The epigenetic basis of nutrition-mediated caste identity in the honeybee

Lead Research Organisation: Queen Mary University of London
Department Name: Sch of Biological and Chemical Sciences

Abstract

Honeybees are insect pollinators that are widely known for their honey and wax production. It is estimated that nearly 10% of the value of world food production depends on the honeybee. They live in complex societies comprising tens of thousands of individuals, most of these are female 'worker' honeybees that are unable to reproduce and instead devote their short lives to finding food in flowers (nectar or pollen) and other tasks such as nursing larvae inside the hive. In addition to these sterile female bees, the hive also contains male drones and a single female bee called the queen that has a much longer life span and can reproduce.
The queen bee can lay fertilized or unfertilized eggs. Unfertilized eggs are fed nectar/pollen and become male drones while fertilized eggs can become either queen or worker bees. Whether a fertilized egg results in a larva that will become an adult worker bee or an adult queen bee depends on the type of food the larva is fed. Larvae destined to become workers are fed a diet of pollen/nectar and those destined to become queens are fed royal jelly. This differing diet is maintained over the entire lifetime of the worker or queen bee.
The ability of an individual larva to become a drone, worker or a queen cannot be because of a different set of genes: the genome of that larva has the capacity to become all 3, it is the way those same genes are switched on or off in response to the specific diet that determines such different outcomes. Epigenetics is a dynamic set of instructions that exist 'on top' of the genetic information, that encode and direct the programme of events that leads to differential gene expression and drone, worker or queen developmental outcome. Epigenetic information can be altered by environmental factors, including diet, because of the nature of the epigenetic marks on top of the DNA. These marks or modifications are ultimately derived from metabolites and therefore the diet of the honeybee. There are two families of epigenetic modifications; one type marks the actual DNA sequence, the other type marks proteins called histones that DNA tightly wraps itself around in order to fit into the nucleus of a cell. It is these epigenetic modifications that have been shown in other biological processes to allow plasticity within the genome, in order for instance to make over 200 different cell types in the human body from one genome.
To locate these marks in the genomes of worker, queen and drone bees, we will use antibodies that can specifically recognize histone proteins that carry a particular mark or modification. The genome is chopped up into small pieces and the antibody is added and binds tightly to the modified histone and therefore purifying the antibody also results in purification of the histone and the DNA sequence wrapped around it. Sequencing the DNA associated with the histones and then matching the sequence back to the whole honeybee genome sequence using a computer, allows us to identify exactly where that modified histone was. By doing this for a variety of histone modifications at different stages of drone, worker or queen larval development and adulthood, we will be able to identify where the important differences in location are and on what genes. We will also combine this approach with sequencing all the RNA in the larvae, so we will know whether the genes are switched on or off. All this will allow us to detect changes/differences in the modifications of the histone proteins between drone, queen and worker bees and help us understand how this process works.
We will also determine which of the bee genes that add or remove these histone marks are important. We will inject larvae with small RNA molecules that will switch specific genes off. After the larva pupates and hatches we will assess the effect of that gene being switched off by how similar the resulting adult is in comparison to a normal adult worker or queen bee.

Technical Summary

Honeybees play a fundamental role in ecosystems by maintaining genetic diversity of flowering plants. Additionally they are used for commercial pollination, accounting for 9.5% of the value of world agricultural production. They live in complex societies comprising a single reproductive queen, haploid male drones and thousands of sterile female workers. These 3 distinct but genetically indistinguishable organisms or castes are established by differentially feeding larvae either nectar/pollen or royal jelly. Therefore the honeybee genome has the capacity to encode more than one organism, with dramatically different physiologies, phenotypes and behaviours.
Studies indicate that at least one epigenetic mechanism (DNA methylation) directs nutrition-mediated caste differentiation and organismal flexibility. Given conservation of both histone sequences and epigenetic machinery between honeybees and humans, and the direct mechanistic link between the epigenetic processes of DNA methylation and histone post-translational modification (PTM), it is proposed that histone PTMs are pivotal in determining developmental trajectory in response to nutrition.
We used quantitative mass spectrometry to characterise 23 histone PTMs and identified caste-specific differences. We also show that larvae treated with a recently identified naturally occurring histone deacetylase inhibitor present in royal jelly, have higher levels of histone acetylation.
We will determine the role of chromatin in the nutritional regulation of caste differentiation using ChIP-seq and RNA-seq to examine caste-specific genome-wide distributions of histone PTMs along with transcriptome profiles. Thus enabling the identification of regions in the bee genome that respond to differential nutrition and determine developmental trajectory. To further delineate the role of chromatin, we will perform a phenotype-based RNAi screen against 50 chromatin modification enzymes and score for caste phenotype after pupation.

Planned Impact

The aims of this proposal are consistent with BBSRC strategy, and fall within the themes of Welfare of Managed Animals, Healthy and Safe Food, Ageing Research: Lifelong Health and Well Being and Increased International Collaboration. Our work addresses the crucial issue of how one genome can specify more than one distinct organism and furthermore, how this is determined by nutrition. Moreover, our model organism is the honeybee: a critical insect pollinator. We will produce models that describe aspects of development, genome plasticity, behaviour and nutrition-genome interactions. Given the importance of honeybees for normal ecosystem function and the commercial importance in agricultural pollination, there will be a variety of beneficiaries.

Policy-makers and Governmental Organisations
It is estimated that the economic value worldwide of insect pollinators, bees mainly, is 153 billion euros. This represents 9.5% of the value of world agricultural production used for human food. Recent decline in bee populations is predicted not only to result in substantial economic losses, but also an inability to fulfil current food demand. Therefore, the importance of the honeybee to economic, public and social well-being is axiomatic and evidenced by the establishment of a government funded National Bee Unit (BeeBase), which includes the Healthy Bees Plan; a scientific advisory group whose remit "is to ensure that a sound science and evidence base underpin bee health policy and operations". Fundamental questions of the type addressed by this proposal on development, physiology and behaviour will provide important clues in the management of these important pollinators for agricultural and be central in informing public policy and policy-makers (DEFRA and FERA) on honeybee health.

Commercial beekeepers and Industry
The honeybee is used extensively for commercial pollination, requiring rational management and production of queens. Understanding the role of nutrition in developmental trajectory and identifying important regulatory genes involved in this process, will potentially allow manipulation of honeybee larvae in vitro in a high throughput manner. Moreover, the collapse of US/European bee populations (Colony Collapse Disorder) is cause of extreme concern and the proposed research has the potential to underpin investigations on altered honeybee health and physiology.

Research and professional skills of the PDRA
The programme of research presented in this proposal employs state of the art high throughput "omic" approaches in order to study genomic information in honeybees. Therefore the PDRAs will be trained in the very latest research tools. In addition, the PDRAs will have the opportunity to develop a completely new skill set (bioinformatics) and greatly enhance their future career prospects. This will add to the limited pool of scientists competent in both 'wet work' and in silico analyses.

Education of the wider public
There is considerable interest in honeybees within the general population as evidenced by numerous popular science books and initiatives such as the Urban Bees (http://www.urbanbees.co.uk/) and the BBCs "Bee Part Of It" campaign (http://www.bbc.co.uk/breathingplaces/beepartofit/). Our previously published honeybee work was well publicised within the media including articles on popular sites including BBC Science & Environment (http://www.bbc.co.uk/news/science-environment-20667948), Science Daily (http://www.sciencedaily.com/releases/2012/12/121211101942.htm) and on more specialist non-scientific apiculture sites (http://apisuk.com/Bees/2013/01/research-new-genetic-factors-in-honey-bee-decline/). Therefore, we believe the dissemination of results from this proposal will also be of significant interest to the general public. In addition, we will strive to ensure our findings reach the wider community and as part of our "Pathways to Impact" we will host a public lecture.

Publications

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George JM (2020) Acute social isolation alters neurogenomic state in songbird forebrain. in Proceedings of the National Academy of Sciences of the United States of America

 
Description The main scientific objectives were met and published in the prestigious journal Genome Research (Impact Factor 11.9, SJR rank 99.8th percentile). Our study gained widespread media attention, achieving an Altmetric Attention Score of 102 (98th percentile of 12.4 million publications; top 5%) and reports in The Scientist Magazine, Science Daily and the British Beekeepers Association Newsletter magazine.

1) We demonstrated for the first time that queen and worker honeybees have their own specific epigenetic histone patterns even though their DNAs are the same, and that these differences correlate with queen and worker -specific gene expression. Therefore, chromatin modifications play a crucial role in defining worker and queen honeybee castes by establishing and orchestrating caste-specific transcriptional networks. Using state-of-the-art genomic techniques, this is the first description of genome-wide caste-specific chromatin patterns in the honeybee and the first between any organism of the same sex that has a reproductive division of labour.

2) Unexpectedly, we found that some of the most important epigenetic differences were in regions of the honeybee genome that are not part of genes and that these regions of DNA may be crucial in making a queen or a worker honeybee. Importantly, these regions of the genome which show the most robust caste-specific differences are suggestive of the first examples of caste-specific enhancer regions in the honeybee (or any social insect) and are important in specifying the worker caste development from that of the queen.

3) We determined that it is the worker developmental pathway that is actively switched on from a default queen developmental programme and crucially, identify some of the factors that may be responsible for this.

4) Through BBSRC funding, we have established the UK's only honeybee molecular biology lab focussed on epigenetics to exploit the unique opportunities that this model provides for research that bridges nutrition and epigenetics. We manage our own research hives and have developed a fully functional in vitro honeybee rearing pipeline to allow for dietary manipulations, RNAi knockdown and small molecule inhibitor screening during honeybee development. Finally, we have successfully developed a number of novel honeybee-specific molecular tools including antibodies, thus laying the foundation for future experiments and the continued development of molecular-based honeybee research in the UK.
Exploitation Route Honeybees are very important pollinators, so it is crucial to understand their molecular biology, their development and the mechanisms that regulate this. Our work has been disseminated in the British Beekeepers Association Newsletter magazine and through talks to Beekeeping Associations and Beekeeing conferences. The honeybee system that we have developed promotes the "3Rs" aims central to bioscience research and a high level of similarity of epigenetic tool kits between honeybees and mammals makes the honeybee an invaluable system to investigate the sophistications of epigenetic regulation that cannot be addressed in humans or other mammals, in particular how diet modulates phenotypic response. Therefore, this is a seminal and important study not only for the social insect community but also for all researchers trying to understand the mechanistic evolutionary origins of phenotypic plasticity in any biological system.
Sectors Agriculture, Food and Drink,Education,Environment,Healthcare

URL https://genome.cshlp.org/content/28/10/1532.full
 
Description Impact on Beekeepers
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact Our research has been disseminated to beekeepers across the UK through the British Beekeepers Association Newsletter magazine and two invitations to talk at Beekeeping meetings and conferences.
 
Description Impact on Beekeepers, beekeeping and associated private industries
Geographic Reach Multiple continents/international 
Policy Influence Type Influenced training of practitioners or researchers
Impact Our research has been disseminated to beekeepers across the UK and Internationally through the invitation to speak at the National Honey Show, regional beekeeping associations and through specialist publications.
URL https://www.honeyshow.co.uk
 
Description Talk at RCUK Cutting Edge Science Event, Watford Boys Grammar School.
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact Talk delivered to A level biology teachers on epigenetics at RCUK Cutting Edge Science Event, Watford Boys Grammar School. This talk was focussed on how to teach the subject of epigenetics in the school classroom.
 
Description (EASI-Genomics) - European Advanced infraStructure for Innovative Genomics
Amount € 9,991,267 (EUR)
Funding ID 824110 
Organisation European Commission 
Sector Public
Country European Union (EU)
Start 02/2019 
End 01/2023
 
Description Academic International Partnerships Programme, Polish National Agency for Academic Exchange
Amount 2,000,000 zł (PLN)
Funding ID PPI/APM/2018/1/00034/DEC/1 
Organisation NAWA, POLISH NATIONAL AGENCY FOR ACADEMIC EXCHANGE 
Sector Public
Country Poland
Start 12/2018 
End 11/2021
 
Description European Commission Marie Curie Co-Funding Action (COFUND)
Amount € 55,875 (EUR)
Funding ID PCOFUND-GA-2013-608765 
Organisation William Harvey International Translational Research (WHRI) Academy 
Sector Public
Country United Kingdom
Start 01/2017 
End 05/2018
 
Description The Role of Nutrition as an Epigenetic Modulator of Phenotypic Plasticity during Honeybee Development
Amount £672,318 (GBP)
Funding ID BB/V009311/1 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 05/2022 
End 04/2025
 
Title Development of Epigenomic methods in the honey bee 
Description First to develop ChIP-seq in honey bees. 
Type Of Material Technology assay or reagent 
Year Produced 2018 
Provided To Others? Yes  
Impact Experimental and computational protocols developed for profiling epigenetic modifications in the honey bee. 
 
Title Honey bee as a non-mammalian invertebrate model organism for epigenetics 
Description We have established the use of the honey bee as a novel non-mammalian model organism for epigenetics. This includes an in vitro developmental pipeline for screening of small molecule inhibitors or the use of RNAi. 
Type Of Material Model of mechanisms or symptoms - non-mammalian in vivo 
Year Produced 2019 
Provided To Others? No  
Impact A pipeline for the analysis of how nutrition effects gene expression during development. An invertebrate model for the replacement, refinement and reduction of animal use in research. 
 
Title Novel antibody generation 
Description Generation of novel antibody to honey bee protein. 
Type Of Material Technology assay or reagent 
Year Produced 2021 
Provided To Others? Yes  
Impact Antibody for use in immunostaining and immunoprecipitation. 
 
Title ChIP-seq and RNA-seq dataset for queen and worker honey bee development 
Description ChIP-seq and RNA-seq dataset for queen and worker honey bee development. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact This dataset has subsequently been used for at least one other published study. 
URL https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE110642
 
Title Dataset of the next-generation sequencing of variable 16S rRNA from bacteria and ITS2 regions from fungi and plants derived from honeybees kept under anthropogenic landscapes 
Description We used next generation sequencing (NGS) to analyse the 16S rRNA bacterial gene amplicons based on the V3-V4 region and the ITS2 regions from fungi and plants derived from honeybee samples. Amplicon libraries, were prepared using the 16S Metagenomic Sequencing Library Preparation, Preparing 16S Ribosomal RNA Gene Amplicons for the Illumina MiSeq System (Illumina®) protocol. NGS raw data are available at https://www.ncbi.nlm.nih.gov/bioproject/PRJNA686953. The presented data can be used to compare the metagenomics samples from different honeybee population all over the world. Higher load of fungi, and bacteria groups as: Firmicutes (Lactobacillus); ?-proteobacteria, Neisseriaceae, and unassigned other bacteria was observed for Nosema cearana and neogregarines infected honeybees. Healthy honeybees had higher load of plant pollens, and bacteria groups as: ?-proteobacteria, Orbales, Gilliamella, Snodgrassella, ?-proteobacteria, Enterobacteriaceae. More details you can find in research article [1] Ptaszynska et al. 2021. Datasets: Excel 1. In the excel file are the row original information form NGS of composition of bacteria from 16S_taxonomyReads from seasonal changes of Polish honeybee samples (collected from April to September). Excel 2. In the excel file are the row original information form NGS of composition of fungi and plant pollen from ITS_taxonomyReads from seasonal changes of Polish honeybee samples (collected from April to September). Excel 3. In the excel file are the row original information form NGS of composition of bacteria from 16S_taxonomyReads from UK, Greece, Spain and Thailand honeybee samples. Excel 4. In the excel file are the row original information form NGS of composition of bacteria from ITS_taxonomyReads from UK, Greece, Spain and Thailand honeybee samples. Dataset 5. Table 1A. One-way ANOVA report from the correlation between Polish honeybees' health status and the bacteria detected on the base of 16S rDNA NGS analyses. Dataset 6. Table 1B. One-way ANOVA report from the correlation between Polish honeybees' health status and fungi and plant pollens detected on the basis of ITS NGS analysis. Dataset 7. Table 2A. One-way ANOVA report from the correlation between UK, Spain, Greece and Thailand honeybees' health status and the bacteria detected on the base of 16S rDNA NGS analyses. Dataset 8. Table 2B. One-way ANOVA report from the correlation between UK, Spain, Greece and Thailand honeybees' health status and the detected fungi and plant pollens detected on the basis of ITS NGS analysis. 
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? Yes  
Impact Dataset relating to honey bee health hat will provide an important resource for other researchers. 
URL https://data.mendeley.com/datasets/5zrz4fmw5y
 
Description Computational Epigenetics 
Organisation Queen Mary University of London
Country United Kingdom 
Sector Academic/University 
PI Contribution Provision of epigenomic datasets.
Collaborator Contribution Computationa analyses of genome-wide datasets.
Impact Datasets currently under analysis.
Start Year 2015
 
Description Honeybee Biology 
Organisation University of Sussex
Country United Kingdom 
Sector Academic/University 
PI Contribution None as yet.
Collaborator Contribution Expertise on apiculture, honeybee behaviour and management.
Impact Training on hive and honeybee management.
Start Year 2015
 
Description Honeybee Material 
Organisation Australian National University (ANU)
Department College of Medicine, Biology & Environment (CMBE)
Country Australia 
Sector Academic/University 
PI Contribution Analyses of genome-wide histone modification patterns in honeybee tissues and supply of small-molecule chemical inhibitors of epigenetic modifying enzymes.
Collaborator Contribution Honeybee larval & adult tissue, reagents and genome-wide data.
Impact Unpublished genome-wide profiles of histone modifications in honeybee tissue.
Start Year 2015
 
Description Honeybee Nutrition 
Organisation Newcastle University
Department Institute of Neuroscience
Country United Kingdom 
Sector Academic/University 
PI Contribution Provision of labelled amino acids and analysis of epigenomic data.
Collaborator Contribution Larval feeding and provision of honeybee tissues.
Impact Multi-disciplinary collaboration - apiculture and nutritional science.
Start Year 2015
 
Description Human Metabolism 
Organisation University of Sheffield
Country United Kingdom 
Sector Academic/University 
PI Contribution Chromatin immunoprecipitations, reagents and analyses of histone modification data and genome-wide distribution of transcription factor binding..
Collaborator Contribution Provision of human tissue, reagents and genome-wide data.
Impact Identification of histone modifications and transcription factor occupancy in human tissue. Resulted in 1 publication, PMID: 26405173
Start Year 2015
 
Description Proteomics 
Organisation University of Sheffield
Country United Kingdom 
Sector Academic/University 
PI Contribution Provision of materials, tissue and reagents for proteomic analyses. Enzymatic histone/non-histone protein post-translational modification assays and cell biology.
Collaborator Contribution Proteomics analysis, mass spectrometry and reagents.
Impact This collaboration has resulted in the identification of histone modifications in honeybee tissue and also protein post-translational modification of RNA-binding proteins. This collaboration involves biochemistry, protein purification and mass spectrometry. Resulted in 1 publications: PMID: 25605962
Start Year 2015
 
Company Name HIVEFUL LTD 
Description Hiveful Ltd will use knowledge generated from a molecular understanding of honey bee biology to enable intelligent hive monitoring and honey bee health. 
Year Established 2021 
Impact None as yet.
Website https://hiveful.co.uk
 
Description Invited Talk to Essex Beekeeping Association AGM 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Invited Talk to Essex Beekeeping Association AGM on our research and the impact to beekeeping practices (February 2022)
Year(s) Of Engagement Activity 2022
 
Description Invited Talk to Sussex Beekeeping Association 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Invited Talk to Sussex Beekeeping Association on our research and the impact to beekeeping practices (February 2022)
Year(s) Of Engagement Activity 2022
 
Description Invited talk at the National Honey Show 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Invited talk at The National Honey Show on our research and the impact to beekeeping practices.
Year(s) Of Engagement Activity 2021
URL http://www.honeyshow.co.uk/index.php
 
Description Outreach (QMUL) 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Schools
Results and Impact Over 400 pupils and members of the general public attended the Barts and Queen Mary science Festival in June 2015. We had a display on honeybees and the relationship between the different bees within a hive. We included a real bee hive and demonstrated practical beekeeping.
Year(s) Of Engagement Activity 2015
URL http://www.qmul.ac.uk/lifesciences/news-events/events/items/152169.html
 
Description RCUK Cutting Edge Science Event, Watford Boys Grammar School. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Schools
Results and Impact Talk on epigenetics given to A level biology school teachers at RCUK Cutting Edge Science Event, Watford Boys Grammar School.
Year(s) Of Engagement Activity 2018
 
Description Reigate Beekeeping Association 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Talk to Reigate Beekeepers Association on our research and the impact to beekeeping practices.
Year(s) Of Engagement Activity 2019
 
Description Talk at Central Association of Beekeepers Autumn Conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Talk to Central Association of Beekeepers Autumn Conference on our research and the impact to beekeeping practices.
Year(s) Of Engagement Activity 2019
URL https://www.cabk.org.uk/event/autumn-conference-2019/
 
Description Talk to North London Beekeeping Association 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Talk to North London Beekeeping Association on our research and the impact to beekeeping practices.
Year(s) Of Engagement Activity 2019
 
Description Talk to Warwickshire Beekeeping Association 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Invited Talk to Warwickshire Beekeeping Association on our research and the impact to beekeeping practices (September 2020)
Year(s) Of Engagement Activity 2020
 
Description The Scientist Magazine article 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Media (as a channel to the public)
Results and Impact Article in The Scientist Magazine relating to our Genome Research publication.
Year(s) Of Engagement Activity 2018
URL https://www.the-scientist.com/news-opinion/as-bees-specialize--so-does-their-dna-packaging-64779