Cyclization specificity in terpene synthases by residue interaction networks

Lead Research Organisation: John Innes Centre
Department Name: Metabolic Biology

Abstract

Enzymes are essential to life and critical for industrial biotechnology efforts aimed at producing everyday pharmaceuticals, biofuels, and fine chemicals. A complete understanding of enzyme function will enable us to fully exploit enzymes to successfully adapt to an ever changing and uncertain world. We are continually making major strides in our understanding of enzyme function through focusing on the active site where the chemical reactions occur. However, it is well documented in directed evolution experiments that outer tier mutations (regions of the enzyme structure distant from the active site) greatly enhance catalytic activity. Although outer tiers of protein structure clearly exert profound influence on enzyme function, this remains poorly understood; our current knowledge rests largely on retrospective structure-based analysis while limited investigations have been conducted.

From my own investigations of naturally evolved terpene synthases, enzymes that make diverse bioactive natural products, I discovered that outer tier mutations were essential for the specificity of a chemical reaction. Results from theses studies indicate that the outer tier 'communicates' to the active site through network connections in the protein structure, akin to computers linked through the Internet. Considering a folded protein as a network, this proposal will exploit well-developed graph theory tools, a branch of math to describe 'connectivity', to predict important outer tier residue positions from network analysis of protein structure. Further, we will apply structure-based combinatorial protein engineering collections of new enzymes that 'rewire' outer tier connections to begin to systematically interrogate our predictions. In addition, this work will produce rich data sets to advance our fundamental knowledge of enzymes and generate new 'parts' for synthetic biology and industrial biotechnology applications.

Technical Summary

An emerging theme in our understanding of enzyme function is that outer tiers of protein structure clearly exert profound influence on enzyme function. This has been demonstrated in directed evolution studies and in naturally evolved terpene synthases (TPSs), enzymes that make diverse bioactive natural products. We previously found outer tier mutations were essential to achieve high product specificity in TPSs. Results from theses studies indicate that outer tier mutational effects are transmitted to the active site through residue interaction networks in the protein structure. We will use farnesene synthase (FS) from Artemisia annua, a linear product-producing TPS, as a model system to study the interplay of active site and outer tier mutations in the emergence and refinement of cyclization specificity. Considering a folded protein as a network, this proposal will exploit well-developed graph theory tools to predict functionally important outer tier residue positions from network analysis of protein structure. We will first biochemically characterize FS active site mutants that produce cyclic products from preliminary investigations to identify progenitor mutant enzymes with catalytically-robust activities. We will apply SCOPE to diversify predicted outer tier residues in progenitor enzymes and then distill minimal combinations of mutations that modulate cyclization specificity as measured by GC-MS analysis. These investigations will test predictions from graph theory and enable us to dissect the residue interaction networks linking outer tier and active site mutations. Therefore, this proposal will deliver new fundamental knowledge on how enzymes function as an integrated unit while generating new 'parts' for synthetic biology and industrial biotechnology applications.

Planned Impact

Advances to our fundamental understanding of how enzymes work, how catalysis emerges from the functional integration of active site and outer tiers of protein structure (a systems based perspective), will be immediately exploitable by academic and industrial protein engineers. Developing systems-based engineering principles on natural product biosynthetic enzymes will have an immediate impact on the generation of fine chemicals for a range of human uses, while delivering advances to our fundamental knowledge of how enzymes work. Synthetic biology approaches will be absolutely critical to accomplishing the research goals laid out. More specific to the current work, plant terpene natural products are a rich source of bioactives, like the potent antimalarial compound artemisinin from Artemisia annua. This area of research will be conducted under the MET ISP at the John Innes Centre and is central to the theme "Understanding and Exploiting Plant and Microbial Metabolism." Terpenes greatly enhance the quality of everyday life and health as antibiotics, anticancer and immunosuppressive agents, to flavors and fragrances and other high value compounds. The fine chemicals industry continues to grow despite global economic downturns; the current work will contribute to UK economic competitiveness in this thriving area.

This work will directly impact industrial biotechnology, where the novel biocatalysts produced here will have immediate applications for the production of fine chemicals. For example, Allylix is a producer of fine chemicals for the flavor-fragrance industry and have developed a yeast system to produce terpenes by industrial scale fermentation. From my direct contacts, the company executives have expressed high interest in acquiring new sesquiterpene synthase enzymes for their operations (see accompanying letter of support). Zuvachem, a biotech start-up, has contacted me to express interest in my research program and the biocatalysts that the work in this proposal will generate (see accompanying letter of support). Further, I have identified and initiated contact with other academic and industrial partners in the agro industry. For example, the CNAP program at York will benefit from an expanded repertoire of A. annua-derived sesquiterpene synthases to exploit in their plant systems. Syngenta have immediate interest in the enzyme engineering aspects of the current work and the potential use of sesquiterpenes for ecological control of pests.

What will be done to be sure that they benefit from this research?

Scientific discoveries with potential commercial applications are patented through Plant Biosciences Ltd (PBL), a technology transfer company based at JIC that is jointly and equally owned by the Gatsby Charitable Foundation and the JIC. PBL is responsible for translating scientific discoveries at JIC into the public sector through commercial exploitation. PBL meets all patent filing, marketing and licensing expenses in respect of technologies. I will maintain contact with Allylix and Zuvachem regarding the development of novel biocatalysts from the studies proposed here. Specifically, I will arrange for meetings to discuss the new terpenes and enzyme activities that I identify to explore their market value and consider scale-up for commercialization. I will further develop relationships with CNAP and Syngenta through scheduled visits to deliver research seminars on my current work and through informal communications with key people in the respective organizations. I will also seek opportunities to give talks at industry-sponsored symposia to interact with end users and foster new partnerships. Additional interaction with other industrial partners will benefit from the Knowledge Exchange and Commercialization (KEC) activities supported by JIC Business Development (JIC BD).

Publications

10 25 50
 
Description we have discovered how networks of interactions, at the molecular level, are essential in controlling the function of enzymes, machinery in cells. our work demonstrates this principle in plant enzymes that make defence molecules - an important source of high value chemicals and pharmaceuticals for human uses.
Exploitation Route our work demonstrates a general phenomenon that other researchers can immediately use to guide knowledge-based applications for protein engineering
Sectors Agriculture, Food and Drink,Chemicals,Manufacturing, including Industrial Biotechology,Pharmaceuticals and Medical Biotechnology

 
Description Our research has led to a new understanding how enzymes work as integrated units - that is, how all parts of the protein work in harmony to enable enzymes to catalyse important reactions for new pharmaceutical and industrial biotechnology.
Sector Chemicals,Manufacturing, including Industrial Biotechology,Pharmaceuticals and Medical Biotechnology
Impact Types Societal,Economic

 
Title Comparative analysis and validation of the malachite green assay for the high throughput biochemical characterization of terpene synthases 
Description this assay provides a colorimetric method for measuring enzyme kinetics of terpene syntheses - industrially important class of plant biosynthetic enzymes 
Type Of Material Technology assay or reagent 
Year Produced 2014 
Provided To Others? Yes  
Impact this method enabled the high throughput kinetic analysis of enzyme libraries resulting in a significant research publication 
URL http://www.sciencedirect.com/science/article/pii/S2215016114000089
 
Description Friends of JIC Speed Dating 
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 It is aimed mainly at people who have not been to a Friends event before and don't know much about JIC or for existing Friends to bring a new Friend along. The evening starts with a general introduction to JIC, followed by JIC staff talking to a small group (no more than 10-12 people) for about 15 minutes on what they do and answering questions, the staff member then moves on to the next table. After 3 rounds we break for a rest and something to eat and then do three more rounds followed by cake, coffee/tea.

The idea is that by the end of the evening each group will have heard something from a Project Leader, post-doc or strategic research scientist or RA, student and staff from Support Departments giving them a flavour of how a place like JIC works and how science works, with information about some of the science projects. It is a very informal evening and no formal presentation aids are permitted! But please bring as many photos, plants, plates, gels, bugs or anything else to help illustrate your work that you can comfortably move around and between rooms!

For example, where relevant you might begin with a brief background to yourself and how you came to be at JIC, funding, what you've been doing since you got here and what your plans for the future are. Staff from support departments can talk about the scale of the site, the day to day problems you face and major issues you have to deal with and how many people you support etc. However, the idea is that the Friends really take over and ask questions of you rather than you simply deliver a talk to them.
Year(s) Of Engagement Activity 2013
 
Description GRC Plant Volatiles conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact this was an international conference on plant natural products (volatiles). my presentation stimulated much discussion and led to new collaborative opportunities.
Year(s) Of Engagement Activity 2016
URL https://www.grc.org/programs.aspx?id=15108
 
Description Invited lecture, 19th Evolutionary Biology Meeting, Marseilles, France 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact international meeting on evolution. my presentation stimulated much discussion and led to new collaborative opportunities.
Year(s) Of Engagement Activity 2015
URL http://aeeb.fr/?page_id=337
 
Description Invited lecture, Agbiome, Durham, NC, USA 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact this invited lecture provided the opportunity to share our group's recent discoveries in biocatalysis and bioactivity of plant antimicrobial compounds. my presentation stimulated much discussion and led to new collaborative opportunities.
Year(s) Of Engagement Activity 2015
URL http://www.agbiome.com
 
Description Invited lecture, Amyris, Emeryville, CA, USA 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact this invited lecture lecture provided the opportunity to present research to a biotech company that produces plant high value chemicals. my presentation stimulated much discussion and led to new collaborative opportunities.
Year(s) Of Engagement Activity 2006
URL https://amyris.com
 
Description Invited lecture, Joint Bioenergy Institute, Emeryville, CA, USA 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact this invited lecture provided the opportunity to share our groups recent discoveries in biocatalysts and bioactivity. my presentation stimulated much discussion and led to new collaborative opportunities.
Year(s) Of Engagement Activity 2015
URL http://www.jbei.org
 
Description Invited lecture, Manus Biosynthesis. Boston, MA, USA 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact this invited lecture provided the opportunity to share our group's recent discoveries in biocatalysts with industrial leaders in this field. my presentation stimulated much discussion and led to new collaborative opportunities.
Year(s) Of Engagement Activity 2014
 
Description Invited lecture, Metabolon, Durham, NC, USA 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact this invited lecture provided the opportunity to share our group's recent discoveries in biocatalysis and bioactivity of plant antimicrobial compounds. my presentation stimulated much discussion and led to new collaborative opportunities.
Year(s) Of Engagement Activity 2015
URL http://www.metabolon.com
 
Description Invited lecture, The Ohio State University, Columbus, OH, USA 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact this was an international conference on our group's discoveries in terpene biosynthesis and the mechanism of action of plant antimicrobial compounds. my presentation stimulated much discussion and led to new collaborative opportunities.
Year(s) Of Engagement Activity 2015
 
Description Invited lecture, University of California, Davis, Department of Chemistry. Davis, CA, USA 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact his was an international conference on our group's discoveries in terpene biosynthesis of plant antimicrobial compounds. my presentation stimulated much discussion and led to new collaborative opportunities.
Year(s) Of Engagement Activity 2014
 
Description Invited lecture, University of California, Santa Cruz, Santa Cruz, CA, USA 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact this was an international conference on our group's discoveries in terpene biosynthesis and the mechanism of action of plant antimicrobial compounds. my presentation stimulated much discussion and led to new collaborative opportunities.
Year(s) Of Engagement Activity 2015
 
Description Invited lecture, University of Cologne, Institute of Botany, Cologne, Germany 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact this invited lecture was an opportunity to present our group's discoveries in terpene biosynthesis and the mechanism of action of plant antimicrobial compounds. my presentation stimulated much discussion and led to new collaborative opportunities.
Year(s) Of Engagement Activity 2014
 
Description Invited lecture, XV Brazillian Congress of Plant Physiology, Foz do Iguacu, Brazil 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact international conference on plant physiology. my presentation stimulated much discussion and led to new collaborative opportunities.
Year(s) Of Engagement Activity 2015
URL http://www.sbfv.org.br/xvcbfv/home.php
 
Description Selected presentation, Banff Conference on Plant Metabolism. Banff, Canada 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact this was an international conference on our group's discoveries in terpene biosynthesis. my presentation stimulated much discussion and led to new collaborative opportunities.
Year(s) Of Engagement Activity 2014