MULTIPLEX ANALYSIS OF PRIMARY miRNA REGULATORY NETWORKS IN VIVO

Lead Research Organisation: University of Oxford
Department Name: Weatherall Inst of Molecular Medicine

Abstract

Every cell within our body carries the same genetic information (DNA), yet following iterative developmental transitions hundreds of morphologically and functionally distinct cell types are being generated. At the foundation of this fascinating cellular diversification lies a milieu of finely orchestrated and sophisticated regulatory programmes, which act to turn on or off thousands of genes (~20,000 in humans) with minute spatial and temporal precision. Errors in these programmes can give rise to developmental defects and many human diseases including cancer. One such essential regulatory layer is provided by microRNAs (miRNAs). miRNAs are fascinating RNA molecules comprised of only 21 to 23 letters of the genetic alphabet, and are never translated into a polypeptide chain (protein). Strikingly, these tiny pieces of RNA appear to act as molecular rheostats of gene expression programs (protein production) in almost every living organism, by binding to numerous messenger RNAs (mRNAs) via defined "miRNA response elements" (MREs). Therefore, central to understanding cellular pathways regulated by miRNAs, is identification of their direct functional targets (MREs) in vivo. Paradoxically, this essential facet of miRNA biology has met with relatively limited success to date.

Due to the complexity of the cellular environment, identifying all functional targets of a miRNA in the context of a living cell requires a systems biology approach, which hitherto had been technically unfeasible. Here, we propose to develop an innovative high-throughput discovery pipeline, which will enable for the first time a systems-level functional characterization of any primary miRNA target network. At the core of this revolutionary approach lies the development and assembly of two cutting edge technology platforms: i) a multiplex genome engineering-based strategy for assessing MRE activity; ii) a platform for parallel interrogation of miRNA target site accessibility. Integration of these tools in a combinatorial mode will engender unprecedented insight into the principles and rules governing miRNA target selection in vivo, thus addressing this fundamental, yet unmet, dimension in miRNA biology. Therefore, we anticipate that this endeavour will have a major impact on the research community, empowering scientists with the ability to understand, predict, and assess the impact of miRNAs in the context of a living cell. Considering the interdisciplinary nature underlying this research, the proposal brings together four leading international research centres: Weatherall Institute of Molecular Medicine Oxford, Genome Engineering Centre Oxford, Oxford Genomics Centre (WTCHG), and the EMBL European Bioinformatics Institute (EMBL-EBI) Cambridge.

Technical Summary

microRNAs (miRNAs) provide an essential layer of gene regulation underlying cellular function, development and disease. The specificity of miRNA target recognition is largely dictated by promiscuous sequence complementarity with cellular RNAs (6-8nt). Consequently, computational algorithms and high-throughput biochemical approaches have predicted thousands of putative miRNA targets. Surprisingly, despite tremendous progress in understanding the complexity and importance of miRNAs, the physiological relevance of only a small proportion of possible miRNA-target interactions has been functionally established. Compounding the challenge, the rules governing miRNA target selection in a complex cellular environment remain poorly understood. Deciphering this fundamental aspect of miRNA biology requires novel high-throughput strategies for functional interrogation of miRNA regulatory pathways in the context of a living cell. Here we propose to develop a set of technology platforms, and assemble them into a cutting edge discovery pipeline for multiplex functional analysis of primary miRNA target networks. Each of these tools is designed to provide definitive insight into a specific layer of miRNA-target recognition, and act in a combinatorial feedback circuit within the pipeline. Specifically, we will develop: i) a platform for multiplex investigation of MRE activity via programmable RNA-guided nucleases (CRISPR/Cas9); ii) a strategy for parallel interrogation of miRNA target site accessibility. Using this pipeline, we propose to study for the first time the impact of one miRNA (miR-184) on its complete repertoire of cellular targets, and decipher the molecular mechanisms underlying selectivity within a miRNA target network. We anticipate this endeavour will unlock unprecedented potential for complex miRNA studies in virtually any cellular context.

Planned Impact

The proposed project is focused on developing an innovative multiplex technology platform and deciphering a fundamental aspect of miRNA-mediated gene regulation. However, we anticipate that the outcome of this research could have a broader spectrum of applications and impact biomedical sciences at multiple levels. Examples include: basic academic research, biotechnology and therapeutic discovery.

1. Academic impact. The impact of this study on academic research is carefully detailed in the "Academic beneficiaries" section of this application. The technologies we propose to develop will mark a paradigm-shift in the strategies currently used for the discovery and functional characterization of primary miRNA target networks. As such, they will impact miRNA studies at multiple levels (see Academic beneficiaries). Furthermore, although the proposal focuses on miRNA research, the basic concepts and resources generated throughout the course of this study can be adapted to benefit research on genome regulation outside of the miRNA field.

2. Industry and commercial impact. In principle, the individual technologies developed here, or the entire combinatorial pipeline could be streamlined and packaged into ready-made kits for commercial use. Since the final readout of each technology relies on a standard next generation sequencing platform, this step could be carried out in a single reaction by pooling rationally designed targeted NGS libraries, defined by assay-specific barcode systems. Under this scenario, much like the current NGS kits or Nanostring nCounter profiling assays, companies could offer generic or custom-designed probe sets for the analysis of any candidate miRNA regulatory pathways in various species.

3. Impact on therapeutic discovery. Because miRNAs are much smaller, less antigenic and display a stereotypical mechanism of action compared to protein-coding genes, the field of miRNA-based therapeutics is rapidly gaining momentum. Both miRNA replacement and systemic miRNA inhibition therapies have now entered clinical trials for a variety of human diseases. Examples include the Hepatitis C antiviral drug miRavirsen designed to recognize and sequester liver-expressed miR-122, or the liver cancer tumour suppressor drug MRX34. However, although miRNAs appear to have superior therapeutic potential, their broad transition into clinic remains a challenging task, primarily due to their pleiotropic effects on a large number of cellular RNAs. By providing the means to accurately define all the nodes in a primary miRNA target network, the technologies developed here could be integrated into drug discovery pipelines, allowing more targeted lead compound identification. Consequently, therapeutic agents could be designed directly against unique or multiple downstream targets of disease-associated miRNAs, thus alleviating the potentially harmful consequences of interfering systemically with the activity of a cellular miRNA.

4. Research training and societal impact. The multidisciplinary nature of the proposed research will provide an excellent training ground for the assigned PDRA and RA, as well as for at least one Oxford University undergraduate student who will have an opportunity to work on this project during a final year lab placement. Furthermore, the PI and assigned researchers will engage with the general public in an effort to promote a better understanding of the scientific approach and the benefits of cutting edge technology advances for biomedical discovery and human health (see Pathways to Impact document).
 
Description Intragenic non-coding RNA cis-regulatory elements (RREs) provide an essential post-transcriptional control layer of gene expression, through regulation of RNA stability, localisation and processing. Through this grant we have developed GenERA, a CRISPR/Cas9-based platform for high-content phenotypic investigation of RREs. GenERA represents a unique addition to the repertoire of genome editing applications and the first account of a CRISPR-based multiplex technology that enables direct coupling of genome editing events (NHEJ-based mutagenesis) to phenotypic variations in gene expression levels. Using this technology, we were able to provide unprecedented insights into the regulation of a complete miRNA target network, dissect the entire post-transcriptional regulatory landscape encoded within a candidate 3'UTR, and analyze at near-single nucleotide resolution the sequence determinants underlying RRE functionality.

In a parallel line of investigation we have developed a novel method for unbiased characterization of microRNA response elements (MREs) by direct monitoring of miRNA-binding events in intact organisms. The conceptual framework of this technology called miR-TRACEseq is based on in vivo crosslinking followed by RNase H cleavage of putative MREs. The binding of miRISC at individual target MREs is analysed in situ, without any external intervention. We have demonstrated the efficacy of this technology on a previously validated primary network of miR-184 targets. These experiments showed that TRACEseq enables parallel analysis of multiple MREs or an entire target network in situ. Consequently, any accessible tissue or cell line could be readily assessed by miR-TRACEseq. The performance of this technology and its simple implementation suggests that it could be used as a complementary method to Ago-CLIP, by comparing wild-type and miRNA mutant conditions. In the immediate future we plan to apply miR-TRACEseq for in vivo screening of miRNA::target interactions in the context of age-dependent axonal stability and injury-induced Wallerian degeneration.
Exploitation Route The cutting edge GenERA technology can be employed to carry out highly parallel functional analyses of any class of RREs in normal and disease states. To this end, we are now applying GenERA in collaboration with Tom Milne's lab at University of Oxford to dissect miRNA target networks and identify potential therapeutic targets for AML leukaemia.
Sectors Healthcare,Pharmaceuticals and Medical Biotechnology

URL https://www.oxfordsparks.ox.ac.uk/content/breaking-link-%E2%80%93-how-robust-are-gene-expression-networks
 
Title Genome-engineering based evaluation of RNA regulatory element activity (GenERA) 
Description A multiplex platform that enables direct coupling of genome editing events to phenotypic variations in gene expression levels in situ. 
Type Of Material Technology assay or reagent 
Year Produced 2017 
Provided To Others? Yes  
Impact Using this technology we carried out the first unbiased exploratory studies of UTR regulatory landscapes and functional investigations of primary miRNA target networks. 
 
Title In vivo detection of miRNA-target interaction events (miR-TRACEseq) 
Description We have developed a novel method for unbiased characterization of microRNA response elements (MREs) by direct monitoring of miRNA-binding events in intact organisms. The conceptual framework of this technology called miR-TRACEseq is based on in vivo crosslinking followed by RNase H cleavage of putative MREs. The binding of miRISC at individual target MREs is analysed in situ, without any external intervention. We have demonstrated the efficacy of this technology on a previously validated primary network of miR-184 targets. These experiments showed that TRACEseq enables parallel analysis of multiple MREs or an entire target network in situ. Consequently, any accessible tissue or cell line could be readily assessed by miR-TRACEseq. The performance of this technology and its simple implementation suggests that it could be used as a complementary method to Ago-CLIP, by comparing wild-type and miRNA mutant conditions. 
Type Of Material Technology assay or reagent 
Year Produced 2017 
Provided To Others? No  
Impact No impact reported at this time. 
 
Description Functional interrogation of miRNA target networks in leukaemia 
Organisation University of Oxford
Department Radcliffe Department of Medicine
Country United Kingdom 
Sector Academic/University 
PI Contribution This is a joint collaboration with Prof. Thomas Milne aiming to apply the GenERA technology developed by my team to investigate miRNA target networks in MLL-AF9 acute myeloid leukaemia.
Collaborator Contribution This is a joint collaboration with Prof. Thomas Milne aiming to apply the GenERA technology developed by my team to investigate miRNA target networks in MLL-AF9 acute myeloid leukaemia.
Impact N/A
Start Year 2017
 
Title METHOD FOR MODIFYING GENES 
Description The present invention relates to method of modulating the level of expression of an endogenous gene in a cell, the method comprising inserting a heterologous microRNA (miRNA) response element (MRE) into the 3'-untranslated region (3'-UTR) of the gene. The binding of endogenous miRNAs to the MRE results in or leads to a repression of the level of expression of the gene. The invention also relates to cells and transgenic animals whose endogenous genes comprise heterologous MRE in their 3'-UTRs. 
IP Reference WO2018011590 
Protection Patent application published
Year Protection Granted 2018
Licensed No
Impact N/A
 
Description Tutorial on CRISPR genome engineering 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact Tudor Fulga held a tutorial on genome engineering for pupils at Magdalen College School Brackley Oxford.
Year(s) Of Engagement Activity 2017
 
Description Work experience student 
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 Joseph McClean was a 17 years old work experience student in our lab under the supervision of Yale Michaels
Year(s) Of Engagement Activity 2017