12 results on '"Buffet-Bataillon S"'
Search Results
2. SPARTA: Interpretable functional classification of microbiomes and detection of hidden cumulative effects.
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Ruiz B, Belcour A, Blanquart S, Buffet-Bataillon S, Le Huërou-Luron I, Siegel A, and Le Cunff Y
- Subjects
- Humans, Microbiota genetics, Microbiota physiology, Algorithms, Software, Reproducibility of Results, RNA, Ribosomal, 16S genetics, Bacteria genetics, Bacteria classification, Computational Biology methods, Gastrointestinal Microbiome genetics, Gastrointestinal Microbiome physiology
- Abstract
The composition of the gut microbiota is a known factor in various diseases and has proven to be a strong basis for automatic classification of disease state. A need for a better understanding of microbiota data on the functional scale has since been voiced, as it would enhance these approaches' biological interpretability. In this paper, we have developed a computational pipeline for integrating the functional annotation of the gut microbiota into an automatic classification process and facilitating downstream interpretation of its results. The process takes as input taxonomic composition data, which can be built from 16S or whole genome sequencing, and links each component to its functional annotations through interrogation of the UniProt database. A functional profile of the gut microbiota is built from this basis. Both profiles, microbial and functional, are used to train Random Forest classifiers to discern unhealthy from control samples. SPARTA ensures full reproducibility and exploration of inherent variability by extending state-of-the-art methods in three dimensions: increased number of trained random forests, selection of important variables with an iterative process, repetition of full selection process from different seeds. This process shows that the translation of the microbiota into functional profiles gives non-significantly different performances when compared to microbial profiles on 5 of 6 datasets. This approach's main contribution however stems from its interpretability rather than its performance: through repetition, it also outputs a robust subset of discriminant variables. These selections were shown to be more consistent than those obtained by a state-of-the-art method, and their contents were validated through a manual bibliographic research. The interconnections between selected taxa and functional annotations were also analyzed and revealed that important annotations emerge from the cumulated influence of non-selected taxa., Competing Interests: The authors have declared that no competing interests exist., (Copyright: © 2024 Ruiz et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
- Published
- 2024
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3. Comparison of four DNA extraction kits efficiency for 16SrDNA microbiota profiling of diverse human samples.
- Author
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Gall-David SL, Boudry G, and Buffet-Bataillon S
- Abstract
Aim: The current study investigated the performance of 4 widely used DNA extraction kits using different types of high (stool) and low biomass samples (chyme, broncho alveolar lavage and sputum)., Methods: Qiagen Powerfecal Pro DNA kit, Macherey Nucleospin Soil kit, Macherey Nucleospin Tissue Kit and MagnaPure LC DNA isolation kit III were evaluated in terms of DNA quantity, quality, diversity and composition profiles., Results: The quantity and quality of DNA varied among the four kits. The microbiota of the stool samples showed similar diversity and compositional profiles for the 4 kits., Conclusion: Despite differences in DNA quality and quantity, the 4 kits yielded similar results for stool samples, while all kits were not sensitive enough for low biomass samples., (© 2023 The Authors.)
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- 2023
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4. Gut microbiota analysis for prediction of clinical relapse in Crohn's disease.
- Author
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Buffet-Bataillon S, Bouguen G, Fleury F, Cattoir V, and Le Cunff Y
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- Humans, Fatty Acids, Volatile analysis, Feces microbiology, Clostridiales, Chronic Disease, Firmicutes, Recurrence, Gastrointestinal Microbiome genetics, Crohn Disease diagnosis
- Abstract
The role of intestinal bacterial microbiota has been described as key in the pathophysiology of Crohn's disease (CD). CD is characterized by frequent relapses after periods of remission which are not entirely understood. In this paper, we investigate whether the heterogeneity in microbiota profiles in CD patients could be a suitable predictor for these relapses. This prospective observational study involved 259 CD patients, in which 41 provided an additional total of 62 consecutive fecal samples, with an average interval of 25 weeks in between each of these samples. Fecal microbiota was analyzed by massive genomic sequencing through 16 S rRNA amplicon sampling. We found that our 259 CD patients could be split into three distinct subgroups of microbiota (G1, G2, G3). From G1 to G3, we noticed a progressive decrease in alpha diversity (p ≤ 0.0001) but no change in the fecal calprotectin (FC) level. Focusing on the 103 consecutive samples from 41 CD patients, we showed that the patients microbiota profiles were remarkably stable over time and associated with increasing symptom severity. Investigating further this microbiota/severity association revealed that the first signs of aggravation are (1) a loss of the main anti-inflammatory Short-Chain Fatty Acids (SCFAs) Roseburia, Eubacterium, Subdoligranumum, Ruminococcus (P < 0.05), (2) an increase in pro-inflammatory pathogens Proteus, Finegoldia (P < 0.05) while (3) an increase of other minor SCFA producers such as Ezakiella, Anaerococcus, Megasphaera, Anaeroglobus, Fenollaria (P < 0.05). Further aggravation of clinical signs is significantly linked to the subsequent loss of these minor SCFAs species and to an increase in other proinflammatory Proteobacteria such as Klebsiella, Pseudomonas, Salmonella, Acinetobacter, Hafnia and proinflammatory Firmicutes such as Staphylococcus, Enterococcus, Streptococcus. (P < 0.05). To our knowledge, this is the first study (1) specifically identifying subgroups of microbiota profiles in CD patients, (2) relating these groups to the evolution of symptoms over time and (3) showing a two-step process in CD symptoms' worsening. This paves the way towards a better understanding of patient-to-patient heterogeneity, as well as providing early warning signals of future aggravation of the symptoms and eventually adapting empirically treatments., (© 2022. The Author(s).)
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- 2022
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5. Different Fecal Microbiota in Hirschsprung's Patients With and Without Associated Enterocolitis.
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Arnaud AP, Cousin I, Schmitt F, Petit T, Parmentier B, Levard G, Podevin G, Guinot A, DeNapoli S, Hervieux E, Flaum V, De Vries P, Randuineau G, David-Le Gall S, Buffet-Bataillon S, and Boudry G
- Abstract
Background and Objectives: Patients with Hirschsprung's disease are at risk of developing Hirschsprung-associated enterocolitis, especially in the first 2 years of life. The pathophysiology of this inflammatory disease remains unclear, and intestinal dysbiosis has been proposed in the last decade. The primary objective of this study was to evaluate in a large cohort if Hirschsprung-associated enterocolitis was associated with alterations of fecal bacterial composition compared with HD without enterocolitis in different age groups., Methods: We analyzed the fecal microbiota structure of 103 Hirschsprung patients from 3 months to 16 years of age, all of whom had completed definitive surgery for rectosigmoid Hirschsprung. 16S rRNA gene sequencing allowed us to compare the microbiota composition between Hirschsprung's disease patients with (HAEC group) or without enterocolitis (HD group) in different age groups (0-2, 2-6, 6-12, and 12-16 years)., Results: Richness and diversity increased with age group but did not differ between HD and HAEC patients, irrespective of the age group. Relative abundance of Actinobacteria was lower in HAEC than in HD patients under 2 years of age (-66%, P = 0.045). Multivariate analysis by linear models (MaAsLin) considering sex, medications, birth mode, breast-feeding, and the Bristol stool scale, as well as surgery parameters, highlighted Flavonifractor plautii and Eggerthella lenta , as well as Ruminococcus gnavus group, as positively associated with Hirschsprung-associated enterocolitis in the 0-2 years age group., Conclusion: Hirschsprung-associated enterocolitis was associated with features of intestinal dysbiosis in infants (0-2 years) but not in older patients. This could explain the highest rate of enterocolitis in this age group., Clinical Trial Registration: https://clinicaltrials.gov/ct2/show/NCT02857205, MICROPRUNG, NCT02857205, 02/08/2016., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Arnaud, Cousin, Schmitt, Petit, Parmentier, Levard, Podevin, Guinot, DeNapoli, Hervieux, Flaum, De Vries, Randuineau, David-Le Gall, Buffet-Bataillon and Boudry.)
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- 2022
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6. Efficient and Quality-Optimized Metagenomic Pipeline Designed for Taxonomic Classification in Routine Microbiological Clinical Tests.
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Buffet-Bataillon S, Rizk G, Cattoir V, Sassi M, Thibault V, Del Giudice J, and Gangneux JP
- Abstract
Metagenomics analysis is now routinely used for clinical diagnosis in several diseases, and we need confidence in interpreting metagenomics analysis of microbiota. Particularly from the side of clinical microbiology, we consider that it would be a major milestone to further advance microbiota studies with an innovative and significant approach consisting of processing steps and quality assessment for interpreting metagenomics data used for diagnosis. Here, we propose a methodology for taxon identification and abundance assessment of shotgun sequencing data of microbes that are well fitted for clinical setup. Processing steps of quality controls have been developed in order (i) to avoid low-quality reads and sequences, (ii) to optimize abundance thresholds and profiles, (iii) to combine classifiers and reference databases for best classification of species and abundance profiles for both prokaryotic and eukaryotic sequences, and (iv) to introduce external positive control. We find that the best strategy is to use a pipeline composed of a combination of different but complementary classifiers such as Kraken2/Bracken and Kaiju. Such improved quality assessment will have a major impact on the robustness of biological and clinical conclusions drawn from metagenomic studies.
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- 2022
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7. New Insights Into Microbiota Modulation-Based Nutritional Interventions for Neurodevelopmental Outcomes in Preterm Infants.
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Buffet-Bataillon S, Bellanger A, Boudry G, Gangneux JP, Yverneau M, Beuchée A, Blat S, and Le Huërou-Luron I
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Gut microbiota and the central nervous system have parallel developmental windows during pre and post-natal life. Increasing evidences suggest that intestinal dysbiosis in preterm infants predisposes the neonate to adverse neurological outcomes later in life. Understanding the link between gut microbiota colonization and brain development to tailor therapies aimed at optimizing initial colonization and microbiota development are promising strategies to warrant adequate brain development and enhance neurological outcomes in preterm infants. Breast-feeding has been associated with both adequate cognitive development and healthy microbiota in preterms. Infant formula are industrially produced substitutes for infant nutrition that do not completely recapitulate breast-feeding benefices and could be largely improved by the understanding of the role of breast milk components upon gut microbiota. In this review, we will first discuss the nutritional and bioactive component information on breast milk composition and its contribution to the assembly of the neonatal gut microbiota in preterms. We will then discuss the emerging pathways connecting the gut microbiota and brain development. Finally, we will discuss the promising microbiota modulation-based nutritional interventions (including probiotic and prebiotic supplementation of infant formula and maternal nutrition) for improving neurodevelopmental outcomes., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2021 Buffet-Bataillon, Bellanger, Boudry, Gangneux, Yverneau, Beuchée, Blat and Le Huërou-Luron.)
- Published
- 2021
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8. Bacterial gut dysbiosis is associated with Crohn's disease symptoms but not with elevated fecal calprotectin.
- Author
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Buffet-Bataillon S, Landreau C, Siproudhis L, Cattoir V, and Bouguen G
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- Biomarkers, Dysbiosis, Feces, Humans, Leukocyte L1 Antigen Complex, Crohn Disease complications, Crohn Disease diagnosis, Gastrointestinal Microbiome
- Published
- 2021
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9. A European ECMM-ESCMID survey on goals and practices for mycobiota characterisation using next-generation sequencing.
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Gangneux JP, Guegan H, Vandenborght LE, Buffet-Bataillon S, Enaud R, and Delhaes L
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- Humans, Internationality, Surveys and Questionnaires, Fungi classification, Goals, High-Throughput Nucleotide Sequencing, Mycobiome genetics
- Abstract
Although substantial efforts have been made to investigate about the composition of the microbiota, fungi that constitute the mycobiota play a pivotal role in maintaining microbial communities and physiological processes in the body. Here, we conducted an international survey focusing on laboratory's current procedures regarding their goals and practices of mycobiota characterisation using NGS. A questionnaire was proposed to laboratories affiliated to working groups from ECMM (NGS study group) and ESCMID (ESGHAMI and EFISG study groups). Twenty-six questionnaires from 18 countries were received. The use of NGS to characterise the mycobiota was not in routine for most of the laboratories (N = 23, 82%), and the main reason of using NGS was primary to understand the pathophysiology of a dysbiosis (N = 20), to contribute to a diagnosis (N = 16) or to implement a therapeutic strategy (N = 12). Other reported reasons were to evaluate the exposome (environmental studies) (N = 10) or to investigate epidemics (N = 8). Sputum is the main sample studied, and cystic fibrosis represents a major disease studied via the analysis of pulmonary microbiota. No consensus has emerged for the choice of the targets with 18S, ITS1 and ITS2 used alternatively among the laboratories. Other answers are detailed in the manuscript. We report a photography of mycobiota analysis that may become a major tool in the near future. We can draw some conclusions on the diversity of approaches within the answers of the 27 laboratories and underline the need for standardisation., (© 2019 Blackwell Verlag GmbH.)
- Published
- 2019
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10. Postoperative Spinal Implant Infections in Children: Risk Factors, Characteristics and Outcome.
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Lamberet A, Violas P, Buffet-Bataillon S, Hamel A, Launay E, Lamberet R, Arvieux C, and Tattevin P
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- Adolescent, Anti-Bacterial Agents therapeutic use, Child, Enterobacteriaceae, Enterobacteriaceae Infections drug therapy, Female, Humans, Male, Medical Records, Postoperative Complications drug therapy, Retrospective Studies, Risk Factors, Staphylococcal Infections drug therapy, Staphylococcus aureus, Surveys and Questionnaires, Treatment Outcome, Postoperative Complications microbiology, Prostheses and Implants microbiology, Spinal Fusion adverse effects
- Abstract
Background: Postoperative infection is a major complication of spinal surgery with implants. We aimed to identify risk factors for, and characteristics of, postoperative spinal infections in children., Methods: We performed a retrospective observational study of all children who underwent posterior spinal fusion with instrumentation in 2 referral hospitals in 2008-2013. Spinal infections were defined as local and/or general signs of infection that required surgical treatment in the early postoperative phase (ie, within 30 days). Data were collected on a standardized questionnaire from medical charts., Results: Of the 450 children who underwent spinal surgery, 26 (5.8%) were diagnosed with early postoperative spinal implant infection, with a median age of 14 years (interquartile range, 13-17) and a median delay of 13 days postsurgery (interquartile range, 7-18). Postoperative infection was more common in children with neurologic scoliosis as compared with idiopathic scoliosis (12.2% [15/123] versus 2.4% [5/211]; P < 0.01). Neurologic scoliosis was an independent predictor of spinal implant infections (hazard ratio, 3.87 [1.72-8.69]; P < 0.001). Main pathogens were Staphylococcus aureus (n = 14) and Enterobacteriaceae (n = 8). All children underwent early surgery (wound exploration, debridement and lavage) and antibiotics for a median duration of 19 weeks [interquartile range, 12-26]. Two children (7.7%) required a second surgery. Spinal implants could be retained in all, and no relapse occurred with a follow-up of ≥24 months after antibiotic discontinuation., Conclusions: Postoperative spinal implant infection is not rare in pediatric patients, especially with neurologic scoliosis. Most children may be cured with implant retention if managed with early surgery followed by a 3-month course of appropriate antibacterial agents.
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- 2018
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11. Efflux pump induction by quaternary ammonium compounds and fluoroquinolone resistance in bacteria.
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Buffet-Bataillon S, Tattevin P, Maillard JY, Bonnaure-Mallet M, and Jolivet-Gougeon A
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- Biofilms growth & development, Biological Transport, Active drug effects, Stress, Physiological drug effects, Bacteria drug effects, Disinfectants metabolism, Drug Resistance, Bacterial, Fluoroquinolones metabolism, Membrane Transport Proteins metabolism, Quaternary Ammonium Compounds metabolism, Transcriptional Activation drug effects
- Abstract
Biocides, primarily those containing quaternary ammonium compounds (QAC), are heavily used in hospital environments and various industries (e.g., food, water, cosmetic). To date, little attention has been paid to potential implications of QAC use in the emergence of antibiotic resistance, especially fluoroquinolone-resistant bacteria in patients and in the environment. QAC-induced overexpression of efflux pumps can lead to: cross resistance with fluoroquinolones mediated by multidrug efflux pumps; stress response facilitating mutation in the Quinolone Resistance Determining Region; and biofilm formation increasing the risk of transfer of mobile genetic elements carrying fluoroquinolone or QAC resistance determinants. By following the European Biocidal Product Regulation, manufacturers of QAC are required to ensure that their QAC-based biocidal products are safe and will not contribute to emerging bacterial resistance.
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- 2016
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12. Sociocognitive determinants of self-reported compliance with standard precautions: Development and preliminary testing of a questionnaire with French health care workers.
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Michinov E, Buffet-Bataillon S, Chudy C, Constant A, Merle V, and Astagneau P
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- Adult, Critical Care, Female, France, Geriatrics, Hospitals, University, Humans, Male, Middle Aged, Pediatrics, Psychometrics, Reproducibility of Results, Self Report, Universal Precautions, Attitude of Health Personnel, Health Personnel psychology, Infection Control, Surveys and Questionnaires
- Abstract
Background: Inconsistent compliance of health care workers with standard precautions has already been documented. The objective of this study was to develop a questionnaire to investigate the sociocognitive determinants of compliance with standard precautions based on the theory of planned behavior., Methods: To construct the Standard Precautions Questionnaire (SPQ), items were selected using a systematic review of literature and semistructured interviews with 54 health care workers. Thirty-five items were selected for a draft questionnaire. These questionnaires were sent to 649 health care workers in 3 medical specialties (pediatrics, geriatrics, and intensive care) in a French University hospital. A total of 331 valid questionnaires were analyzed., Results: Factor analysis yielded a final 7-factor solution with an explained variance of 66.51%, with 24 items. The 7 dimensions were the following: attitude toward standard precautions, social influence facilitating organization, exemplary behavior of colleagues, organizational constraints, individual constraints, and intention to perform standard precautions. Some differences were observed between medical specialties on attitude toward standard precautions, social influence, and individual constraints., Conclusion: The SPQ met the conditions of reliability and validity in accordance with psychometric demands and could be used to evaluate attitudes and intention to perform standard precautions among medical and nursing staff., (Copyright © 2016 Association for Professionals in Infection Control and Epidemiology, Inc. Published by Elsevier Inc. All rights reserved.)
- Published
- 2016
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