The Generation Gap - Mechanisms of maternal control on grain
Lead Research Organisation:
University of Dundee
Department Name: School of Life Sciences
Abstract
Understanding grain production in cereals is vital to safeguard food security in our changing world. Barley is a widely grown global cereal of vast economic importance to our country, and a powerful experimental system to identify and characterise processes that influence grain yield and quality. We recently revealed the importance of two master regulatory factors in barley which alter the balance between growth and survival of protective and nutritive maternal tissues versus the starchy, calorie-rich filial tissues filling the grain. We hypothesise that shifting this balance away from maternal tissues by limiting their size and promoting their elimination, provides the nutrients and space needed to increase grain size and weight. We speculate that the regulation of this balance may differ between wild and cultivated barleys, potentially explaining improved grain of cultivated barley. We predict that this process works by controlling gene expression and signalling across grain tissues, but the exact mechanisms remain unclear.
Part of the reason for this knowledge gap is that testing our predictions is tricky: grain is a mix of these tissues and regulatory factors act both early and late, complicating and confounding accurate assessments of tissue and time-specific events and their effects on grain. We propose to surmount these challenges by applying two leading-edge technologies in barley. First, we will use single cell RNA sequencing to measure gene expression within individual cells followed by computational clustering to build cell populations and analysis of how these change throughout grain development. Second, we will apply new inducible expression systems to change the activity of regulatory factors at specific times to tease apart the importance of early versus late functions on grain parameters. We will also combine these approaches to assess the influence of regulatory factors activated in specific tissues on the gene expression in neighbouring and distant tissues. Finally, we will explore how these cell populations differ between wild and cultivated barleys and test the functional relevance of wild and cultivated regulatory factors to grain parameters. Taken together, our work will define the developmental trajectories of grain tissues and their responses to regulatory factors controlling maternal versus filial growth and survival, significantly advancing our understanding of cereal grain development.
Part of the reason for this knowledge gap is that testing our predictions is tricky: grain is a mix of these tissues and regulatory factors act both early and late, complicating and confounding accurate assessments of tissue and time-specific events and their effects on grain. We propose to surmount these challenges by applying two leading-edge technologies in barley. First, we will use single cell RNA sequencing to measure gene expression within individual cells followed by computational clustering to build cell populations and analysis of how these change throughout grain development. Second, we will apply new inducible expression systems to change the activity of regulatory factors at specific times to tease apart the importance of early versus late functions on grain parameters. We will also combine these approaches to assess the influence of regulatory factors activated in specific tissues on the gene expression in neighbouring and distant tissues. Finally, we will explore how these cell populations differ between wild and cultivated barleys and test the functional relevance of wild and cultivated regulatory factors to grain parameters. Taken together, our work will define the developmental trajectories of grain tissues and their responses to regulatory factors controlling maternal versus filial growth and survival, significantly advancing our understanding of cereal grain development.
Technical Summary
This proposal investigates the contribution of pre- and post-fertilisation developmental events in maternal tissues to grain development in barley. We build on our recent discovery that two transcription factors in barley, HvAP2 and HvMADS29, control grain size and shape, and regulate the growth, differentiation and/or death of the hull and ovary tissues. Here, we will evaluate a potential mechanistic relationship of maternal regulators to coordinate tissue growth and survival in the grain.
We hypothesise that tissue transcriptomes will reflect this relationship and predict that these are responsive to regulation by HvAP2 and HvMADS29. To test this prediction we will define, for the first time, cell-specific transcriptomes within pre- and post-fertilisation cereal ovaries by single cell RNAseq (scRNAseq) and computational clustering to build cell populations with similar transcriptomic states and analyse how these states change over time and in response to loss of HvAP2 or HvMADS29 function. Furthermore, we will exploit a heat-inducible Cre-lox gene expression system to restore maternal regulators at specific developmental stages in loss of function mutants to assess responses in the grain size and shape and in cell-specific transcriptomes.
We also hypothesise that grain shape differences in wild compared to cultivated barley may reflect altered maternal tissue developmental processes. We will explore this idea by characterising maternal tissue development by histology approaches followed by scRNAseq on wild barley tissues. Comparative analyses with cultivated grain will reveal conserved and diverged developmental transcriptomic trajectories which may contribute to differences in wild compared to cultivated grain. We will select diverse allelic variation in wild maternal tissue regulators and assess their function in cultivated germplasm by accelerating introgression lines.
We hypothesise that tissue transcriptomes will reflect this relationship and predict that these are responsive to regulation by HvAP2 and HvMADS29. To test this prediction we will define, for the first time, cell-specific transcriptomes within pre- and post-fertilisation cereal ovaries by single cell RNAseq (scRNAseq) and computational clustering to build cell populations with similar transcriptomic states and analyse how these states change over time and in response to loss of HvAP2 or HvMADS29 function. Furthermore, we will exploit a heat-inducible Cre-lox gene expression system to restore maternal regulators at specific developmental stages in loss of function mutants to assess responses in the grain size and shape and in cell-specific transcriptomes.
We also hypothesise that grain shape differences in wild compared to cultivated barley may reflect altered maternal tissue developmental processes. We will explore this idea by characterising maternal tissue development by histology approaches followed by scRNAseq on wild barley tissues. Comparative analyses with cultivated grain will reveal conserved and diverged developmental transcriptomic trajectories which may contribute to differences in wild compared to cultivated grain. We will select diverse allelic variation in wild maternal tissue regulators and assess their function in cultivated germplasm by accelerating introgression lines.
| Title | Investigating barley growth and development video |
| Description | This video highlights work by PhD and PDRA team members in my lab, with a focus on our internode and grain biology |
| Type Of Art | Film/Video/Animation |
| Year Produced | 2024 |
| Impact | Views from the public. |
| URL | https://www.youtube.com/watch?v=Vkl9GrbGqms |
| Description | One of our research's main objectives was to define gene expression during grain formation and develop computational pipelines for these data. Following multiple trials we pursued single nuclei sequencing (snRNAseq), a reliable method for recalcitrant tissues. We adapted this technique for developing barley grain. We now have datasets and an established computational pipeline. We are currently analysing these data. We expect to complement this work with spatial validation during the last part of this grant. This will provide the most precise understanding of gene expression during grain formation in a temperate cereal. Other objectives included identification of the causal genes for a selection grain mutants . We have now identified two candidate genes as encoding proteins involved in trafficking, suggesting a new developmental role for these regulators, with final validation experiments in process. We also discovered a new hormonal control of maternal tissue growth during grain development. A final objective was to understand gene expression in wild barley and assess the influence of wild vs cultivated maternal regulators on grain formation. We plan final experiments to address wild barley grain transcriptomes and have conclusively that maternal control is the dominant mechanism regulating grain parameters regardless of wild versus domesticated origin. We also showed that variation in key maternal regulators do not explain divergence between wild and domesticated barley. We since exploited powerful genetic resources which show a promising genetic element controlling grain size from wild germplasm. We have narrowed the region to a relatively small interval and hope to identify the underling gene going forward. Taken together, we are making excellent progress and are broadly meeting our original aims. |
| Exploitation Route | Outputs from this work are already feeding into new grant applications by the PI as well as PhD student projects. We expect to share all these data upon publication which will help inform other researchers. We also hope that our work identifying new genes from diverse barley lines which impact grain size could be mobilised in breeding to improve yield. |
| Sectors | Agriculture Food and Drink |
| Description | Membership on BBSRC Response Mode Funding Panel |
| Geographic Reach | National |
| Policy Influence Type | Participation in a guidance/advisory committee |
| Impact | Contribute to the operation of BBSRC |
| Description | Advancing production of malting hybrid barley via conditional male sterility Hy Barley |
| Amount | £119,935 (GBP) |
| Funding ID | BB/Z51620X/1 |
| Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
| Sector | Public |
| Country | United Kingdom |
| Start | 08/2024 |
| End | 09/2028 |
| Description | Australia Partnering Award: International pooling for advanced cereal science - IPAC |
| Amount | £47,766 (GBP) |
| Funding ID | BB/V018299/1 |
| Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
| Sector | Public |
| Country | United Kingdom |
| Start | 04/2022 |
| End | 03/2025 |
| Description | China Scholarship Council - Wenhao Wu |
| Amount | £80,000 (GBP) |
| Organisation | Government of China |
| Sector | Public |
| Country | China |
| Start | 08/2023 |
| End | 08/2027 |
| Description | China Scholarship Council Joint Studentship -Jian Luo |
| Amount | £38,372 (GBP) |
| Organisation | Government of China |
| Sector | Public |
| Country | China |
| Start | 01/2023 |
| End | 12/2024 |
| Description | EASTBIO PhD Studentship - Laura Pugh |
| Amount | £100,000 (GBP) |
| Funding ID | BB/M010996/1 |
| Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
| Sector | Public |
| Country | United Kingdom |
| Start | 08/2020 |
| End | 03/2025 |
| Description | Facing Forwards - Understanding epidermal development in cereals |
| Amount | £1,164,671 (GBP) |
| Funding ID | BB/Y001850/1 |
| Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
| Sector | Public |
| Country | United Kingdom |
| Start | 01/2024 |
| End | 12/2026 |
| Description | Machine learning based image analysis for phenotyping to speed up barley breeding |
| Amount | £117,839 (GBP) |
| Funding ID | BB/Y513659/1 |
| Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
| Sector | Public |
| Country | United Kingdom |
| Start | 08/2023 |
| End | 09/2027 |
| Description | Sainsbury PhD Studentship - Alanna McCutcheon |
| Amount | £138,000 (GBP) |
| Organisation | Gatsby Charitable Foundation |
| Sector | Charity/Non Profit |
| Country | United Kingdom |
| Start | 08/2024 |
| End | 08/2028 |
| Title | Generation of genetic resources to study grain development in barley |
| Description | Our partners at the University of Adelaide are generating gene-edited lines in targets selected based on our research findings. These materials will be available for our study during and following a planned research visit to the University of Adelaide in 2024 |
| Type Of Material | Biological samples |
| Year Produced | 2024 |
| Provided To Others? | No |
| Impact | Impacts are still to be determined and will depend on the lines. |
| Title | single nuclei isolation for barley in preparation for droplet-based sequencing |
| Description | We developed a protocol to isolate nuclei from developing grain in preparation for sequencing ensuring high quality and concentration. |
| Type Of Material | Biological samples |
| Year Produced | 2024 |
| Provided To Others? | No |
| Impact | We used this method to generate single nuclei transcriptomes from barley grain and are analysing these data now to understand more about different cell types within grain. We will make this method available in planned publications. |
| Title | RNAseq and Whole Genome Sequencing of mutant lines |
| Description | These datasets include whole genome shotgun sequences from two mutants and their respective parent cultivars, as well as RNAseq data from mutant and wild-type. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2024 |
| Provided To Others? | No |
| Impact | These sequencing data were generated as part of efforts to identify genes controlling grain development, and collectively helped us identify two candidate genes currently being validated. All data will be released open access upon publication. |
| Title | snRNAseq and RNAseq of developing barley grain |
| Description | These sequencing data describe single cell transcriptomes in developing barley grain |
| Type Of Material | Database/Collection of data |
| Year Produced | 2025 |
| Provided To Others? | No |
| Impact | We are developing new computational approaches to work with these data and hope to complete our analyses in the coming months. Once published, the dataset will be publicly available. |
| Description | Collaboration with Carlsberg Laboratories |
| Organisation | Carlsberg Group |
| Department | Carlsberg Research Centre |
| Country | Denmark |
| Sector | Private |
| PI Contribution | Exchanged ideas and plans to develop materials together to explore gene function. |
| Collaborator Contribution | Developed a research plan |
| Impact | Not yet |
| Start Year | 2021 |
| Description | Collaboration with La Trobe for Bioinformatics |
| Organisation | La Trobe University |
| Country | Australia |
| Sector | Academic/University |
| PI Contribution | Our team (Runxuan Zhang and Wenbin Guo) visited La Trobe University and conducted training sessions on our 3D RNA-seq transcriptomic pipeline. Runxuan Zhang also delivered a talk with a title "Computational solutions for tools and resources for accurate transcriptomics". Connections have been established with colleagues at La Trobe, including Monika Doblin (https://scholars.latrobe.edu.au/mdoblin), Tony Bacic (https://scholars.latrobe.edu.au/tbacic), Ricarda Jost (https://scholars.latrobe.edu.au/rjost), Oliver Berkowitz (https://scholars.latrobe.edu.au/oberkowitz) and Quentin Gouil (https://www.wehi.edu.au/people/matthew-ritchie/239/matthew-ritchie-lab-team) |
| Collaborator Contribution | Our team learned about the exciting single cell and cannabis work carried out at La Trobe. |
| Impact | Open invitation to visit and explore ways to develop spatial transcriptomics |
| Start Year | 2023 |
| Description | Collaboration with Mat Lewsey at University of La Trobe for snRNAseq |
| Organisation | La Trobe University |
| Country | Australia |
| Sector | Academic/University |
| PI Contribution | Mt |
| Collaborator Contribution | Prof Lewsey is providing methodological advice/ support prior to a planned research visit in 2024 by my team to conduct experiments in Prof Lewsey's laboratory. This experiments are directly linked to a current BBSRC research grant. These experiments consumables and services will be provided at low cost. These were planned as part of the Partnering Award |
| Impact | We are benefitting from methodological support in our trial experiments in preparation for the research visit |
| Start Year | 2024 |
| Description | Collaboration with Matthew Tucker at Adelaide University on row-type and grain development |
| Organisation | University of Adelaide |
| Country | Australia |
| Sector | Academic/University |
| PI Contribution | Joint funding bid to understand the role of epigenetics in controlling row-type in barley made in 2019 was unsuccessful. We have now applied for future funding to the ARC to understand the roles of the row-type genes in basal branching and are awaiting the outcome. We have also started a direct collaboration to understand regulatory factors controlling grain development. This was very successful and is ongoing. |
| Collaborator Contribution | Prof Tucker and his team contributed new research findings and in collaborative experiments for a manuscript published in 2021. Prof Tucker supported a my grant proposals for an Australian Partnering Award and a BBSRC Standard Response Mode Grant (the Generation Gap), both of which were successful. Prof Tucker is currently sharing unpublished data and generating resources to continue our study on grant development. Members of my research team will also be hosted by Prof Tucker during a research visit planned for 2024. |
| Impact | Prof Tucker and his team contributed new research findings and in collaborative experiments for a manuscript published in 2021. |
| Start Year | 2019 |
| Description | Collaboration with researchers at Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) |
| Organisation | Leibniz Association |
| Department | Leibniz Institute of Plant Genetics and Crop Plant Research |
| Country | Germany |
| Sector | Charity/Non Profit |
| PI Contribution | We are actively collaborating to understand more about the involvement of the SPL transcription factors in controlling agronomic traits in barley, including row-type. |
| Collaborator Contribution | Researchers at IPK sharing research findings about their experiments on row-type |
| Impact | preliminary results will form the basis of a publication currently in development. |
| Start Year | 2019 |
| Description | Barley - More than just a crop? |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Public/other audiences |
| Results and Impact | Online discussion panel as part of the Royal Society of Edinburgh Curious Science Festival 2023. |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://www.rse-curious.com/barley-more-than-just-a-crop/ |
| Description | Invited Speaker University of Leeds seminar |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | Local |
| Primary Audience | Other audiences |
| Results and Impact | I delivered a summary of our research findings to a mixed audience of researchers, postgraduate and undergraduate students as part of the University of Leeds Biological Sciences seminar series. |
| Year(s) Of Engagement Activity | 2023 |
| Description | Plant Power 2024 |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | Local |
| Primary Audience | Public/other audiences |
| Results and Impact | 'Plant Power' is an annual event held at the University of Dundee Botanic Garden that coincides with Fascination of Plants Day organised by the European Plant Science Organisation (EPSO). They state: 'The goal of this activity is to get as many people as possible around the world fascinated by plants and enthused about the importance of plant science for agriculture and sustainable production of nutritious food, as well as for horticulture, forestry and the production of plant-based non-food products such as paper, timber, chemicals, energy and pharmaceuticals.' This year, staff at the Garden have worked with the University's School of Life Sciences, Leverhulme Research Centre for Forensic Science and the James Hutton Institute to create an exciting day of activity focussed on plants. Science activities were: - Face Painting - Crime Lab Chemistry - Root Printing - Landraces - Pop-up Medicinal Garden - Meiosis and Chromosomes - DNA extraction - Plants and Pathogens 820 visitors came to the garden. Feedback included: - The pleasant welcoming staff; really interesting topics which were made applicable to adults and children alike. - Very interactive but also self directed so we could wonder and do things at own pace. Really enjoyed potato & tomato workshop - I cannot thank everyone enough that gave their time and shared their knowledge and expertise, I left feeling truly inspired and my faith restored in humanity. Just Wonderful! |
| Year(s) Of Engagement Activity | 2024 |
| URL | https://www.dundee.ac.uk/stories/plant-power-day-18-may-2024 |
| Description | Presentation at Barley Away Days Retreat |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Professional Practitioners |
| Results and Impact | Presentations by the post-doc and PhD student about their research linked to the funded grant to a collection of peers, invited academics and industry stakeholders. |
| Year(s) Of Engagement Activity | 2024 |
| Description | Primary School visit to James Hutton Institute |
| Form Of Engagement Activity | Participation in an open day or visit at my research institution |
| Part Of Official Scheme? | No |
| Geographic Reach | Local |
| Primary Audience | Schools |
| Results and Impact | Invergowrie Primary School visited the James Hutton Institute. They learnt about plants and why we need to study them. They participated in classroom discussions, designed and ran an experiment, and went on a tractor ride. Event organiser Jonathan Griffin (PDRA) worked closely with teachers at Invergowrie Primary to ensure the content was aligned to the Curriculum for Excellence and pitched at the right level. |
| Year(s) Of Engagement Activity | 2024 |
| Description | Research tutorial |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | Local |
| Primary Audience | Undergraduate students |
| Results and Impact | Science undergraduate visited our research labs at the James Hutton Institute where they learned about our research grant objectives and gained some hands on experience working with cereals. This engagement directly led to several students pursuing honour's research projects within our labs. |
| Year(s) Of Engagement Activity | 2024 |
| Description | Work Experience Week 2024 |
| Form Of Engagement Activity | Participation in an open day or visit at my research institution |
| Part Of Official Scheme? | No |
| Geographic Reach | Local |
| Primary Audience | Schools |
| Results and Impact | PDRA Jonathan Griffin supported visits by students as part of Life Sciences Work Experience Week 2024 |
| Year(s) Of Engagement Activity | 2024 |
