p = 0.03). Fusobacterium was more frequently cultured from kwashiorkor. All detected potential pathogenic species were enriched in the kwashiorkor gut microbiota. These results provide a biological basis to support the usage of an antibiotic therapy more effective in suppressing the overgrowth of bacterial communities resistant to penicillin, combined with antioxidants and probiotics for nutritional recovery therapies, particularly for kwashiorkor.
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Affiliation(s)
- Thi-Phuong-Thao Pham
- Aix-Marseille Univ, IRD, APHM, MEPHI, IHU-Méditerranée Infection, Marseille, France
| | - Maryam Tidjani Alou
- Aix-Marseille Univ, IRD, APHM, MEPHI, IHU-Méditerranée Infection, Marseille, France
- Institut de cancérologie Gustave Roussy Cancer Campus, Villejuif, France
| | - Dipankar Bachar
- Aix-Marseille Univ, IRD, APHM, MEPHI, IHU-Méditerranée Infection, Marseille, France
| | - Anthony Levasseur
- Aix-Marseille Univ, IRD, APHM, MEPHI, IHU-Méditerranée Infection, Marseille, France
| | - Souleymane Brah
- Service de Médecine Interne et Générale, Hôpital de Niamey, Niamey, Niger
| | - Daouda Alhousseini
- Service de Médecine Interne et Générale, Hôpital de Niamey, Niamey, Niger
| | - Cheikh Sokhna
- Unité de Recherche sur les Maladies Infectieuses et Tropicales Emergentes IRD 198, Centre National de la Recherche Scientifique 7278, Aix-Marseille Université, Dakar, Senegal
| | - Aldiouma Diallo
- Unité de Recherche sur les Maladies Infectieuses et Tropicales Emergentes IRD 198, Centre National de la Recherche Scientifique 7278, Aix-Marseille Université, Dakar, Senegal
| | - Frank Wieringa
- Institut de Recherche pour le Développement (IRD) - IRD/UM/SupAgro, Montpellier, France
| | - Matthieu Million
- Aix-Marseille Univ, IRD, APHM, MEPHI, IHU-Méditerranée Infection, Marseille, France.
| | - Didier Raoult
- Aix-Marseille Univ, IRD, APHM, MEPHI, IHU-Méditerranée Infection, Marseille, France.
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28
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Hornung BVH, Zwittink RD, Kuijper EJ. Issues and current standards of controls in microbiome research. FEMS Microbiol Ecol 2019; 95:fiz045. [PMID: 30997495 PMCID: PMC6469980 DOI: 10.1093/femsec/fiz045] [Citation(s) in RCA: 119] [Impact Index Per Article: 23.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Accepted: 04/05/2019] [Indexed: 12/31/2022] Open
Abstract
Good scientific practice is important in all areas of science. In recent years this has gained more and more attention, especially considering the 'scientific reproducibility crisis'. While most researchers are aware of the issues with good scientific practice, not all of these issues are necessarily clear, and the details can be very complicated. For many years it has been accepted to perform and publish sequencing based microbiome studies without including proper controls. Although in recent years more scientists realize the necessity of implementing controls, this poses a problem due to the complexity of the field. Another concern is the inability to properly interpret the information gained from controls in microbiome studies. Here, we will discuss these issues and provide a comprehensive overview of problematic points regarding controls in microbiome research, and of the current standards in this area.
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Affiliation(s)
- Bastian V H Hornung
- Department of Medical Microbiology, Leiden University Medical Center, PO Box 9600, 2300RC, Leiden, The Netherlands
- Center for Microbiome Analyses and Therapeutics, Leiden University Medical Center, PO Box 9600, 2300RC, Leiden, The Netherlands
| | - Romy D Zwittink
- Department of Medical Microbiology, Leiden University Medical Center, PO Box 9600, 2300RC, Leiden, The Netherlands
- Center for Microbiome Analyses and Therapeutics, Leiden University Medical Center, PO Box 9600, 2300RC, Leiden, The Netherlands
| | - Ed J Kuijper
- Department of Medical Microbiology, Leiden University Medical Center, PO Box 9600, 2300RC, Leiden, The Netherlands
- Center for Microbiome Analyses and Therapeutics, Leiden University Medical Center, PO Box 9600, 2300RC, Leiden, The Netherlands
- Netherlands Donor Feces Bank, Leiden University Medical Center, PO Box 9600, 2300RC, Leiden, The Netherlands
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29
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Angelakis E, Bachar D, Yasir M, Musso D, Djossou F, Gaborit B, Brah S, Diallo A, Ndombe G, Mediannikov O, Robert C, Azhar E, Bibi F, Nsana N, Parra HJ, Akiana J, Sokhna C, Davoust B, Dutour A, Raoult D. Treponema species enrich the gut microbiota of traditional rural populations but are absent from urban individuals. New Microbes New Infect 2019; 27:14-21. [PMID: 30555706 PMCID: PMC6276622 DOI: 10.1016/j.nmni.2018.10.009] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Revised: 10/18/2018] [Accepted: 10/25/2018] [Indexed: 01/16/2023] Open
Abstract
There is a significant gap in our knowledge of the microbe-host relationship between urban and traditional rural populations. We conducted a large-scale study to examine the gut microbiota of different traditional rural and urban lifestyles in human populations. Using high-throughput 16S ribosomal RNA gene amplicon sequencing, we tested urban French, Saudi, Senegalese, Nigerian and Polynesian individuals as well as individuals living in traditional rural societies, including Amazonians from French Guiana, Congolese Pygmies, Saudi Bedouins and Algerian Tuaregs. The gut microbiota from individuals living in traditional rural settings clustered differently and presented significantly higher diversity than those of urban populations (p 0.01). The bacterial taxa identified by class analysis as contributing most significantly to each cluster were Phascolarctobacterium for traditional rural individuals and Bifidobacterium for urban individuals. Spirochaetae were only present in the gut microbiota of individuals from traditional rural societies, and the gut microbiota of all traditional rural populations was enriched with Treponema succinifaciens. Cross-transmission of Treponema from termites or swine to humans or the increased use of antibiotics in nontraditional populations may explain why Treponema is present only in the gut microbiota of traditional rural populations.
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Affiliation(s)
- E. Angelakis
- Aix-Marseille Université, IRD, APHM, VITROME, IHU Méditerranée Infection, France
- Laboratory of Medical Microbiology, Hellenic Pasteur Institute, Athens, Greece
| | - D. Bachar
- Aix-Marseille Université, IRD, APHM, VITROME, IHU Méditerranée Infection, France
| | - M. Yasir
- Special Infectious Agents Unit, King Fahd Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia
| | - D. Musso
- Unit of Emerging Infectious Diseases, Institut Louis Malardé, Tahiti, French Polynesia
| | - F. Djossou
- Centre Hospitalier de Cayenne Andree Rosemon, Cayenne, French Guiana
| | - B. Gaborit
- NORT, Aix-Marseille Université, INSERM, INRA, France
- Department of Endocrinology, Metabolic Diseases and Nutrition, CHU Nord, Marseille, France
- Hôpital National de Niamey, Niamey, Niger
| | - S. Brah
- Service de Médecine Interne et Générale, Niger
| | - A. Diallo
- Aix-Marseille Université, IRD, APHM, VITROME, IHU Méditerranée Infection, France
| | - G.M. Ndombe
- Laboratoire national de santé publique, Brazzaville, République populaire du Congo
| | - O. Mediannikov
- Aix-Marseille Université, IRD, APHM, MEPHI, IHU Méditerranée Infection, France
| | - C. Robert
- Aix-Marseille Université, IRD, APHM, VITROME, IHU Méditerranée Infection, France
| | - E.I. Azhar
- Special Infectious Agents Unit, King Fahd Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia
| | - F. Bibi
- Special Infectious Agents Unit, King Fahd Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia
| | - N.S. Nsana
- Laboratoire national de santé publique, Brazzaville, République populaire du Congo
| | - H.-J. Parra
- Laboratoire national de santé publique, Brazzaville, République populaire du Congo
| | - J. Akiana
- Laboratoire national de santé publique, Brazzaville, République populaire du Congo
| | - C. Sokhna
- Aix-Marseille Université, IRD, APHM, VITROME, IHU Méditerranée Infection, France
| | - B. Davoust
- Aix-Marseille Université, IRD, APHM, VITROME, IHU Méditerranée Infection, France
| | - A. Dutour
- NORT, Aix-Marseille Université, INSERM, INRA, France
- Department of Endocrinology, Metabolic Diseases and Nutrition, CHU Nord, Marseille, France
| | - D. Raoult
- Aix-Marseille Université, IRD, APHM, MEPHI, IHU Méditerranée Infection, France
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30
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Carrera-Quintanar L, Ortuño-Sahagún D, Franco-Arroyo NN, Viveros-Paredes JM, Zepeda-Morales AS, Lopez-Roa RI. The Human Microbiota and Obesity: A Literature Systematic Review of In Vivo Models and Technical Approaches. Int J Mol Sci 2018; 19:ijms19123827. [PMID: 30513674 PMCID: PMC6320813 DOI: 10.3390/ijms19123827] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2018] [Revised: 11/23/2018] [Accepted: 11/24/2018] [Indexed: 12/14/2022] Open
Abstract
Obesity is a noncommunicable disease that affects a considerable part of humanity. Recently, it has been recognized that gut microbiota constitutes a fundamental factor in the triggering and development of a large number of pathologies, among which obesity is one of the most related to the processes of dysbiosis. In this review, different animal model approaches, methodologies, and genome scale metabolic databases were revisited to study the gut microbiota and its relationship with metabolic disease. As a data source, PubMed for English-language published material from 1 January 2013, to 22 August 2018, were screened. Some previous studies were included if they were considered classics or highly relevant. Studies that included innovative technical approaches or different in vivo or in vitro models for the study of the relationship between gut microbiota and obesity were selected after a 16-different-keyword exhaustive search. A clear panorama of the current available options for the study of microbiota’s influence on obesity, both for animal model election and technical approaches, is presented to the researcher. All the knowledge generated from the study of the microbiota opens the possibility of considering fecal transplantation as a relevant therapeutic alternative for obesity and other metabolic disease treatment.
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Affiliation(s)
- Lucrecia Carrera-Quintanar
- Laboratorio de Ciencias de los Alimentos, Departamento de Reproducción Humana, Crecimiento y Desarrollo Infantil, Universidad de Guadalajara, CUCS, Guadalajara Jalisco 45180, Mexico.
| | - Daniel Ortuño-Sahagún
- Laboratorio de Neuroinmunobiología Molecular, Instituto de Investigación en Ciencias Biomédicas (IICB) CUCS, Universidad de Guadalajara, Guadalajara Jalisco 45180, Mexico.
| | - Noel N Franco-Arroyo
- Laboratorio de Investigación y Desarrollo Farmacéutico, Universidad de Guadalajara, CUCEI, Guadalajara Jalisco 44430, Mexico.
| | - Juan M Viveros-Paredes
- Laboratorio de Investigación y Desarrollo Farmacéutico, Universidad de Guadalajara, CUCEI, Guadalajara Jalisco 44430, Mexico.
| | - Adelaida S Zepeda-Morales
- Laboratorio de Investigación y Desarrollo Farmacéutico, Universidad de Guadalajara, CUCEI, Guadalajara Jalisco 44430, Mexico.
| | - Rocio I Lopez-Roa
- Laboratorio de Investigación y Desarrollo Farmacéutico, Universidad de Guadalajara, CUCEI, Guadalajara Jalisco 44430, Mexico.
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Impact of DNA extraction method and targeted 16S-rRNA hypervariable region on oral microbiota profiling. Sci Rep 2018; 8:16321. [PMID: 30397210 PMCID: PMC6218491 DOI: 10.1038/s41598-018-34294-x] [Citation(s) in RCA: 94] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Accepted: 09/28/2018] [Indexed: 12/15/2022] Open
Abstract
Amplification and sequencing of 16S amplicons are widely used for profiling the structure of oral microbiota. However, it remains not clear whether and to what degree DNA extraction and targeted 16S rRNA hypervariable regions influence the analysis. Based on a mock community consisting of five oral bacterial species in equal abundance, we compared the 16S amplicon sequencing results on the Illumina MiSeq platform from six frequently employed DNA extraction procedures and three pairs of widely used 16S rRNA hypervariable primers targeting different 16S rRNA regions. Technical reproducibility of selected 16S regions was also assessed. DNA extraction method exerted considerable influence on the observed bacterial diversity while hypervariable regions had a relatively minor effect. Protocols with beads added to the enzyme-mediated DNA extraction reaction produced more accurate bacterial community structure than those without either beads or enzymes. Hypervariable regions targeting V3-V4 and V4-V5 seemed to produce more reproducible results than V1-V3. Neither sequencing batch nor change of operator affected the reproducibility of bacterial diversity profiles. Therefore, DNA extraction strategy and 16S rDNA hypervariable regions both influenced the results of oral microbiota biodiversity profiling, thus should be carefully considered in study design and data interpretation.
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Mailhe M, Ricaboni D, Vitton V, Gonzalez JM, Bachar D, Dubourg G, Cadoret F, Robert C, Delerce J, Levasseur A, Fournier PE, Angelakis E, Lagier JC, Raoult D. Repertoire of the gut microbiota from stomach to colon using culturomics and next-generation sequencing. BMC Microbiol 2018; 18:157. [PMID: 30355340 PMCID: PMC6201554 DOI: 10.1186/s12866-018-1304-7] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2018] [Accepted: 10/04/2018] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Most studies on the human microbiota have analyzed stool samples, although a large proportion of the absorption of nutrients takes place in upper gut tract. We collected samples from different locations along the entire gastrointestinal tract from six patients who had simultaneously undergone upper endoscopy and colonoscopy, to perform a comprehensive analysis using culturomics with matrix assisted laser desorption ionisation - time of flight (MALDI-TOF) identification and by metagenomics targeting the 16S ribosomal ribonucleic acid (rRNA) gene. RESULTS Using culturomics, we isolated 368 different bacterial species, including 37 new species. Fewer species were isolated in the upper gut: 110 in the stomach and 106 in the duodenum, while 235 were isolated from the left colon (p < 0.02). We isolated fewer aero-intolerant species in the upper gut: 37 from the stomach and 150 from the left colon (p < 0.004). Using metagenomics, 1,021 species were identified. The upper gut microbiota was revealed to be less rich than the lower gut microbiota, with 37,622 reads from the stomach, 28,390 from the duodenum, and 79,047 from the left colon (p < 0.009). There were fewer reads for aero-intolerant species in the upper gut (8,656 in the stomach, 5,188 in the duodenum and 72,262 in the left colon, p < 0.02). Patients taking proton pump inhibitors (PPI) were then revealed to have a higher stomach pH and a greater diversity of species in the upper digestive tract than patients not receiving treatment (p < 0.001). CONCLUSION Significant modifications in bacterial composition and diversity exist throughout the gastrointestinal tract. We suggest that the upper gut may be key to understanding the relationship between the gut microbiota and health.
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Affiliation(s)
- Morgane Mailhe
- Aix Marseille Univ, IRD, MEPHI, IHU - Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
| | - Davide Ricaboni
- Aix Marseille Univ, IRD, MEPHI, IHU - Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
- Department of Clinical and Biomedical Sciences Luigi Sacco, III Division of Infectious Diseases, University of Milano, Via GB Grassi, 74, 20157 Milan, Italy
| | - Véronique Vitton
- Service de Gastroentérologie, Hôpital Nord, Assistance Publique-Hôpitaux de Marseille, 13915 Marseille, France
| | - Jean-Michel Gonzalez
- Service de Gastroentérologie, Hôpital Nord, Assistance Publique-Hôpitaux de Marseille, 13915 Marseille, France
| | - Dipankar Bachar
- Aix Marseille Univ, IRD, MEPHI, IHU - Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
| | - Grégory Dubourg
- Aix Marseille Univ, IRD, MEPHI, IHU - Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
| | - Frédéric Cadoret
- Aix Marseille Univ, IRD, MEPHI, IHU - Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
| | - Catherine Robert
- Aix Marseille Univ, IRD, VITROME, IHU - Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseillle, France
| | - Jérémy Delerce
- Aix Marseille Univ, IRD, MEPHI, IHU - Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
| | - Anthony Levasseur
- Aix Marseille Univ, IRD, MEPHI, IHU - Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
| | - Pierre-Edouard Fournier
- Aix Marseille Univ, IRD, VITROME, IHU - Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseillle, France
| | - Emmanouil Angelakis
- Aix Marseille Univ, IRD, VITROME, IHU - Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseillle, France
| | - Jean-Christophe Lagier
- Aix Marseille Univ, IRD, MEPHI, IHU - Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
| | - Didier Raoult
- Aix Marseille Univ, IRD, MEPHI, IHU - Méditerranée Infection, 19-21 Boulevard Jean Moulin, 13005 Marseille, France
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Hardwick SA, Chen WY, Wong T, Kanakamedala BS, Deveson IW, Ongley SE, Santini NS, Marcellin E, Smith MA, Nielsen LK, Lovelock CE, Neilan BA, Mercer TR. Synthetic microbe communities provide internal reference standards for metagenome sequencing and analysis. Nat Commun 2018; 9:3096. [PMID: 30082706 PMCID: PMC6078961 DOI: 10.1038/s41467-018-05555-0] [Citation(s) in RCA: 62] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2018] [Accepted: 06/20/2018] [Indexed: 12/12/2022] Open
Abstract
The complexity of microbial communities, combined with technical biases in next-generation sequencing, pose a challenge to metagenomic analysis. Here, we develop a set of internal DNA standards, termed “sequins” (sequencing spike-ins), that together constitute a synthetic community of artificial microbial genomes. Sequins are added to environmental DNA samples prior to library preparation, and undergo concurrent sequencing with the accompanying sample. We validate the performance of sequins by comparison to mock microbial communities, and demonstrate their use in the analysis of real metagenome samples. We show how sequins can be used to measure fold change differences in the size and structure of accompanying microbial communities, and perform quantitative normalization between samples. We further illustrate how sequins can be used to benchmark and optimize new methods, including nanopore long-read sequencing technology. We provide metagenome sequins, along with associated data sets, protocols, and an accompanying software toolkit, as reference standards to aid in metagenomic studies. Complex microbial communities pose a challenge to metagenomic analysis. Here the authors develop ‘sequins’, internal DNA standards that represent a synthetic community of artificial genomes.
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Affiliation(s)
- Simon A Hardwick
- Garvan Institute of Medical Research, Sydney, 2010, NSW, Australia.,St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, 2052, NSW, Australia
| | - Wendy Y Chen
- Garvan Institute of Medical Research, Sydney, 2010, NSW, Australia.,St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, 2052, NSW, Australia
| | - Ted Wong
- Garvan Institute of Medical Research, Sydney, 2010, NSW, Australia
| | | | - Ira W Deveson
- Garvan Institute of Medical Research, Sydney, 2010, NSW, Australia.,St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, 2052, NSW, Australia
| | - Sarah E Ongley
- School of Biotechnology and Biomolecular Sciences, UNSW Sydney, Sydney, 2052, NSW, Australia.,School of Environmental and Life Sciences, The University of Newcastle, Callaghan, 2308, NSW, Australia
| | - Nadia S Santini
- Centre for Marine Bioinnovation UNSW Sydney, Sydney, 2052, NSW, Australia.,Instituto de Ecologia, Universidad Nacional Autonoma de Mexico, Mexico City, 04500, Mexico
| | - Esteban Marcellin
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, Brisbane, 4072, Queensland, Australia
| | - Martin A Smith
- Garvan Institute of Medical Research, Sydney, 2010, NSW, Australia.,St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, 2052, NSW, Australia
| | - Lars K Nielsen
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, Brisbane, 4072, Queensland, Australia
| | - Catherine E Lovelock
- School of Biological Sciences, The University of Queensland, Brisbane, 4072, QLD, Australia
| | - Brett A Neilan
- School of Biotechnology and Biomolecular Sciences, UNSW Sydney, Sydney, 2052, NSW, Australia.,School of Environmental and Life Sciences, The University of Newcastle, Callaghan, 2308, NSW, Australia
| | - Tim R Mercer
- Garvan Institute of Medical Research, Sydney, 2010, NSW, Australia. .,St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, 2052, NSW, Australia. .,Altius Institute for Biomedical Sciences, Seattle, 98121, WA, USA.
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34
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35
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The nasopharyngeal microbiota in patients with viral respiratory tract infections is enriched in bacterial pathogens. Eur J Clin Microbiol Infect Dis 2018; 37:1725-1733. [DOI: 10.1007/s10096-018-3305-8] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Accepted: 06/15/2018] [Indexed: 01/05/2023]
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36
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Amrane S, Raoult D, Lagier JC. Metagenomics, culturomics, and the human gut microbiota. Expert Rev Anti Infect Ther 2018; 16:373-375. [PMID: 29668334 DOI: 10.1080/14787210.2018.1467268] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Sophie Amrane
- a Aix Marseille University, IRD, MEPHI, IHU-Méditerranée Infection , Marseille , France
| | - Didier Raoult
- a Aix Marseille University, IRD, MEPHI, IHU-Méditerranée Infection , Marseille , France
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37
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Wu WK, Chen CC, Panyod S, Chen RA, Wu MS, Sheen LY, Chang SC. Optimization of fecal sample processing for microbiome study - The journey from bathroom to bench. J Formos Med Assoc 2018; 118:545-555. [PMID: 29490879 DOI: 10.1016/j.jfma.2018.02.005] [Citation(s) in RCA: 93] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Revised: 01/23/2018] [Accepted: 02/05/2018] [Indexed: 12/30/2022] Open
Abstract
Although great interest has been displayed by researchers in the contribution of gut microbiota to human health, there is still no standard protocol with consensus to guarantee the sample quality of metagenomic analysis. Here we reviewed existing methodology studies and present suggestions for optimizing research pipeline from fecal sample collection to DNA extraction. First, we discuss strategies of clinical metadata collection as common confounders for microbiome research. Second, we propose general principles for freshly collected fecal sample and its storage and share a DIY stool collection kit protocol based on the manual procedure of Human Microbiome Project (HMP). Third, we provide a useful information of collection kit with DNA stabilization buffers and compare their pros and cons for multi-omic study. Fourth, we offer technical strategies as well as information of novel tools for sample aliquoting before long-term storage. Fifth, we discuss the substantial impact of different DNA extraction protocols on technical variations of metagenomic analysis. And lastly, we point out the limitation of current methods and the unmet needs for better quality control of metagenomic analysis. We hope the information provided here will help investigators in this exciting field to advance their studies while avoiding experimental artifacts.
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Affiliation(s)
- Wei-Kai Wu
- Department of Internal Medicine, National Taiwan University Hospital Bei-Hu Branch, Taipei, Taiwan; Institute of Food Science and Technology, National Taiwan University, Taipei, Taiwan
| | - Chieh-Chang Chen
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Suraphan Panyod
- Institute of Food Science and Technology, National Taiwan University, Taipei, Taiwan; College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Rou-An Chen
- Institute of Food Science and Technology, National Taiwan University, Taipei, Taiwan
| | - Ming-Shiang Wu
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan; College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Lee-Yan Sheen
- Institute of Food Science and Technology, National Taiwan University, Taipei, Taiwan
| | - Shan-Chwen Chang
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan; College of Medicine, National Taiwan University, Taipei, Taiwan.
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38
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Hamad I, Abou Abdallah R, Ravaux I, Mokhtari S, Tissot-Dupont H, Michelle C, Stein A, Lagier JC, Raoult D, Bittar F. Metabarcoding analysis of eukaryotic microbiota in the gut of HIV-infected patients. PLoS One 2018; 13:e0191913. [PMID: 29385188 PMCID: PMC5791994 DOI: 10.1371/journal.pone.0191913] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Accepted: 01/12/2018] [Indexed: 12/14/2022] Open
Abstract
Research on the relationship between changes in the gut microbiota and human disease, including AIDS, is a growing field. However, studies on the eukaryotic component of the intestinal microbiota have just begun and have not yet been conducted in HIV-infected patients. Moreover, eukaryotic community profiling is influenced by the use of different methodologies at each step of culture-independent techniques. Herein, initially, four DNA extraction protocols were compared to test the efficiency of each method in recovering eukaryotic DNA from fecal samples. Our results revealed that recovering eukaryotic components from fecal samples differs significantly among DNA extraction methods. Subsequently, the composition of the intestinal eukaryotic microbiota was evaluated in HIV-infected patients and healthy volunteers through clone sequencing, high-throughput sequencing of nuclear ribosomal internal transcribed spacers 1 (ITS1) and 2 (ITS2) amplicons and real-time PCRs. Our results revealed that not only richness (Chao-1 index) and alpha diversity (Shannon diversity) differ between HIV-infected patients and healthy volunteers, depending on the molecular strategy used, but also the global eukaryotic community composition, with little overlapping taxa found between techniques. Moreover, our results based on cloning libraries and ITS1/ITS2 metabarcoding sequencing showed significant differences in fungal composition between HIV-infected patients and healthy volunteers, but without distinct clusters separating the two groups. Malassezia restricta was significantly more prevalent in fecal samples of HIV-infected patients, according to cloning libraries, whereas operational taxonomic units (OTUs) belonging to Candida albicans and Candida tropicalis were significantly more abundant in fecal samples of HIV-infected patients compared to healthy subjects in both ITS subregions. Finally, real-time PCR showed the presence of Microsporidia, Giardia lamblia, Blastocystis and Hymenolepis diminuta in different proportions in fecal samples from HIV patients as compared to healthy individuals. Our work revealed that the use of different sequencing approaches can impact the perceived eukaryotic diversity results of the human gut. We also provide a more comprehensive view of the eukaryotic community in the gut of HIV-infected patients through the complementarity of the different molecular techniques used. Combining these various methodologies may provide a gold standard for a more complete characterization of the eukaryotic microbiome in future studies.
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Affiliation(s)
- Ibrahim Hamad
- Aix-Marseille Université, CNRS 7278, IRD 198, Inserm 1095, AP-HM, URMITE, IHU Méditerranée Infection, Marseille, France
- Charmo University, Charmo Research Center, Chamchamal/Sulaimani, Iraq
| | - Rita Abou Abdallah
- Aix-Marseille Université, CNRS 7278, IRD 198, Inserm 1095, AP-HM, URMITE, IHU Méditerranée Infection, Marseille, France
| | - Isabelle Ravaux
- Service de Maladies Infectieuses et tropicales, CHU de la Conception, IHU Méditerranée Infection, Marseille, France
| | - Saadia Mokhtari
- Assistance Publique Hôpitaux de Marseille, CHU Nord, Pôle Infectieux, IHU Méditerranée Infection, Marseille, France
| | - Hervé Tissot-Dupont
- Aix-Marseille Université, CNRS 7278, IRD 198, Inserm 1095, AP-HM, URMITE, IHU Méditerranée Infection, Marseille, France
| | - Caroline Michelle
- Aix-Marseille Université, CNRS 7278, IRD 198, Inserm 1095, AP-HM, URMITE, IHU Méditerranée Infection, Marseille, France
| | - Andreas Stein
- Service de Maladies Infectieuses et tropicales, CHU de la Conception, IHU Méditerranée Infection, Marseille, France
| | - Jean-Christophe Lagier
- Aix-Marseille Université, CNRS 7278, IRD 198, Inserm 1095, AP-HM, URMITE, IHU Méditerranée Infection, Marseille, France
| | - Didier Raoult
- Aix-Marseille Université, CNRS 7278, IRD 198, Inserm 1095, AP-HM, URMITE, IHU Méditerranée Infection, Marseille, France
| | - Fadi Bittar
- Aix-Marseille Université, CNRS 7278, IRD 198, Inserm 1095, AP-HM, URMITE, IHU Méditerranée Infection, Marseille, France
- * E-mail:
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Grégory D, Chaudet H, Lagier JC, Raoult D. How mass spectrometric approaches applied to bacterial identification have revolutionized the study of human gut microbiota. Expert Rev Proteomics 2018; 15:217-229. [PMID: 29336192 DOI: 10.1080/14789450.2018.1429271] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
INTRODUCTION Describing the human hut gut microbiota is one the most exciting challenges of the 21st century. Currently, high-throughput sequencing methods are considered as the gold standard for this purpose, however, they suffer from several drawbacks, including their inability to detect minority populations. The advent of mass-spectrometric (MS) approaches to identify cultured bacteria in clinical microbiology enabled the creation of the culturomics approach, which aims to establish a comprehensive repertoire of cultured prokaryotes from human specimens using extensive culture conditions. Areas covered: This review first underlines how mass spectrometric approaches have revolutionized clinical microbiology. It then highlights the contribution of MS-based methods to culturomics studies, paying particular attention to the extension of the human gut microbiota repertoire through the discovery of new bacterial species. Expert commentary: MS-based approaches have enabled cultivation methods to be resuscitated to study the human gut microbiota and thus to fill in the blanks left by high-throughput sequencing methods in terms of culturing minority populations. Continued efforts to recover new taxa using culture methods, combined with their rapid implementation in genomic databases, would allow for an exhaustive analysis of the gut microbiota through the use of a comprehensive approach.
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Affiliation(s)
- Dubourg Grégory
- a Aix Marseille Université, Microbes Evolution Phylogeny and Infections (MEPHI), Assistance Publique - Hôpitaux de Marseille - IHU Méditerranée Infection , Marseille , France
| | - Hervé Chaudet
- a Aix Marseille Université, Microbes Evolution Phylogeny and Infections (MEPHI), Assistance Publique - Hôpitaux de Marseille - IHU Méditerranée Infection , Marseille , France
| | - Jean-Christophe Lagier
- a Aix Marseille Université, Microbes Evolution Phylogeny and Infections (MEPHI), Assistance Publique - Hôpitaux de Marseille - IHU Méditerranée Infection , Marseille , France
| | - Didier Raoult
- a Aix Marseille Université, Microbes Evolution Phylogeny and Infections (MEPHI), Assistance Publique - Hôpitaux de Marseille - IHU Méditerranée Infection , Marseille , France
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40
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Tidjani Alou M, Million M, Traore SI, Mouelhi D, Khelaifia S, Bachar D, Caputo A, Delerce J, Brah S, Alhousseini D, Sokhna C, Robert C, Diallo BA, Diallo A, Parola P, Golden M, Lagier JC, Raoult D. Gut Bacteria Missing in Severe Acute Malnutrition, Can We Identify Potential Probiotics by Culturomics? Front Microbiol 2017; 8:899. [PMID: 28588566 PMCID: PMC5440526 DOI: 10.3389/fmicb.2017.00899] [Citation(s) in RCA: 77] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2016] [Accepted: 05/03/2017] [Indexed: 12/22/2022] Open
Abstract
Severe acute malnutrition is the world-leading cause of children under-five's death. Recent metagenomics studies have established a link between gut microbiota and severe acute malnutrition, describing an immaturity with a striking depletion in oxygen-sensitive prokaryotes. Amoxicillin and therapeutic diet cure most of the children with severe acute malnutrition but an irreversible disruption of the gut microbiota is suspected in the refractory and most severe cases. In these cases, therapeutic diet may be unable to reverse the microbiota alteration leading to persistent impaired development or death. In addition, as enteric sepsis is a major cause of death in this context, identification of missing gut microbes to be tested as probiotics (live bacteria that confer a benefit to the host) to restore rapidly the healthy gut microbiota and prevent the gut pathogenic invasion is of foremost importance. In this study, stool samples of malnourished patients with kwashiorkor and healthy children were collected from Niger and Senegal and analyzed by culturomics and metagenomics. We found a globally decreased diversity, a decrease in the hitherto unknown diversity (new species isolation), a depletion in oxygen-sensitive prokaryotes including Methanobrevibacter smithii and an enrichment in potentially pathogenic Proteobacteria, Fusobacteria and Streptococcus gallolyticus. A complex of 12 species identified only in healthy children using culturomics and metagenomics were identified as probiotics candidates, providing a possible, defined, reproducible, safe, and convenient alternative to fecal transplantation to restore a healthy gut microbiota in malnourished children. Microbiotherapy based on selected strains has the potential to improve the current treatment of severe acute malnutrition and prevent relapse and death by reestablishing a healthy gut microbiota.
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Affiliation(s)
- Maryam Tidjani Alou
- URMITE, Aix Marseille Université, UM63, Centre National de la Recherche Scientifique 7278, IRD 198, Institut National de la Santé Et de la Recherche Médicale 1095, IHU-Méditerranée InfectionMarseille, France.,Laboratoire de Microbiologie, Département de Biologie, Université Abdou Moumouni de NiameyNiamey, Niger
| | - Matthieu Million
- URMITE, Aix Marseille Université, UM63, Centre National de la Recherche Scientifique 7278, IRD 198, Institut National de la Santé Et de la Recherche Médicale 1095, IHU-Méditerranée InfectionMarseille, France
| | - Sory I Traore
- URMITE, Aix Marseille Université, UM63, Centre National de la Recherche Scientifique 7278, IRD 198, Institut National de la Santé Et de la Recherche Médicale 1095, IHU-Méditerranée InfectionMarseille, France.,Département d'Epidémiologie des Affections Parasitaires, Faculté de Médecine, Université des Sciences, des Techniques et Technologies de BamakoBamako, Mali
| | - Donia Mouelhi
- URMITE, Aix Marseille Université, UM63, Centre National de la Recherche Scientifique 7278, IRD 198, Institut National de la Santé Et de la Recherche Médicale 1095, IHU-Méditerranée InfectionMarseille, France
| | - Saber Khelaifia
- URMITE, Aix Marseille Université, UM63, Centre National de la Recherche Scientifique 7278, IRD 198, Institut National de la Santé Et de la Recherche Médicale 1095, IHU-Méditerranée InfectionMarseille, France
| | - Dipankar Bachar
- URMITE, Aix Marseille Université, UM63, Centre National de la Recherche Scientifique 7278, IRD 198, Institut National de la Santé Et de la Recherche Médicale 1095, IHU-Méditerranée InfectionMarseille, France
| | - Aurelia Caputo
- URMITE, Aix Marseille Université, UM63, Centre National de la Recherche Scientifique 7278, IRD 198, Institut National de la Santé Et de la Recherche Médicale 1095, IHU-Méditerranée InfectionMarseille, France
| | - Jeremy Delerce
- URMITE, Aix Marseille Université, UM63, Centre National de la Recherche Scientifique 7278, IRD 198, Institut National de la Santé Et de la Recherche Médicale 1095, IHU-Méditerranée InfectionMarseille, France
| | - Souleymane Brah
- Service de Médecine Interne et Générale, Hôpital de NiameyNiamey, Niger
| | | | - Cheikh Sokhna
- Unité de Recherche sur les Maladies Infectieuses et Tropicales Emergentes IRD 198, Centre National de la Recherche Scientifique 7278, Aix-Marseille UniversitéDakar, Senegal
| | - Catherine Robert
- URMITE, Aix Marseille Université, UM63, Centre National de la Recherche Scientifique 7278, IRD 198, Institut National de la Santé Et de la Recherche Médicale 1095, IHU-Méditerranée InfectionMarseille, France
| | - Bouli A Diallo
- Laboratoire de Microbiologie, Département de Biologie, Université Abdou Moumouni de NiameyNiamey, Niger
| | - Aldiouma Diallo
- Unité de Recherche sur les Maladies Infectieuses et Tropicales Emergentes IRD 198, Centre National de la Recherche Scientifique 7278, Aix-Marseille UniversitéDakar, Senegal
| | - Philippe Parola
- URMITE, Aix Marseille Université, UM63, Centre National de la Recherche Scientifique 7278, IRD 198, Institut National de la Santé Et de la Recherche Médicale 1095, IHU-Méditerranée InfectionMarseille, France
| | - Michael Golden
- Department of Medicine and Therapeutics, University of AberdeenAberdeen, United Kingdom
| | - Jean-Christophe Lagier
- URMITE, Aix Marseille Université, UM63, Centre National de la Recherche Scientifique 7278, IRD 198, Institut National de la Santé Et de la Recherche Médicale 1095, IHU-Méditerranée InfectionMarseille, France
| | - Didier Raoult
- URMITE, Aix Marseille Université, UM63, Centre National de la Recherche Scientifique 7278, IRD 198, Institut National de la Santé Et de la Recherche Médicale 1095, IHU-Méditerranée InfectionMarseille, France
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Raoult D. The study of microbiota needs both microbiologists and medical doctors. Clin Microbiol Infect 2017; 23:500-501. [PMID: 28285978 DOI: 10.1016/j.cmi.2017.03.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2017] [Revised: 02/09/2017] [Accepted: 03/01/2017] [Indexed: 12/22/2022]
Affiliation(s)
- D Raoult
- Aix Marseille Univ, INSERM, CNRS, IRD, URMITE, Marseille, France.
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Gut microbiome and dietary patterns in different Saudi populations and monkeys. Sci Rep 2016; 6:32191. [PMID: 27578328 PMCID: PMC5006041 DOI: 10.1038/srep32191] [Citation(s) in RCA: 53] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2016] [Accepted: 07/07/2016] [Indexed: 02/06/2023] Open
Abstract
Host genetics, environment, lifestyle and proximity between hosts strongly influence the composition of the gut microbiome. To investigate the association of dietary variables with the gut microbiota, we used 16S rDNA sequencing to test the fecal microbiome of Bedouins and urban Saudis and we compared it to the gut microbiome of baboons living in close contact with Bedouins and eating their leftovers. We also analyzed fermented dairy products commonly consumed by Bedouins in order to investigate their impact on the gut microbiome of this population. We found that the gut microbiomes of westernized urban Saudis had significantly lower richness and biodiversity than the traditional Bedouin population. The gut microbiomes of baboons were more similar to that of Bedouins compared to urban Saudis, probably due the dietary overlap between baboons and Bedouins. Moreover, we found clusters that were compositionally similar to clusters identified in humans and baboons, characterized by differences in Acinetobacter, Turicibacter and Collinsella. The fermented food presented significantly more bacteria genera common to the gut microbiome of Bedouins compared to urban Saudis. These results support the hypothesis that dietary habits influence the composition of the gut microbiome.
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