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Condamine B, Morel-Journel T, Tesson F, Royer G, Magnan M, Bernheim A, Denamur E, Blanquart F, Clermont O. Strain phylogroup and environmental constraints shape Escherichia coli dynamics and diversity over a 20-year human gut time series. THE ISME JOURNAL 2025; 19:wrae245. [PMID: 39665373 PMCID: PMC11728103 DOI: 10.1093/ismejo/wrae245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 08/07/2024] [Accepted: 12/10/2024] [Indexed: 12/13/2024]
Abstract
Escherichia coli is an increasingly antibiotic-resistant opportunistic pathogen. Few data are available on its ecological and evolutionary dynamics in its primary commensal niche, the vertebrate gut. Using Illumina and/or Nanopore technologies, we sequenced whole genomes of 210 E. coli isolates from 22 stools sampled during a 20-year period from a healthy man (ED) living in Paris, France. All phylogroups, except C, were represented, with a predominance of B2 (34.3%), followed by A and F (19% each) phylogroups. Thirty-five clones were identified based on their haplogroup and pairwise genomic single nucleotide polymorphism distance and classified in three phenotypes according to their abundance and residence time: 25 sub-dominant/transient (52 isolates), five dominant/transient (48 isolates) and five dominant/resident (110 isolates). Four over five dominant/resident clones belonged to B2 and closely related F phylogroups, whereas sub-dominant/transient clones belonged mainly to B1, A and D phylogroups. The long residence times of B2 clones seemed to be counterbalanced by lower colonization abilities. Clones with larger within-host frequency persisted for longer. By comparing ED strain genomes to a collection of commensal E. coli genomes from 359 French individuals, we identified ED-specific genomic properties including an enrichment in genes involved in a metabolic pathway (mhp cluster) and the presence of a very rare antiviral defense island. The E. coli colonization within the gut microbiota was shaped by both the intrinsic properties of the strain lineages, in particular longer residence of phylogroup B2, and the environmental constraints such as diet or phages.
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Affiliation(s)
| | - Thibaut Morel-Journel
- Université Paris Cité, INSERM, IAME, Paris 75018, France
- Université Sorbonne Paris Nord, INSERM, IAME, Bobigny 93000, France
| | - Florian Tesson
- Université Paris Cité, INSERM, IAME, Paris 75018, France
- Institut Pasteur, Université Paris Cité, INSERM, Molecular Diversity of Microbes Lab, Paris 75015, France
| | - Guilhem Royer
- Université Paris Cité, INSERM, IAME, Paris 75018, France
- Unité de Bactériologie, Département de Prévention, Diagnostic et Traitement des Infections, AP-HP, Hôpital Henri Mondor, Créteil 94000, France
- EA 7380 Dynamyc, EnvA, UPEC, University of Paris-Est, Créteil 94000, France
| | - Mélanie Magnan
- Université Paris Cité, INSERM, CNRS, Institut Cochin, UMR 1016, Paris 75014, France
| | - Aude Bernheim
- Institut Pasteur, Université Paris Cité, INSERM, Molecular Diversity of Microbes Lab, Paris 75015, France
| | - Erick Denamur
- Université Paris Cité, INSERM, IAME, Paris 75018, France
- AP-HP, Laboratoire de Génétique Moléculaire, Hôpital Bichat, Paris 75018, France
| | - François Blanquart
- Center for Interdisciplinary Research in Biology, CNRS, Collège de France, PSL Research University, Paris 75005, France
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Walker GK, Suyemoto MM, Jacob ME, Thakur S, Borst LB. Canine uropathogenic and avian pathogenic Escherichia coli harboring conjugative plasmids exhibit augmented growth and exopolysaccharide production in response to Enterococcus faecalis. PLoS One 2024; 19:e0312732. [PMID: 39602363 PMCID: PMC11602052 DOI: 10.1371/journal.pone.0312732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Accepted: 10/11/2024] [Indexed: 11/29/2024] Open
Abstract
Uropathogenic Escherichia coli (UPEC) and avian pathogenic Escherichia coli (APEC) are extraintestinal pathogenic Escherichia coli (ExPEC) that infect dogs and poultry. These agents occur both as single-species infections and, commonly, in co-infection with Enterococcus faecalis (EF); however, it is unclear how EF co-infections modulate ExPEC virulence. Genetic drivers of interspecies interactions affecting virulence were identified using macrocolony co-culture, chicken embryo co-infection experiments, and whole-genome sequence analysis of ExPEC and EF clinical isolates. Ten of 11 UPEC strains originally co-isolated with EF exhibited a growth advantage when co-cultured with EF on iron-limited, semi-solid media in contrast to growing alone (P < 0.01). Phylogenetic analyses of these UPEC and 18 previously screened APEC indicated the growth-response phenotype was conserved in ExPEC despite strain diversity. When genomes of EF-responsive ExPEC were compared to non-responsive ExPEC genomes, EF-induced growth was associated with siderophore, exopolysaccharide (EPS), and plasmid conjugative transfer genes. Two matched pairs of EF-responsive and non-responsive ExPEC were selected for further characterization by macrocolony proximity and chicken embryo lethality assays. EF-responsive ExPEC produced 5 to 16 times more EPS in proximity to EF and were more lethal to embryos alone and during co-infection with EF compared to non-responsive ExPEC (P < 0.05). A responsive APEC strain cured of its conjugative plasmid lost the enhanced growth and EPS production response to EF. These data demonstrate that ExPEC growth augmentation by EF occurs in UPEC and APEC strains and is linked to conjugative virulence plasmids and EPS production, which are widely conserved ExPEC virulence determinants.
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Affiliation(s)
- Grayson K. Walker
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, United States of America
| | - M. Mitsu Suyemoto
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, United States of America
| | - Megan E. Jacob
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, United States of America
| | - Siddhartha Thakur
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, United States of America
| | - Luke B. Borst
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, United States of America
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Marin J, Walewski V, Braun T, Dziri S, Magnan M, Denamur E, Carbonnelle E, Bridier-Nahmias A. Genomic evidence of Escherichia coli gut population diversity translocation in leukemia patients. mSphere 2024; 9:e0053024. [PMID: 39365076 PMCID: PMC11520291 DOI: 10.1128/msphere.00530-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Accepted: 09/09/2024] [Indexed: 10/05/2024] Open
Abstract
Escherichia coli, a commensal species of the human gut, is an opportunistic pathogen that can reach extra-intestinal compartments, including the bloodstream and the bladder, among others. In non-immunosuppressed patients, purifying or neutral evolution of E. coli populations has been reported in the gut. Conversely, it has been suggested that when migrating to extra-intestinal compartments, E. coli genomes undergo diversifying selection as supported by strong evidence for adaptation. The level of genomic polymorphism and the size of the populations translocating from gut to extra-intestinal compartments is largely unknown. To gain insights into the pathophysiology of these translocations, we investigated the level of polymorphism and the evolutionary forces acting on the genomes of 77 E. coli isolated from various compartments in three immunosuppressed patients. Each patient had a unique strain, which was a mutator in one case. In all instances, we observed that translocation encompasses much of the genomic diversity present in the gut. The same signature of selection, whether purifying or diversifying, and as anticipated, neutral for mutator isolates, was observed in both the gut and bloodstream. Additionally, we found a limited number of non-specific mutations among compartments for non-mutator isolates. In all cases, urine isolates were dominated by neutral selection. These findings indicate that substantial proportions of populations are undergoing translocation and that they present a complex compartment-specific pattern of selection at the patient level.IMPORTANCEIt has been suggested that intra and extra-intestinal compartments differentially constrain the evolution of E. coli strains. Whether host particular conditions, such as immunosuppression, could affect the strain evolutionary trajectories remains understudied. We found that, in immunosuppressed patients, large fractions of E. coli gut populations are translocating with variable modifications of the signature of selection for commensal and pathogenic isolates according to the compartment and/or the patient. Such multiple site sampling should be performed in large cohorts of patients to gain a better understanding of E. coli extra-intestinal diseases.
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Affiliation(s)
- Julie Marin
- Université Sorbonne Paris Nord, INSERM, IAME, Bobigny, France
| | - Violaine Walewski
- APHP, HUPSSD, Hôpital Avicenne, Service de Microbiologie clinique, Bobigny, France
| | - Thorsten Braun
- Université Sorbonne Paris Nord, INSERM, IAME, Bobigny, France
- APHP, HUPSSD, Hôpital Avicenne, Service de Microbiologie clinique, Bobigny, France
| | - Samira Dziri
- APHP, HUPSSD, Hôpital Avicenne, Service de Microbiologie clinique, Bobigny, France
| | - Mélanie Magnan
- Université Paris Cité, INSERM, IAME, and APHP, Hôpital Bichat, Laboratoire de Génétique Moléculaire, Paris, France
| | - Erick Denamur
- Université Paris Cité, INSERM, IAME, and APHP, Hôpital Bichat, Laboratoire de Génétique Moléculaire, Paris, France
| | - Etienne Carbonnelle
- Université Sorbonne Paris Nord, INSERM, IAME, Bobigny, France
- APHP, HUPSSD, Hôpital Avicenne, Service de Microbiologie clinique, Bobigny, France
| | - Antoine Bridier-Nahmias
- Université Paris Cité, INSERM, IAME, and APHP, Hôpital Bichat, Laboratoire de Génétique Moléculaire, Paris, France
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Shvartzman B, Ram Y. Self-replicating artificial neural networks give rise to universal evolutionary dynamics. PLoS Comput Biol 2024; 20:e1012004. [PMID: 38547320 PMCID: PMC11003675 DOI: 10.1371/journal.pcbi.1012004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 04/09/2024] [Accepted: 03/17/2024] [Indexed: 04/11/2024] Open
Abstract
In evolutionary models, mutations are exogenously introduced by the modeler, rather than endogenously introduced by the replicator itself. We present a new deep-learning based computational model, the self-replicating artificial neural network (SeRANN). We train it to (i) copy its own genotype, like a biological organism, which introduces endogenous spontaneous mutations; and (ii) simultaneously perform a classification task that determines its fertility. Evolving 1,000 SeRANNs for 6,000 generations, we observed various evolutionary phenomena such as adaptation, clonal interference, epistasis, and evolution of both the mutation rate and the distribution of fitness effects of new mutations. Our results demonstrate that universal evolutionary phenomena can naturally emerge in a self-replicator model when both selection and mutation are implicit and endogenous. We therefore suggest that SeRANN can be applied to explore and test various evolutionary dynamics and hypotheses.
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Affiliation(s)
- Boaz Shvartzman
- School of Zoology, Faculty of Life Sciences, Tel Aviv University; Tel Aviv, Israel
- School of Computer Science, Reichman University; Herzliya, Israel
| | - Yoav Ram
- School of Zoology, Faculty of Life Sciences, Tel Aviv University; Tel Aviv, Israel
- Sagol School of Neuroscience, Tel Aviv University; Tel Aviv, Israel
- Edmond J. Safra Center for Bioinformatics, Tel Aviv University; Tel Aviv, Israel
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El Chaar M, Khoury Y, Douglas GM, El Kazzi S, Jisr T, Soussi S, Merhi G, Moghnieh RA, Shapiro BJ. Longitudinal genomic surveillance of multidrug-resistant Escherichia coli carriage in critical care patients. Microbiol Spectr 2024; 12:e0312823. [PMID: 38171007 PMCID: PMC10846182 DOI: 10.1128/spectrum.03128-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 11/27/2023] [Indexed: 01/05/2024] Open
Abstract
Colonization with multidrug-resistant Escherichia coli strains causes a substantial health burden in hospitalized patients. We performed a longitudinal genomics study to investigate the colonization of resistant E. coli strains in critically ill patients and to identify evolutionary changes and strain replacement events within patients. Patients were admitted to the intensive care unit and hematology wards at a major hospital in Lebanon. Perianal swabs were collected from participants on admission and during hospitalization, which were screened for extended-spectrum beta-lactamases and carbapenem-resistant Enterobacterales. We performed whole-genome sequencing and analysis on E. coli strains isolated from patients at multiple time points. The E. coli isolates were genetically diverse, with 11 sequence types (STs) identified among 22 isolates sequenced. Five patients were colonized by E. coli sequence type 131 (ST131)-encoding CTX-M-27, an emerging clone not previously observed in clinical samples from Lebanon. Among the eight patients whose resident E. coli strains were tracked over time, five harbored the same E. coli strain with relatively few mutations over the 5 to 10 days of hospitalization. The other three patients were colonized by different E. coli strains over time. Our study provides evidence of strain diversity within patients during their hospitalization. While strains varied in their antimicrobial resistance profiles, the number of resistance genes did not increase over time. We also show that ST131-encoding CTX-M-27, which appears to be emerging as a globally important multidrug-resistant E. coli strain, is also prevalent among critical care patients and deserves further monitoring.IMPORTANCEUnderstanding the evolution of bacteria over time in hospitalized patients is of utmost significance in the field of infectious diseases. While numerous studies have surveyed genetic diversity and resistance mechanisms in nosocomial infections, time series of within-patient dynamics are rare, and high-income countries are over-represented, leaving low- and middle-income countries understudied. Our study aims to bridge these research gaps by conducting a longitudinal survey of critically ill patients in Lebanon. This allowed us to track Escherichia coli evolution and strain replacements within individual patients over extended periods. Through whole-genome sequencing, we found extensive strain diversity, including the first evidence of the emerging E. coli sequence type 131 clone encoding the CTX-M-27 beta-lactamase in a clinical sample from Lebanon, as well as likely strain replacement events during hospitalization.
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Affiliation(s)
- Mira El Chaar
- Faculty of Health Sciences, University of Balamand, Beirut, Lebanon
| | - Yaralynn Khoury
- Faculty of Health Sciences, University of Balamand, Beirut, Lebanon
| | - Gavin M. Douglas
- Department of Microbiology and Immunology, McGill University, Montréal, Québec, Canada
| | - Samir El Kazzi
- Faculty of Health Sciences, University of Balamand, Beirut, Lebanon
| | - Tamima Jisr
- Clinical Laboratory Department, Makassed General Hospital, Beirut, Lebanon
| | - Shatha Soussi
- Clinical Laboratory Department, Makassed General Hospital, Beirut, Lebanon
| | - Georgi Merhi
- Department of Microbiology and Immunology, McGill University, Montréal, Québec, Canada
| | - Rima A. Moghnieh
- Division of Infectious Diseases, Department of Internal Medicine, Lebanese American University Medical Center, Beirut, Lebanon
| | - B. Jesse Shapiro
- Department of Microbiology and Immunology, McGill University, Montréal, Québec, Canada
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Vigué L, Tenaillon O. Predicting the effect of mutations to investigate recent events of selection across 60,472 Escherichia coli strains. Proc Natl Acad Sci U S A 2023; 120:e2304177120. [PMID: 37487088 PMCID: PMC10401003 DOI: 10.1073/pnas.2304177120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 05/25/2023] [Indexed: 07/26/2023] Open
Abstract
Microbial genomics studies focusing on the dynamics of selection have often used a small number of distant genomes. As a result, they could only analyze mutations that had become fixed during the divergence between species. However, thousands of genomes of some species are now available in public databases, thanks to high-throughput sequencing. These data provide a more complete picture of the polymorphisms segregating within a species, offering a unique insight into the processes that shape the recent evolution of a species. In this study, we present GLASS (Gene-Level Amino-acid Score Shift), a selection test that is based on the predicted effects of amino acid changes. By comparing the distribution of effects of mutations observed in a gene to the expectation in the absence of selection, GLASS can quantify the intensity of selection. We applied GLASS to a dataset of 60,472 Escherichia coli strains and used this to reexamine the longstanding debate about the role of essentiality versus expression level in the rate of protein evolution. We found that selection has contrasting short-term and long-term dynamics, with essential genes being subject to strong purifying selection in the short term, while expression level determines the rate of gene evolution in the long term. GLASS also found an overrepresentation of inactivating mutations in specific transcription factors, such as efflux pump repressors, which is consistent with selection for antibiotic resistance. These gene-inactivating polymorphisms do not reach fixation, suggesting another contrast between short-term fitness gains and long-term counterselection.
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Affiliation(s)
- Lucile Vigué
- Université Paris Cité and Université Sorbonne Paris Nord, Inserm, Infection, Antimicrobials, Modelling, Evolution, F-75018Paris, France
| | - Olivier Tenaillon
- Université Paris Cité and Université Sorbonne Paris Nord, Inserm, Infection, Antimicrobials, Modelling, Evolution, F-75018Paris, France
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de la Fuente R, Díaz-Villanueva W, Arnau V, Moya A. Genomic Signature in Evolutionary Biology: A Review. BIOLOGY 2023; 12:biology12020322. [PMID: 36829597 PMCID: PMC9953303 DOI: 10.3390/biology12020322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 02/11/2023] [Accepted: 02/13/2023] [Indexed: 02/19/2023]
Abstract
Organisms are unique physical entities in which information is stored and continuously processed. The digital nature of DNA sequences enables the construction of a dynamic information reservoir. However, the distinction between the hardware and software components in the information flow is crucial to identify the mechanisms generating specific genomic signatures. In this work, we perform a bibliometric analysis to identify the different purposes of looking for particular patterns in DNA sequences associated with a given phenotype. This study has enabled us to make a conceptual breakdown of the genomic signature and differentiate the leading applications. On the one hand, it refers to gene expression profiling associated with a biological function, which may be shared across taxa. This signature is the focus of study in precision medicine. On the other hand, it also refers to characteristic patterns in species-specific DNA sequences. This interpretation plays a key role in comparative genomics, identifying evolutionary relationships. Looking at the relevant studies in our bibliographic database, we highlight the main factors causing heterogeneities in genome composition and how they can be quantified. All these findings lead us to reformulate some questions relevant to evolutionary biology.
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Affiliation(s)
- Rebeca de la Fuente
- Institute of Integrative Systems Biology (I2Sysbio), University of Valencia and Spanish Research Council (CSIC), 46980 Valencia, Spain
- Correspondence:
| | - Wladimiro Díaz-Villanueva
- Institute of Integrative Systems Biology (I2Sysbio), University of Valencia and Spanish Research Council (CSIC), 46980 Valencia, Spain
| | - Vicente Arnau
- Institute of Integrative Systems Biology (I2Sysbio), University of Valencia and Spanish Research Council (CSIC), 46980 Valencia, Spain
| | - Andrés Moya
- Institute of Integrative Systems Biology (I2Sysbio), University of Valencia and Spanish Research Council (CSIC), 46980 Valencia, Spain
- Foundation for the Promotion of Sanitary and Biomedical Research of the Valencian Community (FISABIO), 46020 Valencia, Spain
- CIBER in Epidemiology and Public Health (CIBEResp), 28029 Madrid, Spain
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