Metagenomics for new enzyme discovery and industrial biocatalysis

Lead Research Organisation: University College London
Department Name: Biochemical Engineering

Abstract

The aim of the proposed research is to find new enzymes that have potential uses in industry by searching for the genes for these enzymes in the DNA extracted directly from soil, compost or other environments. Enzymes are very useful in biocatalysis which is a sustainable method of making chemicals in industry. If enzymes are used the eventual industrial process can be cleaner and greener as it avoids the use of toxic reagents such as metals needed for many chemical catalysis steps, and often uses water-based systems. Biocatalysis can also replace several steps in a chemical process with one enzyme step due to their selectivity and this has a major effect of saving money and time in the overall process for making high value chemicals such as bioactive compounds in the fine chemical and pharmaceutical industry.

We will use a technique called metagenomics to find new enzymes for biocatalysis. Many enzymes are derived from microbial sources and these would normally be found by growing bacteria on agar plates and analysing the enzymes they contain using special assays. However, several years ago scientists studying soil microorganisms found that there was a very large difference between the numbers of bacteria they could grow from a soil sample compared with the numbers they could identify by analysing the DNA from the same quantity of soil. These DNA techniques showed that there were over 1,000 times more bacteria in the soil than can be grown on agar plates. So by using plating and growth techniques to find bacteria for biocatalytic enzymes were are missing over 99.9% of the potential enzymes.

A technique called metagenomics was developed by several researchers which started with the extraction of DNA directly from a soil sample and this DNA would potentially contain all the genes of the bacteria including the genes from bacteria that cannot be grown in the laboratory. We will use this metagenomic technique to isolate DNA from soils and other environmental samples. The metagenomic DNA will be sequenced and potential genes for biocatalysis will be searched for using computer based techniques to analyse the metagenome. When we find what could be useful genes we will amplify the gene from a sample of the metagenomic DNA and put the amplified gene into a laboratory bacterium that we can grow in large amounts and test the activity of the new biocatalytic enzyme. We call this overall method Functional Metagenomics.

The new biocatalysts will be tested in collaboration with researchers at Almac who use enzymes and chemistry to make pharmaceutical compounds. We will test the range of reactions the new biocatalysts can perform and test the chemicals made.

A new concept called enrichment metagenomics will also be investigated where we will enrich for bacteria able to use a specific compound before doing the metagenomics. This has the potential to increase the number of bacteria with the desired biocatalytic enzyme.

Another new concept called cDNA metagenomics will be tested where we extract messenger RNA from the sample and convert this into what is known as cDNA. This technique will allow us to look for genes from the microorganisms such as soil fungi that have introns in their DNA. This could enable us to find a hitherto unaccessed pool of new enzymes for biocatalysis.

Technical Summary

Biocatalysis is a powerful tool in the manufacture of fine chemicals and pharmaceutical compounds. Industry needs new classes of enzymes such as transaminases, reductases and oxygenases for biocatalysis and new ways of finding such enzymes. We have been working on ways of mining microbial metagenomes for genes encoding enzymes of use in biocatalysis. The metagenome comprises all the DNA from an environment such as a soil sample. Metagenomics allows us to access all of the bacteria that exist in the environment as studies show that we can only culture less than 0.1% of the organisms from soils and less than 0.01% of the organisms in sea water so we cannot ever access all the diversity in the environment by plating in the lab.

We will use next generation DNA sequencing to sequence the metagenomes from e.g. soils, mud, and composts and assemble contiguous DNA fragments comprising of at least gene sized double stranded DNA segments. This contig library can be searched for any enzyme type by BLAST or Pfam searches and the enzyme coding regions can be easily amplified by PCR from the metagenomic DNA. We will collaborate with the participating company Almac in the screening of the cloned and expressed enzyme libraries and develop some new two-step enzyme cascades using the pool of new enzymes.

We will also test 2 new hypotheses in this work, one is the use of enrichment metagenomics where we will add a particular compound to an environmental sample to enrich for microorganisms that might transform the compound. The we will apply our functional metagenomic methods to the isolation of enzyme genes and by sequencing the metagenome before and after the enrichment we can establish if we have enriched for the target genes. The other is using mRNA extracted from the metagenome and converting this to cDNA. This can potentially access fungal enzymes that would be missed in our normal functional metagenomics pipeline due to the presence of introns in the fungal genome.

Planned Impact

The project will have impact in each of the areas defined by the BBSRC: economy, society, knowledge and people. In terms of economic impact the benefits for the partner company Almac will arise from access to project deliverables (new methodologies to biocatalysts, new biocatalysts and synthetic routes), resulting in new market opportunities in the UK and overseas. The data will also be made available (after IP protection) to the wider academic and industrial community via publication and dissemination at meetings.

The societal impact will arise from the development of methods to identify new enzymes and the use of these enzymes in the UK that will lead to job creation and inward R&D investment at Almac and elsewhere. The use of biocatalysis in the chemical and pharmaceutical industry is growing, but is limited by the number of available enzymes: this project will overcome this problem and may result in the wider use of biocatalysis by companies. Beneficiaries of this work therefore extends beyond the immediate participants. It will benefit the UK economy by sustaining high-level research and the growth potential, and will aid in the delivery of new jobs. Successfully developed technology and improved enzymes will be promoted widely within the pharmaceutical and fine chemical industries, in addition to internal use, such that take-up could result in improved manufacturing processes for these customers, with accompanying cost benefit. There is significant competition from Asia for simple chemistry services, and for Almac and other companies to be competitive they must now tackle higher value products and services using differentiating technologies such as biocatalysis. Successful completion of this programme of work will help support the growth and financial stability of Northern Ireland's knowledge economy. The enchanced products and services offering will bring direct revenues to Almac Sciences and UCL, leading to business growth and stability. This in turn will lead to job security leading to wider benefits for the UK.

By identifying new enzymes and methods for sustainable synthesis, these resources will assist the UK government meet its targets on greenhouse gas emissions and help mitigate the negative environmental effects of global warming. In addition, if new or existing chemicals and medicines are made more sustainably and cheaply this will impact positively on the general public. The impact of knowledge generation from the research will arise from publication of new scientific advances and public outreach activities. Finally the impact on people will arise from training and career development of the PDRAs and provision of skilled scientists in the industrial biotechnology sector.

Publications

10 25 50
 
Description Several classes of novel enzymes have been mined from metagenomic DNA such as tongue, oral cavity, soils and a drain.
The enzymes have been used to develop enzymic cascades for the synthesis of novel compounds and for the greener synthesis of known compounds
Exploitation Route Almac, the collaborating company and other companies can use the enzymes in their inducstrial manufacturing processes. Some enzymes are already being used by Almac.
Sectors Agriculture, Food and Drink,Chemicals,Education,Energy,Environment,Healthcare,Pharmaceuticals and Medical Biotechnology

URL http://www.ucl.ac.uk/chemistry/people/helen-hailes
 
Description Cloned enzymes from the project have been sent to and used by Almac Sciences and the association has been reported on in their company newsletter to all their clients. The methods that were developed during this grant have been used by us in the analysis of several new metagenomes from varied environmental niches. These have included high salt locations and Antarctic samples. This has allowed us to find many new enzymes in the classes that we were already looking into such as transaminases, ene-reductases, cytochrome P450s and we have been able to apply the methods to mine for enzymes for new grant funded projects such as the N- and O- methyl transferases and PETases. The ability to look into the complete range of genes in an environment has allowed us to revisit the meta genome libraries to look into contaminated environments and see what enzyme classes and bacterial species are more prevalent in one environment versus another.
First Year Of Impact 2015
Sector Agriculture, Food and Drink,Chemicals,Healthcare,Manufacturing, including Industrial Biotechology,Pharmaceuticals and Medical Biotechnology
Impact Types Economic,Policy & public services

 
Description 17-ERACoBioTech Enzyme platform for the synthesis of chiral aminoalcohols
Amount £437,190 (GBP)
Funding ID BB/R021627/1 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 05/2018 
End 04/2021
 
Description 17-ERACoBioTech Methyl Transferases for the Functional Diversification of Bioactives: BioDiMet
Amount £1,911,000 (GBP)
Funding ID BB/R021643/1 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 04/2018 
End 04/2021
 
Description H2020 956631 MSCA ITN 2020 CC-TOP
Amount € 3,971,466 (EUR)
Funding ID 956631 
Organisation European Commission H2020 
Sector Public
Country Belgium
Start 03/2021 
End 02/2025
 
Description Innovate UK Health and Life Sciences Round 1
Amount £585,195 (GBP)
Funding ID 84474-536277 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 05/2017 
End 04/2019
 
Description UKRI Creative Circular Plastic
Amount £1,009,939 (GBP)
Funding ID EP/S024883/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 01/2019 
End 06/2020
 
Title Refining methods for multiple enzyme expression for developing enzyme cascades. 
Description The need for building multiple enzyme cascades or short pathways is central to several areas of biocatalysts and synthetic biology. We have used the developments made in this grant and extended these to the research in several other grant funded areas. We can use comparable plasmids to co-express two or more enzymes in the same cell and we have been building short operons where all the genes are expressed from a single promoter on the same mRNA. With the comparable plasmid approach we can adjust the amount of each of the expressed enzymes by choosing plasmid replicons of different copy numbers as well as using different strength promoters. With the operon constructions we can ensure that all the enzymes are expressed at the same time and largely to the same levels. 
Type Of Material Technology assay or reagent 
Provided To Others? Yes  
Impact The application of the methods and concepts described above has allowed us to create stable expression strains that don't need any antibiotic in continuous cultures. We have been able to balance the three different enzymes needed for functional cytochrome P450 expression. The technology is central now to several areas of our research for the synthesis of chiral small molecules for alkaloids, chiral amines and methyl transferases where several enzymes are needed to build the complex final compound. In several cases this can compete very favourably with synthetic organic chemistry pathways and in one example an 8 step chemical pathway was achieved in a three step enzyme pathway. 
 
Description Tralaminol 
Organisation Technical University of Darmstadt
Department Department of Chemistry
Country Germany 
Sector Academic/University 
PI Contribution We used our knowledge and capabilities in metagenomics to search for new enzymes for the transaminases and IREDs
Collaborator Contribution The partners used some of the enzymes in their assays and cascades and to test our enzymes alongside ours.
Impact There have been meeting contributions and papers by others in the collaboration.
Start Year 2017
 
Description An invited talk entitled 'Green Chemistry: Enzymatic and Chemoenzymatic Strategies in Synthesis', at the 10th Choshu-London Symposium, Yamaguchi University, Japan, on 15th March 2018. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Part of the Tohoku Organic Chemistry Symposium, Tohoku University, Sendai, Japan, on 12th March 2018
Year(s) Of Engagement Activity 2018
 
Description An invited talk entitled 'Green Chemistry: Enzymatic and Chemoenzymatic Strategies in Synthesis', at the Tohoku Organic Chemistry Symposium, Tohoku University, Sendai, Japan, on 12th March 2018 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact A short lecture talk in Japan to enhance collaborations.
Year(s) Of Engagement Activity 2018
 
Description Conference presentation entitled 'Biocatalytic Routes to Amines' at the Catalysis Hub 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact To highlight to the catalysis community how amines, including alkaloids, can be formed using biocatalysts
Year(s) Of Engagement Activity 2018
URL https://www.rc-harwell.ac.uk/uk-catalysis-hub-summer-conference-2018
 
Description Departmental seminar at Oxford entitled 'The use of enzymes for C-C bond formation and amine synthesis' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Postgraduate students
Results and Impact Departmental seminar to PDRAs, lecturers, postgraduates, undergraduates
Year(s) Of Engagement Activity 2018
 
Description Innovation & Sustainability Chemistry Consortium invited talk on Zoom 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Invited talk entitled 'Strategies for the Sustainable Synthesis of Chiral Compounds through Biocatalysis' at India-UK ISCC: Innovation & Sustainability Chemistry Consortium, 20th April 2021 (on zoom).
Year(s) Of Engagement Activity 2021
 
Description Invited lecture at Protein Engineering CONGRESS EU in Frankfurt 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Invited lecture entitled 'Synthesising Chiral Compounds by Leveraging Sustainable Biocatalysts' at Protein Engineering CONGRESS EU in Frankfurt on 12-13th November 2019
Year(s) Of Engagement Activity 2019
 
Description Invited lecture at the Gordon Research Conference on Synthetic Biology held in Waterville Valley USA 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Invited lecture entitled 'Enzymatic approaches to natural and non-natural alkaloids' at the Gordon Research Conference on Synthetic Biology held in Waterville Valley USA, on 16th July 2019. There followed interesting discussion on building pathways.
While at the conference I also presented the GRC 'Power Hour' which aims to discuss issues related to equality and diversity.
Year(s) Of Engagement Activity 2019
URL https://www.grc.org/synthetic-biology-conference/2019/
 
Description Invited seminar at a University 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Postgraduate students
Results and Impact Invited seminar entitled 'Biocatalytic amine synthesis: from single step reactions to enzyme cascades' 17th May 2021 at Cardiff School of Chemistry (on zoom).
Year(s) Of Engagement Activity 2021
 
Description Invited talk at AmineBiocat4.0 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Talk entitled 'Biocatalytic amine synthesis: from single step reactions to enzyme cascades,', on 17th February 2020. After, I discussed opportunities to collaborate with european researchers in the field.
Year(s) Of Engagement Activity 2020
URL https://aminebiocat4.com/2019/06/27/welcome-to-amine-biocatalysis-4-0/
 
Description Inward mission on industrial biotechnology: 12 Feb 2018 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Indian Industrial Biotech delegation at the UCL and will lead to some connections towards UK-India partnerships in future.
Attendees
· Dr. Annamma Anil Odaneth: Assistant Professor, Department of Biotechnology DBT- Institute of Chemical Technologies - Centre for Energy Biosciences, Institute of Chemical Technology, Mumbai, India: E: a.dbtceb@gmail.com
· Dr Pramod Wangikar: Professor, Department of Chemical Engineering, Wadhwani Research Center for Bioengineering, Indian Institute of Technology Bombay Mumbai , India: E: wangikar@iitb.ac.in
· Dr Rajkumar Rajagopal: Founder & Managing Director, Cellzyme Biotech India Pvt Ltd, Coimbatore, India: E: rajkumar77@gmail.com
· Dr Syed Shams Yazdani: Group Leader, Microbial Engineering, Group Coordinator, DBT-ICGEB Centre for Advanced Bio-Energy Research, International Centre for Genetic Engineering and Biotechnology, ICGEB, New Delhi : E: ssyazdani@gmail.com
Year(s) Of Engagement Activity 2018
 
Description Plenary Lecture at Biotrans 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Plenary talk entitled 'Biocatalytic Single-Step Reactions and Enzyme Cascades'
Year(s) Of Engagement Activity 2019
URL https://biotrans2019.com/
 
Description Plenary lecture Firbush 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Talk entiled 'Biocatalytic amine synthesis and C-C bond formation: from single step reactions to enzyme cascades' at the 18th RSC Chemical Biology and Bioorganic Chemistry Firbush Symposium on the 6th September 2019
Year(s) Of Engagement Activity 2019
URL https://www.rsc.org/events/detail/39563/the-18th-rsc-chemical-biology-and-bioorganic-group-cbbg-firb...
 
Description Royal Society of Chemistry sponsored seminar at the Department of Biosciences, Exeter 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Undergraduate students
Results and Impact An invited RSC sponsored seminar entitled 'Biocatalytic Strategies to Isoquinoline Alkaloids' at the Department of Biosciences, Exeter. Discussion with undergraduates after the talk about using biocatalysts to make pharmaceuticals
Year(s) Of Engagement Activity 2017
 
Description Seminar at Leeds 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Postgraduate students
Results and Impact A talk entitles 'Sustainable synthesis using enzymes: from discovery to applications' to undergraduates and postgraduates
Year(s) Of Engagement Activity 2019
 
Description Talk at an international conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact A talk entitled 'Biocatalytic routes to tetraisoquinoline alkaloids using norcoclaurine synthases', at Biotrans2017, Budapest, Hungary
Year(s) Of Engagement Activity 2017
 
Description University visit (Warwick) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Undergraduate students
Results and Impact Seminat at Warwick University to undergraduates and postgraduates entitled 'The use of enzymes for C-C bond formation and amine synthesis' describing the results arising from this project
Year(s) Of Engagement Activity 2017
 
Description Workshop and seminars in ICESI 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Postgraduate students
Results and Impact A on day workshop with presentations from all of the CoI and PI on the grant. There were presentations from the PhD and postdoctoral researchers and a discussion with the audience. We had informal meetings with sugar cane and sugar producing companies. There were meetings with researchers between different areas of technical expertise and a sharing of methodologies for future collaboration.
We spent two further days visiting two sugar cane farms where anaerobic digesters are being set up and a day at a landfill site where there is a plan to pipe the methane out of the landfill and Anaerotechnologies and ICESI will assist in the planning and potential implementation of this technology.
Year(s) Of Engagement Activity 2018