Intercellular communication in pseudoislets: shaping the dynamics of insulin secretion

Lead Research Organisation: UNIVERSITY OF EXETER
Department Name: Mathematics

Abstract

Glucose is the primary source of energy for the human body. When we eat, food is ultimately broken down into the necessary glucose and so, over the course of a full day, the amount of glucose in the blood varies. Both too high and too low blood glucose levels can cause potentially life threatening conditions. Blood glucose levels are regulated by two key chemicals: insulin, which lowers the level, and glucagon, which raises it. Both of these are produced naturally in the body in structures known as the islets of Langerhans, which are located in the pancreas.

Within the islets, the beta cells are responsible for the production and secretion of insulin. Insulin secretion is dependent on the synchronised electrical activity of all beta cells within an islet, which is achieved through communication between them. This communication arises primarily due to physical connections between neighbouring cells. If these connections are disrupted, the ability of the islets to secrete enough insulin to properly regulate blood glucose may become compromised.

Both forms of diabetes are associated with a loss of proper functioning of the islets. In type 1 diabetes, the beta cells are destroyed by the body's own immune cells. Below a critical beta cell mass, the body can no longer regulate blood glucose levels and patients become reliant on the administration of externally produced insulin. In type 2 diabetes, the functional changes are more subtle but may be caused by disruptions to the synchronised electrical response across an islet. One potential new therapy for type 1 diabetes involves the transplantation of beta cells into patients to compensate for the loss of their own cells.

We now have the capability to grow human beta cells in structures that mimic the islets of Langerhans in laboratories. This allows us to study the exact coupling between cells and observe the synchronisation of activity across the islet. We can also alter the laboratory grown islets in terms of their size, shape and the coupling between cells within them. In doing so, we can rigorously examine how how the connections between the cells quantitatively affect the secretion of insulin within an islet.

Mathematical models of biological networks provide powerful tools to simplify the analysis of large networks of cells. These models are constructed by considering mathematical descriptions of key biophysical processes that occur within and between the beta cells. Once developed, they can be used to investigate the mechanisms behind observed behaviours and, more importantly, they offer predictions about how changes to the communication between cells that occur during type 1 and 2 diabetes affect the secretion of insulin from the islet. Importantly, the connections between cells have been recently been highlighted as potential target for treatment of both forms of the disease. The predictions from the model will then be tested by performing similar alterations in the lab-grown islet.

Using the mathematical model, this project will investigate the prognoses of type 1 diabetes by considering how cellular communication is disrupted as the beta cells are destroyed, and how this impacts upon the secretory properties of the islets. It will also identify optimal sizes and configurations of islets with respect to insulin secretion to aid in the development of transplantation therapies for type 1 diabetes.

Technical Summary

Insulin, one of the key hormonal regulators of blood glucose levels, is secreted into the blood by beta cells in the islets of Langerhans. Intercellular communication is critical to the secretory response of the islets. In particular, efficient insulin secretion has been linked to the synchronisation of electrical activity of beta cells across an islet, which is achieved through communication, primarily via physical connections between adjacent cells. Disruptions to the network structure can result in a loss of normal functioning of the islet.

This project will explore the mechanisms by which a network's size and structure impact its synchronisation properties using pseudoislets cultured from human beta (EndoC-BH1) cells. Pseudoislets are populations of beta cells that are grown in three dimensional structures that approximate real islets. Through the development of a detailed mathematical model of the pseudoislet, incorporating all relevant ion channels, I will examine in a systematic way how cellular communication affects synchronisation of the islets and ultimately, their secretory response. To calibrate the model, I will collect data from pseudoislets to characterise the electrically excitability of EndoC-BH1 cells using electrophysiology techniques and map out the connections between them using immunohistochemical staining procedures.

After identifying the key network components, I will use the model to generate predictions about how manipulations to network size and structure will impact insulin secretion and perform experiments to test these and thus validate the model. I will then predict how the function of real islets becomes compromised as beta cells are lost during type 1 and 2 diabetes. Finally, I will identify the optimal size and configuration of an islet with respect to insulin secretion. This is particularly important as islet transplantation has been identified as a potential therapy for type 1 diabetes.

Planned Impact

This research will provide concrete results about the link between structure and function of the islets of Langerhans and may identify potential new therapeutic pathways to treat type 1 diabetes that currently has only limited, expensive and lifelong options available. Furthermore, given that type 2 diabetes can also be caused by poor secretory function of the islets, this research may also elucidate new approaches to treat this form of the disease. This work may thus lead to positive impacts for a variety of beneficiaries.

Firstly, both patients of type 1 and type 2 diabetes and clinicians who treat these groups will benefit from better understanding of the respective impact of the disease on islet function and vice versa. Through this deeper understanding, the prognoses of the disease will improve by understanding how beta cell loss and the subsequent breakdown in cellular communication quantitatively affects insulin secretion. Even if a true cure does not result, improved management plans that require fewer interventions, may ultimately arise from any identified mechanisms to improve islet function.

The economic cost in terms of both treatment and lost income arising from type 1 diabetes is estimated to be £1bn and for type 2 diabetes is £9bn. Finding improved treatment plans will help to significantly reduce these costs. Furthermore, each year over £50m is annually invested into researching diabetes. Extensions of this project will ultimately provide a detailed in mathematical model of an islet that can be used to test potential pharmacological interventions in silico, thus acting as a screening process before significant money is invested for subsequent development and clinical trials, thus maximising the use of the relatively small amount of funding available.

The development of treatments involving transplantation of cultured beta cells into patients to mitigate the loss of patients' existing ones will be enhanced by the use of mathematical models to predict what size and configuration of islets are optimal in terms of their secretory function in response to glucose. This will both reduce the cost and increase the speed of the development of these treatments.

Whilst this project is focussed on beta cells, the research methodologies that will be developed are relevant to other biological problems, for example, the treatment of neural system disorders such as epilepsy and Parkinson's disease by neural prostheses, or understanding of disorders of the neuroendocrine system, such as hyperthyroidism. Thus, whilst not directly related to this project, researchers in these fields may also benefit from this project.

Through the various public engagement events planned during this project, the benefits of integrated approaches, together with the findings and methodology of current state-of-the-art research will be divulged to the public. The feedback and response from stakeholders in diabetes will ultimately play a role in shaping the translational aspirations of my long term research programme by focussing it on the treatment pathways that these groups desire. Finally, by improved public understanding of the causes of diabetes, I hope that the stigma associated with the diseases will be reduced.

Publications

10 25 50
 
Description Set of digital media about beta cell, the patterns they produce and the importance of multiple types of cells and systems operating at different scales. Planned to be incorporated into an installation, but Covid-19 has prevented this so far. 
Type Of Art Artwork 
Year Produced 2021 
Impact Artwork only just been released (not yet completely finalised). Launch event for exhibit was on 4th March 2021, but this is only the start of the exhibition. In the post-Covid-19 world, we hope to advertise this work more widely. 
URL https://cutt.ly/smqbexhibition
 
Description Capital Award emphasising support for Early Career Researchers
Amount £150,000 (GBP)
Funding ID EP/S017682/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 02/2019 
End 07/2021
 
Description London Mathematical Society
Amount £500 (GBP)
Funding ID 91710 
Organisation University of Exeter 
Sector Academic/University
Country United Kingdom
Start 04/2018 
End 07/2018
 
Description NetClamp: conducting neural network rhythms with mathematics
Amount £201,336 (GBP)
Funding ID EP/V048716/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 06/2021 
End 01/2024
 
Description Royal Society Newton Mobility Grant
Amount £19,804 (GBP)
Funding ID NI170267 
Organisation The Royal Society 
Sector Charity/Non Profit
Country United Kingdom
Start 08/2017 
End 09/2019
 
Description Summer Studentship Grant
Amount £2,850 (GBP)
Funding ID SV-GEN-10755 
Organisation Society for Endocrinology 
Sector Charity/Non Profit
Country United Kingdom
Start 06/2019 
End 09/2019
 
Title Dynamic clamp controller 
Description Matlab-based controller for the Arduino-based dynamic clamp (dynamicclamp.com). 
Type Of Technology Webtool/Application 
Year Produced 2020 
Open Source License? Yes  
Impact None to data. 
URL https://github.com/kyle-wedgwood/DynamicClampController
 
Description Big Bang South West 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Presented at the Big Bang South West as part of the Society for Endocrinology team. Developed resources to explain circadian rhythms and led interactive activities to guide participant learning.
Year(s) Of Engagement Activity 2018
URL https://nearme.thebigbangfair.co.uk/view/?eve_id=1836
 
Description Diabetes UK Clinical Studies Group 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact The activity of the Diabetes UK Clinical Studies Group (CSG) is to identify gaps in research by discussing ongoing and emerging themes with clinicians, patients and carers. This has involved 3 meetings per year of the CSG (which itself has some practioners and patients) with various members of the public to outline priorities for these groups. We are currently producing a report on such priorities, which will influence Diabetes UK and other diabetes-related funding bodies over the next research cycle.
Year(s) Of Engagement Activity 2017,2018,2019
 
Description Diabetes UK Patient Group visit 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Patients, carers and/or patient groups
Results and Impact This was a visit to a local Diabetes UK patient group to present findings from resarch. The group comprised around 20 patients and careres. I presented with a colleauge for around 20 minutes, followed by discussion amongst the group for a further half hour.
Year(s) Of Engagement Activity 2018
 
Description EPSRC blog 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact I wrote a general audience blog on my fellowship project for EPSRC and my career and decisions leading up to it.
Year(s) Of Engagement Activity 2018
URL https://epsrc.ukri.org/blog/abitofmathematics/
 
Description Exeter Mathematics School Inspire Lectures 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact This was a series of talks to students in the Exeter Mathematics School (6th form college) with an aim to present how mathematics can be used to understand rhythms in biological systems (and in particular, in neural and endocrine systems). Following the talks, I have received a number of queries from students asking for further reading, or for research placments.
Year(s) Of Engagement Activity 2017,2018,2019
 
Description Exeter Mathematics School Projects 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact This was a term long project on spike time estimation given to a group of 5 Exeter Mathematics School students. The students learned about the role of mathematics in understanding electrophysiology. Feedback was that the project was hard, but that the students enjoyed the challenge.
Year(s) Of Engagement Activity 2017,2019,2021,2022
 
Description Exeter Mathematics School Residential 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact This was a series of two workshops for prospective Exeter Mathematics School students (year 10) on how mathematics can be used to control rhythms (i.e. how to entrain biological systems). Since the first of these, the school has significantly increased its interest in more lectures and seminars on interdisciplinary work between mathematics and biology.
Year(s) Of Engagement Activity 2017,2018
 
Description Exeter Mathematics School Workshop 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact 4-hour workshop on the mathematics of playing games with Exeter Mathematics School
Year(s) Of Engagement Activity 2020
 
Description Future2021 event 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact FUTURES is an exciting festival that will be taking place in the South West across venues in Bath, Bristol, Cornwall, Devon, Exeter and Plymouth and online on the last weekend in September.

FUTURES will be bringing science and research to life in new and exciting ways. There will be plenty of ways to get involved, we'll be bringing you late night opening of museums, hands-on activities, exhibitions, storytelling, comedy nights, talks, quizzes, radio shows and much more!

Demonstrated use of mathematical models and immersive technology in diagnosing mental health conditions.
Year(s) Of Engagement Activity 2021
URL https://futuresnight.co.uk/
 
Description Living Systems Institute Open Night 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact Talk during the Open Night at the Living Systems Institute explaining my research aims and methodology to the general public. I delivered the talk twice to approximately 30 audience members. Following the talk, I stayed to chat with interested parties to discuss general neuroscience and mathematics.
Year(s) Of Engagement Activity 2019
 
Description MathSoc Lecturer talks 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Undergraduate students
Results and Impact Short (15-20) talk on the role of the mathematics in healthcare/physiology with a view to encouraging students to pursue research in this area.
Year(s) Of Engagement Activity 2022
 
Description Nuffield Student Placement 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact I have now hosted 3 Nuffield students over the past 2 years who have worked on summer research interships, learning how to analyse data from beta cells. These internships are designed to give school students some research experience prior to attending university. The students reported that they had learned from and enjoyed the experience, which is further supported by feedback from the Nuffied Foundation.
Year(s) Of Engagement Activity 2017,2018
 
Description Outreach talk in Bangkok International School 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact I gave a talk about my research aims and methodology at Patana International School, Bangkok to around 20 students and staff members.
Year(s) Of Engagement Activity 2019