Investigating the bacterial response to antimicrobials in kidney organoids.
Lead Research Organisation:
University of Edinburgh
Department Name: Biomedical Sciences
Abstract
Bacterial urinary tract infections (UTIs) are very common; 50% of catheterized patients develop UTIs, which are 40% of hospital-acquired infections, and 33% of otherwise-healthy women will suffer a UTI by 24. Serious cases of UTIs damage kidneys and can lead to sepsis underscoring the urgent need to better understand and treat these infections. Escherichia coli is the dominant cause, and 30% of UTIs are now resistant to the classic treatment, co-trimoxazole4, leading to increased use of other antibiotics such as ciprofloxacin or trimethoprim.
Determining how efficient antibiotic treatments can be used against UTIs, requires a realistic UTI model but there are no good animal models; mice get UTIs only if injected with massive, unrealistic bacterial doses and pigs, the best models, are impractical. The Davies lab pioneered the production of renal organoids and can make them from human iPS cells, and can now make ureters. Therefore, studying the bacterial response to antimicrobials within a stem cell-derived human organoids would be an excellent, accessible, ethical model. The El Karoui lab has shown that in E. coli the response to ciprofloxacin and trimethoprim, called the SOS response, is highly variable between bacteria with a sub-population of cells showing very high SOS induction, probably leading to increased tolerance and resistance to these antibiotics.
The project therefore focuses on combining the expertise of both supervisors to develop a clinically relevant model of bacterial infection in kidney organoids and follow the bacterial and kidney cells response to infection and treatment with antibiotics. It will combine cell and molecular biology with cutting-edge quantitative microscopy to image the infection process over time. Quantitative image analysis will make use of newly developed segmentation algorithms based on deep learning. The experimental results will be used to inform mathematical models of bacterial cell growth under combinations of antibiotics exposure in the organoids.
Determining how efficient antibiotic treatments can be used against UTIs, requires a realistic UTI model but there are no good animal models; mice get UTIs only if injected with massive, unrealistic bacterial doses and pigs, the best models, are impractical. The Davies lab pioneered the production of renal organoids and can make them from human iPS cells, and can now make ureters. Therefore, studying the bacterial response to antimicrobials within a stem cell-derived human organoids would be an excellent, accessible, ethical model. The El Karoui lab has shown that in E. coli the response to ciprofloxacin and trimethoprim, called the SOS response, is highly variable between bacteria with a sub-population of cells showing very high SOS induction, probably leading to increased tolerance and resistance to these antibiotics.
The project therefore focuses on combining the expertise of both supervisors to develop a clinically relevant model of bacterial infection in kidney organoids and follow the bacterial and kidney cells response to infection and treatment with antibiotics. It will combine cell and molecular biology with cutting-edge quantitative microscopy to image the infection process over time. Quantitative image analysis will make use of newly developed segmentation algorithms based on deep learning. The experimental results will be used to inform mathematical models of bacterial cell growth under combinations of antibiotics exposure in the organoids.
Organisations
People |
ORCID iD |
Jamie Davies (Primary Supervisor) |
Studentship Projects
Project Reference | Relationship | Related To | Start | End | Student Name |
---|---|---|---|---|---|
BB/T00875X/1 | 01/10/2020 | 30/09/2028 | |||
2890743 | Studentship | BB/T00875X/1 | 01/10/2023 | 30/09/2027 |