Determination of the dynamics of antimicrobial resistance genes in the human and animal gut microbiome.
Lead Research Organisation:
University of Cambridge
Department Name: Veterinary Medicine
Abstract
This research aims to develop a much deeper understanding of how antimicrobial resistance (AMR) resistance genes survive and spread within people and animals and to develop an understanding of how we might change the way we use antibiotics to reduce the amount and spread of AMR. AMR does not operate in an ecological vacuum and to understand the process properly, we need to obtain a much clearer appreciation of the underlying bacterial population and community dynamics of bacteria possessing AMR genes.
The aims of this research are to measure the numbers and AMR genes in bacteria found in patients, farm animals and the environment and the way they change over time (the dynamic changes), and in response to the use of antibiotics with a particular emphasis on the clinical outcomes in cases of human and animal disease. The research will use state-of-the-art DNA sequencing technology and analytical techniques to look at mixed populations of bacteria on samples of bacteria obtained from experiments performed in the laboratory and samples taken from hospitals and farms. Many of the bacteria in the gut are impossible or very difficult to grow in the laboratory and are considered to be 'unculturable'. Previous research has ignored these.
The overarching hypothesis to be tested is that the unculturable microbiome provides a reservoir of AMR genes that may both receive and donate AMR genes, in particular when the microbiome is under antimicrobial selective pressure.
The specific objectives are:
1. To establish the accuracy and reproducibility of two novel DNA sequencing methods that enable the DNA from individual bacterial species containing AMR genes to be identified from within faecal microbiome samples.
2. To use these novel genomic techniques in experimental conditions (in mice and pigs) to investigate AMR gene transfer from E. coli expressing Extended Spectrum Beta-Lactamase (ESBL) and Salmonella enterica serovar Typhimurium with fluoroquinolone resistance within the gut microbiome both following the treatment with antibiotics that are effective and when an antibiotic is used to which the bacteria are resistant.
3. To perform studies of the gut bacteria over time in farmed pigs and humans receiving antibiotics for treatment of clinical disease.
4. To develop mathematical models that capture the flux of AMR genes in bacterial populations to identify factors that lead to the build-up or transmission of resistance.
The aims of this research are to measure the numbers and AMR genes in bacteria found in patients, farm animals and the environment and the way they change over time (the dynamic changes), and in response to the use of antibiotics with a particular emphasis on the clinical outcomes in cases of human and animal disease. The research will use state-of-the-art DNA sequencing technology and analytical techniques to look at mixed populations of bacteria on samples of bacteria obtained from experiments performed in the laboratory and samples taken from hospitals and farms. Many of the bacteria in the gut are impossible or very difficult to grow in the laboratory and are considered to be 'unculturable'. Previous research has ignored these.
The overarching hypothesis to be tested is that the unculturable microbiome provides a reservoir of AMR genes that may both receive and donate AMR genes, in particular when the microbiome is under antimicrobial selective pressure.
The specific objectives are:
1. To establish the accuracy and reproducibility of two novel DNA sequencing methods that enable the DNA from individual bacterial species containing AMR genes to be identified from within faecal microbiome samples.
2. To use these novel genomic techniques in experimental conditions (in mice and pigs) to investigate AMR gene transfer from E. coli expressing Extended Spectrum Beta-Lactamase (ESBL) and Salmonella enterica serovar Typhimurium with fluoroquinolone resistance within the gut microbiome both following the treatment with antibiotics that are effective and when an antibiotic is used to which the bacteria are resistant.
3. To perform studies of the gut bacteria over time in farmed pigs and humans receiving antibiotics for treatment of clinical disease.
4. To develop mathematical models that capture the flux of AMR genes in bacterial populations to identify factors that lead to the build-up or transmission of resistance.
Technical Summary
Research on Antimicrobial resistance (AMR) in host people and animals has focused on pathogenic bacterial species which are readily cultured in the laboratory. Recent advances in chromosome conformation methodology such as enable the metagenomic DNA sequencing of complex microbiomes with the assembly of genomic data from individual constituent bacterial species. Using these techniques it is possible to track the fate of AMR genes when they move between species of bacteria, or move between separate lineages of the same species. The aim of the proposed research is to define the nature and frequency of transfer of antimicrobial resistance (AMR) genes between pathogenic and commensal bacteria within their hosts under varying selection pressures.
The proposed research consists of 6 work packages (WP) with the following objectives:
WP1. To establish the accuracy and reproducibility of two novel metagenome sequencing methodologies that enable the individual genomic backgrounds of bacteria containing AMR genes to be identified from within faecal microbiome samples.
WP2 & WP3. To use these novel genomic techniques in experimental conditions (in mice and pigs) to investigate horizontal AMR gene transfer from E. coli expressing Extended Spectrum Beta-Lactamase (ESBL) and Salmonella enterica serovar Typhimurium with plasmid-mediated fluoroquinolone resistance within the gut microbiome both following the therapeutic use of antimicrobials that lead to bacterial cure, and following the use of antimicrobials to which these strains are resistant.
WP4 & WP5. To perform longitudinal studies of the gut microbiome in farmed pigs and humans receiving antibiotics for treatment of clinical disease to test the external validity of observations made from experimental animal infections.
WP6. To develop mathematical models that capture the flux of AMR genes in bacterial populations to identify key parameters in the build-up or transmission of resistance.
The proposed research consists of 6 work packages (WP) with the following objectives:
WP1. To establish the accuracy and reproducibility of two novel metagenome sequencing methodologies that enable the individual genomic backgrounds of bacteria containing AMR genes to be identified from within faecal microbiome samples.
WP2 & WP3. To use these novel genomic techniques in experimental conditions (in mice and pigs) to investigate horizontal AMR gene transfer from E. coli expressing Extended Spectrum Beta-Lactamase (ESBL) and Salmonella enterica serovar Typhimurium with plasmid-mediated fluoroquinolone resistance within the gut microbiome both following the therapeutic use of antimicrobials that lead to bacterial cure, and following the use of antimicrobials to which these strains are resistant.
WP4 & WP5. To perform longitudinal studies of the gut microbiome in farmed pigs and humans receiving antibiotics for treatment of clinical disease to test the external validity of observations made from experimental animal infections.
WP6. To develop mathematical models that capture the flux of AMR genes in bacterial populations to identify key parameters in the build-up or transmission of resistance.
Planned Impact
Increasing frequency of antimicrobial resistance (AMR) resistance genes in bacterial pathogens is a major problem in human and animal medicine. This research will provide important information about the impact of antimicrobial drug use in populations of bacteria found in agricultural and hospital environments. This knowledge is essential for the development of strategies concerning the responsible use of antimicrobial drug in both veterinary and human medicine. Animal agriculture and particularly farmed species such as pigs, poultry and dairy cows currently have a high dependence on blanket treatments of antibiotics in the face of infectious disease. Changes in these practices would have profound effects on the economics of food production and rational decisions need to be based on high quality evidence from appropriately conducted scientific studies. The results from this research would have impacts in the welfare of farm animals at the individual and group level; at the farm level; and for the whole industry. It would enable informed discussion to precede the adoption of industry-wide strategies to reduce levels and further induction of AMR arising from agricultural use of antibiotics. The dynamics of AMR gene flux in both animals and people will enable public and animal health policies to be developed that maximise the clinical effectiveness of narrow spectrum antimicrobial treatments, and help inform decisions on the most judicious use of broader spectrum antibiotics and those of greater importance to human health.
The proposed research will provide the groundwork to inform future antimicrobial stewardship in animal and human health. It is an ambitious and fundamental study of the way antimicrobial resistance (AMR) genes behave in the context of a host's microbiome.
One of the outcomes of the research is the generation of data about the previously unknown species of bacteria that contribute to human and animal microbiota. The application and further development of novel metagenomic sequencing techniques will identify the considerable proportion of the gut microbiome that is 'unculturable'. The proposed research will generate genome data from these occult species of bacteria that will not only be of value in the study of AMR but also provide data that will improve our understanding of the microbiology of the gut in healthy and diseased individuals.
The proposed research will provide the groundwork to inform future antimicrobial stewardship in animal and human health. It is an ambitious and fundamental study of the way antimicrobial resistance (AMR) genes behave in the context of a host's microbiome.
One of the outcomes of the research is the generation of data about the previously unknown species of bacteria that contribute to human and animal microbiota. The application and further development of novel metagenomic sequencing techniques will identify the considerable proportion of the gut microbiome that is 'unculturable'. The proposed research will generate genome data from these occult species of bacteria that will not only be of value in the study of AMR but also provide data that will improve our understanding of the microbiology of the gut in healthy and diseased individuals.
Publications
Allcock S
(2017)
Antimicrobial resistance in human populations: challenges and opportunities.
in Global health, epidemiology and genomics
Ba X
(2019)
Truncation of GdpP mediates ß-lactam resistance in clinical isolates of Staphylococcus aureus.
in The Journal of antimicrobial chemotherapy
Ba X
(2015)
Old Drugs To Treat Resistant Bugs: Methicillin-Resistant Staphylococcus aureus Isolates with mecC Are Susceptible to a Combination of Penicillin and Clavulanic Acid.
in Antimicrobial agents and chemotherapy
Ba X
(2022)
Simultaneously screening for methicillin-resistant Staphylococcus aureus and its susceptibility to potentiated penicillins.
in Journal of medical microbiology
Bartlett H
(2024)
Trade-offs in the externalities of pig production are not inevitable.
in Nature food
Bartlett H
(2023)
Advancing the quantitative characterization of farm animal welfare
Bartlett H
(2023)
Identifying ways of producing pigs more sustainably: tradeoffs and co-benefits in land and antimicrobial use
in Scientific Reports
Description | Contribution to formation of antibiotic stewardship policy of the British Cattle Veterinary Association |
Geographic Reach | National |
Policy Influence Type | Contribution to new or improved professional practice |
Impact | Cattle Vets are better educated about antibiotic stewardship as a result of this policy |
Description | Alborado Research Fund award |
Amount | £37,182 (GBP) |
Organisation | University of Cambridge |
Department | Alborada Research Fund |
Sector | Academic/University |
Country | United Kingdom |
Start | 06/2016 |
End | 06/2017 |
Description | Does AMR in livestock contribute to AMR in people in NE India? An interdisciplinary study. |
Amount | £1,358,389 (GBP) |
Funding ID | ES/S000186/1 |
Organisation | Economic and Social Research Council |
Sector | Public |
Country | United Kingdom |
Start | 06/2018 |
End | 06/2022 |
Description | UK-China AMR Partnership Initiative |
Amount | £783,728 (GBP) |
Funding ID | MR/P007201/1 |
Organisation | Medical Research Council (MRC) |
Sector | Public |
Country | United Kingdom |
Start | 06/2016 |
End | 06/2019 |
Title | A complete collection of assembled metagenomic assemblies from low and high antibiotic use farms |
Description | A complete collection of assembled metagenomic assemblies from low and high antibiotic use farms is available from the open access Apollo data store at the University of Cambridge (https://doi.org/10.17863/CAM.80312). |
Type Of Material | Database/Collection of data |
Year Produced | 2022 |
Provided To Others? | Yes |
Impact | None as yet. |
URL | https://doi.org/10.17863/CAM.80312 |
Description | Roslin institute |
Organisation | University of Edinburgh |
Department | The Roslin Institute |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | We have been implementing Hi-C metagenomics methodology and designed experimental and survey work using this technique. |
Collaborator Contribution | Mark Stevens is our co-PI at the Roslin Institute where experimental work will be performed as part of this collaboration. |
Impact | None to date |
Start Year | 2016 |
Title | HAM-ART: An optimised culture-free Hi-C metagenomics pipeline for tracking antimicrobial resistance genes in complex microbial communities |
Description | Shotgun metagenomics is a powerful tool to identify antimicrobial resistance (AMR) genes in microbiomes but has the limitation that extrachromosomal DNA, such as plasmids, cannot be linked with the host bacterial chromosome. Here we present a laboratory and bioinformatics pipeline HAM-ART (Hi-C Assisted Metagenomics for Antimicrobial Resistance Tracking) optimised for the generation of metagenome-assembled genomes including both chromosomal and extrachromosomal AMR genes. |
Type Of Technology | Software |
Year Produced | 2020 |
Open Source License? | Yes |
Impact | We have demonstrated the performance of the pipeline in a study comparing 100 pig faecal microbiomes from low- and high-antimicrobial use pig farms (organic and conventional farms). We found significant differences in the distribution of AMR genes between low- and high-antimicrobial use farms including a plasmid-borne lincosamide resistance gene exclusive to high-antimicrobial use farms in three species of Lactobacilli. |
Description | Interview for Candadian TV and Radio |
Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Public/other audiences |
Results and Impact | Interview broadcast in Canada and published on news website entitled "MRSA occurred 200 years ago in nature long before antibiotics: study" |
Year(s) Of Engagement Activity | 2022 |
URL | https://www.ctvnews.ca/health/mrsa-occurred-200-years-ago-in-nature-long-before-antibiotics-study-1.... |
Description | Interview for New York times |
Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Public/other audiences |
Results and Impact | Interview to journalist resulted in this story: Hedgehogs Are a Source of Drug-Resistant Bacteria, Study Finds |
Year(s) Of Engagement Activity | 2022 |
URL | https://www.nytimes.com/2022/01/05/science/hedgehog-mrsa-drug-resistant-bacteria.html |
Description | Interview for article published in general interest science magazine (New Scientist) |
Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Media (as a channel to the public) |
Results and Impact | Generated an article published in the magazine and on-line entitled "A type of mrsa evolved in hedgehogs long before the first antibiotics were used in medicine" |
Year(s) Of Engagement Activity | 2022 |
URL | https://institutions.newscientist.com/article/2303390-a-type-of-mrsa-evolved-in-hedgehogs-long-befor... |
Description | Interview for article published in national newspaper (Daily Mail) |
Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Media (as a channel to the public) |
Results and Impact | Generated an article published in the newspaper and on-line entitled "Superbug MRSA arose in hedgehogs before discovery of antibiotics, study suggests" |
Year(s) Of Engagement Activity | 2022 |
URL | https://www.dailymail.co.uk/wires/pa/article-10371931/Superbug-MRSA-arose-hedgehogs-discovery-antibi... |
Description | Interview for article published in national newspaper (The Guardian) |
Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Media (as a channel to the public) |
Results and Impact | Generated an article published in the newspaper and on-line entitled "Hedgehogs had MRSA superbug long before antibiotics use, research finds" |
Year(s) Of Engagement Activity | 2022 |
URL | https://www.theguardian.com/science/2022/jan/06/hedgehogs-had-mrsa-superbug-long-before-antibiotics-... |
Description | Interview for article published in national newspaper (The Independent) |
Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Media (as a channel to the public) |
Results and Impact | Generated an article published in the newspaper and on-line entitled "MRSA superbug first arose in hedgehogs before discovery of antibiotics, study suggests" |
Year(s) Of Engagement Activity | 2022 |
URL | https://www.independent.co.uk/news/science/mrsa-hedgehogs-antibiotics-study-b1987185.html |
Description | Interview for article published in national newspaper (The Telegraph) |
Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Media (as a channel to the public) |
Results and Impact | Generated an article published in the newspaper and on-line entitled "Are humans really to blame for MRSA superbug? It turns out the answer is a prickly subject" |
Year(s) Of Engagement Activity | 2022 |
URL | https://www.telegraph.co.uk/news/2022/01/05/mrsa-superbug-emerged-hedgehogs-200-years-ago-study-find... |
Description | Interview for article published in national newspaper (The Times) |
Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Media (as a channel to the public) |
Results and Impact | Resulted in article published in newspaper and on-line "Superbug MRSA may have evolved in hedgehogs about 200 years ago" |
Year(s) Of Engagement Activity | 2022 |
URL | https://www.thetimes.co.uk/article/superbug-mrsa-may-have-evolved-in-hedgehogs-about-200-years-ago-s... |
Description | Interview for international news (US PBS radio) |
Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Public/other audiences |
Results and Impact | Interview in response to publication of our research providing lay summary and describing significance broadcast on US national radio and published on their website |
Year(s) Of Engagement Activity | 2022 |
URL | https://www.pbs.org/newshour/science/what-hedgehogs-can-teach-us-about-antibiotic-resistance |
Description | Interview with BBC journalist for BBC website |
Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Media (as a channel to the public) |
Results and Impact | Interview with Victoria Gill resulted in BBC News website article titled "Antibiotic-resistant superbug evolved on hedgehogs" |
Year(s) Of Engagement Activity | 2022 |
URL | https://www.bbc.co.uk/news/science-environment-59883336 |
Description | Invited conference talk: 2018 August 25, International Symposium on Staphylococci and Staphylococcal Infections, "Susceptibility to a combination of penicillins and beta-lactamase inhibitors in MRSA" Copenhagen, Denmark |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Other audiences |
Results and Impact | Presentation to a research conference. Considerable discussion with other researchers after the talk developing future collaborations |
Year(s) Of Engagement Activity | 2018 |
Description | Invited talk 2017 December 10, ithree institute, Research Seminar, University of Technology Sydney, Australia. "A comparison of antimicrobial resistance on high- and low- antibiotic use farms using Hi-C metagenomics". |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Other audiences |
Results and Impact | Research talk given at leading research institute in Australia. Generated a lot of interest in the methodology we have developed over the course of this project. |
Year(s) Of Engagement Activity | 2017 |
Description | Public lecture entitled Confronting the Microbial Menace in Our Food'. Professor Mark Stevens |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Schools |
Results and Impact | The inaugural lecture of Professor Mark Stevens was held on 30 October 2017 on his BBSRC-funded research to identify bacterial and host factors influencing the ability of Salmonella, Campylobacter and E. coli to colonise farm animals and cause disease. It was attended by children from local schools, members of the public, students at The Roslin Institute and wider University of Edinburgh and posted online. |
Year(s) Of Engagement Activity | 2017,2018 |
URL | https://media.ed.ac.uk/media/Inaugural+lectureA+Confronting+the+microbial+menace+in+our+food/1_x5k5e... |
Description | Research seminar at Roslin Institute |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Other audiences |
Results and Impact | 2016 Apr 12, Research Seminar "The mecC story - a new MRSA equally at home in animals and people." Roslin Institute, Edinburgh |
Year(s) Of Engagement Activity | 2016 |
Description | Seminar at Gates Scholars Conference |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Other audiences |
Results and Impact | 2016 June 16, Gates Scholars Biennial Conference "Are we in an Antibiotic-free Era?", St John's College, Cambridge |
Year(s) Of Engagement Activity | 2016 |
Description | Seminar at Glasgow University |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Other audiences |
Results and Impact | 2016 Oct 19, Research seminar, University of Glasgow. "Using chromosome conformation sequencing to look at the dynamics of transmission of antimicrobial resistance genes" |
Year(s) Of Engagement Activity | 2016 |
Description | Seminar at Imperial College, University of London |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Other audiences |
Results and Impact | 2016 Sept 22, Antimicrobial Research Collaborative Conference, Imperial College. Keynote lecture: "Using chromosome conformation metagenomics to look at movement of AMR genes in complex bacterial populations" |
Year(s) Of Engagement Activity | 2016 |