Copper-induced microbiota shifts and its effect on pig-gut colonisation by sil and sopE encoding Salmonella
Lead Research Organisation:
QUADRAM INSTITUTE BIOSCIENCE
Department Name: Microbes in the Food Chain
Abstract
The gut microbiota plays a crucial role in the exclusion of bacterial pathogens such as Salmonella from animal hosts. Pig farmers are particularly interested in excluding Salmonella from herds because this pathogen compromises productivity, impacts animal welfare and presents a risk to the human population by gaining entry into the food chain. Maximising productivity in pig production while maintaining a healthy and safe product requires a complete understanding of the interaction of Salmonella with the pig including the gut microbiota. Central to this project are the consequences of diet-induced variation in the microbiota composition and the genetics of Salmonella on this interaction.
The need for a greater understanding is extremely timely since the emergence of a variant of Salmonella Typhimurium (monophasic S. Typhimurium ST34) primarily in pig populations has spread globally and now accounts for over half of all S. Typhimurium infections in people in the UK, and over 1 in 10 of all Salmonella infections. Since the virtual eradication of Salmonella Enteritidis from layer hens and breeding flocks in the UK through biosecurity and vaccination regimens, ST34 is now the single most common cause of Salmonella infection resulting from UK livestock. Coincident with the emergence of ST34 has been the widespread use of copper supplementation in the diet of pigs to decrease infections during weaning, and as a growth promotor during fattening. Its perceived importance as a growth promotor has increased since antibiotics were banned for such use in 2005.
The ST34 strain is genetically unique in being more resistant to copper and having acquired a toxin called SopE. Published and preliminary data suggest that both of these factors have the potential to affect the ability of Salmonella to exploit the gut of pigs on a diet supplemented with therapeutic levels of copper. Genomic epidemiology of ST34 strains in the UK suggests that ST34 strains with increased resistance to copper and SopE have a fitness advantage over those that have either lost or never acquired the associated genes. Furthermore, that different components of the microbiota have been implicated in colonisation resistance depending on the genetics of the Salmonella, including the presence of the sopE gene.
There is a pressing need therefore to not only understand the changes in the composition of the pig gut microbiota that result from a copper supplemented diet, but also the impact that this has on colonisation resistance to distinct genetic variants of Salmonella. This timely information will lead to evidence-based decisions on farm practices that maximise productivity, animal welfare and food safety.
The project aims to address these gaps in knowledge by characterising the changes in the gut bacteria of pigs that occurs as a result of supplementation of feed with elevated levels of copper. This will identify potential mediators of colonisation resistance to Salmonella. The effect of changes in the gut microbiota on colonisation by Salmonella will be investigated using an in vitro gut model and with experimental infections of groups of pigs in a containment laboratory. Finally, in order to further study bacteria of the gut that mediate gut colonisation resistance to Salmonella we will culture gut microbiota bacteria and investigate their direct and indirect interaction with Salmonella in vitro, and through collaboration in follow-on experiments using the mouse model of infection.
The project will generate a large amount of data of interest to researchers addressing related questions in the pig industry such as feed conversion (productivity) and biomedicine where the pig is used as a model to study human disease. Resources made freely available will include a large number of genome sequences and a collection of cultured bacteria of the pig gut complementing those recently made available in the pig intestinal bacteria collection (PiBAC).
The need for a greater understanding is extremely timely since the emergence of a variant of Salmonella Typhimurium (monophasic S. Typhimurium ST34) primarily in pig populations has spread globally and now accounts for over half of all S. Typhimurium infections in people in the UK, and over 1 in 10 of all Salmonella infections. Since the virtual eradication of Salmonella Enteritidis from layer hens and breeding flocks in the UK through biosecurity and vaccination regimens, ST34 is now the single most common cause of Salmonella infection resulting from UK livestock. Coincident with the emergence of ST34 has been the widespread use of copper supplementation in the diet of pigs to decrease infections during weaning, and as a growth promotor during fattening. Its perceived importance as a growth promotor has increased since antibiotics were banned for such use in 2005.
The ST34 strain is genetically unique in being more resistant to copper and having acquired a toxin called SopE. Published and preliminary data suggest that both of these factors have the potential to affect the ability of Salmonella to exploit the gut of pigs on a diet supplemented with therapeutic levels of copper. Genomic epidemiology of ST34 strains in the UK suggests that ST34 strains with increased resistance to copper and SopE have a fitness advantage over those that have either lost or never acquired the associated genes. Furthermore, that different components of the microbiota have been implicated in colonisation resistance depending on the genetics of the Salmonella, including the presence of the sopE gene.
There is a pressing need therefore to not only understand the changes in the composition of the pig gut microbiota that result from a copper supplemented diet, but also the impact that this has on colonisation resistance to distinct genetic variants of Salmonella. This timely information will lead to evidence-based decisions on farm practices that maximise productivity, animal welfare and food safety.
The project aims to address these gaps in knowledge by characterising the changes in the gut bacteria of pigs that occurs as a result of supplementation of feed with elevated levels of copper. This will identify potential mediators of colonisation resistance to Salmonella. The effect of changes in the gut microbiota on colonisation by Salmonella will be investigated using an in vitro gut model and with experimental infections of groups of pigs in a containment laboratory. Finally, in order to further study bacteria of the gut that mediate gut colonisation resistance to Salmonella we will culture gut microbiota bacteria and investigate their direct and indirect interaction with Salmonella in vitro, and through collaboration in follow-on experiments using the mouse model of infection.
The project will generate a large amount of data of interest to researchers addressing related questions in the pig industry such as feed conversion (productivity) and biomedicine where the pig is used as a model to study human disease. Resources made freely available will include a large number of genome sequences and a collection of cultured bacteria of the pig gut complementing those recently made available in the pig intestinal bacteria collection (PiBAC).
Technical Summary
We will test the hypothesis that copper (Cu)-induced gut microbiota changes in the pig provides a niche exploited by S. Typhimurium ST34 in a sil and sopE gene-dependent mechanism.
The effect on gut bacterial communities of supplementation of pig feed with therapeutic concentrations of Cu will be determined in 120 pigs on a working farm. Piglets will be weaned on a high protein diet supplemented with either 10ppm (nutritional) or 150ppm (therapeutic) Cu and the microbiota defined by metataxonomic analysis using shotgun metagenome sequencing. Computational analysis will be used to identify species and strains that differ in the two feed groups. The role of the sil and sopE genes in colonisation of the pig gut will be determined using an in vitro gut model and experimental infections of pigs. ST34 strains in which sil or sopE or both are deleted will be constructed and assessed for their ability to grow in the presence of in vitro microbiota cultures established from faecal samples collected from pigs on Cu nutritional or Cu therapeutic diets. The same ST34 strains will be tested by experimental infection of pigs from each diet.
Together, these experiments will reveal whether the sil and sopE genes increase colonisation of the pig gut and whether this is dependent on microbiota changes associated with a diet with therapeutic concentrations of copper. Gut microbiota whose composition is altered in response to therapeutic concentrations of copper will be isolated from faecal samples of pigs, and potential direct or indirect agonistic and antagonistic properties assessed by co-culture in vitro or with organic phase extracts of spent media.
In a follow-on study, and through an ongoing collaboration with the Baumler lab (UC Davis), we will test the hypothesis that specific microbiota isolates affect colonisation of Salmonella in the murine model of infection using precision microbiota editing methodology.
The effect on gut bacterial communities of supplementation of pig feed with therapeutic concentrations of Cu will be determined in 120 pigs on a working farm. Piglets will be weaned on a high protein diet supplemented with either 10ppm (nutritional) or 150ppm (therapeutic) Cu and the microbiota defined by metataxonomic analysis using shotgun metagenome sequencing. Computational analysis will be used to identify species and strains that differ in the two feed groups. The role of the sil and sopE genes in colonisation of the pig gut will be determined using an in vitro gut model and experimental infections of pigs. ST34 strains in which sil or sopE or both are deleted will be constructed and assessed for their ability to grow in the presence of in vitro microbiota cultures established from faecal samples collected from pigs on Cu nutritional or Cu therapeutic diets. The same ST34 strains will be tested by experimental infection of pigs from each diet.
Together, these experiments will reveal whether the sil and sopE genes increase colonisation of the pig gut and whether this is dependent on microbiota changes associated with a diet with therapeutic concentrations of copper. Gut microbiota whose composition is altered in response to therapeutic concentrations of copper will be isolated from faecal samples of pigs, and potential direct or indirect agonistic and antagonistic properties assessed by co-culture in vitro or with organic phase extracts of spent media.
In a follow-on study, and through an ongoing collaboration with the Baumler lab (UC Davis), we will test the hypothesis that specific microbiota isolates affect colonisation of Salmonella in the murine model of infection using precision microbiota editing methodology.
Organisations
- QUADRAM INSTITUTE BIOSCIENCE (Lead Research Organisation)
- UK Health Security Agency (Collaboration)
- University of Surrey (Collaboration)
- University of California, Davis (Collaboration)
- UNIVERSITY OF EDINBURGH (Collaboration)
- The Wellcome Trust Sanger Institute (Collaboration)
- Huvepharma (Collaboration)
Publications
Sidorczuk K
(2023)
Genomic characterization of enterohaemolysin-encoding haemolytic Escherichia coli of animal and human origin.
in Microbial genomics
Sidorczuk K
(2024)
adhesiomeR: a tool for Escherichia coli adhesin classification and analysis
in BMC Genomics
| Description | Key Findings: • Gut Microbiome Disruption: Copper supplementation significantly alters the composition of the pig gut microbiome, affecting the abundance of fourteen bacterial species. • Bacterial Adaptation: Gut bacteria rapidly evolve in response to copper, acquiring genes that confer copper resistance. • Salmonella Advantage: In vitro studies indicate that in the presence of copper, Salmonella outcompetes other bacteria, including E. coli, a key mediator of colonisation resistance. The increased availability of formate, a key energy source, may contribute to growth in vivo. • Increased Colonization: Pigs fed copper-supplemented diets had significantly higher levels of Salmonella in their intestines. Implications: This study raises concerns about the widespread practice of copper supplementation in pig farming. The findings suggest that copper-induced changes in the gut microbiome may create an environment favourable to Salmonella growth and colonization. This has significant implications for animal health and the potential for foodborne Salmonella infections in humans. Further Research: This research also contributes to a deeper understanding of the pig gut microbiome. We cultured and sequenced the genomes of 130 pig gut bacteria, many of which were previously uncharacterized. This provides valuable insights into the complex interactions within the gut and may inform future strategies for controlling pathogens. Recommendations: |
| Exploitation Route | Further research is needed to fully elucidate the mechanisms linking copper to increased Salmonella colonization and to develop strategies that mitigate these risks. This may involve developing targeted approaches to manipulate the gut microbiome and enhance resistance to Salmonella. |
| Sectors | Agriculture Food and Drink |
| Description | Invited member of the PATH-SAFE Consortium Data Platform Development Effort Community Input Advisory Group |
| Geographic Reach | Europe |
| Policy Influence Type | Participation in a guidance/advisory committee |
| URL | https://www.food.gov.uk/our-work/path-safe-programme-national-foodborne-disease-genomic-data-platfor... |
| Description | BBSRC ICURe Explore Programme |
| Amount | £35,000 (GBP) |
| Organisation | United Kingdom Research and Innovation |
| Sector | Public |
| Country | United Kingdom |
| Start | 03/2024 |
| End | 06/2024 |
| Description | Collaboration with Baumler Lab |
| Organisation | University of California, Davis |
| Department | UC Davis Health System |
| Country | United States |
| Sector | Hospitals |
| PI Contribution | Expertise on Salmonella biology and effect of copper on pig gut microbiome |
| Collaborator Contribution | Expertise on the design of experiments to investigate the impact of changes in the pig gut microbiome on Salmonella colonisation |
| Impact | Design of experiments |
| Start Year | 2023 |
| Description | Collaboration with Huvepharma |
| Organisation | Huvepharma |
| Country | Bulgaria |
| Sector | Private |
| PI Contribution | Attracted funding for a CASE studentship to work with Huvepharma. My research group is providing expertise in molecular biology, pathogen genomics, gut metagenomics and phage biology to work with Huvepharma to develop technologies and materials to develop potential products for the use as antimicrobials and probiotics in livestock feed. |
| Collaborator Contribution | Huvepharma provide expertise in developing products and their commercialisation for use in the feed industry. |
| Impact | Successfully attracted funding for a studentship to develop antimicrobials |
| Start Year | 2023 |
| Description | Collaboration with La Ragione Lab |
| Organisation | University of Surrey |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | Expertise in bacterial genetics, construction of recombinant Salmonella strains. |
| Collaborator Contribution | Expertise in the in vitro gut model |
| Impact | Unique fecal samples for metagenomic and metabolomic analysis |
| Start Year | 2022 |
| Description | Collaboration with Lawley Lab |
| Organisation | The Wellcome Trust Sanger Institute |
| Country | United Kingdom |
| Sector | Charity/Non Profit |
| PI Contribution | Unique samples from a pig farm study. Metagenomic sequence data to guide isolation of bacteria. |
| Collaborator Contribution | Expertise in isolation of gut microbiota species and identification using 16S sequencing. |
| Impact | Isolation of pig gut microbiota |
| Start Year | 2022 |
| Description | Collaboration with Stevens Lab |
| Organisation | University of Edinburgh |
| Department | The Roslin Institute |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | Expertise in genomics and genetics and construction of recombinant Salmonella strains for testing in pig model. Metagenomics and metabolomics data analysis. |
| Collaborator Contribution | Large animal infection model |
| Impact | none yet |
| Start Year | 2022 |
| Description | Microevolution of Salmonella enterica serovar Typhimurium - molecular basis of emerging threats to human health |
| Organisation | UK Health Security Agency |
| Country | United Kingdom |
| Sector | Public |
| PI Contribution | Collaboration with UKHSA where together we add value to routine surveillance data aimed at understanding what drives the emergence of food borne bacterial pathogens. This information can be used to inform policy, practice and interventions aimed at decreasing the burden of food born infections. We provide expertise in bacterial genomics. |
| Collaborator Contribution | UKHSA provide expertise in surveillance and epidemiology |
| Impact | Poster and oral presentation of research plans and analysis |
| Start Year | 2024 |
| Description | Attendance and presentation of research at Salmonella Biology and Pathogenesis Gordon Research Conference |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | Dissemination of research findings and discussion on latest research activities in the global Salmonella research field. |
| Year(s) Of Engagement Activity | 2023 |
| Description | Discussion with Cranswick Foods directors |
| Form Of Engagement Activity | A formal working group, expert panel or dialogue |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Industry/Business |
| Results and Impact | Full day discussion session to share information and develop collaborations on food safety |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://cranswick.plc.uk/ |
| Description | Engagement with Harbro Limited pig feed company |
| Form Of Engagement Activity | A formal working group, expert panel or dialogue |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Industry/Business |
| Results and Impact | Discussion with Head of Technical at Harbro Limited livestock feed company regarding research objectives and experimental planning. This was to ensure suitable design a relevance to the pig and feed industry |
| Year(s) Of Engagement Activity | 2022 |
| Description | Engagement with Project Collaborators |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Other audiences |
| Results and Impact | Project collaborators met to discuss the results and plan for the rest of the project. |
| Year(s) Of Engagement Activity | 2024 |
| Description | Engagement with Project Collaborators |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Other audiences |
| Results and Impact | Project collaborators met to discuss the results and plan for the rest of the project. |
| Year(s) Of Engagement Activity | 2024 |
| Description | Food Safety Research Network Community meeting |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Industry/Business |
| Results and Impact | Participation in the Food Safety Research Network Community meeting in Birmingham in February 2024 to network to exchange knowledge on approaches to improve food safety and disseminate our activities in the use of phage as antimicrobials and the impact of copper on Salmonella in pigs. Potential applications and needs of industry were established. Contacts for further discussion were identified. |
| Year(s) Of Engagement Activity | 2024 |
| Description | High copper supplementation in piglets as a habitat filtering factor aiding colonization resistance of post-weaning microbiome |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Other audiences |
| Results and Impact | Conference oral presentation DGHM2023 Lubeck, Germany, 18-20.09.2023 |
| Year(s) Of Engagement Activity | 2023 |
| Description | High copper supplementation in piglets as a habitat filtering factor aiding colonization resistance of post-weaning microbiome |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Other audiences |
| Results and Impact | Conference poster presentation, Microbiology society annual conference, Edinburgh 2024 |
| Year(s) Of Engagement Activity | 2024 |
| Description | International Partnering visit to UC Davis, USA |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Postgraduate students |
| Results and Impact | Visited Prof Andreas Baumler, Prof Renee Tsolis, Dr Sebastian Winter and Prof Bart Weimer at UC Davis, USA to meet with scientists from their labs and discuss future collaboration. |
| Year(s) Of Engagement Activity | 2023 |
| Description | Knowledge exchange with UKHSA enteric pathogen surveillance team |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Professional Practitioners |
| Results and Impact | Meeting to share analysis of surveillance data that adds value to UKHSA core activities to improve public health |
| Year(s) Of Engagement Activity | 2025 |
| Description | The NIHR Health Protection Research Unit in Genomics and Enabling Data Conference 2024 |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | The NIHR Health Protection Research Unit in Genomics and Enabling Data Conference 2024 |
| Year(s) Of Engagement Activity | 2024 |
| Description | The antimicrobial activity of copper as an intestinal habitat filter affecting Salmonella and the pig gut microbiota |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Other audiences |
| Results and Impact | Conference Salmonella: From Basic Biology to Complex Pathogen-Host Interactions Salmonella Biology and Pathogenesis Gordon Research Conference |
| Year(s) Of Engagement Activity | 2023 |
