High resolution systems biology to determine the role of gut microbiota on type 2 diabetes

Lead Research Organisation: University of Reading
Department Name: Food and Nutritional Sciences

Abstract

Type 2 diabetes (T2D), also known as non-insulin dependant diabetes, is a major public health concern in the UK, currently affecting nearly 5 % of the British population and predicted to touch 5 millions individuals by 2025. It is therefore crucial to find new strategies to better prevent and manage T2D. This can be achieved by tailoring treatment to individuals, taking into account their genetic background in interaction with their lifestyle and global environment. Over the last 10 years, the gut microbiota has emerged as a mirror of all these interactions. Our body is inhabited by 10 times more bacterial than human cells, which represent a reservoir of over hundreds of thousands of unique extra genes that are potentially metabolically active. This hugely complex ecosystem bears the potential of new personalised medicine and prevention of metabolic disorders that develop as a result of gene-lifestyle-environment interactions.
Although the gut microbiota has been under investigation for more than half a century, it is only now that new molecular tools, such as the development of high throughput DNA sequencing, enable to explore the mechanisms underlying their contribution to the host metabolism. To date, the detailed mechanisms by which the gut microbiota may influence the development of T2D remain poorly understood. Nevertheless, there is growing evidence that they exert multiple impacts on endogenous energy pathways, including production of short chain fatty acids and regulation of bile acid metabolism that both contribute to the balance of lipid metabolism. In addition, it has been demonstrated that the maternal and neonatal gut microbial environment influence the development of metabolic syndrome later in life, which ultimately leads to T2D, suggesting a programming influence of the gut bacteria on energy metabolism.
Hence, this project aims at unraveling the biological mechanisms underlying the role of the microbial component that contributes towards the development of insulin resistance. We will use a well-characterised mouse model of T2D (db/db mice) in order to reveal the molecular processes underpinning the interaction between a genetic mutation causing an overeating behaviour and the microbial environment by isolating the specific metabolic contribution of each component.
For this purpose, we will cross homozygous wild-type and db/db animals twice to generate a range of genotypes that have been raised under two environmental conditions (control or diabetic microbial environments). This will enable to test the influence of maternal and neonatal microbial environments on heterozygous (db/+) animals, which are susceptible to developing T2D. We will also be able to assess the impact of the diabetic neonatal environment on the energy metabolism of control wild-type animals. Measurements of the microbe - energy metabolism interactions will be performed using a systems biology approach combining metabolic profiling, transcriptomics and metagenomics data. Upon completion, this original approach will provide new insights into the role of the maternal and neonatal microbial environment on metabolic programming of energy pathways and the aetiology of T2D. In addition, this project will generate unique animal models that are prone to developing T2D and which have been exposed from conception to birth to a diabetic microbial environment. These will enable to test new diet interventions of high interest for further research leading to the development of new prophylactic or therapeutic treatments to stop the progression of T2D.

Technical Summary

Type 2 diabetes (T2D) has been increased in the UK over the last ten years, which can be partly explained by a combination of poor early diagnosis and inappropriate prophylactic strategies as well as low treatment compliance leading to an ineffective management of the disorder. It is known that T2D results from complex interactions between genetic and environmental factors. Thus, having a more individualised prophylactic and therapeutic strategy is the way forward towards efficient control of T2D. To date, an important effort is directed towards a more personalised medical approach by stratifying populations in subgroups that share common disease patterns. One emerging environmental component that contributes to stratify patients is the gut microbiota. Indeed, gut microbiota play an essential role in many functions, including energy metabolism. It has been shown that type 2 diabetic patients displayed a gut dysbiosis accompanied by strong perturbations of the microbial metabolic activity. Besides, it has recently arisen that the maternal microbial environment may have a programming influence on the future child's metabolic health. Hence, this project aims at addressing the complex interactions between genetics, development and microbial environment to improve understanding of the aetiology of T2D. For this purpose, we will dissociate the genetic from the microbial component by crossing diabetic and wild-type animals under controlled microbial conditions to generate discordant genotype/microbiota individuals such as wild-type animals raised in a diabetic microbial environment, in which we will be able to assess the influence of the microbiota on energy metabolism. The biological mechanisms underlying this interaction will be investigated by a high resolution systems biology approach combining metagenomics, metabolomics and transcriptomics analysis. This unique approach will provide new insights into the pathophysiological processes leading to T2D

Planned Impact

This project will investigate the fundamental links between T2D and gut microbiota in an animal model, so it is realistic to expect full impact of the project to be reached within a 10 to 15 years timeframe.

Public health
The prevalence of type 2 diabetes (T2D) in the UK has been constantly increasing over the last 10 years and is predicted to affect 5 million individuals by 2025. Therefore, the largest impact of this project will be on public health. This project will pave the way towards the development of new prophylactic and therapeutic strategies. Providing novel mechanistic details of the complex gene-microbe interactions will facilitate the selection of appropriate pre/pro/synbiotics as well as potential new drug targets. The advantage of targeting the gut microbiota over more traditional endogenous targets is that it considerably reduces the risk of side effects and increases the range of patients that can be treated. Compliance to treatment is also usually improved with nutraceuticals compared with tablets or injections.
Potential beneficiaries therefore include a large panel of individuals, from overweight pregnant mothers to patients at risk of developing- or affected by- T2D and their family members who will benefit from a personalised nutrition plan, which may be accompanied by a nutraceutical and/or a new treatment to limit the development of further complications and improve their overall quality of life. Community workers and clinicians will also be able to provide better advice and support to affected patients by proposing a tailored intervention that has been adjusted to patient's gut microbial metabolism.

Pharmaceutical sector
The diabetes drug market has been estimated by Standard & Poor's to approximate $ 35 billion in 2012 and is predicted to be worth $ 58 billion in 2018. There is therefore a large scope for economical growth for pharmaceutical companies that will produce the next generation of anti-diabetic drugs. Indeed, anti-diabetic drugs currently fail to restrain this epidemic and are associated with many side-effects that make them difficult to use in specific cases such as patients with chronic liver disease. Therefore, a new approach to tailor treatment to individuals is needed that takes into account the patient's genetic background in interaction with his metabolism, lifestyle and global environment. The pharmaceutical sector is therefore expected to greatly benefit from the new knowledge generated by the proposed work. The new animal model, that is genetically unaltered but has been grown within a diabetic microbial environment, will enable to further test various interventions to limit or delay the development of T2D in offsprings exposed to a western diet. As detailed in the Pathways to Impact, we intend to develop links with the pharmaceutical sector in order to further develop new therapeutics that target the metabolic pathways involved in the gut microbiota-host interaction designed to prevent the development of T2D and its complications.

NHS and global UK economy
T2D and its associated complications are estimated to cost over £ 23 billion per year to the UK economy. Of this, £ 14 billion is directly spent by the NHS, which represents almost 10 % of its budget. Efficiently preventing and managing T2D would therefore considerably lighten the burden on the UK economy. This is also the conclusion of the the 2012 report of the London School of Economics, which states that policy makers should prioritise diabetes prevention and "invest in early detection or screening initiatives". By exploring the gut microbial metabolism during the development of T2D, this project will enable to identify biomarkers of specific bacterial activity relevant to this metabolic disease and fulfils the above recommendation.

Publications

10 25 50
 
Description BBSRC-DRINC
Amount £586,000 (GBP)
Funding ID BB/N021800/1 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 10/2016 
End 09/2019
 
Description Commonwealth scholarships
Amount £30,000 (GBP)
Funding ID GHCS-2017-149 
Organisation Government of the UK 
Department Commonwealth Scholarship Commission
Sector Public
Country United Kingdom
Start 10/2017 
End 09/2020
 
Description Development grant
Amount £33,400 (GBP)
Organisation CORE Charity 
Sector Charity/Non Profit
Country United Kingdom
Start 09/2017 
End 08/2019
 
Description NIHR Southampton BRC joint projects with University of Reading
Amount £10,006 (GBP)
Organisation National Institute for Health Research 
Department NIHR Biomedical Research Centre
Sector Public
Country United Kingdom
Start 05/2017 
End 03/2018
 
Description Research Endowment Trust Fund
Amount £3,000 (GBP)
Organisation University of Reading 
Sector Academic/University
Country United Kingdom
Start 01/2017 
End 09/2017
 
Description Collaboration with Kristian Vlahovicek, Croatia 
Organisation University of Zagreb
Department Department of Mathematics
Country Croatia 
Sector Academic/University 
PI Contribution This collaboration has just started. Our contribution to Prof Vlahovicek's team is our intellectual input regarding the role of gut microbiota ecosystems on host metabolism.
Collaborator Contribution The PDRA on this project has obtained Erasmus funding to travel to Prof Vlahovicek's lab in May 2017 to be trained on the use of a new method developed by Prof Vlahovicek to analyse large metagenomic data. This is the first step of this new collaboration and we intend to pursue intellectual exchanges over the next year as we will progress with the analysis of the data generated by the project.
Impact There is no outcome to report yet as the collaboration has just started.
Start Year 2017
 
Description INRA ToxAlim 
Organisation French National Institute of Agricultural Research
Department INRA Toulouse
Country France 
Sector Public 
PI Contribution We generated liver samples from mouse models that were sent to the ToxAlim group for lipidomics.
Collaborator Contribution This group (TIM, led by Dr Herve Guillou) is a European leader in lipid profiling and offered to collaborate on this project by analysing our samples for free. We anticipate that more samples will be sent to them for lipidomics analysis.
Impact Lipidomics for 46 liver samples - The publication associated with this new collaboration is being drafted. We also published a review with these collaborators on the potential interactions between gut microbiota and environmental pollutants.
Start Year 2015
 
Description Immunohistology and piglet models of intestinal diseases 
Organisation University of Reading
Department Department of Food and Nutritional Sciences
Country United Kingdom 
Sector Academic/University 
PI Contribution Dr Marie Lewis has a strong expertise in using piglets as models of intestinal disorders, particularly associated with malnutrition. We contributed to this research by providing expertise in analysis of gut microbiota using Next Generation Sequencing techniques built as part of the present MRC award. A manuscript is now in preparation to publish the results of this collaboration.
Collaborator Contribution The research group led by Dr Marie Lewis also joined the on-going MRC project to bring expertise in immunohistology to investigate how the immune system and proteins involved in the regulation of membrane barrier permeability (I.e. tight junctions) respond to gut microbiota in a conventional or diabetic environment. Indeed, the on-going MRC award focuses on understanding the mechanisms underlying the influence of gut microbes on the development of type 2 diabetes. As part of this award, it was planned to explore these interactions at the metabolic level, focusing on key pathways involved in the regulation of energy metabolism, specifically in the liver. Yet, there is mounting evidence that the immune system and intestinal membrane permeability play a critical role in these interactions. Therefore, we decided to join efforts to investigate this aspect using immunohistology techniques, hence providing preliminary data for potential further grant application.
Impact The manuscripts related to the outputs of this collaboration are being drafted. Further grant applications to pursue this work are also in preparation.
Start Year 2017
 
Description Oral microbial ecosystem associated with obesity in human remains from the Middle-Age 
Organisation University of Reading
Department Department of Archaeology
Country United Kingdom 
Sector Academic/University 
PI Contribution This collaboration aimed at investigating potential alterations of the oral microbiota associated with overweight in human remains of the Middle Age in the UK. For this purpose, we collected teeth calculus from a number of skeletons and extracted ancient DNA for 16S sequencing, allowing to reconstruct the composition of the oral bacterial ecosystem. The primary goal of this proof of concept work was to establish a suitable protocol for ancient DNA extraction and analysis in our lab.
Collaborator Contribution Dr Mary Lewis has a strong expertise in paleopathology, exploring the role of ancient pathogens in diseases. Her group has therefore access to a large collection of human remains, some of them showing characteristics of excess body weight. Dr Lewis selected and provided 29 skeletons from which we collected teeth calculus for DNA extraction.
Impact We successfully implemented a protocol for extraction of ancient DNA and obtained reliable oral microbial ecosystems for a number of skeletons. A dysbiosis (unbalance of the ecosystem) similar to what is seen in modern obese individuals was observed in the few skeletons that presented signs of excess body weight. This was a multidisciplinary work involving expertise in molecular biology (DNA extraction and sequencing), bioinformatics and archaeology (identification of human remains and signs of pathogenesis).
Start Year 2017
 
Description Using metabolomics to identify microbial signatures associated with methane production in ruminants 
Organisation University of Reading
Department School of Agriculture, Policy and Development Reading
Country United Kingdom 
Sector Academic/University 
PI Contribution This was a knowledge transfer collaboration where we assisted the team of Dr Sokratis Stergiadis to use metabolic profiling to identify metabolic signatures associated with specific gut microbial ecosystems in cow's milk.
Collaborator Contribution Dr Sokratis provided intellectual input on the potential impact of using metabolic signatures of gut microbial ecosystems in agriculture.
Impact A manuscript is being drafted to publish the results of this work.
Start Year 2017
 
Description metabolic signatures of IBD 
Organisation King's College
Country United States 
Sector Academic/University 
PI Contribution This collaboration investigates the role of gut microbiota dysbiosis (unbalanced bacterial ecosystem) in the development of inflammatory bowel diseases (IBD). We contributed to analyse metabolic profiles from adult and paediatric cohorts affected by IBD at different stages of the disease to identify new biomarkers of disease severity and of specific gut bacteria metabolic activities. We also contributed to knowledge transfer by co-supervising a PhD student registered at King's College London.
Collaborator Contribution Both partners at King's College London and University of Southampton provided samples from adult and children cohorts respectively. The university of Southampton also provided exome sequencing (genotyping) of the paediatric cohorts of UC (ulcerative colitis) and CD (Crohn's disease) for data integration with metabolic profiles.
Impact This collaboration has resulted in the identification of new metabolic markers associated with the severity of ulcerative colitis in colonic mucosa (adult cohort) and in plasma (paediatric cohort). These results are currently being drafted for publication and may lead to new nutritional recommendations for children suffering from IBD. The nature of this research is fundamentally multi-disciplinary, bringing expertise from molecular biology, biochemistry, genetics, medicine and pharmacology.
Start Year 2015
 
Description metabolic signatures of IBD 
Organisation University of Southampton
Department Human Genetics and Genomic Medicine
Country United Kingdom 
Sector Academic/University 
PI Contribution This collaboration investigates the role of gut microbiota dysbiosis (unbalanced bacterial ecosystem) in the development of inflammatory bowel diseases (IBD). We contributed to analyse metabolic profiles from adult and paediatric cohorts affected by IBD at different stages of the disease to identify new biomarkers of disease severity and of specific gut bacteria metabolic activities. We also contributed to knowledge transfer by co-supervising a PhD student registered at King's College London.
Collaborator Contribution Both partners at King's College London and University of Southampton provided samples from adult and children cohorts respectively. The university of Southampton also provided exome sequencing (genotyping) of the paediatric cohorts of UC (ulcerative colitis) and CD (Crohn's disease) for data integration with metabolic profiles.
Impact This collaboration has resulted in the identification of new metabolic markers associated with the severity of ulcerative colitis in colonic mucosa (adult cohort) and in plasma (paediatric cohort). These results are currently being drafted for publication and may lead to new nutritional recommendations for children suffering from IBD. The nature of this research is fundamentally multi-disciplinary, bringing expertise from molecular biology, biochemistry, genetics, medicine and pharmacology.
Start Year 2015
 
Description ClausLab Website 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact The on-going MRC award was associated with the creation of a dedicated website to engage with a lay audience about the work being performed. We therefore published a number of regular blogs and news on various subjects, from lab updates such as introducing new members, to generally interesting news in the field and comments on our on-going research.
Year(s) Of Engagement Activity 2016,2017,2018
URL https://clauslab.net
 
Description Microbiology Research Day 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Postgraduate students
Results and Impact Patricia Nuñez-Ramos, our latest visiting researcher joining the ClausLab group also presented a poster at the 'Microbiology Research Day' dissemination event at the School of Chemistry, Food Biosciences and Pharmacy at University of Reading that took place on Thursday 18th of August. The poster was entitled 'Type 2 Diabetes drives metabolic changes in liver fingerprint'. The audience was very interested and was very engage asking question about the findings from this study and the techniques used.
Year(s) Of Engagement Activity 2016
URL http://clauslab.net/microbiology-research-day/
 
Description School Visit (Upper Basildon - 2016) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact In May 2016, I visited a local preschool in Upper Basildon, Reading, to introduce children to the role of gut bacteria on health. The activity was ran as part of the "Healthy Week" topic. Approximately 15 pupils and 4 adult teachers were present. Feedback was excellent with some parents reporting weeks after the event that their child was still referring to the activity and the importance of balanced nutrition to keep their gut bacteria healthy.
Year(s) Of Engagement Activity 2016
URL http://www.clauslab.net/visit-to-sparklers-preschool/
 
Description School visit (BIS, France) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact I was invited to present the role of gut bacteria on health with a particular focus on healthy diet to an audience of young children (preschool to year 1). Approximately 25 children attended the session and engaged really well with the topic. Parents and teachers reported afterwards that it had motivated them to improve their diet habits.
Year(s) Of Engagement Activity 2017
 
Description School visit (Tottenham, London) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact I was invited by a school in Tottenham to present the role of gut bacteria on health to their year 9-10 students. This was also an opportunity for the school to display a women role model in a scientific career to students who were largely coming from a low socio-economic background.
Year(s) Of Engagement Activity 2017
 
Description School visit (Upper Basildon) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact 2 classrooms of Key Stage 1 children attended a presentation about the role of gut bacteria in health and the importance of keeping a balanced diet. The children engaged very well in the activity and feedback from teachers and parent afterwards was excellent. Parents were informed by their children about the importance of nutrition and they reported that it had motivated them to maintain a healthier diet.
Year(s) Of Engagement Activity 2017
 
Description School visit (Windsor's Boy School) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact This activity was organised by The Biology Society of the Windsor's Boy School to inform year 7-9 students about careers in science. I presented my career trajectory and introduced the reasons why I studied gut bacteria and their impact on health. Students were very interested and some of them reported that it was the first time they heard about this topic.
Year(s) Of Engagement Activity 2017
 
Description Twitter account 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact The Twitter account was created to broadcast news and outcomes related to the research activities and redirect the audience towards the website. At the moment the account has nearly reached 100 followers. It is also used to interact with other researchers in the field and share publications and opinions about new outcomes in the field of gut microbiology and health.
Year(s) Of Engagement Activity 2016,2017
URL https://www.twitter.com/ClausLab
 
Description Visit of the MacTwins 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Media (as a channel to the public)
Results and Impact The MacTwins are sister DJs and TV / YouTube channel show presenters who recently sparked an interest for gut microbiota. They requested an interview that was broadcasted in February 2017 on their YouTube channel entitled "The Gut Stuff". The video was also advertised on Twitter. The MacTwins have a young audience around 15-25 years old.
Year(s) Of Engagement Activity 2017
URL http://thegutstuff.com/2017/02/20/prebiotics-and-probiotics/
 
Description Website 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact This website was created following the MRC award to engage with the public about the research performed in my lab, and more specifically to communicate about the project. The website has been well-received and I was contacted by prospective students and media. In particular, the MacTwins YouTube channel producer contacted me for an interview and mentioned that she had been attracted by the description of my research on this website. I have just signed up to Google Analytics to monitor the impact of the website more closely and will be able to report more accurate audience data in the future.
Year(s) Of Engagement Activity 2015,2016,2017
URL http://www.clauslab.net