Understanding and exploiting the diversity of form in Miscanthus
Lead Research Organisation:
Institute of Biological, Environmental and Rural Sciences
Department Name: Plant Genetics and Breeding
Abstract
In order to tackle the problem of climate change, and address the challenge of atmospheric CO2 abatement, sustainable technologies must be developed and introduced. One of these technologies involves the use of energy crops to replace coal, oil and natural gas in direct combustion, gasification, biodiesel production, and fermentation to alcohols. The advantage of biomass over fossil fuels is that combustion releases only the carbon taken up during growth, and so the energy generated is carbon neutral. The UK government aims to generate 10% of energy from biomass by 2010 to help achieve it's obligations under the Kyoto Climate Change Agreement. Moreover biomass is the only renewable capable of providing liquid transport fuels and green chemicals and there is a UK target of 5% of transport fuels to be renewable by 2010. Miscanthus is a giant perennial grass with excellent characteristics for a biomass crop in Northern Europe as it combines rapid growth with tolerance to low temperatures. Once established, it requires minimal fertiliser input and has excellent disease resistance whilst producing a high yield of biomass annually. However a fundamental understanding of the growth and development in Miscanthus is lacking because it is a novel crop for Europe, and is now needed. Preliminary research has identified several plant characteristics of interest in relation to yield and quality of biomass. For example, plant size and shape are of paramount importance, in particular the relationship between stem diameter and height. These characteristics are already known to be readily measurable and under genetic control, and are therefore open to improvement by crop breeding. Biomass yield is directly correlated with plant height, and stem diameter is also an important character to prevent plants falling over. Currently, the most commonly planted energy crop is Miscanthus x giganteus, a naturally occurring hybrid between Miscanthus sinensis and Miscanthus sacchariflorus. The two parent species display contrasting forms: Miscanthus sinensis is compact with numerous stems while Miscanthus sacchariflorus is tall with few stems. IGER has a unique collection of Miscanthus, the most comprehensive in Europe, which includes plants with very different forms that can be used to identify the genes responsible for characteristics such as stem height and thickness. Miscanthus takes three years to become fully established, so the use of DNA sequences to predict the mature plant characteristics would greatly speed up the breeding process to increase biomass yield. This project aims to develop suitable sequences and use them to understand what controls growth and form in Miscanthus, and hence assist the breeding programme.
Technical Summary
To identify the genes which control plant morphological characteristics in Miscanthus, a wide genetic cross will be used to generate a mapping family to allow identification of QTL associated with traits such as plant height and stem diameter. This trait map will be complemented by a genetic map based on publicly available SSR markers from closely related species and a small number of markers which are available for Miscanthus in order to associate genotype with phenotype. For example, genes identified as candidates for traits of interest will be mapped to test for association with QTL and the allelic variation present in the IGER collection of >250 accessions will be studied. QTL regions to which no known genes associate will be sequenced by exploiting physical maps in related species and a Miscanthus BAC library. Alleles responsible for favourable phenotypes will be identified for use as molecular markers in marker assisted selection (MAS) at an early stage of plant development. The proposed research programme is to: 1. Screen the extensive Miscanthus germplasm collection at IGER to identify individuals divergent in morphological characteristics. 2. Generate a mapping family to identify QTL associated with stem height, diameter and number. 3. Create a genetic map using sugarcane, Sorghum and maize SSR markers especially targeted at the relevant regions of the genome. 4. Ascertain synteny in relevant regions of the genome between Miscanthus and rice and in the future Brachypodium, maize and Sorghum. 5. Identify morphology-associated candidate genes of interest and map them. 6. Clone and sequence genes of interest using a Miscanthus BAC library 7. Compare genes of interest in Miscanthus to related and model species to understand what makes a giant perennial grass develop the way it does. 8. Associate genotype with phenotype in a range of Miscanthus accessions and develop markers for alleles encoding favourable traits to be used in MAS.
Organisations
- Institute of Biological, Environmental and Rural Sciences (Lead Research Organisation)
- State University of the North of Parana (Collaboration)
- Universidade de São Paulo (Collaboration)
- University of Illinois at Urbana-Champaign (Collaboration)
- James Hutton Institute (Collaboration)
- Teagasc (Collaboration)
- HudsonAlpha Institute for Biotechnology (Collaboration)
- U.S. Department of Energy Joint Genome Institute (Collaboration)
- UNIVERSITY OF OXFORD (Collaboration)
- University of California, Berkeley (Collaboration)
- Federal University of Rio de Janeiro (Collaboration)
- Federal Institute of Rio Grande do Sul (Collaboration)
- John Innes Centre (Collaboration)
- Federal University of Paraná (Collaboration)
- Brazilian Agricultural Research Corporation (Collaboration)
- EARLHAM INSTITUTE (Collaboration)
People |
ORCID iD |
Kerrie Farrar (Principal Investigator) |
Publications
Brown J
(2013)
Bioenergy Feedstocks - Breeding and Genetics
Brown J
(2013)
Bioenergy Feedstocks - Breeding and Genetics
Cope-Selby N
(2016)
Endophytic bacteria in Miscanthus seed: implications for germination, vertical inheritance of endophytes, plant evolution and breeding
in GCB Bioenergy
Farrar K
(2014)
Understanding and engineering beneficial plant-microbe interactions: plant growth promotion in energy crops.
in Plant biotechnology journal
Farrar K
(2008)
Manipulation of plant architecture for increased biomass in Miscanthus
in Comparative Biochemistry and Physiology Part A: Molecular & Integrative Physiology
Farrar K
(2011)
Breeding for Bio-ethanol Production in Lolium perenne L.: Association of Allelic Variation with High Water-Soluble Carbohydrate Content
in BioEnergy Research
Farrar K
(2007)
Construction and screening of BAC libraries made from Brachypodium genomic DNA
in Nature Protocols
Fletcher A
(2013)
Production Factors Controlling the Physical Characteristics of Biochar Derived from Phytoremediation Willow for Agricultural Applications
in BioEnergy Research
Fletcher A
(2013)
Production Factors Controlling the Physical Characteristics of Biochar Derived from Phytoremediation Willow for Agricultural Applications
in BioEnergy Research
Harris Z
(2014)
Research Spotlight: The ELUM project: Ecosystem Land-Use Modeling and Soil Carbon GHG Flux Trial
in Biofuels
Description | BBSRC iCASE Endophytic bacteria: co-existence and chemical warfare |
Amount | £95,042 (GBP) |
Funding ID | BB/M01505X/1 |
Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
Sector | Public |
Country | United Kingdom |
Start | 09/2015 |
End | 09/2019 |
Description | BBSRC-Newton Fund Call for Virtual Joint Centres with Brazil, China and India in Agricultural Nitrogen 'Understanding and exploiting biological nitrogen fixation for improvement of Brazilian agriculture' |
Amount | £209,428 (GBP) |
Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
Sector | Public |
Country | United Kingdom |
Start | 01/2016 |
End | 12/2018 |
Description | Characterisation and exploitation of bacterial endophytes in C4 energy crops UK-Brazil partnering award |
Amount | £36 (GBP) |
Funding ID | BB/J020486/1 |
Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
Sector | Public |
Country | United Kingdom |
Start | 11/2012 |
End | 10/2016 |
Description | IBERS studentship 'Targeting extremophilic bacterial endosymbionts for plant growth promotion and phytoremediation applications' |
Amount | £54,000 (GBP) |
Organisation | Aberystwyth University |
Sector | Academic/University |
Country | United Kingdom |
Start | 01/2016 |
End | 12/2018 |
Description | Identification and characterisation of bacterial endophytes in miscanthus |
Amount | £74 (GBP) |
Funding ID | BB/G017484/1 |
Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
Sector | Public |
Country | United Kingdom |
Start | 09/2009 |
End | 09/2013 |
Description | Optimisation of Reed Canary Grass as a native European Energy Crop (ORNATE) ERANET |
Amount | £439,000 (GBP) |
Funding ID | BB/K021591/1 |
Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
Sector | Public |
Country | United Kingdom |
Start | 07/2013 |
End | 08/2016 |
Description | Optimising and sustaining biomass yield ISPG |
Amount | £1,140,000 (GBP) |
Funding ID | BBS/E/W/10963A01B |
Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
Sector | Public |
Country | United Kingdom |
Start | 03/2012 |
End | 03/2017 |
Description | Optimising biomass conversion on Miscanthus for bioenergy and industrial materials UK-Taiwan |
Amount | £25,000 (GBP) |
Funding ID | BB/L003953/1 |
Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
Sector | Public |
Country | United Kingdom |
Start | 05/2013 |
End | 05/2015 |
Description | Optimising biomass conversion on Miscanthus for bioenergy and industrial materials UK-Taiwan |
Amount | £25 (GBP) |
Funding ID | BB/L003953/1 |
Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
Sector | Public |
Country | United Kingdom |
Start | 05/2013 |
End | 05/2015 |
Description | iCASE Genomic regulation of tillering and stem nodal propagation in the energy crop Miscanthus |
Amount | £94 (GBP) |
Funding ID | BB/K012258/1 |
Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
Sector | Public |
Country | United Kingdom |
Start | 06/2014 |
End | 07/2018 |
Title | Miscanthus endophytic bacteria collection |
Description | Collection of bacterial strains isolated from Miscanthus tissues |
Type Of Material | Biological samples |
Year Produced | 2017 |
Provided To Others? | Yes |
Impact | Published 2017. In use in on-going research. |
URL | http://onlinelibrary.wiley.com/doi/10.1111/gcbb.12364/pdf |
Description | Characterisation and exploitation of bacterial endophytes in C4 energy crops |
Organisation | Universidade de São Paulo |
Department | Institute of Biomedical Sciences |
Country | Brazil |
Sector | Academic/University |
PI Contribution | BBSRC Brazil partnering award |
Start Year | 2012 |
Description | Differential expression of parental alleles in the progeny of an interspecific cross in the energy crop Miscanthus |
Organisation | Earlham Institute |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | The project aims to build a reference transcriptome for 2 Miscanthus genotypes by cDNA sequencing on 454. Variation in progeny will subsequently be analysed using deep Illumina / SOLiD transcript sequencing. |
Start Year | 2010 |
Description | Miscanthus genome |
Organisation | Earlham Institute |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Miscanthus sacchariflorus genome sequence, Miscanthus RNAseq data |
Collaborator Contribution | Miscanthus sinensis genome sequence (https://phytozome.jgi.doe.gov/pz/portal.html#!info?alias=Org_Msinensis_er), Miscanthus RNAseq data, Miscanthus molecular markers |
Impact | Publication in preparation |
Start Year | 2014 |
Description | Miscanthus genome |
Organisation | HudsonAlpha Institute for Biotechnology |
Country | United States |
Sector | Charity/Non Profit |
PI Contribution | Miscanthus sacchariflorus genome sequence, Miscanthus RNAseq data |
Collaborator Contribution | Miscanthus sinensis genome sequence (https://phytozome.jgi.doe.gov/pz/portal.html#!info?alias=Org_Msinensis_er), Miscanthus RNAseq data, Miscanthus molecular markers |
Impact | Publication in preparation |
Start Year | 2014 |
Description | Miscanthus genome |
Organisation | Teagasc |
Country | Ireland |
Sector | Public |
PI Contribution | Miscanthus sacchariflorus genome sequence, Miscanthus RNAseq data |
Collaborator Contribution | Miscanthus sinensis genome sequence (https://phytozome.jgi.doe.gov/pz/portal.html#!info?alias=Org_Msinensis_er), Miscanthus RNAseq data, Miscanthus molecular markers |
Impact | Publication in preparation |
Start Year | 2014 |
Description | Miscanthus genome |
Organisation | U.S. Department of Energy Joint Genome Institute |
Country | United States |
Sector | Public |
PI Contribution | Miscanthus sacchariflorus genome sequence, Miscanthus RNAseq data |
Collaborator Contribution | Miscanthus sinensis genome sequence (https://phytozome.jgi.doe.gov/pz/portal.html#!info?alias=Org_Msinensis_er), Miscanthus RNAseq data, Miscanthus molecular markers |
Impact | Publication in preparation |
Start Year | 2014 |
Description | Miscanthus genome |
Organisation | University of California, Berkeley |
Country | United States |
Sector | Academic/University |
PI Contribution | Miscanthus sacchariflorus genome sequence, Miscanthus RNAseq data |
Collaborator Contribution | Miscanthus sinensis genome sequence (https://phytozome.jgi.doe.gov/pz/portal.html#!info?alias=Org_Msinensis_er), Miscanthus RNAseq data, Miscanthus molecular markers |
Impact | Publication in preparation |
Start Year | 2014 |
Description | Miscanthus genome |
Organisation | University of Illinois at Urbana-Champaign |
Country | United States |
Sector | Academic/University |
PI Contribution | Miscanthus sacchariflorus genome sequence, Miscanthus RNAseq data |
Collaborator Contribution | Miscanthus sinensis genome sequence (https://phytozome.jgi.doe.gov/pz/portal.html#!info?alias=Org_Msinensis_er), Miscanthus RNAseq data, Miscanthus molecular markers |
Impact | Publication in preparation |
Start Year | 2014 |
Description | UK-Brazil Nitrogen Fixation Centre (BBSRC-CONFAP VJC Nitrogen) |
Organisation | Brazilian Agricultural Research Corporation |
Department | Embrapa Agrobiologia |
Country | Brazil |
Sector | Private |
PI Contribution | WP2.2 Isolate and characterize epiphytic and endophytic bacteria from C4 plants and select the most efficient strains in terms of plant growth promotion WP2.3 Molecular tagging to visualise colonisation and localisation in planta WP2.4 Phenomics analysis of plant growth in response to inoculation under limited nitrogen and/or water WP3 Identify genetic components required for efficient crop-microbe interactions |
Collaborator Contribution | WP1 Strategies for engineering ammonium excretion in diazotrophic endophytes WP2.1 Devise selection strategies to isolate efficient endophytes using serial inoculation WP2.5 Quantitate nitrogen fixation using 15N WP4. Evaluate the effectiveness of inoculants in field trials |
Impact | UK-Brazil Nitrogen Fixation Centre (BBSRC-CONFAP). We are a virtual joint centre working to develop innovative technologies to increase crop productivity in Brazil using nitrogen-fixing bacteria as a sustainable source of fixed nitrogen. In turn this will reduce the input of chemical fertilisers in agriculture and mitigate the environmental and economic impacts of reactive nitrogen pollution. |
Start Year | 2016 |
Description | UK-Brazil Nitrogen Fixation Centre (BBSRC-CONFAP VJC Nitrogen) |
Organisation | Federal Institute of Rio Grande do Sul |
Country | Brazil |
Sector | Academic/University |
PI Contribution | WP2.2 Isolate and characterize epiphytic and endophytic bacteria from C4 plants and select the most efficient strains in terms of plant growth promotion WP2.3 Molecular tagging to visualise colonisation and localisation in planta WP2.4 Phenomics analysis of plant growth in response to inoculation under limited nitrogen and/or water WP3 Identify genetic components required for efficient crop-microbe interactions |
Collaborator Contribution | WP1 Strategies for engineering ammonium excretion in diazotrophic endophytes WP2.1 Devise selection strategies to isolate efficient endophytes using serial inoculation WP2.5 Quantitate nitrogen fixation using 15N WP4. Evaluate the effectiveness of inoculants in field trials |
Impact | UK-Brazil Nitrogen Fixation Centre (BBSRC-CONFAP). We are a virtual joint centre working to develop innovative technologies to increase crop productivity in Brazil using nitrogen-fixing bacteria as a sustainable source of fixed nitrogen. In turn this will reduce the input of chemical fertilisers in agriculture and mitigate the environmental and economic impacts of reactive nitrogen pollution. |
Start Year | 2016 |
Description | UK-Brazil Nitrogen Fixation Centre (BBSRC-CONFAP VJC Nitrogen) |
Organisation | Federal University of Paraná |
Country | Brazil |
Sector | Academic/University |
PI Contribution | WP2.2 Isolate and characterize epiphytic and endophytic bacteria from C4 plants and select the most efficient strains in terms of plant growth promotion WP2.3 Molecular tagging to visualise colonisation and localisation in planta WP2.4 Phenomics analysis of plant growth in response to inoculation under limited nitrogen and/or water WP3 Identify genetic components required for efficient crop-microbe interactions |
Collaborator Contribution | WP1 Strategies for engineering ammonium excretion in diazotrophic endophytes WP2.1 Devise selection strategies to isolate efficient endophytes using serial inoculation WP2.5 Quantitate nitrogen fixation using 15N WP4. Evaluate the effectiveness of inoculants in field trials |
Impact | UK-Brazil Nitrogen Fixation Centre (BBSRC-CONFAP). We are a virtual joint centre working to develop innovative technologies to increase crop productivity in Brazil using nitrogen-fixing bacteria as a sustainable source of fixed nitrogen. In turn this will reduce the input of chemical fertilisers in agriculture and mitigate the environmental and economic impacts of reactive nitrogen pollution. |
Start Year | 2016 |
Description | UK-Brazil Nitrogen Fixation Centre (BBSRC-CONFAP VJC Nitrogen) |
Organisation | Federal University of Rio de Janeiro |
Country | Brazil |
Sector | Academic/University |
PI Contribution | WP2.2 Isolate and characterize epiphytic and endophytic bacteria from C4 plants and select the most efficient strains in terms of plant growth promotion WP2.3 Molecular tagging to visualise colonisation and localisation in planta WP2.4 Phenomics analysis of plant growth in response to inoculation under limited nitrogen and/or water WP3 Identify genetic components required for efficient crop-microbe interactions |
Collaborator Contribution | WP1 Strategies for engineering ammonium excretion in diazotrophic endophytes WP2.1 Devise selection strategies to isolate efficient endophytes using serial inoculation WP2.5 Quantitate nitrogen fixation using 15N WP4. Evaluate the effectiveness of inoculants in field trials |
Impact | UK-Brazil Nitrogen Fixation Centre (BBSRC-CONFAP). We are a virtual joint centre working to develop innovative technologies to increase crop productivity in Brazil using nitrogen-fixing bacteria as a sustainable source of fixed nitrogen. In turn this will reduce the input of chemical fertilisers in agriculture and mitigate the environmental and economic impacts of reactive nitrogen pollution. |
Start Year | 2016 |
Description | UK-Brazil Nitrogen Fixation Centre (BBSRC-CONFAP VJC Nitrogen) |
Organisation | James Hutton Institute |
Department | Ecological Sciences |
Country | United Kingdom |
Sector | Charity/Non Profit |
PI Contribution | WP2.2 Isolate and characterize epiphytic and endophytic bacteria from C4 plants and select the most efficient strains in terms of plant growth promotion WP2.3 Molecular tagging to visualise colonisation and localisation in planta WP2.4 Phenomics analysis of plant growth in response to inoculation under limited nitrogen and/or water WP3 Identify genetic components required for efficient crop-microbe interactions |
Collaborator Contribution | WP1 Strategies for engineering ammonium excretion in diazotrophic endophytes WP2.1 Devise selection strategies to isolate efficient endophytes using serial inoculation WP2.5 Quantitate nitrogen fixation using 15N WP4. Evaluate the effectiveness of inoculants in field trials |
Impact | UK-Brazil Nitrogen Fixation Centre (BBSRC-CONFAP). We are a virtual joint centre working to develop innovative technologies to increase crop productivity in Brazil using nitrogen-fixing bacteria as a sustainable source of fixed nitrogen. In turn this will reduce the input of chemical fertilisers in agriculture and mitigate the environmental and economic impacts of reactive nitrogen pollution. |
Start Year | 2016 |
Description | UK-Brazil Nitrogen Fixation Centre (BBSRC-CONFAP VJC Nitrogen) |
Organisation | John Innes Centre |
Department | Molecular Microbiology |
Country | United Kingdom |
Sector | Private |
PI Contribution | WP2.2 Isolate and characterize epiphytic and endophytic bacteria from C4 plants and select the most efficient strains in terms of plant growth promotion WP2.3 Molecular tagging to visualise colonisation and localisation in planta WP2.4 Phenomics analysis of plant growth in response to inoculation under limited nitrogen and/or water WP3 Identify genetic components required for efficient crop-microbe interactions |
Collaborator Contribution | WP1 Strategies for engineering ammonium excretion in diazotrophic endophytes WP2.1 Devise selection strategies to isolate efficient endophytes using serial inoculation WP2.5 Quantitate nitrogen fixation using 15N WP4. Evaluate the effectiveness of inoculants in field trials |
Impact | UK-Brazil Nitrogen Fixation Centre (BBSRC-CONFAP). We are a virtual joint centre working to develop innovative technologies to increase crop productivity in Brazil using nitrogen-fixing bacteria as a sustainable source of fixed nitrogen. In turn this will reduce the input of chemical fertilisers in agriculture and mitigate the environmental and economic impacts of reactive nitrogen pollution. |
Start Year | 2016 |
Description | UK-Brazil Nitrogen Fixation Centre (BBSRC-CONFAP VJC Nitrogen) |
Organisation | State University of the North of Parana |
Country | Brazil |
Sector | Academic/University |
PI Contribution | WP2.2 Isolate and characterize epiphytic and endophytic bacteria from C4 plants and select the most efficient strains in terms of plant growth promotion WP2.3 Molecular tagging to visualise colonisation and localisation in planta WP2.4 Phenomics analysis of plant growth in response to inoculation under limited nitrogen and/or water WP3 Identify genetic components required for efficient crop-microbe interactions |
Collaborator Contribution | WP1 Strategies for engineering ammonium excretion in diazotrophic endophytes WP2.1 Devise selection strategies to isolate efficient endophytes using serial inoculation WP2.5 Quantitate nitrogen fixation using 15N WP4. Evaluate the effectiveness of inoculants in field trials |
Impact | UK-Brazil Nitrogen Fixation Centre (BBSRC-CONFAP). We are a virtual joint centre working to develop innovative technologies to increase crop productivity in Brazil using nitrogen-fixing bacteria as a sustainable source of fixed nitrogen. In turn this will reduce the input of chemical fertilisers in agriculture and mitigate the environmental and economic impacts of reactive nitrogen pollution. |
Start Year | 2016 |
Description | UK-Brazil Nitrogen Fixation Centre (BBSRC-CONFAP VJC Nitrogen) |
Organisation | University of Oxford |
Department | Department of Plant Sciences |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | WP2.2 Isolate and characterize epiphytic and endophytic bacteria from C4 plants and select the most efficient strains in terms of plant growth promotion WP2.3 Molecular tagging to visualise colonisation and localisation in planta WP2.4 Phenomics analysis of plant growth in response to inoculation under limited nitrogen and/or water WP3 Identify genetic components required for efficient crop-microbe interactions |
Collaborator Contribution | WP1 Strategies for engineering ammonium excretion in diazotrophic endophytes WP2.1 Devise selection strategies to isolate efficient endophytes using serial inoculation WP2.5 Quantitate nitrogen fixation using 15N WP4. Evaluate the effectiveness of inoculants in field trials |
Impact | UK-Brazil Nitrogen Fixation Centre (BBSRC-CONFAP). We are a virtual joint centre working to develop innovative technologies to increase crop productivity in Brazil using nitrogen-fixing bacteria as a sustainable source of fixed nitrogen. In turn this will reduce the input of chemical fertilisers in agriculture and mitigate the environmental and economic impacts of reactive nitrogen pollution. |
Start Year | 2016 |