The role of poly(A) metabolism in growth factor induced gene expression

Lead Research Organisation: University of Nottingham
Department Name: Sch of Pharmacy

Abstract

A relatively small number of genes can react rapidly to changes in and around the cell and regulate other genes to coordinate an appropriate cellular response. These master control genes are very important for medicine as their misregulation is often involved in diseases such as cancer, asthma and stroke. In addition, a similar rapid change in the activity of genes is required for the production of proteins for medical and industrial applications.

Because the master control genes also need to be able to turn off quickly, their products have to be degraded fast. However, this creates a problem, as it is hard to accumulate sufficient product if it degrades quickly (if someone is eating your pancakes as quickly you bake them, you never get any yourself). We have recently shown that a modification to the gene product allows a delay before degradation occurs, making it possible to both accumulate product and remove it quickly (if you agree that pancake eating only starts after everyone, including you, is at the table, a pile of pancakes can accumulate and then be removed even faster).

In this project, we will measure this delay during the stimulation of cell growth with growth factor and determine if it indeed plays such a big role. We will investigate which genes use a delayed decay and what causes differences in the delay between genes. Interestingly, we found that a compound from the traditional medicinal mushroom Cordyceps, cordycepin, reduced the activity of many master control genes for inflammation and cell growth. It inhibits the process that causes delay in decay of their products, which may explain how the drug works. We therefore want to find out if cordycepin indeed works this way and if it is a good candidate for a novel class of cancer drugs (by inhibiting mostly growth factor activated genes) or if it has effects on too many other genes, which would lead to nasty side effects.

Our findings will be important for the understanding of the regulation of master control genes and are therefore likely to benefit medical research and the industrial production of proteins. The work on cordycepin may ultimately lead to new medicines for cancer and inflammatory disease.

Technical Summary

Rapid and transient transcriptional induction is a property of a small number of important regulatory genes involved in processes such as inflammation, cell proliferation and cellular stress. Such induced mRNAs must be unstable, because otherwise they persist beyond the transcriptional pulse. Using mathematical modelling, we have shown for the first time that the existing model for mRNA degradation, exponential decay, gives a poor mRNA pulse. In our delayed decay model, the delay caused by first deadenylating an mRNA causes a big improvement in induction. A transcription pulse timed to match the delay gives optimal transient regulation. We also show that, contrary to the standard texbooks, not all mRNAs receive a poly(A) tail of a similar size, indicating that the delay can be regulated both by adenosine addition and removal. We show that the poly(A) tails of growth factor induced mRNAs indeed change during induction. We therefore propose that the poly(A) tail plays a major role in the efficiency of transcriptional regulation.

In this project, we wil investigate the synthesis, decay, polyadenylation and deadenylation of constitutive and growth factor induced mRNAs to investigate the importance of the deadenylation delay for the expression of different classes of genes. We will use methods recently developed in our laboratory and others, including 4-thiouridine labelling to determine mRNA stability, PCR based poly(A) tests on thiouridine labelled RNA, siRNA knockdown of factors and treatment with cordycepin to disrupt the delay machinery, and reporter assays using inducible genes with fused sequences that potentially regulate the delay by influencing polyadenylation or deadenylation.

This work will make a major contribution to the fundamental understanding of the regulation of gene expression. It may ultimately contribute to novel cancer and anti-inflammatory therapy, as well as to improved transgene design for the biotech industry.

Planned Impact

The major result of this work will be a change in the fundamental understanding of the regulation of gene expression. Soon after publication of the work, this understanding will impact nearly all areas of biology, medicine, agriculture and biotechnology where the regulation of gene expression is studied, this includes both academic and industrial research.

In industry, the potential of drugs targeting the polyadenylation machinery for cancer and anti-inflammatory drugs is already creating some interest, and we expect that this project will make this research really take off, generating work in the pharmaceutical industry and perhaps leading to marketable drugs and larger economic impact in the long term (5-10 years after the project end). In addition, the knowledge acquired is likely to lead to better recombinant genes for the expression of proteins of commercial interest, increasing the productivity of transgenic cells and organisms (within 5 years after the project end).

In 15 years, this research could lead to improved therapy for a variety of diseases, including cancer and inflammatory diseases, both through the development of drugs targeting the polyadenylation machinery and through improved understanding of the causes of disease.

This project is a unique training opportunity for two researchers to reach in depth understanding of computational molecular biology, an area where there is a great shortage of expertise both in academia and industry. At least one of these researchers is therefore likely to have a long term successful career in this area and benefit industry or academia for the coming 40 years.

Publications

10 25 50
 
Description Our data indicate that polyadenylation, the last step in the synthesis of mRNAs, is much more regulated than we previously thought. We found that polyadenylation is especially important for the very fast regulation of gene expression that happens when tissues are responding to damage or infection. This has led to another project in which we are testing if inhibition of polyadenylation can reduce the consequences of defective tissue repair in a model of osteoarthritis.

We have developed a number of new methods for measuring and calculating mRNA stability and polyadenylation in the last stages of this grant that are likely to be helpful to other researchers in the field. This indeed has led to a co-authorship on a recent paper (Meijer et al, 2019)

Here are our outcomes by the original aims of the project:

Aim 1:Preparing the system.
We did not attempt to find a growth factor replacement for the serum stimulation (see reasons below). We did characterise the thioUTP levels in cells and this work is included in a manuscript that is currently under review.

Aim 2: Measuring and modelling kinetics of mRNA accumulation during the GF response
We had done some initial modelling to determine the number of measurements needed to distinguish between our mathematical models of mRNA synthesis and decay using thiouridine labelled and total RNA, but a more detailed analysis by the mathematical researcher on the project, Graeme Thorn, indicated we needed a decay as well as an accumulation phase for accurate modelling. As this would considerably increase the number of samples required for RNAseq (and the cost), we opted for an initial study of serum response genes in total RNA to test the models and measure poly(A) tails over time. This led to novel insights in the function of the poly(A) tail and to the discovery that the intial poly(A) tail size is regulated during the serum response. This work has been submitted for publication, but because our work changes concepts that have been in the textbook for years, we're being asked to provide large numbers of additional controls, which are proving very challenging. We are developing further non-PCR based methods for measuring poly(A) tails to convince the reviewers.
To determine the changes in stability associated with mRNA deadenylation, we used a time course of thiouridine labeling of RNA, which allows for isolation of the accumulated newly made RNA, followed by a washout period to generate a synthesis and decay profile. RNAseq was performed on thiouridine labelled and total RNA over 9 time points, allowing us to study thousands of mRNAs, including constitutively expressed ones. Bioinformatic analysis of this dataset has proved more challenging than we'd initially thought. The University of Nottingham as awarded us some follow up funding to engage a bioinformatician from the Advanced Data Analysis Centre to analyse these data. Unfortunately, this has so far not led to a better understanding of the data. We have learned lessons and will adapt the methodology next time.

Aim 3: Measuring and modelling of poly(A) tails during the GF response
As described above, we were successful in developing methods to measure initial poly(A) tail size of individual mRNAs. In addition, during the project, several publications came out describing high throughput methods for measuring poly(A) tail size and our discovery that poly(A) tail size is regulated in the nucleus made it highly desirable to measure poly(A) tail size in newly made and/or nuclear RNA. However, the existing methods were not up to this challenge. During this project, we made a start with developing our own improved method and are now continuing this development in collaboration with the Babraham Institute. The method is now being used to determine poly(A) tail sizes in nucleus and cytoplasm to strengthen our case that there is major regulation of gene expression at this level. Data we obtained using our method after the end of the grant have now led to another grant awarded to study the nuclear regulation of poly(A) tails genomewide.

Aim 4: Determinaton of poly(A) metabolic factor requirements for the GF response
We did an extensive siRNA screen to determine which polyadenylation factors could be involved in the regulation of initial poly(A) tail length. Frustratingly, nearly all the factors that had an effect primarily caused a down regulation of transcription of the serum response genes, indicating there is a very tight coupling between transcription induction and increased polyadenylation. This clearly needed a further investigation. A BBSRC funded PhD student (Kathryn Willams) is continued this work and has now found a gene that is involved in regulating nuclear poly(A) tail size of mRNAs. These data are in a manuscript on BioRxiv. We were responding to further experimental requests for a submitted manuscript, but unfortunately the coronavirus crisis has meant the student needed to finish their thesis without completing the last controls. We are continuing to work on getting these controls done when the situation eases. The increased demands of teaching are making it impossible for faculty members to complete experiments at this time.

Aim 5: Determination of sequences required for differential poly(A) metabolism and GF response
Because the challenges of measuring initial poly(A) tails to the standards required by the reviewers of our first paper submission and the investments we made in developing a high throughput method for poly(A) tail measurement, this part of the study was not completed.
Exploitation Route We are hoping that our work will be used to develop novel medicines for cancer, inflammatory disease and degenerative diseases. The work on the effect of polyadenylation inhibition in insects may contribute to better pest control in agriculture and we have already published a paper on this subject, a second paper is in preparation. Our work is also generating fundamental new insights in how genes work and it is likely that it will lead to changes in the standard molecular biology textbooks and to better synthetic genes for the Biotech industry.
Sectors Agriculture, Food and Drink,Healthcare,Manufacturing, including Industrial Biotechology,Pharmaceuticals and Medical Biotechnology

 
Description Our discoveries on the role of polyadenylation in rapid gene induction have led to the hypothesis that inhibition of polyadenyation could prevent tissue remodelling after injury. We started a collaboration with Prof. Vicky Chapman of the Arthritis UK Pain Center, leading to the discovery that the polyadenylation inhibitor cordycepin is an effective analgesic in a rat model of osteoarthritis. Arthritis Research UK has funded a project grant to investigate cordycepin as a drug lead. This work has led to the demonstration that the natural compound cordycepin affects pain and joint pathology in rodent models of arthritis, and that this is mediated through the effects of polyadenylation inhibition on the expression of inflammatory genes. The data suggest that polyadenylation inhibitors could be a new class of anti-inflammatory painkillers. This work has published in Scientific Reports and contains some data obtained in this grant. We have obtained PhD studentship to study the role of mRNA localisation and polyadenylation in pain neurons. The role of polyadenylation in growth factor induced gene expression indicates it may also be important in cancer. We are collaborating with the Department of Oncology (Sarah Blagden) in Oxford to explore cordycepin as an anti-cancer drug. A manuscript is in preparation Several laboratories, including that of Olivia Casanueva (Babraham institute) and Martin Bushell (Beatson Institute) are using our methods for measuring poly(A) tails and/or have sent us samples for analysis. Our collaboration has already led to a publication from the Bushell lab (Meijer et al, 2019). A new avenue that we are exploring is the question of why Cordyceps fungi make anti-inflammatory compounds. A potential explanation is that the fungus uses them to suppress the insect immune system during infection. In collaboration with Dr. David Chandler and Dr Graham Teakle (University of Warwick), we investigated if cordycepin enhances fungal infection rates in insects. Their BBSRC funded student Victoria Woolley has found that cordycepin exposure of caterpillars enhances the infection rate of Cordyceps caterpillars and represses the production of antimicrobial peptides. Victoria visited my laboratory to set up a system that replicates the inflammatory response in insect immune cells, and showed that cordycepin represses antimicrobial peptide production in this system as well and we have published these findings recently (Woolley et al, 2021). This indicates that polyadenylation can also be a target in biological crop protection. Another BBSRC funded student, Peter Wellham is continuing this work in my laboratory and has already contributed an editorial comment to the literature (Welham et al, 2019). In April every year since 2015, we have the annual meeting of the Cordycepin Consortium, which included crop scientists, clinicians (oncology, respiratory disease, arthritis), medicinal chemists and distributors of Cordyceps food supplements. In addition, we hosted a summer school for 6 (2014), 8 (2015) and 3 (2017) secondary school students aged 15-18. They actively participated in the research on polyadenylation and cordycepin in our laboratory for a week and all stated that they were very motivated to study biological sciences. In fact, one student started his study in Biology in 2018, while a student who chose to study Medicine has now contacted me to get advice on how to increase his chances for entering a medical research career.
First Year Of Impact 2017
Sector Agriculture, Food and Drink,Education,Healthcare,Pharmaceuticals and Medical Biotechnology
Impact Types Societal,Economic

 
Description Athritis Research UK Project Grant
Amount £260,000 (GBP)
Funding ID CB/20795 
Organisation Versus Arthritis 
Sector Charity/Non Profit
Country United Kingdom
Start 09/2015 
End 08/2018
 
Description Cordyceps vs Cancer
Amount £40,000 (GBP)
Organisation Geo-rope Ltd 
Sector Private
Country United Kingdom
Start 09/2015 
End 08/2016
 
Description The beginning and end of poly(A) tails
Amount £414,612 (GBP)
Funding ID BB/V000462/1 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 01/2021 
End 12/2023
 
Description Understanding the role of messenger RNA regulation in pain nerves during osteoarthritis
Amount £108,205 (GBP)
Funding ID 21586 
Organisation Versus Arthritis 
Sector Charity/Non Profit
Country United Kingdom
Start 09/2017 
End 09/2020
 
Title Improved poly(A) test 
Description The original version of this PCR based method to measure the poly(A) tail distribution for a specific mRNA was very insensitive and error prone, we made several improvements that enabled us to measure poly(A) tail distributions sensitively, accurately and quantitatively. This continued during the next BBSRC funded project. Several collaborators are using this refined method.This has now led to a co-authorship on a publication (Meijer et al, 2019). 
Type Of Material Technology assay or reagent 
Year Produced 2011 
Provided To Others? Yes  
Impact It has enabled us to follow poly(A) tail size over the lifetime of an mRNA. Several publications resulted and are in preparation. 
 
Title Poly(A) tail sequencing 
Description TAIL-Seq is a high throughput method for determining poly(A) tail sizes developed by Narry Kim (Korea). We started using this method in 2015 and found that the library preparation protocol was inefficient. We have since made considerable improvements to the method and are starting to offer it to others. A grant was recently awarded by the BBSRC to start fully exploited our optimised method (2021). 
Type Of Material Technology assay or reagent 
Year Produced 2016 
Provided To Others? Yes  
Impact We are bringing the cost of studying poly(A) tail sizes in high throughput down. This is leading to new discoveries of poly(A) tail regulation. 
 
Title Deadenylation rate model 
Description This model allows the calculation of the deadenylation rate and the time it takes to deadenylate an mRNA from poly(A) tests on a timecourse. We are currently preparing this model for publication. 
Type Of Material Computer model/algorithm 
Provided To Others? No  
Impact The model allows us to calculate the deadenylation time and compare it to the delay derived from the delayed decay model. This model makes it possible to determine which steps in mRNA decay are regulated for specific mRNAs. We will make the code for this model freely available after publication. 
 
Title Delayed decay mRNA expression model 
Description This model estimates the delay in mRNA decay due to deadenylation on the induction of genes. The model can use any gene expression data set with sufficient time resolution in which genes are induced. We are in preparing this model for publication and are answering reviewer's questions. 
Type Of Material Computer model/algorithm 
Provided To Others? No  
Impact We have shown that a delayed decay model is a much better fit for the observed gene expression changes during the serum response. The model will be applicable to larger datasets and we will make the code available to other research groups after publication. 
 
Title Microarray dataset on the effect of polyadenylation inhibition on gene expression 
Description RAW264.7 cells were treated with lipopolysaccharide and/or cordycepin (polyadenylation inhibitor). RNA was isolated and applied to an Agilent 60K mouse array. The experiment was in biological quadruplicate. 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
Impact None yet 
URL https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?&acc=GSE126157
 
Description Cordycepin and other anti-inflammatory metabolites from fungi 
Organisation Kaapa Biotech Oy
Country Finland 
Sector Private 
PI Contribution I initiated this collaboration on cordycepin other anti-inflammatory compounds from fungi. My laboratory works on identifying the molecular targets of these compounds in both mammalians and insect hosts. The rest of the team has expertise in analytical chemistry (Barrett, Kim) and pharmacokinetics (Gershkovich) from the School of Pharmacy, experts in animal physiology from the School of Biomedical Sciences (Chapman) and mycologists from the School of Biology (Brock, Dyer) in Nottingham and Crop Sciences in Warwick (Chandler). Two Cordyceps growing companies are in the collaboration, GOBA from Slovenia and Kaapa Biotech from Finland. They provide us with Cordyceps samples and strains. A research grant application and a PhD studentship application to Arthritis Research UK application were successful. We are planning to apply to the BBSRC with a focus on the effect of these compounds in insects, once the relevant paper has been published. Three publications have so far resulted from this collaboration and another one is in the manuscript stage.
Collaborator Contribution Prof. Barrett and I have a joint PhD student that has developed a sensitive LC MS/MS method for detecting cordycepin, which enables us to do pharmacokinetics with Dr. Gershkovich. In collaboration with Dr. Kim we are doing metabolomics, trying to identify further compounds. Prof Chapman has trialled cordycepin in a rat model of arthritis. Dr. Chandler and Dr. Dyer help us select candidate fungi based on their biology and culture them.
Impact This is a multidisciplinary collaboration encompassing molecular biology, analytical biochemistry, pharmacokinetics, physiology, mycology. So far 4 publications have resulted: Lee, J.B., Radhi, M., Cipolla, E., Gandhi, R.D., Sarmad, S., Zgair, A., Kim, T.H., Feng, W., Qin, C., Adrower, C., Ortori, C.A., Barrett, D.A., Kagan, L., Fisher, P.M., De Moor, C.H., Gershkovich, P. (2019) A novel nucleoside rescue metabolic pathway may be responsible for the therapeutic effect of orally administered cordycepin. Sci. Rep., 9, 15760. doi: 10.1038/s41598-019-52254-x https://www.nature.com/articles/s41598-019-52254-x.pdf Wellham, P.A.D., Kim, D.-H., Brock, M. and De Moor, C.H. (2019) Coupled biosynthesis of cordycepin and pentostatin in Cordyceps militaris: implications for fungal biology and medicinal natural products. Ann. Transl. Med., 7(Suppl 3), S85. doi: 0.21037/atm.2019.04.25 http://dx.doi.org/10.21037/atm.2019.04.25 Meijer, H.A., Schmidt, T., Gillen S.L., Langlais, C., Jukes-Jones, R., De Moor, C.H., Cain, K., Wilczynska, A. and Martin Bushell (2019). DEAD-box helicase eIF4A2 inhibits CNOT7 deadenylation activity. Nucl. Acids Res., 47, 8224-8238. doi: 10.1093/nar/gkz509 https://academic.oup.com/nar/advance-article/doi/10.1093/nar/gkz509/5513320?searchresult=1 Ashraf, S., Radhi, M., Gowler, P., Burston, J.J., Gandhi, R.D., Thorn, G.J., Piccinini A.M., Walsh, D.A., Chapman, V. and De Moor, C.H. (2019) The polyadenylation inhibitor cordycepin reduces pain, inflammation and joint pathology in rodent models of osteoarthritis. Sci. Rep., 9, 4696. doi: 10.1038/s41598-019-41140-1 https://www.nature.com/articles/s41598-019-41140-1 Lee, J.B., Adrower, C., Qin, C., Fischer, P.M., De Moor, C.H. and Gershkovich, P. (2017) Development of cordycepin formulations for preclinical and clinical studies. AAPS PharmSciTech 18, 3219-3226. doi: 10.1208/s12249-017-0795-0 http://eprints.nottingham.ac.uk/42896/
Start Year 2010
 
Description Cordycepin and other anti-inflammatory metabolites from fungi 
Organisation Mycomedica
Country Slovenia 
Sector Private 
PI Contribution I initiated this collaboration on cordycepin other anti-inflammatory compounds from fungi. My laboratory works on identifying the molecular targets of these compounds in both mammalians and insect hosts. The rest of the team has expertise in analytical chemistry (Barrett, Kim) and pharmacokinetics (Gershkovich) from the School of Pharmacy, experts in animal physiology from the School of Biomedical Sciences (Chapman) and mycologists from the School of Biology (Brock, Dyer) in Nottingham and Crop Sciences in Warwick (Chandler). Two Cordyceps growing companies are in the collaboration, GOBA from Slovenia and Kaapa Biotech from Finland. They provide us with Cordyceps samples and strains. A research grant application and a PhD studentship application to Arthritis Research UK application were successful. We are planning to apply to the BBSRC with a focus on the effect of these compounds in insects, once the relevant paper has been published. Three publications have so far resulted from this collaboration and another one is in the manuscript stage.
Collaborator Contribution Prof. Barrett and I have a joint PhD student that has developed a sensitive LC MS/MS method for detecting cordycepin, which enables us to do pharmacokinetics with Dr. Gershkovich. In collaboration with Dr. Kim we are doing metabolomics, trying to identify further compounds. Prof Chapman has trialled cordycepin in a rat model of arthritis. Dr. Chandler and Dr. Dyer help us select candidate fungi based on their biology and culture them.
Impact This is a multidisciplinary collaboration encompassing molecular biology, analytical biochemistry, pharmacokinetics, physiology, mycology. So far 4 publications have resulted: Lee, J.B., Radhi, M., Cipolla, E., Gandhi, R.D., Sarmad, S., Zgair, A., Kim, T.H., Feng, W., Qin, C., Adrower, C., Ortori, C.A., Barrett, D.A., Kagan, L., Fisher, P.M., De Moor, C.H., Gershkovich, P. (2019) A novel nucleoside rescue metabolic pathway may be responsible for the therapeutic effect of orally administered cordycepin. Sci. Rep., 9, 15760. doi: 10.1038/s41598-019-52254-x https://www.nature.com/articles/s41598-019-52254-x.pdf Wellham, P.A.D., Kim, D.-H., Brock, M. and De Moor, C.H. (2019) Coupled biosynthesis of cordycepin and pentostatin in Cordyceps militaris: implications for fungal biology and medicinal natural products. Ann. Transl. Med., 7(Suppl 3), S85. doi: 0.21037/atm.2019.04.25 http://dx.doi.org/10.21037/atm.2019.04.25 Meijer, H.A., Schmidt, T., Gillen S.L., Langlais, C., Jukes-Jones, R., De Moor, C.H., Cain, K., Wilczynska, A. and Martin Bushell (2019). DEAD-box helicase eIF4A2 inhibits CNOT7 deadenylation activity. Nucl. Acids Res., 47, 8224-8238. doi: 10.1093/nar/gkz509 https://academic.oup.com/nar/advance-article/doi/10.1093/nar/gkz509/5513320?searchresult=1 Ashraf, S., Radhi, M., Gowler, P., Burston, J.J., Gandhi, R.D., Thorn, G.J., Piccinini A.M., Walsh, D.A., Chapman, V. and De Moor, C.H. (2019) The polyadenylation inhibitor cordycepin reduces pain, inflammation and joint pathology in rodent models of osteoarthritis. Sci. Rep., 9, 4696. doi: 10.1038/s41598-019-41140-1 https://www.nature.com/articles/s41598-019-41140-1 Lee, J.B., Adrower, C., Qin, C., Fischer, P.M., De Moor, C.H. and Gershkovich, P. (2017) Development of cordycepin formulations for preclinical and clinical studies. AAPS PharmSciTech 18, 3219-3226. doi: 10.1208/s12249-017-0795-0 http://eprints.nottingham.ac.uk/42896/
Start Year 2010
 
Description Cordycepin and other anti-inflammatory metabolites from fungi 
Organisation University of Nottingham
Department School of Biology Nottingham
Country United Kingdom 
Sector Academic/University 
PI Contribution I initiated this collaboration on cordycepin other anti-inflammatory compounds from fungi. My laboratory works on identifying the molecular targets of these compounds in both mammalians and insect hosts. The rest of the team has expertise in analytical chemistry (Barrett, Kim) and pharmacokinetics (Gershkovich) from the School of Pharmacy, experts in animal physiology from the School of Biomedical Sciences (Chapman) and mycologists from the School of Biology (Brock, Dyer) in Nottingham and Crop Sciences in Warwick (Chandler). Two Cordyceps growing companies are in the collaboration, GOBA from Slovenia and Kaapa Biotech from Finland. They provide us with Cordyceps samples and strains. A research grant application and a PhD studentship application to Arthritis Research UK application were successful. We are planning to apply to the BBSRC with a focus on the effect of these compounds in insects, once the relevant paper has been published. Three publications have so far resulted from this collaboration and another one is in the manuscript stage.
Collaborator Contribution Prof. Barrett and I have a joint PhD student that has developed a sensitive LC MS/MS method for detecting cordycepin, which enables us to do pharmacokinetics with Dr. Gershkovich. In collaboration with Dr. Kim we are doing metabolomics, trying to identify further compounds. Prof Chapman has trialled cordycepin in a rat model of arthritis. Dr. Chandler and Dr. Dyer help us select candidate fungi based on their biology and culture them.
Impact This is a multidisciplinary collaboration encompassing molecular biology, analytical biochemistry, pharmacokinetics, physiology, mycology. So far 4 publications have resulted: Lee, J.B., Radhi, M., Cipolla, E., Gandhi, R.D., Sarmad, S., Zgair, A., Kim, T.H., Feng, W., Qin, C., Adrower, C., Ortori, C.A., Barrett, D.A., Kagan, L., Fisher, P.M., De Moor, C.H., Gershkovich, P. (2019) A novel nucleoside rescue metabolic pathway may be responsible for the therapeutic effect of orally administered cordycepin. Sci. Rep., 9, 15760. doi: 10.1038/s41598-019-52254-x https://www.nature.com/articles/s41598-019-52254-x.pdf Wellham, P.A.D., Kim, D.-H., Brock, M. and De Moor, C.H. (2019) Coupled biosynthesis of cordycepin and pentostatin in Cordyceps militaris: implications for fungal biology and medicinal natural products. Ann. Transl. Med., 7(Suppl 3), S85. doi: 0.21037/atm.2019.04.25 http://dx.doi.org/10.21037/atm.2019.04.25 Meijer, H.A., Schmidt, T., Gillen S.L., Langlais, C., Jukes-Jones, R., De Moor, C.H., Cain, K., Wilczynska, A. and Martin Bushell (2019). DEAD-box helicase eIF4A2 inhibits CNOT7 deadenylation activity. Nucl. Acids Res., 47, 8224-8238. doi: 10.1093/nar/gkz509 https://academic.oup.com/nar/advance-article/doi/10.1093/nar/gkz509/5513320?searchresult=1 Ashraf, S., Radhi, M., Gowler, P., Burston, J.J., Gandhi, R.D., Thorn, G.J., Piccinini A.M., Walsh, D.A., Chapman, V. and De Moor, C.H. (2019) The polyadenylation inhibitor cordycepin reduces pain, inflammation and joint pathology in rodent models of osteoarthritis. Sci. Rep., 9, 4696. doi: 10.1038/s41598-019-41140-1 https://www.nature.com/articles/s41598-019-41140-1 Lee, J.B., Adrower, C., Qin, C., Fischer, P.M., De Moor, C.H. and Gershkovich, P. (2017) Development of cordycepin formulations for preclinical and clinical studies. AAPS PharmSciTech 18, 3219-3226. doi: 10.1208/s12249-017-0795-0 http://eprints.nottingham.ac.uk/42896/
Start Year 2010
 
Description Cordycepin and other anti-inflammatory metabolites from fungi 
Organisation University of Nottingham
Department School of Biomedical Sciences Nottingham
Country United Kingdom 
Sector Academic/University 
PI Contribution I initiated this collaboration on cordycepin other anti-inflammatory compounds from fungi. My laboratory works on identifying the molecular targets of these compounds in both mammalians and insect hosts. The rest of the team has expertise in analytical chemistry (Barrett, Kim) and pharmacokinetics (Gershkovich) from the School of Pharmacy, experts in animal physiology from the School of Biomedical Sciences (Chapman) and mycologists from the School of Biology (Brock, Dyer) in Nottingham and Crop Sciences in Warwick (Chandler). Two Cordyceps growing companies are in the collaboration, GOBA from Slovenia and Kaapa Biotech from Finland. They provide us with Cordyceps samples and strains. A research grant application and a PhD studentship application to Arthritis Research UK application were successful. We are planning to apply to the BBSRC with a focus on the effect of these compounds in insects, once the relevant paper has been published. Three publications have so far resulted from this collaboration and another one is in the manuscript stage.
Collaborator Contribution Prof. Barrett and I have a joint PhD student that has developed a sensitive LC MS/MS method for detecting cordycepin, which enables us to do pharmacokinetics with Dr. Gershkovich. In collaboration with Dr. Kim we are doing metabolomics, trying to identify further compounds. Prof Chapman has trialled cordycepin in a rat model of arthritis. Dr. Chandler and Dr. Dyer help us select candidate fungi based on their biology and culture them.
Impact This is a multidisciplinary collaboration encompassing molecular biology, analytical biochemistry, pharmacokinetics, physiology, mycology. So far 4 publications have resulted: Lee, J.B., Radhi, M., Cipolla, E., Gandhi, R.D., Sarmad, S., Zgair, A., Kim, T.H., Feng, W., Qin, C., Adrower, C., Ortori, C.A., Barrett, D.A., Kagan, L., Fisher, P.M., De Moor, C.H., Gershkovich, P. (2019) A novel nucleoside rescue metabolic pathway may be responsible for the therapeutic effect of orally administered cordycepin. Sci. Rep., 9, 15760. doi: 10.1038/s41598-019-52254-x https://www.nature.com/articles/s41598-019-52254-x.pdf Wellham, P.A.D., Kim, D.-H., Brock, M. and De Moor, C.H. (2019) Coupled biosynthesis of cordycepin and pentostatin in Cordyceps militaris: implications for fungal biology and medicinal natural products. Ann. Transl. Med., 7(Suppl 3), S85. doi: 0.21037/atm.2019.04.25 http://dx.doi.org/10.21037/atm.2019.04.25 Meijer, H.A., Schmidt, T., Gillen S.L., Langlais, C., Jukes-Jones, R., De Moor, C.H., Cain, K., Wilczynska, A. and Martin Bushell (2019). DEAD-box helicase eIF4A2 inhibits CNOT7 deadenylation activity. Nucl. Acids Res., 47, 8224-8238. doi: 10.1093/nar/gkz509 https://academic.oup.com/nar/advance-article/doi/10.1093/nar/gkz509/5513320?searchresult=1 Ashraf, S., Radhi, M., Gowler, P., Burston, J.J., Gandhi, R.D., Thorn, G.J., Piccinini A.M., Walsh, D.A., Chapman, V. and De Moor, C.H. (2019) The polyadenylation inhibitor cordycepin reduces pain, inflammation and joint pathology in rodent models of osteoarthritis. Sci. Rep., 9, 4696. doi: 10.1038/s41598-019-41140-1 https://www.nature.com/articles/s41598-019-41140-1 Lee, J.B., Adrower, C., Qin, C., Fischer, P.M., De Moor, C.H. and Gershkovich, P. (2017) Development of cordycepin formulations for preclinical and clinical studies. AAPS PharmSciTech 18, 3219-3226. doi: 10.1208/s12249-017-0795-0 http://eprints.nottingham.ac.uk/42896/
Start Year 2010
 
Description Cordycepin and other anti-inflammatory metabolites from fungi 
Organisation University of Nottingham
Department School of Pharmacy
Country United Kingdom 
Sector Academic/University 
PI Contribution I initiated this collaboration on cordycepin other anti-inflammatory compounds from fungi. My laboratory works on identifying the molecular targets of these compounds in both mammalians and insect hosts. The rest of the team has expertise in analytical chemistry (Barrett, Kim) and pharmacokinetics (Gershkovich) from the School of Pharmacy, experts in animal physiology from the School of Biomedical Sciences (Chapman) and mycologists from the School of Biology (Brock, Dyer) in Nottingham and Crop Sciences in Warwick (Chandler). Two Cordyceps growing companies are in the collaboration, GOBA from Slovenia and Kaapa Biotech from Finland. They provide us with Cordyceps samples and strains. A research grant application and a PhD studentship application to Arthritis Research UK application were successful. We are planning to apply to the BBSRC with a focus on the effect of these compounds in insects, once the relevant paper has been published. Three publications have so far resulted from this collaboration and another one is in the manuscript stage.
Collaborator Contribution Prof. Barrett and I have a joint PhD student that has developed a sensitive LC MS/MS method for detecting cordycepin, which enables us to do pharmacokinetics with Dr. Gershkovich. In collaboration with Dr. Kim we are doing metabolomics, trying to identify further compounds. Prof Chapman has trialled cordycepin in a rat model of arthritis. Dr. Chandler and Dr. Dyer help us select candidate fungi based on their biology and culture them.
Impact This is a multidisciplinary collaboration encompassing molecular biology, analytical biochemistry, pharmacokinetics, physiology, mycology. So far 4 publications have resulted: Lee, J.B., Radhi, M., Cipolla, E., Gandhi, R.D., Sarmad, S., Zgair, A., Kim, T.H., Feng, W., Qin, C., Adrower, C., Ortori, C.A., Barrett, D.A., Kagan, L., Fisher, P.M., De Moor, C.H., Gershkovich, P. (2019) A novel nucleoside rescue metabolic pathway may be responsible for the therapeutic effect of orally administered cordycepin. Sci. Rep., 9, 15760. doi: 10.1038/s41598-019-52254-x https://www.nature.com/articles/s41598-019-52254-x.pdf Wellham, P.A.D., Kim, D.-H., Brock, M. and De Moor, C.H. (2019) Coupled biosynthesis of cordycepin and pentostatin in Cordyceps militaris: implications for fungal biology and medicinal natural products. Ann. Transl. Med., 7(Suppl 3), S85. doi: 0.21037/atm.2019.04.25 http://dx.doi.org/10.21037/atm.2019.04.25 Meijer, H.A., Schmidt, T., Gillen S.L., Langlais, C., Jukes-Jones, R., De Moor, C.H., Cain, K., Wilczynska, A. and Martin Bushell (2019). DEAD-box helicase eIF4A2 inhibits CNOT7 deadenylation activity. Nucl. Acids Res., 47, 8224-8238. doi: 10.1093/nar/gkz509 https://academic.oup.com/nar/advance-article/doi/10.1093/nar/gkz509/5513320?searchresult=1 Ashraf, S., Radhi, M., Gowler, P., Burston, J.J., Gandhi, R.D., Thorn, G.J., Piccinini A.M., Walsh, D.A., Chapman, V. and De Moor, C.H. (2019) The polyadenylation inhibitor cordycepin reduces pain, inflammation and joint pathology in rodent models of osteoarthritis. Sci. Rep., 9, 4696. doi: 10.1038/s41598-019-41140-1 https://www.nature.com/articles/s41598-019-41140-1 Lee, J.B., Adrower, C., Qin, C., Fischer, P.M., De Moor, C.H. and Gershkovich, P. (2017) Development of cordycepin formulations for preclinical and clinical studies. AAPS PharmSciTech 18, 3219-3226. doi: 10.1208/s12249-017-0795-0 http://eprints.nottingham.ac.uk/42896/
Start Year 2010
 
Description Cordycepin and other anti-inflammatory metabolites from fungi 
Organisation University of Warwick
Department Warwick Crop Centre
Country United Kingdom 
Sector Academic/University 
PI Contribution I initiated this collaboration on cordycepin other anti-inflammatory compounds from fungi. My laboratory works on identifying the molecular targets of these compounds in both mammalians and insect hosts. The rest of the team has expertise in analytical chemistry (Barrett, Kim) and pharmacokinetics (Gershkovich) from the School of Pharmacy, experts in animal physiology from the School of Biomedical Sciences (Chapman) and mycologists from the School of Biology (Brock, Dyer) in Nottingham and Crop Sciences in Warwick (Chandler). Two Cordyceps growing companies are in the collaboration, GOBA from Slovenia and Kaapa Biotech from Finland. They provide us with Cordyceps samples and strains. A research grant application and a PhD studentship application to Arthritis Research UK application were successful. We are planning to apply to the BBSRC with a focus on the effect of these compounds in insects, once the relevant paper has been published. Three publications have so far resulted from this collaboration and another one is in the manuscript stage.
Collaborator Contribution Prof. Barrett and I have a joint PhD student that has developed a sensitive LC MS/MS method for detecting cordycepin, which enables us to do pharmacokinetics with Dr. Gershkovich. In collaboration with Dr. Kim we are doing metabolomics, trying to identify further compounds. Prof Chapman has trialled cordycepin in a rat model of arthritis. Dr. Chandler and Dr. Dyer help us select candidate fungi based on their biology and culture them.
Impact This is a multidisciplinary collaboration encompassing molecular biology, analytical biochemistry, pharmacokinetics, physiology, mycology. So far 4 publications have resulted: Lee, J.B., Radhi, M., Cipolla, E., Gandhi, R.D., Sarmad, S., Zgair, A., Kim, T.H., Feng, W., Qin, C., Adrower, C., Ortori, C.A., Barrett, D.A., Kagan, L., Fisher, P.M., De Moor, C.H., Gershkovich, P. (2019) A novel nucleoside rescue metabolic pathway may be responsible for the therapeutic effect of orally administered cordycepin. Sci. Rep., 9, 15760. doi: 10.1038/s41598-019-52254-x https://www.nature.com/articles/s41598-019-52254-x.pdf Wellham, P.A.D., Kim, D.-H., Brock, M. and De Moor, C.H. (2019) Coupled biosynthesis of cordycepin and pentostatin in Cordyceps militaris: implications for fungal biology and medicinal natural products. Ann. Transl. Med., 7(Suppl 3), S85. doi: 0.21037/atm.2019.04.25 http://dx.doi.org/10.21037/atm.2019.04.25 Meijer, H.A., Schmidt, T., Gillen S.L., Langlais, C., Jukes-Jones, R., De Moor, C.H., Cain, K., Wilczynska, A. and Martin Bushell (2019). DEAD-box helicase eIF4A2 inhibits CNOT7 deadenylation activity. Nucl. Acids Res., 47, 8224-8238. doi: 10.1093/nar/gkz509 https://academic.oup.com/nar/advance-article/doi/10.1093/nar/gkz509/5513320?searchresult=1 Ashraf, S., Radhi, M., Gowler, P., Burston, J.J., Gandhi, R.D., Thorn, G.J., Piccinini A.M., Walsh, D.A., Chapman, V. and De Moor, C.H. (2019) The polyadenylation inhibitor cordycepin reduces pain, inflammation and joint pathology in rodent models of osteoarthritis. Sci. Rep., 9, 4696. doi: 10.1038/s41598-019-41140-1 https://www.nature.com/articles/s41598-019-41140-1 Lee, J.B., Adrower, C., Qin, C., Fischer, P.M., De Moor, C.H. and Gershkovich, P. (2017) Development of cordycepin formulations for preclinical and clinical studies. AAPS PharmSciTech 18, 3219-3226. doi: 10.1208/s12249-017-0795-0 http://eprints.nottingham.ac.uk/42896/
Start Year 2010
 
Description Cordyceps vs Cancer 
Organisation University of Nottingham
Country United Kingdom 
Sector Academic/University 
PI Contribution In this collaboration we are investigating cordycepin and cordyceps extracts as a treatment for breast cancer. My laboratory has characterized in cell lines provided by the partners.
Collaborator Contribution Pre-clinical oncology have helped plan animal experiments for numerous grant applications. We recently received a donation that will allow us to do the first in vivo tests.
Impact So far, mostly grant applications. We are about to start work on the first trials. This collaboration is multi-disciplinary between RNA biologists and cancer biologists.
Start Year 2015
 
Description Polyadenylation in plants 
Organisation University of Potsdam
Country Germany 
Sector Academic/University 
PI Contribution We trained a student in our method for poly(A) fractionation and the collaborators used this to study poly(A) tail changes in plants. We are currently helping with their poly(A) tests to validate the findings.
Collaborator Contribution Most of the research is done by the partners, we provide expertise and help with looking at poly(A) tails
Impact A publication has resulted (Kappel et al.)
Start Year 2010
 
Description Polyadenylation in the circadian rythm 
Organisation University of Texas
Department Department of Neuroscience
Country United States 
Sector Hospitals 
PI Contribution We have provided methods for measuring poly(A) tests, including our new PCR based test and the QuanTail-seq method
Collaborator Contribution The laboratory at Southwestern is investigating poly(A) tail changes during the day and testing the effect of cordycepin on the circadian rhythm, which is important for our understanding of cordycepin as a medicine and may have applications.
Impact This collaboration is in an early stage, no outcomes so far.
Start Year 2017
 
Description The role of INTS12 in protein synthesis 
Organisation University of Nottingham
Country United Kingdom 
Sector Academic/University 
PI Contribution Polymorphisms in the Integrator Subunit 12 (INTS12) gene have been linked to lung function. INTS12 has been described as being involved in 3' end formation of snRNAs. A respiratory Medicine researchers performed a high throughput screen of INTS12 knockdown lung epithelial cells. mRNAs involved in protein synthesis were unexpectedly down regulated, while little de-regulation of splicing was observed. My laboratory measured the rate of protein synthesis, which confirmed that protein synthesis was impaired in the absence of INTS12.
Collaborator Contribution See above
Impact A paper is under review.
Start Year 2014
 
Description mRNA polyadenylation during heat shock and aging in C. elegans 
Organisation Babraham Institute
Country United Kingdom 
Sector Academic/University 
PI Contribution We measure poly(A) tails on mRNAs with our methods, including synthesising QuanTAIL-Seq libraries, and provide expertise for the measuring of mRNA stability with thiouridine labelling.
Collaborator Contribution Partners at the Babraham do worm genetics and provide deep sequencing and bioinformatics support.
Impact Working on a manuscript.
Start Year 2016
 
Description BBC documentary (Magic of Mushrooms) 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Media (as a channel to the public)
Results and Impact I participated in a BBC documentary entitled "The magic of mushrooms", in which I explained the potential of the fungal drug cordycepin. This documentary was broadcast several times during 2014. Judging from the e-mail enquiries I get, this documentary has been broadcase in quite a lot of locations world wide.

I receive requests, at least 1 monthly, for information on the properties of Cordyceps mushrooms. The people contacting me vary from journalists to mycologists and patients, as well as medical doctors enquiring on behalf of their patients.
Year(s) Of Engagement Activity 2013,2014
URL http://www.bbc.co.uk/programmes/b041m6fh
 
Description Media interest (cordycepin) 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Media (as a channel to the public)
Results and Impact After press releases from the BBSRC about our papers in 2010 and 2012, I was contacted by around 10 journalists and 30 members of the public.
After a press release from Arthritis Research UK in 2015, I was contacted by around 8 journalists and 10 members of the public.
In 2016, I was interviewed for a documentary by a German public broadcaster
I regularly answer queries from members of the public and health professionals who are taking or thinking of taking Cordyceps as a health supplement.

Outcomes I know of in 2010-2013 included an interview on Dutch national radio, on Radio Nottingham, a feature on the National Geographic website reports in Indian and Brazilian newspapers.

I participated in a BBC documentary, the Magic of Mushrooms in 2014. I was also interviewed by a reporter from Metro, resulting in a mention in one of their articles.

The fact that our work was featured on the Arthritis UK website in 2013 led to us doing pilot experiments in this area and a funded gra
Year(s) Of Engagement Activity 2011,2012,2013,2014,2015,2016
URL http://www.bbc.co.uk/news/uk-england-nottinghamshire-32399807
 
Description Presentations to the public 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact I gave presentations on my research to social clubs and science clubs:
Feb 8, 2016 - DARC Technology Club, Derbyshire, ca 20 people
Oct 25, 2016 - Wives and Friends Club, Wollaton, ca 25 people
May 3, 2017 - Wollaton Science and Technology Club, ca 30 people
Year(s) Of Engagement Activity 2016,2017
 
Description Work experience week 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? Yes
Geographic Reach Local
Primary Audience Schools
Results and Impact Groups of high school students participated in our ongoing research, in nearly all cases they managed to obtain original data and experience the thrill of scientific discovery. Most participants indicate that they are more likely to pursue a science degree.

In nearly all cases, these students indicated they were probably going to study life sciences at University level.
Year(s) Of Engagement Activity 2010,2011,2012,2013,2014,2015,2016,2017