Unravelling post-transcriptional regulatory networks in pathogenic S. aureus

Lead Research Organisation: University of Edinburgh
Department Name: Sch of Biological Sciences

Abstract

Antimicrobial medicines have saved millions of lives since the introduction of penicillin in the 1940s. But their overuse has resulted in the rise of multidrug-resistant bacteria at a rate that has outpaced the discovery of new antibiotics. The emergence of multi-drug resistant Staphylococcus aureus (such as MRSA) in particular is causing major healthcare problems world-wide as S. aureus skin and respiratory infections can be life-threatening and are becoming increasingly more difficult to treat.
Like all organisms, MRSA initially makes temporary copies of its genes, called messenger RNA (mRNA) molecules, which can subsequently be read, or translated, by a molecular machine called the ribosome to generate proteins. How much of a protein is made depends on how much of its mRNA is present and how well it accesses the translation machinery. Proteins enable the organism to survive and, for bacteria like S. aureus, to infect human cells. One reason why S. aureus is such a successful human pathogen is because it can quickly remove mRNAs that are no longer required and control which mRNAs are translated. This enables the organism to swiftly adapt to challenges from the immune system by changing the proteins that it makes. This mechanism is crucial for S. aureus survival during infection, but we know remarkably little about how it works. The goal of our research is to gain detailed molecular insights into this process, using innovative techniques that we have developed over the years. The results from our studies may help uncover new ways of battling infectious diseases.

Technical Summary

The emergence and expansion of antibiotic-resistant Staphylococcus aureus (including methicillin-resistant S. aureus, MRSA) in hospitals and the community is a global public health concern. S. aureus is an extremely versatile pathogen, due in part to its capacity to rapidly alter its transcriptome in response to stress. While transcription factors dictate which genes are expressed during stress, substantial regulation also occurs post-transcriptionally. Regulatory RNAs (ncRNAs) and RNA-binding proteins are now recognized as key players in controlling virulence, host cell interactions and antibiotic resistance in bacterial pathogens. By directly binding to their mRNA target, they decide the fate of the molecule by control how efficiently the mRNA is translated and/or degraded. We hypothesize that riboregulators play a key role in shaping gene expression profiles during stress. However, for the majority of these factors we lack understanding of their function. To gain mechanistic insights into how MRSA rapidly alters gene expression during stress, we will map the landscape of post-transcriptional regulation in S. aureus during human infection using innovative high-throughput methods developed in my group and by our collaborators. Because immune evasion is critical for S. aureus survival in the early stages of infection, we will focus our analyses on post-transcriptional events during entry into the blood stream and in response to phagocytic cells. Our preliminary data have already uncovered many targets for 89 ncRNAs, including interactions with transcripts encoding toxins and multi-drug efflux pumps, demonstrating the feasibility of our approach. We envisage that the insights into post-transcriptional regulatory networks derived from this work may lead to the design of novel approaches for treating or preventing infectious diseases.

Planned Impact

1) Benefits to the scientific community:
As this is a basic research project, the main beneficiaries of the outputs generated by the proposed work will be both the national and the international scientific community. The data that we will generate and the technologies that we have developed will be not only be of interest to the bacterial field but also to the RNA research community in general. To maximize our impact, we will be presenting our work at conferences and seminars, publish in open-access journals and train researchers how to successfully apply the techniques developed in my group.

2) Benefits to the UK society and economy:
Our lab is a good place to learn all about the latest high-throughput techniques in RNA biology. Therefore, we believe that our staff as well as our visitors will greatly benefit from the biochemical and computational skills that they learn in our lab as it enables them to tackle complex and technically challenging biological questions. As these skills are in high-demand, I believe that these training opportunities will significantly improve their future employability.
Our results are not only expected to increase the level of understanding how Staphylococcus aureus is such a successful human pathogen, but it may reveal promising targets for the development of antimicrobials. Therefore, in the longer-term our work may contribute to finding new approaches to battle S. aureus infections.

3) Benefits to industry:
We have been working with a UK company (UVO3) for several years now to develop new tools for RNA biology. UVO3 has indicated that it would be interested in developing new equipment with us and we will work closely with our Edinburgh Research and Innovation department to determine whether inventions arising from future collaborative efforts could be patented.

4) Benefits to the general public:
We will disseminate our results to the general public through our press office (Press Gang) as well as through public outreach. These channels provide a great opportunity to engage with public to discuss the importance of studying pathogenic bacteria, how this may lead to improved methods to treat infections and the importance of MRC funding in driving research in this area forward.

Publications

10 25 50
 
Title Supplementary Figures, Tables and Source data 
Description Supplementary Tables, including DESeq analysis of RNA-seq data, oligonucleotides used and strain list 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
URL https://figshare.com/articles/dataset/Supplementary_Figures_Tables_and_Source_data/12788963
 
Title Supplementary Figures, Tables and Source data 
Description Supplementary Tables, including DESeq analysis of RNA-seq data, oligonucleotides used and strain list 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
URL https://figshare.com/articles/dataset/Supplementary_Figures_Tables_and_Source_data/12788963/1
 
Title diffBUM-HMM: a robust statistical modeling approach for detecting RNA flexibility changes in high-throughput structure probing data 
Description Advancing RNA structural probing techniques with next-generation sequencing has generated demands for complementary computational tools to robustly extract RNA structural information amidst sampling noise and variability. We present diffBUM-HMM, a noise-aware model that enables accurate detection of RNA flexibility and conformational changes from high-throughput RNA structure-probing data. diffBUM-HMM is widely compatible, accounting for sampling variation and sequence coverage biases, and displays higher sensitivity than existing methods while robust against false positives. Our analyses of datasets generated with a variety of RNA probing chemistries demonstrate the value of diffBUM-HMM for quantitatively detecting RNA structural changes and RNA-binding protein binding sites. 
Type Of Material Computer model/algorithm 
Year Produced 2021 
Provided To Others? Yes  
Impact The manuscript was initially published on BioRXiv, which has already been cited twice and used to generate the results for a paper published in Plant Cell before our work was published in Genome Biology: 1. Reis, R. S., Deforges, J., Schmidt, R. R., Schippers, J. H. M. & Poirier, Y. An antisense noncoding RNA enhances translation via localised structural rearrangements of its cognate mRNA. Plant Cell 1381-1397 (2021) doi:10.1093/plcell/koab010. 
URL https://git.ecdf.ed.ac.uk/sgrannem/diffbum-hmm
 
Description Collaboration with Benedikt Beckmann's group 
Organisation Humboldt University of Berlin
Country Germany 
Sector Academic/University 
PI Contribution My group contributed to the development of a new method for globally identifying RNA-binding proteins in cells (PTex). I helped with the data analyses. We were also awarded an EMBO short-term fellowship that allowed a PhD student from the Beckmann lab to visit our group for training purposes. This knowledge exchange helped to strengthen the collaboration between our groups.
Collaborator Contribution The Beckmann lab trained my post-doc on how to perform PTex on Staphylococcus aureus. In return, we trained a PhD student from his lab how to perform some of the techniques we developed over the years. As a result of this, we have developed improved approaches for the identification of RNA-binding proteins and we have recently submitted a manuscript describing the first results generated by this collaboration.
Impact Urdaneta et al Nature Communications 2019; PMID: 30824702
Start Year 2018
 
Description Collaboration with Emma Denham's group, Bath, UK 
Organisation University of Bath
Country United Kingdom 
Sector Academic/University 
PI Contribution I helped train her Bioinformatics MSc student in performing analysis of next-generation sequencing data in Bacillus subtilis. We also performed high-throughput sequencing experiments for Emma's group and analysed the data. This generated essential preliminary data for future grant applications.
Collaborator Contribution Emma's group has
Impact This collaboration generated critical preliminary data for grant applications.
Start Year 2018
 
Description Collaboration with Isabele Caldelari and Pascale Romby 
Organisation University of Strasbourg
Country France 
Sector Academic/University 
PI Contribution Their groups helped us with the in vitro validation of the sRNA-RNA interactions that we uncovered in our CLASH data
Collaborator Contribution These collaborators used their expertise in RNA cleavage analysis and in vitro binding studies to corroborate some of our in vivo work. The aim is to extend our collaboration to other projects as well as there is quite a lot of synergy between the groups.
Impact We have a manuscript under revision in Nature Communications at the moment.
Start Year 2020
 
Description Collaboration with Ronan Carroll's lab, Ohio University 
Organisation Ohio University
Country United States 
Sector Academic/University 
PI Contribution Ronan's lab has been helping us with performing assays to measure the levels of S. aureus toxin expression.
Collaborator Contribution As above. Our collaborative work is now under revision in Nature Communications and we are aiming to submit a collaborative grant together in October 2022.
Impact We currently have a manuscript describing our work under revision at Nature Communications.
Start Year 2019