The Daphniphyllum alkaloids: biosynthesis, biocatalysts and bioactives from a neglected natural product class

Lead Research Organisation: University of York
Department Name: Biology

Abstract

is used globally as a pain-killer, whilst Madagascar periwinkle produces a chemical called vinblastine, which is used to treat lymphoma and other cancers. Despite this, many biologically active chemicals produced in plants have not been fully investigated for their potential clinical use. This may be due to the slow growth of the plants, or because the chemical is only present in low quantities.

The plant Daphniphyllum macropodum, and its close relatives, are small trees native to East Asia that are used globally as ornamentals due to their evergreen foliage. Despite being renowned primarily for their beauty, these plants are also expert chemists: they produce a remarkable array of complex nitrogen-containing chemicals (alkaloids), which are unlike any other known chemicals from plants, animals or microbes. These Daphniphyllum alkaloids have been shown to have anti-cancer and anti-HIV properties, and may have potential for medical use.

In this project, we aim to understand how Daphniphyllum macropodum makes its complex alkaloids. Through this knowledge we will gain access to the unique chemical machinery found in the plants; this will help us make other complex molecules in the future. We will also develop methods for producing high quantities of the alkaloids using other organisms, such as tobacco or yeast. This will allow us to obtain large enough quantities of the chemicals to determine whether they have potential as therapeutics, for example for as antibiotics or chemotherapy agents.

The first step is to extensively analyse the plant using state-of-the-art methods. We will be studying a tree found in the Yorkshire Arboretum. We will identify the genes, proteins and chemicals found in different plant tissues at different times of year. Essentially by correlating which genes and proteins are found in the same location as certain chemicals, we will determine which proteins are most likely to be responsible for the formation of the alkaloids. We are primarily interested in identifying new enzymes, proteins that can speed up, or catalyse, chemical reactions, thereby causing the formation of complex chemicals.

We will then test these enzymes by producing them in a tobacco plant, which cannot normally produce Daphniphyllum alkaloids, and observing whether alkaloids are now formed. With this method we will identify numerous novel enzymes which, when working together, produce different types of Daphniphyllum alkaloids. Due to the complexity of the alkaloid structures, it is expected that the enzymes will be able to catalyse unusual reactions. The way by which the enzymes perform catalysis will be examined carefully, using a method called X-ray crystallography which can detail the structures of the enzyme. We will also investigate if these enzymes can be used industrially to help form other complex and valuable chemicals.

Once the formation of the alkaloids is sufficiently understood, we will use this knowledge to produce the chemicals in tobacco or yeast. As Daphniphyllum is slow growing and produces a mixture of compounds, obtaining large quantities of single alkaloids is best achieved using a 'synthetic biology' approach where the ability to make alkaloids is transferred to an organism which is easy to grow and manipulate. Using these methods, we will produce sufficient quantities of alkaloid for testing for antibiotic and anticancer activities. If interesting biological activities are observed, we will collaborate with other academics and companies to determine whether the compounds could be used as medicines.

The primary goal of this project is to understand how the plant Daphniphyllum produces complex chemicals. In the process of understanding this we will gain new enzymes that may be useful to industry, and gain access to bioactive chemicals that may have future therapeutic use.

Planned Impact

I will have a policy of openness with regards to the dissemination of project results and potential impact. The results of the project will be disseminated through public databases, high-impact open access publications and press releases. Valuable intellectual property will be protected, enabling collaboration with industrial partners to maximise impact.

Industrial biotechnology companies involved in biocatalysis will benefit from the discovery of novel enzymes capable of making high-value compounds. Enzymes discovered during this project will be capable of catalysing rapid increases in chemical complexity in mild conditions. The biocatalytic potential of the enzymes will be assessed and thereafter potential partners such as Dr Reddy's, Biocatalysts and Oxford BioTrans will be approached. Novel enzymes will be discovered by Year 2 and potential partners contacted at biocatalysis conferences and network events at this time (e.g. Bioindustry association). Access to these unique enzymes would benefit SME partners and contribute positively to the economic performance of the UK in industrial biotechnology.

Companies working within the field of synthetic biology will benefit from the project as the metabolic reconstitution of Daphniphyllum alkaloids in a heterologous host could become a route for drug discovery and production. The Daphniphyllum alkaloids may be a rich source of pharmaceutical candidates. The best route to alkaloid production is through a synthetic biology approach using heterologous metabolic reconstitution. Initial construction of synthetic biology platforms will occur in Year 3, and at this time companies will be approached at UK Synthetic Biology conferences, through network events and arranged meetings. Leaf Expression Systems will be approached for partnership for N. benthamiana production. Microbial reconstitution optimisation partners could be Ingenza, Chain Biotech or Synthace. These industrial collaborations will foster the economic competitiveness of the UK in the rapidly growing industry of synthetic biology.

UK and global health will benefit from the discovery of novel antibiotics and novel anticancer compounds. Pharmaceutical companies developing and distributing these compounds benefit economically from new drugs, which in turn benefits the national economy. This project involves the screening of Daphniphyllum alkaloids for antibiotic and anticancer activities. A synthetic biology platform will be developed to produce alkaloids (year 3-4) and compounds will be isolated and screened with collaborators for bioactivities (year 4). If promising bioactivities are observed, further tests will be conducted and pharmaceutical companies will be approached for partnership (years 5+). For further investigation of anti-cancer compounds, national facilities such as the Phenotypic screening centre and Bioscreening Technology Group will be approached for collaboration and contacts within the pharmaceutical industry.

The project involves a close collaboration with Yorkshire Arboretum. I will be using a tree in the arboretum as the key research plant. I will give annual public talks about plant natural products, discussing aspects including poison plants, herbal medicine and benefit sharing. This mutual relationship will benefit the arboretum by providing a scientific and medical use for their collection and from the talks. It also has a wider positive impact on arboreta and botanical gardens in the UK by demonstrating that bioprospecting is possible in the UK by using our rich botanical collections.

The talks in the Yorkshire arboretum will benefit the public by providing information and discussion about plant natural products and it impact on global health, wealth and culture. By combining historical and ethical debate with the science I hope to spark interest in this rich area. I will take a similar approach during annual Pint of Science public discussions in York.

Publications

10 25 50
 
Description Generated a multiomic dataset for Daphniphyllum alkaloid gene discovery combining metabolomics and transcriptomics.
Determined patterns of alkaloid distribution between and within tissues.
Characterised novel enzymes from Daphniphyllum.
Synthesised alkaloid precursor.
Exploitation Route Continued investigation into alkaloid biosynthesis to discover pathways for bioactive compounds with potential applications in medicine and agriculture.
Sectors Agriculture, Food and Drink,Chemicals,Pharmaceuticals and Medical Biotechnology

 
Description Consulted as part of UK Plant Science Strategy document
Geographic Reach National 
Policy Influence Type Participation in a guidance/advisory committee
 
Description BBSRC IAA
Amount £37,381 (GBP)
Organisation University of York 
Sector Academic/University
Country United Kingdom
Start 01/2023 
End 06/2023
 
Description Future Leaders Fellowship Renewal
Amount £706,485 (GBP)
Funding ID MR/X010260/1 
Organisation Medical Research Council (MRC) 
Sector Public
Country United Kingdom
Start 05/2023 
End 04/2026
 
Description University Research Priming Committee
Amount £9,929 (GBP)
Organisation University of York 
Sector Academic/University
Country United Kingdom
Start 04/2019 
End 07/2019
 
Description University Research Priming Committee
Amount £6,283 (GBP)
Organisation University of York 
Sector Academic/University
Country United Kingdom
Start 03/2021 
End 06/2021
 
Title Daphniphyllum omics dataset 
Description Untargeted metabolomics (LC-MS/MS) analysis of multiple tissues from Daphniphyllum plants For a subset of tissue we have corresponding transcriptome/RNAseq data 
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? No  
Impact The dataset will be crucial for the elucidation of alkaloid biosynthetic pathways from Daphniphyllum. This dataset is core to the project. It will be released when we have analysed it satisfactorily. 
 
Title Metabolomics Clustering Algorithm 
Description Novel pipeline using machine learning methods for clustering metabolomics data. 
Type Of Material Data analysis technique 
Year Produced 2020 
Provided To Others? No  
Impact The method has revealed underlying structures in the Daphniphyllum omics dataset. We are in the process of analysing the results further and applying them to a publication. Its application of this method for other datasets is being investigated with the Ezer group as part of a University Research Priming project. 
 
Description Chemical synthesis 
Organisation University of York
Department Department of Chemistry
Country United Kingdom 
Sector Academic/University 
PI Contribution As part of this project we have established a collaboration with Will Unsworth's group at the University of York. My group's main contribution is intellectual - the research project and topic itself.
Collaborator Contribution The Unsworth group are providing support for chemical aspects of the project including synthesis and NMR characterisation. Dr Unsworth has committed time in-kind to contribute to the project. We have also had a short research associate post contribute to the project. Now we have two PhD students that we co-supervise who are doing work that contributes to the grant outcome.
Impact We have secured internal University Research Priming funding to support a few months of research associate who contributed to synthetic approaches to this project We have also two co-supervised PhD students who are doing projects related to this grant. One is a studentship funded student (York White Rose DTP) and another a self-funded student.
Start Year 2019
 
Description Metabolomics clustering 
Organisation University of York
Department Department of Biology
Country United Kingdom 
Sector Academic/University 
PI Contribution We have provided raw metabolomics data and a preliminary pipeline for data analysis.
Collaborator Contribution Daphne Ezer's group will take the raw data and our preliminary data pipeline and rigorously examine it, and modify it, in an attempt to identify robust methods for clustering and analysing metabolomics data.
Impact University Research Priming funding to support a research associate in doing the work.
Start Year 2021
 
Description Natural Product Biosyntheis Collaboration Jena 
Organisation Max Planck Institute for Chemical Ecology
Country Germany 
Sector Public 
PI Contribution Collaborative research data generation and analysis of data
Collaborator Contribution Collaborative research data generation and analysis of data
Impact Kamileen, M.O., Demars, M.D., Hong, B., Nakamura, Y., Paetz, C., Lichman, B.R., Sonawane, P.D., Caputi, L., O'Connor, S.E.. 'Recycling Upstream Redox Enzymes Expands the Regioselectivity of Cycloaddition in Pseudo-Aspidosperma Alkaloid Biosynthesis'. Journal of the American Chemical Society 144: 19673-19679.(2022). Hernández Lozada, N.J., Hong, B., Wood, J.C., Caputi, L. , Basquin, J., Chuang, L., Kunert, M., Rodríguez López, C. E., Langley, C., Zhao, D., Buell, C. R., Lichman, B. R., O'Connor, S. E. 'Biocatalytic routes to stereo-divergent iridoids'. Nature Communications 13: 4718 (2022). Rodríguez-López, C.E., Jiang, Y., Kamileen, M.O., Lichman, B.R., Hong, B., Vaillancourt, B., Buell, C.R., O'Connor, S.E.. Phylogeny-Aware Chemoinformatic Analysis of Chemical Diversity in Lamiaceae Enables Iridoid Pathway Assembly and Discovery of Aucubin Synthase. Molecular Biology and Evolution 39: msac057. (2022). Bat-Erdene, U., Billingsley, J. M., Turner, W. C., Lichman, B. R., Ippoliti, F. M., Garg, N. K., O'Connor, S. E. and Tang, Y. 'Cell-Free Total Biosynthesis of Plant Terpene Natural Products Using an Orthogonal Cofactor Regeneration System', ACS Catal. 11, 9898-9903 (2021).
Start Year 2020
 
Description Natural Product Screening 
Organisation Hull York Medical School
Country United Kingdom 
Sector Academic/University 
PI Contribution As part of a wider CNAP effort, we are putting together a natural products library to screen plant extracts and compounds. We have made plant extracts and purified natural products. We have also selected compounds for purchase. We are using this to build a library that can be tested for bioactivities in cell-based and in vitro assays.
Collaborator Contribution In HYMS the groups will take the natural product libraries and screen the compounds for bioactivities in cell-based and in vitro assays.
Impact None yet
Start Year 2021
 
Description Yorkshire Arboretum 
Organisation Yorkshire Arboretum
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution We are investigating plants that are on the grounds of Yorkshire Arboretum (Castle Howard). We are investigating the biosynthetic potential of these plants, with a view to seeing whether they contain biocatalytically unique enzymes. We have also sought to more carefully define the species of the plants, and investigate the distribution of compounds across the plant.
Collaborator Contribution The Yorkshire Arboretum are providing us with access to the plants, and information on their provenance. We are able to take samples from the plants for further analysis. We can also collect seed to grow the plants in the University.
Impact The collaboration has resulted in a species definition of two of the plants in the arboretum (the species was not previously known) We have collected a large metabolomics dataset that includes data these plants. We have collected RNA and constructed a transcriptome which includes data from these plants. None of these datasets are published yet but we expect will form a core part of our future work.
Start Year 2019
 
Title Clustering iterations and visualisation 
Description R Shiny App developed by collaborators that allows testing the impact of different parameters on clustering of complex data. 
Type Of Technology Webtool/Application 
Year Produced 2021 
Impact Used to aid analysis of Daphniphyllum metabolomics. 
 
Description Outreach talk - Yorkshire Arboretum 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact I presented a lecture about my previous research to a lay audience with horticultural interests. I introduced the research being conducted in this Daphniphyllum project. There were ~30 attendees. They reported being very interested in the topic and it sparked many questions including a discussion on the use of plants for medicinal purposes.
Year(s) Of Engagement Activity 2019
URL https://www.yorkshirearboretum.org/events/garden-talks-2019-benjamin-lichman
 
Description YorNight 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact We presented an interactive stand called "Plants: Nature's Chemists". All team members were active: Zoe Ingold, Caragh Whitehead and Kaouthar Eljounaidi. We engaged with the public, especially children, about trichomes, plant medicines, anthocyanin pigments and scents from plants. The attendance numbers were around 3500.

This sparked discussions with adults and children about plant chemistry including "natural vs non-natural", how smell works, the use of plant extracts for industrial chemicals food, etc. The audience reported that they had not considered these uses of plants beforehand.
Year(s) Of Engagement Activity 2020
URL https://www.york.ac.uk/news-and-events/events/yornight/2020/