Understanding infection strategies of the food borne pathogen Listeria monocytogenes at the single cell level

Lead Research Organisation: University of Manchester
Department Name: School of Biological Sciences

Abstract

Mammals have central cellular defence systems that resist infection by a range of pathogens. These involve the signalling systems, which are critical regulators of the antibacterial immune response. To date studying the interactions between these cells and bacterial pathogens have been done at the population level. We have now developed novel tools to study the direct interaction of individual host immune cells with bacterial pathogens at the single cell level thereby generating a greater understanding of the events involved in infection. We have focussed on the food-borne pathogen Listeria monocytogenes responsible for a number of serious infections of man and animals. L. monocytogenes invades host cells in which it then grows before spreading to adjacent uninfected cells thereby propagating the infection. Our preliminary data suggests that the outcome of the infection with L. monocytogenes, actually depends on a very small subset of bacteria, which can establish successful infections after invasion of host immune cells, We show that in doing so, L. monocytogenes is able to inhibit antibacterial host defence mechanisms, including the production of protective signalling molecules critically in enlisting an effective immune response. These events, which control the overall outcome of infection, have been masked in previous population-level analyses, which simply considered average cell behaviour. Therefore, our single cell data raises fundamental questions about the mechanisms employed by the very few successful pathogens to overwhelm the antibacterial defence mechanisms of the host. Whether this is a consequence of changes in gene expression in L. monocytogenes or changes in the host cells that make them permissive for replication, or both, is unclear and this is being addressed in this application.

In this project we aim to understand the interactions between individual L. monocytogenes bacteria and host cells and decipher what leads to a successful infection. To achieve this we have established state-of-the-art and uniquely quantifiable real time single cell imaging and gene expression approaches. This will allow us for the first time to follow under the microscope the behaviour of hundreds of individual host and bacterial cells and characterise their patterns of behaviour. We will monitor by microscopy in individual infected host cells the expression of both virulence factors by L. monocytogenes, required for growth inside host cells and the response of individual host cells to infection. As a consequence, this project will discover the detailed real time interactions between this important food-borne pathogen and host cells, revealing critical stages in the development of infection inside host immune cells thereby leading to a greater understanding of the overall infection outcome.

In the longer term, the discoveries made in this project in understanding of immune cells responses to pathogen infection, will inform future novel treatment-strategies, less dependent on the use of antibiotics. This study will establish a paradigm for analysis of host pathogen interactions in single cells, and will be applicable to understand generic cell and tissue responses to diverse biological stimuli.

Technical Summary

The dynamic and stochastic nature of immune cell and pathogen interactions ultimately decide the fate of the whole organism, however the underlying mechanisms are masked in typical population-level analyses. In this project, we will combine cutting-edge single cell approaches (live-cell imaging and gene expression studies) to mechanistically understand strategies employed by Listeria monocytogenes, an important food-borne pathogen of man during infection of macrophages, a critical step controlling the overall infection outcome. Our data show that only ~1 in 100 of L. monocytogenes establishes sucessful infection after invasion of macrophages, and in this proposal we investigate the underlying regulatory mechanisms in host and pathogen cells. We will use live-cell time-lapse microscopy including single molecule Fluorescent Correlation Spectroscopy, and monitor activation of a critical PrfA virulence system in single infected cells to quantitatively understand its regulation upon infection of macrophages, phagosome escape and replication. To understand how L. monocytogenes overcomes the antibacterial host responses and spread to neighbouring macrophages we will visualise (and perturb) the activation of the NF-kappaB and STAT signalling in host cells during the course of infection. Will also use single cell RNA sequencing to globally reconstruct key molecular systems in the pathogen and the host (beyond PrFA and NF-kappaB/STAT systems) that underlie the outcomes of L. monocytogenes and macrophage interactions. Together, these cutting-edge single cell approaches will for the first time provide real insights into how a small subset of "successful" L. monocytogenes overcomes the antibacterial host responses. Understanding the strategy of this very small subset of L. monocutogenes will important for predicting immune response to L. monocytogenes (and other pathogens). Tools developed in this project will have wide applicability to other tissue systems and pathogens.

Planned Impact

This project offers a great potential to better understand pathogen infection strategies and antibacterial defence mechanisms. We focus on a quantitative understanding of infections with Listeria monocytogenes an important food-borne pathogen of man (~30% mortality rate, affecting the most vulnerable groups of the population) and farm animals, a major burden on our society. L. monocytogenes is also a well-established model system for other pathogens. This creates the opportunity for the step change in our understanding of infection biology, and is relevant to healthcare and to the pharmaceutical industry.

By its very nature this project will be of specific interest to microbiologists, immunologists, biomedical scientists and clinicians who are working in the field of infection disease and inflammation. The novel single cell approaches will benefit the wider scientific community since they will be applicable to studies of other processes or disease, e.g., cancer, developmental biology, interactions between plant cells and saprophytic/pathogenic microorganisms and biofilm formation by bacteria. We will ensure the best use of the results by the community. We will engage with academics through high impact publications and talks at major conferences. We will make data and tools available, on publication, in established public depositories (e.g. the Dryad, Array Express, Omero), where suitable databases exist. Genetic tools (plasmids) will be made available to other researchers (via the Addgene). We have a vast experience in interdisciplinary training (Paszek is a theoretician who runs an experimental lab as a key BBSRC David Phillips Fellowship output). We will closely work with the project's PDRA to transfer our expertise in interdisciplinary research and develop his career in infection biology. We will contribute to the depth of systems biology training in Manchester and in the UK.

Better understanding of host-pathogen interactions could provide novel immune-based drug targets (that do not rely on antibiotics and thereby avoid issues of AMR). This has a potential of mirroring recent success of immune-based anti-cancer therapies. We will use existing links via Manchester Collaborative Centre for Inflammation Research, focusing on translation to clinical science and pharmaceutical industry (co-funded by AZ and GSK) would allow rapid assessment of target drugability.

We will continue to strongly engage with instrumentation companies who are interested in the utilization of the quantitative dynamic imaging technology and genomics capabilities. We have close relationships with bio-imaging instrumentation companies via Systems Microscopy Centre (SMC), in particular with Carl Zeiss and Hamamatsu Photonics. This involves direct funding for meetings and training that is already in place. We will seek opportunities to work with next-generation sequencing instrumentation companies (e.g., Fluidigm) to improve current microfluidic design (e.g. future combination of time-lapse imaging with a genomics experiments will be critical).

The use of microscopy generates movies and images that are colourful and visual. They represent an excellent resource for the development of public understanding of science. In 2006 a group from SMC presented an exhibit entitled "The Language of Cells" at the Royal Society exhibitions in London, Glasgow and at Science Day at Buckingham Palace. We will use similar opportunities; talk to schools and other groups to specifically raise the issue of antibiotic resistance. Members of SMC have participated in several public engagement activities including "The Worm Wagon", "Fabulous Physics" and FLS Community Open Day. When the publicity of outcomes from this project are important, we will engage with the University of Manchester Press Office to coordinate this. We have good experience of media publicity and have previously worked with the BBSRC Press office in publicising high impact publications.
 
Description The overarching question that we address in this project is to understand at the single-cell level what controls the intracellular fate of L. monocytogenes in macrophages, a key event in determining infection outcome.
As a part of the project, we established the necessary technology platforms. Specifically, live-cell microscopy tools to directly visualize the behaviour of the L. monocytogenes upon infection of host macrophages. These allow simultaneous monitoring of pathogen invasion, spread, and growth within the host, as well as activation of the virulence programs. To do this, we established a dual fluorescent reporter system with a constitutive L. monocytogenes promoter driving RFP expression and fusions to GFP of PrfA regulated promoters such as phly, pactA and pinlC. In the host, we monitor NF-kB and STAT1 activation using fluorescent fusions. We also developed image processing pipelines (in CellProfiler) that allow us to automatically segment and track host and pathogen cells from time-lapse microscopy movies as well as use mathematical modelling to understand the growth and spread of bacteria within the host population.

We showed that the L. monocytogenes invasion of host macrophages results in heterogeneous infection outcomes at the single-cell level, where only a subset of bacteria (~30%) can establish a replicative infection. Through dual-colour time-lapse imaging of fluorescently labelled bacteria, we demonstrated that the fate of individual bacteria in the same host cell was independent of each other and non-cooperative. In turn, the host macrophages controlled the overall probability of replication, such that an increase in the multiplicity of infection with increased bacterial numbers paradoxically resulted in reduced intracellular replication. We demonstrated that the regulation of the major PrfA virulence regulon in bacteria contributed to the overall replication probability. We discovered this effect was mediated via the action of the secreted PrfA-regulated Listeriolysin toxin that regulates the phagocytosis through disruption of the MRC-1 cell surface receptor on macrophages. Key publication describing this work is available on BioRxiv.

During this project, we also discovered that L. monocytogenes may use ActA-mediated aggregation prior to invasion of host cells to upregulate PrfA-virulence (through a novel positive feedback) and thereby increase the probability of invasion and the number of invading bacteria entering each cell-key publication in preparation.

We demonstrated that heterogeneity within the host macrophage population is globally constrained by transcriptional bursting (Alachkar et all, bioRxiv preprint, 2023). We also performed Memory-seq experiments that demonstrate substantial imprinting of the single-cell response variability upon toll-like receptor stimulation. This shows that individual cells' response patterns are predetermined, not random, so individual cells might exhibit different abilities to respond to infection. We now analyse scRNA-seq data to validate these observations. In the next step, we will test how the different heritable expression patterns affect the outcomes of L. monocytogenes infection.
Exploitation Route New undertaking of the bacterial infection strategies and host defence mechanisms. This might provide better ways to combat infections in the future. Our protocol for imaging and quantification of single-cell host-pathogen interactions will be relevant for other pathogen infections.
Sectors Agriculture, Food and Drink,Pharmaceuticals and Medical Biotechnology

 
Description This project will be of interest and benefit to wider scientific community. The fundamental mechanisms controlling the immune response to pathogens are key in infection biology and essential for understanding normal regulation and disease. Food-borne Listeria monocytogenes poses a major burden to our society, with high hospitalisation and mortality rate in humans (up to 30%). Those at with increased risk involve pregnant women and their unborn babies, and in general people with the weakened immune system, i.e. the very young, and the elderly. L. monocytogenes also causes infection in farm animals, and antibiotic-free strategies to combat infection would help to avoid issues of antimicrobial resistance. L. monocytogenes serves as a model system for other intracellular bacterial pathogens and as a tool to decipher basic cellular processes. Single-cell approaches will allow us, for the first time to visualise the entire process of bacterial infection in living cells. We will use and develop new imaging approaches for multi-parameter time-lapse analyses (in combination with gene expression assays in single cells). This will create a paradigm for understanding responses to other pathogens and enable other researchers to study processes underlying cellular signalling and decision-making, including cancer or development. These will enable the development of a more detailed single-cell description and provide more predictive power for inference of regulatory mechanisms. This (as well as systems biology staff training) will further contribute to increasing the depth of systems biology training in Manchester and in the UK (e.g. Paszek leads maths training for BBSRC DTP PhD students). In order to promote the impact of this project, the main objectives are: 1) maximize the benefits of our research by increasing its openness and accessibility; and 2) promote public awareness of the issues of antimicrobial resistance
First Year Of Impact 2019
Sector Agriculture, Food and Drink,Healthcare,Pharmaceuticals and Medical Biotechnology
 
Description Analyses of fungal infections at the single cell level
Amount £100,000 (GBP)
Organisation Medical Research Council (MRC) 
Sector Public
Country United Kingdom
Start 09/2022 
End 09/2026
 
Description DTP PhD studentship
Amount £100,000 (GBP)
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 09/2018 
End 10/2022
 
Description How ecological interactions shape mutation rates to antimicrobial resistance
Amount £120,000 (GBP)
Funding ID 2442521 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 09/2020 
End 09/2024
 
Description Understanding heterogeneity of immune cell responses through analysis of transcriptional bursting
Amount £120,000 (GBP)
Funding ID 220025/Z/19/Z 
Organisation Wellcome Trust 
Sector Charity/Non Profit
Country United Kingdom
Start 09/2019 
End 09/2022
 
Title Analysis of transcriptional bursting of TLR-dependent genes 
Description Models and algorithms for the theoretical argument in the J. Bagnall, W. Rowe, N. Alachkar, J. Roberts, H. England, C. Clark, M Platt, D. A .Jackson, M. R. Muldoon and P. Paszek, Gene-Specific Linear Trends Constrain Transcriptional Variability of the Toll-like Receptor Signaling, Cell Systems 11, 1-15, 2020 
Type Of Material Computer model/algorithm 
Year Produced 2020 
Provided To Others? Yes  
Impact Sharing tools in the community 
URL https://github.com/ppaszek/transcriptionalBursting
 
Title Single-cell transcriptomics analysis of TRL-induced macrophages 
Description Single-cell transcriptomics analysis of Lipid A stimulated RAW264.7 cell line using Fluidigm C1 system. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
Impact Sharing data with community 
URL https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-9219/
 
Description Collaboration with Roi Avraham, Weizmann Institute of Science, Israel 
Organisation Weizmann Institute of Science
Country Israel 
Sector Academic/University 
PI Contribution Agreement in principle to collaborate in the area of single-cell host-pathogen interactions.
Collaborator Contribution Hosting a researcher from Manchester, exchange of protocol and knowledge
Impact Agree to host a researcher from Manchester and transfer dual RNA-seq protocol
Start Year 2019
 
Description Finalist of the STEM for Britain 2022 (Dr Josephine Moran) 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact Dr Jospehine Moran was a finalist of the STEM for Britain 2022 poster competition at the House of Parliament (including early-career research scientists, engineers, technologists and mathematicians for the opportunity to exhibit their work)
Year(s) Of Engagement Activity 2022
URL https://stemforbritain.org.uk
 
Description Live with Scientists: Women in STEM (Josephine Moran) 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Postgraduate students
Results and Impact This event includes women who have a wealth of experience working in the often challenging world of STEM, who will give an insight into their personal journeys, thoughts and advice to future generations of female research
Year(s) Of Engagement Activity 2021
URL https://www.livewithscientists.com/2021/07/14/panel-event-women-in-stem-tuesday-20th-july-2021-1200p...
 
Description Manchester Access Programme (MAP) academic assignment tutor 2019 
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 The Manchester Access Programme (MAP) is The University of Manchester's flagship widening participation scheme for local Year 12 students.
The aim of the programme is to help students, who meet specific academic and background criteria, achieve entry to The University of Manchester, or another research-intensive university, through the completion of a portfolio of work demonstrating specific knowledge and skills.

Dr Josephine Moran, PDRA on the project, served as an academic assignment tutor.
Year(s) Of Engagement Activity 2019
URL https://www.manchester.ac.uk/study/undergraduate/aspiring-students/map/what-is-map/
 
Description Nioart outreach programme 
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 Researcher participated in the BioArt outreach programme after school club at Webster primary school (M15 6JU) on 15/11/18. This was an hour session where the group of children were shown microscopy videos of fluorescently labelled Listeria monocytogenes infecting macrophages, and given a talk about what we can learn from such videos. The children then created art inspired by what they had seen and heard and could continue to ask questions from the researcher.
Year(s) Of Engagement Activity 2018