Dynamics and Function of the NF-kB Signalling System

Lead Research Organisation: University of Warwick
Department Name: Warwick Systems Biology Centre

Abstract

A major challenge in biology is to understand how cells recognize external signals and give appropriate responses. Now that the sequence of the human genome is complete, it is important to assign functions to each gene and to identify the corresponding proteins that control key cellular functions. White and colleagues pioneered the development of microscopy-based methods for the visualization and timelapse measurement of biological processes in single living cells. We have used natural light-emitting proteins from fireflies, jelly fish and fluorescent corals. Synthesis (expression) of these proteins causes mammalian cells to become luminescent (light emitting in the dark) or fluorescent (change the colour of light). By placing the gene that codes for a luminescent protein next to a promoter that controls a gene of interest, we can use luminescence from living cells as a way of measuring when the gene of interest is normally switched on and off. Fluorescent proteins have also been used to genetically label proteins of interest, so that the movement of the protein can be visualized in a living cell. White and colleagues previously used timelapse fluorescence and luminescence microscopy coupled to computer simulations to investigate cell decision making. We discovered that a set of important signalling proteins, called NF-kappaB, move repeatedly into and out of the nucleus of the cell, suggesting that cells may use proteins as timers to encode complex messages (like Morse Code). This was a surprise since the original NF-kappaB protein, p65, was discovered 20 years ago and was thought to act as a simple switch that moves into the nucleus once to activate genes. Only timelapse measurements in single living cells were able to see this. The NF-kappaB system is widely recognised as crucial to the control of important cellular processes including both cell division and cell death. It is implicated as being involved in a variety of diseases, such as cancer and inflammatory disease. We will now develop a substantial systems biology project to study all of the components of this complex system. While the previous work has provided major insights, we now need a far broader range of integrated experimental tools to study it. Also the use of mathematical models to make computer predictions will be critical to help us to visualize how this system works. We will make accurate measurements of the (much larger) set of proteins that are involved in NF-kappaB signalling and the genes that are controlled by these signals. The (very experienced) project team includes bioinformaticians, cell biologists, computer scientists, mathematicians, molecular biologists, microscopists and protein chemists. The project will be managed in a structured and organized way, so that the mathematical modelling can be used to predict and design the biological experiments. A central team of experimental officers will be responsible for coordinating the experiments, data and model storage and communication of information between team members. We will study the numbers of molecules of each of the NF-kappaB proteins in the cell, their stability, chemical states and interactions with each other and with other proteins. We will also study in detail which genes that they bind to and control. We will also aim to understand how single protein molecules acting at single genes can act to control decisions of cell life and death. This multidisciplinary approach is essential in order to understand this complex system. A further aim of the project is to provide training for post-docs and students. In this respect, we will benefit from sponsorship of training courses and symposia by the instrumentation companies Carl Zeiss, Hamamatsu Photonics, Coherent and Nano Imaging Devices. The project will also benefit from ongoing collaborations with Genetix and AstraZeneca

Technical Summary

We will develop an integrated systems biology programme to analyse the dynamic and physiological function of the NF-kappaB signalling system. We previously applied iterative real-time imaging and mathematical modelling approaches to show that the NF-kappaB system is oscillatory and uses delayed negative feedback to direct nuclear to cytoplasmic cycling of transcription factor(s) that regulate gene expression. Our recent work has made clear how little is currently understood about even the core parts of the NF-kappaB system and only included a small subset of the NF-?B proteins and feedback loops. We will develop and apply a set of quantitative experimental tools coupled to an intensive theoretical analysis to properly analyse the dynamic function of the system. A key question is how cells achieve appropriate cell fate decisions in response to time-varying signals. Our team includes the expertise to measure and simulate the important processes involved in the core NF-?B network and is supported by leading technology companies.. The experimental work (involving network perturbations) will integrate dynamic cell and single molecule imaging, quantitative proteomics (for measurement of absolute protein and phosphoprotein levels and rates of turnover), chromatin immunoprecipitation (ChIP) analysis (for the dynamics of NF-kappaB binding to target promoters) and RT-PCR and DNA microarray analysis (for measurement of endogenous gene expression). The theoretical work will develop: 1) new data analysis tools to interpret and direct experimental strategy, 2) deterministic and 3) stochastic mathematical models of the system. The computer simulations will develop new experimentally testable hypotheses. Our goal is complete understanding of this complex and non-linear system. We will determine how the set of complex feedback loops controls NF-kappaB dynamics and controls downstream gene expression in the nucleus and how it operates at the single molecule/gene level.

Publications

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Domijan M (2015) Using constraints and their value for optimization of large ODE systems. in Journal of the Royal Society, Interface

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Feillet C (2014) Phase locking and multiple oscillating attractors for the coupled mammalian clock and cell cycle. in Proceedings of the National Academy of Sciences of the United States of America

 
Description This grant was joint with Manchester and other universities. The project PI is Professor Mike White (Manchester) and the Key Findings Report has been uploaded with his report on this grant.
Exploitation Route See above
Sectors Healthcare,Pharmaceuticals and Medical Biotechnology

URL http://www.davidrand.co.uk
 
Description This grant was joint with Manchester and other universities. The project PI is Professor Mike White (Manchester) and the Narrative Impact has been uploaded with his report on this grant.
Sector Healthcare,Pharmaceuticals and Medical Biotechnology
 
Description BBSRC Grouped
Amount £246,768 (GBP)
Funding ID BB/I004521/1 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 07/2010 
End 06/2013
 
Description BBSRC Grouped
Amount £654,256 (GBP)
Funding ID BB/G005699/1 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 10/2008 
End 02/2012
 
Description BBSRC Grouped CCCC
Amount £246,768 (GBP)
Funding ID BB/I004521/1 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 07/2010 
End 06/2013
 
Description EPSRC Responsive Mode
Amount £356,217 (GBP)
Funding ID EP/P019811/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 04/2017 
End 04/2020
 
Description Wellcome Trust, The
Amount £177,880 (GBP)
Funding ID 091688/D/10/Z 
Organisation Wellcome Trust 
Sector Charity/Non Profit
Country United Kingdom
Start 09/2010 
End 09/2015
 
Title PeTTSy (Perturbation Theory Toolbox for Systems) 
Description This is a GUI based Matlab toolbox which implements a wide array of techniques for the perturbation theory and sensitivity analysis of large and complex ordinary differential equation based models. 
Type Of Technology Webtool/Application 
Year Produced 2015 
Impact Has enabled analysis of complex dynamics of big systems that was not possible before. 
URL http://www2.warwick.ac.uk/fac/sci/systemsbiology/research/software/
 
Title ReTrOS: Reconstructing Transcription Open Software 
Description Matlab based software to reconstruct transcription profiles e.g. from time-course (LUC-, GFP- etc) imaging data. Written in Matlab 2009b, and distributed with test data. A paper on this has now been published: 123. Giorgos Minas, Hiroshi Momiji, Dafyd J Jenkins, Maria J Costa, David A Rand and Bärbel Finkenstädt. ReTrOS: A MATLAB Toolbox for Reconstructing Transcriptional Activity from Gene and Protein Expression Data. BMC Bioinformatics (2017) 18:316 DOI 10.1186/s12859-017-1695-8. 
Type Of Technology Webtool/Application 
Year Produced 2010 
Impact Mainly used by biological community. 
URL http://www2.warwick.ac.uk/fac/sci/systemsbiology/research/software/
 
Title Spectrum Resampler 
Description A period fitting algorithm with a graphical front end for Matlab, which imports periodic time series data from Microsoft Excel xls files. This work was produced in collaboration with the Universities of Liverpool and Edinburgh, as part of the ROBuST project, funded by BBSRC and EPSRC under the SABR initiative. 
Type Of Technology Webtool/Application 
Year Produced 2014 
Impact Enables calculation of period with rigorous error estimates. Used within biological and biomedical communities studying circadian oscillations. 
URL http://www2.warwick.ac.uk/fac/sci/systemsbiology/research/software/
 
Description BIOMS Symposium 2018 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Keynote Lecture. BIOMS Symposium 2018, BioQuant, University of Heidelberg, October, 2018. Title: Multiplexing information flow through dynamic signalling systems
Year(s) Of Engagement Activity 2018
 
Description Invited Lecture, Modelling signalling systems. British Toxicology Society Annual Congress, Solihull, UK, April 2015. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact British Toxicology Society Annual Congress. Toxicity is a major concern for Pharma and this talk enabled me to make contact with a wide range of people from Pharma and related areas.
Year(s) Of Engagement Activity 2015
 
Description Invited Lecture, Oberwolfach Meeting June, 2017. 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Study participants or study members
Results and Impact Invited Lecture, Oberwolfach Meeting on Reaction Networks and Population Dynamics, June, 2017.
Year(s) Of Engagement Activity 2017
 
Description Invited Spring School Lectures at CompSysBio Spring School. Aussois, France. March 2017 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Two Invited Spring School Lectures. Information and Decision-Making in Dynamic Cell Signalling.
Year(s) Of Engagement Activity 2017
URL https://project.inria.fr/compsysbio2017/
 
Description Keynote Lecture. 2016 Information and Decision-Making in Dynamic Cell Signaling. IEEE International Conference on Bioinformatics and Biomedicine, Shenzhen, China. December, 2016. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Enabled contact/collaboration with professional/industry keen to collaborate in the bioinformatics are and enabled me to get over to them the new opportunites that recent mathematical developments allow.
Year(s) Of Engagement Activity 2016
 
Description Lecture to UK Plant and Algal Clocks workshop, 16-17 April 2018 Edinburgh 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Lecture to UK Plant and Algal Clocks workshop, 16-17 April 2018 Edinburgh. Title: Modelling & measuring the stochasticity in circadian clocks: information theory, new methodology & measuring clock function
Year(s) Of Engagement Activity 2018
 
Description Mini-symposium on Multi-scale Mathematical Models in Endocrinology. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Invited Lecture, ECMTB 2018 Stochastic transcriptional dynamics and spatial signalling for the prolactin gene in single cells and tissue. Mini-symposium on Multi-scale Mathematical Models in Endocrinology.
Year(s) Of Engagement Activity 2018
 
Description Open Evening panel discussion and questions: "Did you know chemotherapy can be less toxic based on the time of day it's delivered?" 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Organised as part of our recent international scientific meeting "Medicine in the 4th Dimension" July 2016. Chaired by a scientific journalist panel contained oncologists, scientists, patients, psychologist. I was a panel member. A local charitable donor who has supported us attended.
Year(s) Of Engagement Activity 2016
 
Description Plenary Lecture, International Conference on Systems Biology (ICSB14), Melbourne, September 2014. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Primed collaborations with biologists and clinicians (particularly oncologists). Enabled communication with patients groups.
Year(s) Of Engagement Activity 2014
 
Description Plenary Lecture, Probing the cell's dynamic regulators and their coupling: clocks, signals and the cell cycle. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact European Conference on Mathematical and Theoretical Biology (ECMTP), Gothenburg, Sweden, June 2014.
Year(s) Of Engagement Activity 2014
 
Description SysmedIBD Satellite Symposium 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact SysmedIBD Satellite Symposium in IBD took place at the premises of ECI Congress in Vienna on 5-6 September 2015.
Year(s) Of Engagement Activity 2015
URL https://www.sysmedibd.eu/home/index267c.html?L=2998
 
Description SysmedIBD Spring School 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact The SysmedIBD Spring School was organized at Palazzo Pesaro-Papafava in Venice, Italy on 7-11 March 2016.
Year(s) Of Engagement Activity 2016
URL https://www.sysmedibd.eu/home/index267c.html?L=2998