Bilateral NSF/BIO-BBSRC The roles of contact-dependent inhibition in building mixed bacterial communities

Lead Research Organisation: University of York
Department Name: Biology

Abstract

Bacteria are essential to human, animal health, and plant health, but can also cause disease. Bacteria are usually found working together as well-ordered communities. Understanding how communities develop and are maintained is therefore very important. One of the applicants discovered a system used by a range of bacterial species to inhibit the growth of others: contact dependent inhibition (CDI). In this elegant system one bacterial cell, the inhibitor, injects a toxin into a susceptible bacterium (target) when they touch, which inhibits target cell growth. There is evidence of many different types of these toxins in nature, but we do not yet know how they all work, and why they are so prevalent.
In this project we will examine how CDI affects the development of mixed strain bacterial communities. We will use and integrate three different approaches. Firstly, we will study how these toxins work in detail to gain a clear understanding of the changes the target cell undergoes when it is growth inhibited. This will be achieved by a combination of microbial genetics, molecular biology and biochemistry approaches. Second, using advanced microscopy techniques and strains with well-characterized CDI systems, we will document growth and inhibition in real time. We will measure different aspects, including how fast the toxin acts, and whether target cells can recuperate. Finally, based on the knowledge of CDI gained from these molecular and microscopic studies, we will use mathematical approaches to generate, and then also test, predictive computer models of the effect of CDI on bacterial communities.
CDI toxins are present in many different bacteria and based on similarities, the project can contribute new insight into a wide range of microbiological systems, and thus the understanding we generate may be exploited to address different societal challenges. In health care, probiotics build and maintain beneficial bacterial communities, and the understanding of CDI effects on populations may be exploited to improve probiotic strains or probiotic-based strategies. Similarly, approaches to improve plant health may devised where we encourage and help beneficial bacterial communities to grow. Both academics and pharmaceutical companies may be inspired by the understanding of CDI toxin activity to pursue new approaches to antimicrobial drug development. Finally, we envision that CDI systems may be introduced in industrial processes or in synthetic biology systems, where it is important to control mixed strain bacterial populations, for example in live biosensors. We will organize a workshop with academics and industrial representatives to stimulate discussion on applications of CDI. We also will share our enthusiasm and knowledge of this research with talks and activities for the public and at schools, colleges and universities.

Technical Summary

Contact Dependent Inhibition systems (CDI) are ubiquitous, bacterial toxin delivery systems that require direct interaction between the toxin delivery CdiAB apparatus of the CDI+ cell and a defined receptor protein on the target, susceptible cell. CDI is active mostly but not exclusively between strains of a species, largely due to receptor specificity, but CdiI immunity proteins protect self and siblings. CDI toxins include tRNAse, DNase, and proton motive force inhibitor activity but also unknowns. Many fundamental questions about CDI remain; there is a significant gap in our understanding of CDI's role in bacterial ecology and evolution. This proposal seeks to close this gap with the overarching hypothesis that CDI systems shape the development and dynamics of microbial communities. Furthermore, we anticipate that each specific CDI system may have unique effects on population dynamics. Our objectives are to generate the knowledge and biological tools to further our understanding of CDI activity with a focus on Escherichia coli and Enterobacter cloacae CDI. This will be achieved using a combination of molecular biology and biochemical approaches, and will generate strains with well-characterized CDI systems. Subsequently, the effect of these CDI systems on population development will be determined based on a set of qualitative and quantitative imaging analyses at the single cell level, microcolony and biofilm level. This data will be used to parameterize a suite of computational models with stochastic implementation that will be constructed to capture important transient interactions leading to population structure. An integrated model that allows in silico predictions of CDI effect on mixed strain population structure will be validated in several rounds by combining all the tools and expertise: generate defined mutant strains with known CDI variables, determine the effect on population structure, and parameterize the model.

Planned Impact

Impact on Knowledge environment and a skilled workforce.
This project on the effect of contact dependent inhibition (CDI) on mixed bacterial populations, will train young scientists in discipline specific skills and knowledge, with an emphasis on biochemistry, molecular biology, microbiology or computational biology. The project ensures that these skills and knowledge are applied in a broad, interdisciplinary context. Working in the project team will provide training in disseminating specialist knowledge to academics from related disciplines, and all project participants will gain experience in applying their specialist knowledge to other fields. Experience in professional teamwork and interdisciplinary skills are valued in many societal and professional settings, including industry, and thus will enhance the PDRA's and PhD student's employability. The international and interdisciplinary nature of the work will further enrich the professional training and transferable skills. The management plan and impact activities have been developed to maximize the potential of this project in this regard.

Undergraduate students will benefit from the research environment that the project will create, as the nature of the science lends itself well to training student in experimental skills (design, techniques) in context of summer research projects (at no cost to the grant), and in introducing and fostering interdisciplinary team work. Many aspects of CDI are suitable to apply to projects in the "The International Genetically Engineered Machine (iGEM)" competition in synthetic biology (both UofY and UCSB support iGem teams), and the applicants will continue to actively support their teams.

Benefits to society and commercial sector.
This is a basic science project, and ideas to exploit this knowledge for industrial or related purposes are at an early stage. Initially, the output of our work will mainly be of interest to scientists in academic settings as outlined in the "Academic Beneficiaries" section, to further the understanding of CDI mechanisms and effects. The putative future applications of this knowledge are exciting and broad, with significant potential to benefit the public. Companies working in drug discovery may be able to build upon our understanding of CDI to develop novel antimicrobials to target pathogens. Designer probiotic cocktails may become possible using CDI+ strains to target specific pathogens. Plant health may be enhanced if healthy plant microbiomes can be actively supported. Synthetic biology is addressing a wide range of societal challenges. In systems that rely on mixed microbial populations, there may be a need to delineate boundaries between populations (living biosensors; synthetic microbiomes) and CDI may inspire new strategies to achieve this. This field is now in the pre-translational phase, and therefore SMEs working on developing new products may be the initial non-academic beneficiaries, as well as pharmaceutical companies with active R&D for health care related applications.

Benefits to the wider public
The project lend itself well to engage schools and the general public. The concepts of "battling" and "cooperating" microbes, of building communities and maintaining them lend themselves to vivid illustrations and activities. Discussing with the public the potential benefits for society and the interdisciplinary nature will illustrate and generate excitement about the value of basic research, STEM sciences and scientific team work to the general public of all ages. The nature of long term applications can engage the public in discussions about synthetic biology and new insights in, and approaches to achieve human health.

Our Pathways to Impact identifies the activities we will undertake to deliver these impacts.

Publications

10 25 50
 
Description In this project the role of bacterial intraspecies inhibition on population structure was explored. The specific type of inhibition occurs when an inhibitor strain contacts a target strain, and is known as contact-dependent inhibition (CDI). The effect of this widely occurring system on surface attached populations (mimicking a lot of natural growth) was not known. Our collaborators provided molecular details of toxin delivery, and defining features of susceptible target strains. These insights were applied to assess the impact of different toxins on the patterns that the populations form when strains grow together. We followed single cells over time, and measured features that inform the speed toxicity and how toxic the effect was. We found overall that the effect was quite subtle, and therefore we did not pursue the aim to generate mutants with reduced activity, but assessed different CDI systems. Our data showed that inhibition effects were heterogenous among individual cells, and that rates and extent of toxicity was specific for each CDI system examined. Some toxins resulted in elongated cells, generating "borders" of live, but not dividing cells between the two populations. This is not dissimilar to persister cells within a clonal population. We quantified these inhibitory effects with a new approach that could be applied more widely to capture inhibition. The findings were used to build a mathematical model, that allowed us to "grow" in silico competing populations with different toxin parameters, and analysed the patterns using spatial statistics. This suggested how patterns are dependent on specific variables, and we then verified this hypothesis in the lab using specific strains. A specific anomaly was observed however, which could be clarified by adding a new variable to the model (cost of toxin production), and we confirmed in the lab that cost indeed exists. This iterative and interdisciplinary approach thus is very valuable to dissect subtle effects on cells of contact dependent inhibition. This work was published in Bottery et al, Current Biology (2019).
Our observations of delayed effect and merely inhibited growth generated a new hypotheses on the role of these CDI toxins, as these effects do not support a 'eliminate your competitor" hypothesis. Since, uniquely, CDI systems are mostly effective within the same species, we now hypothesize that CDI inhibition may facilitate survival of the target strain under stress conditions, thereby contributing to survival of species; thus a seemingly antagonistic event may be cooperative. Ultimately the benefit may be survival of the species "core" genome; we are developing methods to address this hypothesis. This can impact on our understanding of survival by populations in environments where strains of the same species encounter are likely to encounter each other and stressors, e.g. in a [plant, human or animal] host or soil.
Project staff gained valuable, and in-demand, skills in interdisciplinary team-work, spatial statistic and developing new and robust methodologies. One PDRA is an independent research and the other is employed in a clinical microbiology research environment. PDRAs provided support to a (Wellcome Trust funded) PhD student, generating further impact.
Exploitation Route In the short and medium term findings can be applied primarily in academic setting. The concept of a mechanism to facilitate survival of a shared genome in a species would impact bacterial pathogenesis and biological pathogen control understanding and developments. Due to wide spread occurrence CDI effects we found should be of interest for researchers working on a range of species, and may be applied in building mixed microbial, synthetic communities. Researchers working on any biological system with contact dependent inhibition can consider applying our methodologies of image analysis and integrating this with mathematical modeling of the inhibition process to assess impact on overall population structure. The microbial system can be used as a model system to test ecological hypotheses of competition between non-mobile systems (e.g. [plant] ecology). Further academic outputs will be needed before applications [in non-academic setting] can be impacted.
Sectors Agriculture, Food and Drink,Healthcare,Manufacturing, including Industrial Biotechology

 
Description UCSB Hayes and Low 
Organisation University of California, Santa Barbara
Country United States 
Sector Academic/University 
PI Contribution This collaboration has led to this successful NSF-BBSRC award, which ran from 2016-2019. One approach, the imaging bacterial single cells and biofilms- was possible with expertise built up with a previous BBSRC award and a BBSRC PhD studentship awarded to Andrew King. It also incorporated mathematical modelling of bacterial populations.
Collaborator Contribution The Low and Hayes groups are experts in Cdi biochemistry and genetics. They will be provided strains and very valuable insights into the molecular mechanisms of the system which enabled us to build sensible and biologically relevant computational models.
Impact NSF/BBSRC grant, multidisciplinary. We published, and their contributions were important with the sharing of material; they received acknowledgments level of involvement in the work was insufficient for co-authorship level. Hayes also shared material and insights for a PhD student funded by the Wellcome Trust on closely related subject.
Start Year 2015
 
Description Lab based activity during York Science Festival 
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 A hands on activity and computer based simulations were developed to illustrate 1. the power of fluorsescence (Gfp) as a tool in microbiology 2. how computer simulations can aid in predicting biological behaviour and 3 to initiate discussions about the microbiome and bacterial interactions/competition/evolution
Year(s) Of Engagement Activity 2018
 
Description Presentation public 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact A session was organised for Pint of Science which included a presentation by MvdW on the value of interdisciplinary research, and specifically how maths can help us understand microbial populations. An activity followed in which the public was asked to score patterns according to (perceived) identity. This was then compared to the quantitative mathematical analyses we use. The audience enjoyed the interaction and was at times surprised by their lack of recognition of same patterns but rotated for example. Further discussions were had at the presentation on how microbes interact and where, based on our and general microbial knowledge and ongoing research. A few audience members with academic background approached me afterwards to discuss how their expertise could be applied to this or similar subjects.
Year(s) Of Engagement Activity 2017
 
Description Research seminar at Univ of Uppsala, Sweden 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Other audiences
Results and Impact Research seminar at Univ of Uppsala, Sweden for combined research groups. Aims to explore complementary interests in the area and generate ideas for collaborations.
Year(s) Of Engagement Activity 2018
 
Description Talk at Microbiology Society Conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other audiences
Results and Impact Work formed part of a research talk.
Year(s) Of Engagement Activity 2018